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by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ + +# Translations +*.mo +*.pot + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +.python-version + +# pipenv +Pipfile.lock + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# Environments +.env* +.venv/ +venv/ +*.ipynb + +# VS Code +.vscode/ + +# Database +db_local/ +*.ini \ No newline at end of file diff --git a/doclink/README.md b/doclink/README.md new file mode 100644 index 0000000..6f06d0c --- /dev/null +++ b/doclink/README.md @@ -0,0 +1,109 @@ +# ๐Ÿ”— Doclink.io +Doclink is an AI document assistant that transforms how you interact with your documents. Upload your files, create custom folders, and ask questions to quickly retrieve relevant information across your entire document collection. Doclink connects related information between documents, making complex data analysis simple and intuitive. +We're on the early stage. And want to help everyone on their information processing. Thus, you can use doclink completely for free plus all of our implementation is open source. + +## โœจ Features + +- **๐Ÿ“Š Custom Knowledge Bases**: Create and organize multiple document collections for different topics or projects +- **๐Ÿ“‘ Multi-Format Support**: Upload and analyze PDF, DOCX, XLSX, PPTX, TXT, and web content +- **๐Ÿ” Intelligent Search**: Ask questions in natural language and get precise answers from your documents +- **๐Ÿง  Context-Aware Responses**: AI understands the relationships between your documents for comprehensive answers +- **๐Ÿ“Œ Source Citations**: Every answer includes references to specific document sources for easy verification +- **๐ŸŒ Web Interface**: Intuitive, responsive design works across all devices +- **๐Ÿ”’ Secure Authentication**: Google authentication ensures your document library remains private + +## ๐Ÿš€ Get Started + +1. **Sign Up**: Create an account using your google account on doclink.io +2. **Create a Folder**: Organize your documents into custom folders +3. **Upload Documents**: Add PDFs, Word documents, excel tables, and more +4. **Ask Questions**: Just ask to get information +5. **Analyze Responses**: Review AI-generated answers with source references +6. **Export Insights**: Save and share your findings + +# ๐Ÿ› ๏ธ Tech Stack + +We have a very lean tech stack. We mostly trust our from scratch RAG implementation and RAG understanding. On every benchmark, we have 95% relevancy level on our answers. +We're not very experienced web developers. But we trust our AI & RAG implementation. + +## ๐Ÿ–ฅ๏ธ Frontend +- Next.js +- Bootstrap & Custom CSS +- JavaScript + +## ๐Ÿ”ง Backend +- FastAPI +- PostgreSQL +- Redis + +## ๐Ÿง  AI & RAG +- OpenAI: Embeddings and answer generation +- FAISS: Semantic search + +## ๐Ÿ“ Document Processing +- PyMuPDF/Fitz: PDF processing and content extraction +- Docx/XLSX Processing: Support for Microsoft Office document formats +- Web Scraping: Ability to process and index web content + +# ๐Ÿ” RAG Implementation + +## ๐Ÿ“Š Relational Database Approach + +Doclink implements a custom Retrieval-Augmented Generation (RAG) system using PostgreSQL rather than specialized vector databases. This unique approach offers several advantages: + +- **๐Ÿงฉ Simplicity**: Using a single PostgreSQL database for both document metadata and embeddings simplifies the architecture and maintenance +- **๐Ÿ’ฐ Cost Efficiency**: Eliminates the need for additional vector database services or infrastructure +- **โš™๏ธ Flexibility**: Allows for complex queries that combine traditional SQL filtering with vector similarity search + +## ๐Ÿ—๏ธ How It Works + +Our RAG implementation functions through several key components: + +1. **๐Ÿ“„ Document Processing**: Documents are processed, split into meaningful chunks, and transformed into embeddings using OpenAI's embedding models +2. **๐Ÿ’พ Storage**: These embeddings are stored in PostgreSQL using the `BYTEA` data type, alongside document metadata and user information +3. **๐Ÿ”Ž Retrieval**: When a query is submitted, it's converted to an embedding and similarity search is performed against stored document embeddings +4. **๐Ÿง  Context Building**: The most relevant document chunks are assembled into a context window using custom logic that considers: + - Semantic relevance scores + - Document structure (headers, paragraphs, tables) + - User-selected file filters +5. **โœ๏ธ Response Generation**: The retrieved context is sent to the language model along with the original query to generate accurate, contextually relevant responses + +## ๐Ÿ” Security Layer + +Unlike many RAG implementations, Doclink adds an encryption layer to stored document content: + +- **๐Ÿ”’ AES-GCM Encryption**: Document content is encrypted before storage, with each file having a unique authentication tag +- **๐Ÿ”‘ Secure Decryption**: Content is only decrypted when needed for response generation +- **๐Ÿ›ก๏ธ Privacy Preservation**: Original document content remains protected even if the database is compromised + +This approach combines the power of modern vector search techniques with the reliability and familiarity of relational databases, creating a robust, secure, and maintainable RAG system. + +This architecture enables Doclink to securely handle document processing, embedding generation, and sophisticated question-answering capabilities while maintaining a responsive user experience. + +# ๐Ÿ‘ฅ Contributing + +We welcome contributions to Doclink! If you need a specific update, please open an issue we will be on it. +If you want to be part of our team, please reach us. + +# ๐Ÿ™ Acknowledgments + +Doclink stands on the shoulders of giants. We'd like to acknowledge the following projects and libraries that make our work possible: + +- **OpenAI** - For their powerful language models and embeddings +- **PyMuPDF (Fitz)** - Document processing library, licensed under GNU GPL v3 +- **FAISS** - Efficient similarity search library from Facebook Research +- **FastAPI** - Modern, fast web framework for building APIs +- **PostgreSQL** - Robust, open-source relational database +- **Next.js** - React framework for production-grade web applications +- **Spacy** - Industrial-strength natural language processing +- **Redis** - In-memory data structure store +- **Bootstrap** - Front-end framework for responsive web design + +Special thanks to: +- All contributors who have invested their time and expertise +- The open-source community for continued inspiration and support +- Our users for valuable feedback and suggestions + +# ๐Ÿ“œ License + +Doclink is released under the MIT License. diff --git a/doclink/app/__init__.py b/doclink/app/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/doclink/app/api/__init__.py b/doclink/app/api/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/doclink/app/api/core.py b/doclink/app/api/core.py new file mode 100644 index 0000000..4f3b49c --- /dev/null +++ b/doclink/app/api/core.py @@ -0,0 +1,474 @@ +from typing import List +import numpy as np +import bcrypt +import re +import base64 +import os +from dotenv import load_dotenv +from cryptography.hazmat.primitives.ciphers.aead import AESGCM + +from ..functions.reading_functions import ReadingFunctions +from ..functions.embedding_functions import EmbeddingFunctions +from ..functions.indexing_functions import IndexingFunctions +from ..functions.chatbot_functions import ChatbotFunctions +from ..functions.scraping_functions import Webscraper +from ..functions.export_functions import Exporter + + +class Authenticator: + def __init__(self): + pass + + def verify_password(self, plain_password: str, hashed_password: str) -> bool: + return bcrypt.checkpw( + plain_password.encode("utf-8"), hashed_password.encode("utf-8") + ) + + def hash_password(self, password: str) -> str: + salt = bcrypt.gensalt() + return bcrypt.hashpw(password.encode("utf-8"), salt).decode("utf-8") + + +class Encryptor: + def __init__(self): + load_dotenv() + self.key = os.getenv("ENCRYPTION_KEY") + self.email_auth = "EMAIL_AUTH_DATA_2025" + self.email_nonce = self.email_auth.encode("utf-8")[:12].ljust(12, b"\0") + self._key_bytes = base64.b64decode(self.key) + self.aesgcm = AESGCM(self._key_bytes) + + def encrypt(self, text: str, auth_data) -> str: + try: + nonce = os.urandom(12) + encrypted_data = self.aesgcm.encrypt( + nonce, text.encode("utf-8"), auth_data.encode("utf-8") + ) + combined_encrypt = nonce + encrypted_data + encrypted_sentence = base64.b64encode(combined_encrypt).decode("utf-8") + return encrypted_sentence + except Exception as e: + raise e + + def decrypt(self, encrypted_data: str, auth_data) -> str: + try: + decoded_text = base64.b64decode(encrypted_data.encode("utf-8")) + nonce = decoded_text[:12] + encrypted_text = decoded_text[12:] + decrypted_data = self.aesgcm.decrypt( + nonce, encrypted_text, auth_data.encode("utf-8") + ) + return decrypted_data.decode("utf-8") + except Exception as e: + raise e + + +class Processor: + def __init__( + self, + ): + self.ef = EmbeddingFunctions() + self.rf = ReadingFunctions() + self.indf = IndexingFunctions() + self.cf = ChatbotFunctions() + self.en = Encryptor() + self.ws = Webscraper() + self.ex = Exporter() + + def create_index(self, embeddings: np.ndarray, index_type: str = "flat"): + if index_type == "flat": + index = self.indf.create_flat_index(embeddings=embeddings) + return index + + def filter_search( + self, domain_content: dict, domain_embeddings: np.ndarray, file_ids: list + ): + filtered_indexes = [] + filtered_content = [] + + for i, content in enumerate(domain_content): + if content[4] in file_ids: + filtered_indexes.append(i) + filtered_content.append(content) + + filtered_embeddings = domain_embeddings[filtered_indexes] + + index = self.create_index(embeddings=filtered_embeddings) + boost_info = self.extract_boost_info( + domain_content=filtered_content, embeddings=filtered_embeddings + ) + + try: + index_header = self.create_index(embeddings=boost_info["header_embeddings"]) + except IndexError: + index_header = None + + return index, filtered_content, boost_info, index_header + + def search_index( + self, + user_query: str, + domain_content: dict, + boost_info: dict, + index, + index_header, + ): + file_lang = self.file_lang_detection(domain_content=domain_content) + queries, lang = self.query_preprocessing( + user_query=user_query, file_lang=file_lang + ) + if not queries: + if lang == "tr": + return ( + "Sorunu anlayamadฤฑm", + None, + None, + ) + else: + return ( + f"I didn't understand {user_query}", + None, + None, + ) + + query_embeddings = self.ef.create_embeddings_from_sentences( + sentences=queries[:-1] + ) + + boost_array = self._create_boost_array( + header_indexes=boost_info["header_indexes"], + sentence_amount=index.ntotal, + query_vector=query_embeddings[0], + index_header=index_header, + ) + + # Get search distances with occurrences + dict_resource = {} + for i, query_embedding in enumerate(query_embeddings): + D, I = index.search(query_embedding.reshape(1, -1), len(domain_content)) # noqa: E741 + if i == 0: + convergence_vector, distance_vector = I[0], D[0] + for i, match_index in enumerate(I[0]): + if match_index in dict_resource: + dict_resource[match_index].append(D[0][i]) + else: + dict_resource[match_index] = [D[0][i]] + + file_boost_array = self._create_file_boost_array( + domain_content=domain_content, + distance_vector=distance_vector, + convergence_vector=convergence_vector, + ) + + # Combine boost arrays + combined_boost_array = 0.25 * file_boost_array + 0.75 * boost_array + + # Get average occurrences + dict_resource = self._avg_resources(dict_resource) + + for key in dict_resource: + dict_resource[key] *= combined_boost_array[key] + + sorted_dict = dict( + sorted(dict_resource.items(), key=lambda item: item[1], reverse=True) + ) + + filtered_indexes = [ + sentence_index + for sentence_index in sorted_dict.keys() + if sorted_dict[sentence_index] >= 0.35 + ] + sorted_sentence_indexes = filtered_indexes[:10] + + # Early return with message + if not sorted_sentence_indexes: + if lang == "tr": + return ( + "SeรงtiฤŸin dokรผmanlarda bu sorunun cevabฤฑnฤฑ bulamadฤฑm", + None, + None, + ) + else: + return ( + "I couldn't find the answer of the question within the selected files", + None, + None, + ) + + # Sentences to context creation + context, context_windows, resources = self.context_creator( + sentence_index_list=sorted_sentence_indexes, + domain_content=domain_content, + header_indexes=boost_info["header_indexes"], + table_indexes=boost_info["table_indexes"], + ) + + answer = self.cf.response_generation( + query=user_query, context=context, intention=queries[-1] + ) + + return answer, resources, context_windows + + def query_preprocessing(self, user_query, file_lang): + generated_queries, lang = self.cf.query_generation( + query=user_query, file_lang=file_lang + ) + splitted_queries = generated_queries.split("\n") + + if len(splitted_queries) > 1: + return splitted_queries, lang + return None, lang + + def _create_boost_array( + self, + header_indexes: list, + sentence_amount: int, + query_vector: np.ndarray, + index_header, + ): + boost_array = np.ones(sentence_amount) + + if not index_header: + return boost_array + + D, I = index_header.search(query_vector.reshape(1, -1), 10) # noqa: E741 + filtered_header_indexes = [ + header_index + for index, header_index in enumerate(I[0]) + if D[0][index] > 0.30 + ] + + if not filtered_header_indexes: + return boost_array + else: + for i, filtered_index in enumerate(filtered_header_indexes): + try: + start = header_indexes[filtered_index] + 1 + end = header_indexes[filtered_index + 1] + if i > 2: + boost_array[start:end] *= 1.1 + elif i > 0: + boost_array[start:end] *= 1.2 + else: + boost_array[start:end] *= 1.3 + except IndexError as e: + print(f"List is out of range {e}") + continue + return boost_array + + # File boost function + def _create_file_boost_array( + self, + domain_content: list, + distance_vector: np.ndarray, + convergence_vector: np.ndarray, + ): + boost_array = np.ones(len(domain_content)) + sort_order = np.argsort(convergence_vector) + sorted_scores = distance_vector[sort_order] + file_counts = {} + + if not domain_content: + return boost_array + else: + for _, _, _, _, _, filename in domain_content: + file_counts[filename] = file_counts.get(filename, 0) + 1 + + file_sentence_counts = np.cumsum([0] + list(file_counts.values())) + + for i in range(len(file_sentence_counts) - 1): + start, end = file_sentence_counts[i], file_sentence_counts[i + 1] + if np.mean(sorted_scores[start:end]) > 0.30: + boost_array[start:end] *= 1.1 + + return boost_array + + def context_creator( + self, + sentence_index_list: list, + domain_content: List[tuple], + header_indexes: list, + table_indexes: list, + ): + context = "" + context_windows = [] + widened_indexes = [] + original_matches = set(sentence_index_list) + + for i, sentence_index in enumerate(sentence_index_list): + window_size = 4 if i < 3 else 2 + start = max(0, sentence_index - window_size) + end = min(len(domain_content) - 1, sentence_index + window_size) + + if table_indexes: + for table_index in table_indexes: + if sentence_index == table_index: + widened_indexes.append((table_index, table_index)) + table_indexes.remove(table_index) + break + + if not header_indexes: + widened_indexes.append((start, end)) + else: + for i, current_header in enumerate(header_indexes): + if sentence_index == current_header: + start = max(0, sentence_index) + if ( + i + 1 < len(header_indexes) + and abs(sentence_index - header_indexes[i + 1]) <= 20 + ): + end = min( + len(domain_content) - 1, header_indexes[i + 1] - 1 + ) + else: + end = min( + len(domain_content) - 1, sentence_index + window_size + ) + break + elif ( + i + 1 < len(header_indexes) + and current_header < sentence_index < header_indexes[i + 1] + ): + start = ( + current_header + if abs(sentence_index - current_header) <= 20 + else max(0, sentence_index - window_size) + ) + end = ( + header_indexes[i + 1] - 1 + if abs(header_indexes[i + 1] - sentence_index) <= 20 + else min( + len(domain_content) - 1, sentence_index + window_size + ) + ) + break + elif ( + i == len(header_indexes) - 1 + and current_header >= sentence_index + ): + start = ( + max(0, sentence_index) + if abs(current_header - sentence_index) <= 20 + else max(0, sentence_index - window_size) + ) + end = min(len(domain_content) - 1, sentence_index + window_size) + break + if (start, end) not in widened_indexes: + widened_indexes.append((start, end)) + + merged_truples = self.merge_tuples(widen_sentences=widened_indexes) + + used_indexes = [ + min(index for index in sentence_index_list if tuple[0] <= index <= tuple[1]) + for tuple in merged_truples + ] + resources = self._extract_resources( + sentence_indexes=used_indexes, domain_content=domain_content + ) + + for i, tuple in enumerate(merged_truples): + if tuple[0] == tuple[1]: + windened_sentence = " ".join( + self.en.decrypt( + domain_content[tuple[0]][0], domain_content[tuple[0]][4] + ) + ) + context += f"Context{i + 1}: File:{resources['file_names'][i]}, Confidence:{(len(sentence_index_list) - i) / len(sentence_index_list)}, Table\n{windened_sentence}\n" + context_windows.append(windened_sentence) + else: + highlighted_sentences = [] + + for index in range(tuple[0], tuple[1] + 1): + sentence_text = self.en.decrypt( + domain_content[index][0], domain_content[index][4] + ) + + # Highlight original matches + if index in original_matches: + highlighted_sentences.append(f"{sentence_text}") + else: + highlighted_sentences.append(sentence_text) + + windened_sentence = " ".join(highlighted_sentences) + context += f"Context{i + 1}: File:{resources['file_names'][i]}, Confidence:{(len(sentence_index_list) - i) / len(sentence_index_list)}, {windened_sentence}\n\n" + context_windows.append(windened_sentence) + + return context, context_windows, resources + + def _avg_resources(self, resources_dict): + for key, value in resources_dict.items(): + value_mean = sum(value) / len(value) + value_coefficient = value_mean + len(value) * 0.0025 + resources_dict[key] = value_coefficient + return resources_dict + + def _extract_resources(self, sentence_indexes: list, domain_content: List[tuple]): + resources = {"file_names": [], "page_numbers": []} + for index in sentence_indexes: + resources["file_names"].append(domain_content[index][5]) + resources["page_numbers"].append(domain_content[index][3]) + return resources + + def _create_dynamic_context(self, sentences): + context = "" + for i, sentence in enumerate(sentences): + context += f"{i + 1}: {sentence}\n" + return context + + def extract_boost_info(self, domain_content: List[tuple], embeddings: np.ndarray): + boost_info = { + "header_indexes": [], + "headers": [], + "header_embeddings": [], + "table_indexes": [], + } + for index in range(len(domain_content)): + if domain_content[index][1]: + boost_info["header_indexes"].append(index) + boost_info["headers"].append(domain_content[index][0]) + + if domain_content[index][2]: + boost_info["table_indexes"].append(index) + boost_info["header_embeddings"] = embeddings[boost_info["header_indexes"]] + return boost_info + + def merge_tuples(self, widen_sentences): + sorted_dict = {0: widen_sentences[0]} + + for sentence_tuple in widen_sentences[1:]: + tuple_range = range(sentence_tuple[0], sentence_tuple[1]) + is_in = 0 + for index, value in sorted_dict.items(): + current_range = range(value[0], value[1]) + if set(tuple_range) & set(current_range): + interval = ( + min(sorted_dict[index][0], sentence_tuple[0]), + max(sorted_dict[index][1], sentence_tuple[1]), + ) + sorted_dict[index] = interval + is_in = 1 + + if not is_in: + sorted_dict[index + 1] = sentence_tuple + + return list(dict.fromkeys(sorted_dict.values())) + + def file_lang_detection(self, domain_content: List[tuple]): + file_lang = {} + detected_sentence_amount = ( + 25 if len(domain_content) > 25 else len(domain_content) + ) + + for i in range(0, detected_sentence_amount): + decrypted_content = self.en.decrypt( + domain_content[i][0], domain_content[i][4] + ) + if re.match(r"\b[a-zA-Z]{" + str(4) + r",}\b", decrypted_content) or ( + decrypted_content[0] == "|" and decrypted_content[-1] == "|" + ): + lang = self.cf.detect_language(decrypted_content) + file_lang[lang] = file_lang.get(lang, 0) + 1 + try: + return max(file_lang, key=file_lang.get) + except ValueError: + return "en" diff --git a/doclink/app/api/endpoints.py b/doclink/app/api/endpoints.py new file mode 100644 index 0000000..f56b2c7 --- /dev/null +++ b/doclink/app/api/endpoints.py @@ -0,0 +1,846 @@ +from fastapi import APIRouter, UploadFile, HTTPException, Request, Query, File, Form +from fastapi.responses import JSONResponse, StreamingResponse +from google.oauth2.credentials import Credentials +from googleapiclient.discovery import build +from googleapiclient.http import MediaIoBaseDownload +from datetime import datetime + +import os +import logging +import uuid +import base64 +import psycopg2 +import io +import hmac +import hashlib + +from .core import Processor +from .core import Authenticator +from .core import Encryptor +from ..db.database import Database +from ..redis_manager import RedisManager, RedisConnectionError + +# services +router = APIRouter() +processor = Processor() +authenticator = Authenticator() +redis_manager = RedisManager() +encryptor = Encryptor() + +# logger +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger(__name__) + +# environment variables +GOOGLE_CLIENT_ID = os.getenv("GOOGLE_CLIENT_ID") +GOOGLE_CLIENT_SECRET = os.getenv("GOOGLE_CLIENT_SECRET") +GOOGLE_REDIRECT_URI = os.getenv("GOOGLE_REDIRECT_URI") +GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY") + + +# request functions +@router.post("/db/get_user_info") +async def get_user_info(request: Request): + try: + data = await request.json() + user_id = data.get("user_id") + with Database() as db: + user_info, domain_info = db.get_user_info_w_id(user_id) + + return JSONResponse( + content={ + "user_info": user_info, + "domain_info": domain_info, + }, + status_code=200, + ) + except Exception as e: + raise HTTPException(status_code=500, detail=str(e)) + + +@router.post("/db/rename_domain") +async def rename_domain(request: Request): + try: + data = await request.json() + selected_domain_id = data.get("domain_id") + new_name = data.get("new_name") + with Database() as db: + success = db.rename_domain(domain_id=selected_domain_id, new_name=new_name) + + if not success: + return JSONResponse( + content={"message": "error while renaming domain"}, + status_code=400, + ) + + return JSONResponse( + content={"message": "success"}, + status_code=200, + ) + except Exception as e: + logger.error(f"Error renaming domain: {str(e)}") + raise HTTPException(status_code=500, detail=str(e)) + + +@router.post("/db/create_domain") +async def create_domain( + request: Request, + userID: str = Query(...), +): + try: + data = await request.json() + domain_name = data.get("domain_name") + domain_id = str(uuid.uuid4()) + with Database() as db: + result = db.create_domain( + user_id=userID, + domain_id=domain_id, + domain_name=domain_name, + domain_type=1, + ) + + if not result["success"]: + return JSONResponse( + content={"message": result["message"]}, + status_code=400, + ) + + return JSONResponse( + content={"message": "success", "domain_id": domain_id}, + status_code=200, + ) + except Exception as e: + logger.error(f"Error renaming domain: {str(e)}") + raise HTTPException(status_code=500, detail=str(e)) + + +@router.post("/db/delete_domain") +async def delete_domain(request: Request): + try: + data = await request.json() + domain_id = data.get("domain_id") + with Database() as db: + success = db.delete_domain(domain_id=domain_id) + + if success < 0: + return JSONResponse( + content={ + "message": "This is your default domain. You cannot delete it completely, instead you can delete the unnucessary files inside!" + }, + status_code=400, + ) + elif success == 0: + return JSONResponse( + content={ + "message": "Error while deleting domain. Please report this to us, using feedback on the bottom left." + }, + status_code=400, + ) + + db.conn.commit() + + return JSONResponse( + content={"message": "success"}, + status_code=200, + ) + except Exception as e: + logger.error(f"Error while deleting domain: {str(e)}") + raise HTTPException(status_code=500, detail=str(e)) + + +@router.post("/db/insert_feedback") +async def insert_feedback( + userID: str = Query(...), + feedback_type: str = Form(...), + feedback_description: str = Form(...), + feedback_screenshot: UploadFile = File(None), +): + try: + feedback_id = str(uuid.uuid4()) + screenshot_data = None + + if feedback_screenshot: + contents = await feedback_screenshot.read() + if len(contents) > 2 * 1024 * 1024: # 2MB limit + raise HTTPException( + status_code=400, detail="Screenshot size should be less than 2MB" + ) + screenshot_data = base64.b64encode(contents).decode("utf-8") + + with Database() as db: + db.insert_user_feedback( + feedback_id=feedback_id, + user_id=userID, + feedback_type=feedback_type, + description=feedback_description[:5000], + screenshot=screenshot_data, + ) + db.conn.commit() + + return JSONResponse( + content={"message": "Thanks for the feedback!"}, status_code=200 + ) + + except Exception as e: + raise HTTPException(status_code=500, detail=str(e)) + + +@router.post("/db/insert_rating") +async def insert_rating( + userID: str = Query(...), + rating: int = Form(...), + user_note: str = Form(""), +): + try: + rating_id = str(uuid.uuid4()) + with Database() as db: + db.insert_user_rating( + rating_id=rating_id, + user_id=userID, + rating=rating, + user_note=user_note if user_note else None, + ) + db.conn.commit() + + return JSONResponse( + content={"message": "Thank you for the rating!"}, status_code=200 + ) + + except Exception as e: + raise HTTPException(status_code=500, detail=str(e)) + + +@router.post("/qa/select_domain") +async def select_domain( + request: Request, + userID: str = Query(...), +): + try: + data = await request.json() + selected_domain_id = data.get("domain_id") + _, _, success = update_selected_domain( + user_id=userID, domain_id=selected_domain_id + ) + + if not success: + return JSONResponse( + content={"message": "error while updating selected domain"}, + status_code=400, + ) + + redis_manager.refresh_user_ttl(userID) + return JSONResponse( + content={"message": "success"}, + status_code=200, + ) + except RedisConnectionError as e: + logger.error(f"Redis connection error: {str(e)}") + raise HTTPException(status_code=503, detail="Service temporarily unavailable") + except Exception as e: + logger.error(f"Error in select_domain: {str(e)}") + raise HTTPException(status_code=500, detail=str(e)) + + +@router.post("/qa/generate_answer") +async def generate_answer( + request: Request, + userID: str = Query(...), + sessionID: str = Query(...), +): + try: + data = await request.json() + user_message = data.get("user_message") + file_ids = data.get("file_ids") + + # Check if domain is selected + selected_domain_id = redis_manager.get_data(f"user:{userID}:selected_domain") + if not selected_domain_id: + return JSONResponse( + content={"message": "Please select a domain first..."}, + status_code=400, + ) + + if not file_ids: + return JSONResponse( + content={"message": "You didn't select any files..."}, + status_code=400, + ) + + with Database() as db: + update_result = db.upsert_session_info(user_id=userID, session_id=sessionID) + + if not update_result["success"]: + return JSONResponse( + content={"message": update_result["message"]}, + status_code=400, + ) + + # Get required data from Redis + index, filtered_content, boost_info, index_header = processor.filter_search( + domain_content=redis_manager.get_data(f"user:{userID}:domain_content"), + domain_embeddings=redis_manager.get_data( + f"user:{userID}:domain_embeddings" + ), + file_ids=file_ids, + ) + + if not index or not filtered_content: + return JSONResponse( + content={"message": "Nothing in here..."}, + status_code=400, + ) + + # Process search + answer, resources, resource_sentences = processor.search_index( + user_query=user_message, + domain_content=filtered_content, + boost_info=boost_info, + index=index, + index_header=index_header, + ) + + if not resources or not resource_sentences: + return JSONResponse( + content={ + "message": answer, + "daily_count": update_result["daily_count"], + }, + status_code=200, + ) + + redis_manager.refresh_user_ttl(userID) + + return JSONResponse( + content={ + "answer": answer, + "resources": resources, + "resource_sentences": resource_sentences, + "question_count": update_result["question_count"], + "daily_count": update_result["daily_count"], + }, + status_code=200, + ) + + except RedisConnectionError as e: + logger.error(f"Redis connection error: {str(e)}") + raise HTTPException(status_code=503, detail="Service temporarily unavailable") + except Exception as e: + logger.error(f"Error in generate_answer: {str(e)}") + raise HTTPException(status_code=500, detail=str(e)) + + +@router.post("/io/store_file") +async def store_file( + userID: str = Query(...), + file: UploadFile = File(...), + lastModified: str = Form(...), +): + try: + file_bytes = await file.read() + if not file_bytes: + return JSONResponse( + content={ + "message": f"Empty file {file.filename}. If you think not, please report this to us!" + }, + status_code=400, + ) + + file_data = processor.rf.read_file( + file_bytes=file_bytes, file_name=file.filename + ) + + if not file_data["sentences"]: + return JSONResponse( + content={ + "message": f"No content to extract in {file.filename}. If there is please report this to us!" + }, + status_code=400, + ) + + # Create embeddings + file_embeddings = processor.ef.create_embeddings_from_sentences( + sentences=file_data["sentences"] + ) + + # Store in Redis + redis_key = f"user:{userID}:upload:{file.filename}" + upload_data = { + "file_name": file.filename, + "last_modified": datetime.fromtimestamp(int(lastModified) / 1000).strftime( + "%Y-%m-%d" + )[:20], + "sentences": file_data["sentences"], + "page_numbers": file_data["page_number"], + "is_headers": file_data["is_header"], + "is_tables": file_data["is_table"], + "embeddings": file_embeddings, + } + + redis_manager.set_data(redis_key, upload_data, expiry=3600) + + return JSONResponse( + content={"message": "success", "file_name": file.filename}, + status_code=200, + ) + + except Exception as e: + logging.error(f"Error storing file {file.filename}: {str(e)}") + return JSONResponse( + content={"message": f"Error storing file: {str(e)}"}, status_code=500 + ) + + +@router.post("/io/store_drive_file") +async def store_drive_file( + userID: str = Query(...), + lastModified: str = Form(...), + driveFileId: str = Form(...), + driveFileName: str = Form(...), + accessToken: str = Form(...), +): + try: + credentials = Credentials( + token=accessToken, + client_id=GOOGLE_CLIENT_ID, + client_secret=GOOGLE_CLIENT_SECRET, + token_uri="https://oauth2.googleapis.com/token", + ) + + drive_service = build("drive", "v3", credentials=credentials) + + google_mime_types = { + "application/vnd.google-apps.document": ("application/pdf", ".pdf"), + "application/vnd.google-apps.spreadsheet": ( + "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", + ".xlsx", + ), + "application/vnd.google-apps.presentation": ( + "application/vnd.openxmlformats-officedocument.presentationml.presentation", + ".pptx", + ), + "application/vnd.google-apps.script": ("text/plain", ".txt"), + } + + file_metadata = ( + drive_service.files().get(fileId=driveFileId, fields="mimeType").execute() + ) + mime_type = file_metadata["mimeType"] + + if mime_type in google_mime_types: + export_mime_type, extension = google_mime_types[mime_type] + request = drive_service.files().export_media( + fileId=driveFileId, mimeType=export_mime_type + ) + + if not driveFileName.endswith(extension): + driveFileName += extension + else: + request = drive_service.files().get_media(fileId=driveFileId) + + file_stream = io.BytesIO() + downloader = MediaIoBaseDownload(file_stream, request) + + done = False + while not done: + _, done = downloader.next_chunk() + + file_stream.seek(0) + file_bytes = file_stream.read() + + if not file_bytes: + return JSONResponse( + content={ + "message": f"Empty file {driveFileName}. If you think not, please report this to us!" + }, + status_code=400, + ) + + file_data = processor.rf.read_file( + file_bytes=file_bytes, file_name=driveFileName + ) + + if not file_data["sentences"]: + return JSONResponse( + content={ + "message": f"No content to extract in {driveFileName}. If there is please report this to us!" + }, + status_code=400, + ) + + file_embeddings = processor.ef.create_embeddings_from_sentences( + sentences=file_data["sentences"] + ) + + redis_key = f"user:{userID}:upload:{driveFileName}" + upload_data = { + "file_name": driveFileName, + "last_modified": datetime.fromtimestamp(int(lastModified) / 1000).strftime( + "%Y-%m-%d" + )[:20], + "sentences": file_data["sentences"], + "page_numbers": file_data["page_number"], + "is_headers": file_data["is_header"], + "is_tables": file_data["is_table"], + "embeddings": file_embeddings, + } + + redis_manager.set_data(redis_key, upload_data, expiry=3600) + + return JSONResponse( + content={"message": "success", "file_name": driveFileName}, status_code=200 + ) + + except Exception as e: + logging.error(f"Error storing Drive file {driveFileName}: {str(e)}") + return JSONResponse( + content={"message": f"Error storing file: {str(e)}"}, status_code=500 + ) + + +@router.post("/io/store_url") +async def store_url(userID: str = Query(...), url: str = Form(...)): + try: + if not processor.ws.url_validator(url): + return JSONResponse( + content={"message": "Invalid URL. Please enter a valid URL."}, + status_code=400, + ) + + html = processor.ws.request_creator(url) + if not html: + return JSONResponse( + content={"message": "Error fetching the URL. Please try again later."}, + status_code=400, + ) + + file_data = processor.rf.read_url(html_content=html) + + if not file_data["sentences"]: + return JSONResponse( + content={ + "message": f"No content to extract in {url}. If there is please report this to us!" + }, + status_code=400, + ) + + file_embeddings = processor.ef.create_embeddings_from_sentences( + sentences=file_data["sentences"] + ) + + redis_key = f"user:{userID}:upload:{url}" + upload_data = { + "file_name": url, + "last_modified": datetime.now().strftime("%Y-%m-%d"), + "sentences": file_data["sentences"], + "page_numbers": file_data["page_number"], + "is_headers": file_data["is_header"], + "is_tables": file_data["is_table"], + "embeddings": file_embeddings, + } + + redis_manager.set_data(redis_key, upload_data, expiry=3600) + + return JSONResponse( + content={"message": "success", "file_name": url}, status_code=200 + ) + + except Exception as e: + logging.error(f"Error storing URL {url}: {str(e)}") + return JSONResponse( + content={"message": f"Error storing URL: {str(e)}"}, status_code=500 + ) + + +@router.post("/io/upload_files") +async def upload_files(userID: str = Query(...)): + try: + # Get domain info + selected_domain_id = redis_manager.get_data(f"user:{userID}:selected_domain") + + with Database() as db: + domain_info = db.get_domain_info( + user_id=userID, domain_id=selected_domain_id + ) + + if not domain_info: + return JSONResponse( + content={"message": "Invalid domain selected"}, status_code=400 + ) + + # Get all stored files from Redis + stored_files = redis_manager.get_keys_by_pattern(f"user:{userID}:upload:*") + if not stored_files: + return JSONResponse( + content={"message": "No files to process"}, status_code=400 + ) + + file_info_batch = [] + file_content_batch = [] + + # Process stored files + for redis_key in stored_files: + upload_data = redis_manager.get_data(redis_key) + if not upload_data: + continue + + file_id = str(uuid.uuid4()) + + # Prepare batches + file_info_batch.append( + ( + userID, + file_id, + selected_domain_id, + upload_data["file_name"], + upload_data["last_modified"], + ) + ) + + for i in range(len(upload_data["sentences"])): + file_content_batch.append( + ( + file_id, + encryptor.encrypt( + text=upload_data["sentences"][i], auth_data=file_id + ), + upload_data["page_numbers"][i], + upload_data["is_headers"][i], + upload_data["is_tables"][i], + psycopg2.Binary(upload_data["embeddings"][i]), + ) + ) + + # Clean up Redis + redis_manager.delete_data(redis_key) + + # Bulk insert with limit check + result = db.insert_file_batches(file_info_batch, file_content_batch) + if not result["success"]: + return JSONResponse( + content={"message": result["message"]}, status_code=400 + ) + db.conn.commit() + + # Update domain info + file_names, file_ids, success = update_selected_domain( + user_id=userID, domain_id=selected_domain_id + ) + if not success: + return JSONResponse( + content={ + "message": "Files uploaded but, domain could not be updated", + "file_names": None, + "file_ids": None, + }, + status_code=400, + ) + + return JSONResponse( + content={ + "message": "success", + "file_names": file_names, + "file_ids": file_ids, + }, + status_code=200, + ) + + except Exception as e: + logging.error(f"Error processing uploads: {str(e)}") + return JSONResponse( + content={"message": f"Error processing uploads: {str(e)}"}, status_code=500 + ) + + +@router.post("/db/remove_file_upload") +async def remove_file_upload( + request: Request, + userID: str = Query(...), +): + try: + data = await request.json() + file_id = data.get("file_id") + domain_id = data.get("domain_id") + + with Database() as db: + success = db.clear_file_content(file_id=file_id) + if not success: + return JSONResponse( + content={ + "message": "Error deleting files", + }, + status_code=400, + ) + db.conn.commit() + + _, _, success = update_selected_domain(user_id=userID, domain_id=domain_id) + if not success: + return JSONResponse( + content={"message": "error"}, + status_code=200, + ) + + return JSONResponse( + content={ + "message": "success", + }, + status_code=200, + ) + except KeyError: + return JSONResponse( + content={"message": "Please select the domain number first"}, + status_code=200, + ) + except Exception as e: + db.conn.rollback() + logging.error(f"Error during file deletion: {str(e)}") + raise HTTPException( + content={"message": f"Failed deleting, error: {e}"}, status_code=500 + ) + + +@router.post("/io/export_response") +async def export_response(request: Request): + try: + data = await request.json() + text = data.get("contents", []) + + if not text: + raise ValueError("No content selected for export") + + formatted_text = "\n\n------------------\n\n".join(text) + + response = processor.ex.export_pdf(data=formatted_text) + + return StreamingResponse( + io.BytesIO(response.getvalue()), + media_type="application/pdf", + headers={ + "Content-Disposition": "attachment; filename=DoclinkExport.pdf", + "Content-Type": "application/pdf", + "Content-Length": str(len(response.getvalue())), + }, + ) + except ValueError as e: + raise HTTPException(status_code=400, detail=str(e)) + except Exception as e: + raise HTTPException(status_code=500, detail=f"PDF generation failed Error: {e}") + + +@router.post("/auth/logout") +async def logout(request: Request): + try: + data = await request.json() + user_id = data.get("user_id") + session_id = data.get("session_id") + + response = JSONResponse(content={"message": "Logged out successfully"}) + + # Clear FastAPI session cookie + response.delete_cookie( + key="session_id", + path="/", + domain=None, # This will use the current domain + secure=True, + httponly=True, + samesite="lax", + ) + + # Delete user redis session + redis_key = f"user:{user_id}:session:{session_id}" + session_exists = redis_manager.client.exists(redis_key) + if session_exists: + redis_manager.client.delete(redis_key) + + return response + except Exception as e: + logging.error(f"Error during logout: {str(e)}") + raise HTTPException( + content={"message": f"Failed logout, error: {e}"}, status_code=500 + ) + + +@router.post("/webhooks/lemon-squeezy") +async def handle_webhook(request: Request): + try: + # Get the raw request body + body = await request.body() + payload = await request.json() + + # Get the signature from the header + signature = request.headers.get("X-Signature") + + # Signature verification + webhook_secret = os.getenv("LEMON_SQUEEZY_WEBHOOK_SECRET") + expected_signature = hmac.new( + webhook_secret.encode(), body, hashlib.sha256 + ).hexdigest() + + if not hmac.compare_digest(signature, expected_signature): + raise HTTPException(status_code=401, detail="Invalid signature") + + event_name = payload.get("meta", {}).get("event_name") + if not event_name == "order_created": + return JSONResponse( + status_code=400, content={"message": "Wrong event came!"} + ) + + # Upgrade user to the premium limits + data = payload.get("data", {}).get("attributes", {}) + customer_id = data.get("customer_id") + customer_email = data.get("user_email") + receipt_url = data.get("urls").get("receipt") + + with Database() as db: + db.update_user_subscription( + user_email=customer_email, + lemon_squeezy_customer_id=customer_id, + receipt_url=receipt_url, + ) + db.conn.commit() + return JSONResponse(status_code=200, content={"message": "Webhook received"}) + + except Exception as e: + logger.error(f"Webhook error: {str(e)}") + raise HTTPException(status_code=500, detail=str(e)) + + +# local functions +def update_selected_domain(user_id: str, domain_id: str): + try: + redis_manager.set_data(f"user:{user_id}:selected_domain", domain_id) + + with Database() as db: + file_info = db.get_file_info_with_domain(user_id, domain_id) + + if not file_info: + # Clear any existing domain data + redis_manager.delete_data(f"user:{user_id}:domain_content") + redis_manager.delete_data(f"user:{user_id}:index") + redis_manager.delete_data(f"user:{user_id}:index_header") + redis_manager.delete_data(f"user:{user_id}:boost_info") + return None, None, 1 + + content, embeddings = db.get_file_content( + file_ids=[info["file_id"] for info in file_info] + ) + + if not content or not len(embeddings): + # Clear any existing domain data + redis_manager.delete_data(f"user:{user_id}:domain_content") + redis_manager.delete_data(f"user:{user_id}:index") + redis_manager.delete_data(f"user:{user_id}:index_header") + redis_manager.delete_data(f"user:{user_id}:boost_info") + return None, None, 0 + + # Store domain content in Redis + redis_manager.set_data(f"user:{user_id}:domain_content", content) + redis_manager.set_data(f"user:{user_id}:domain_embeddings", embeddings) + + file_names = [info["file_name"] for info in file_info] + file_ids = [info["file_id"] for info in file_info] + + return file_names, file_ids, 1 + + except Exception as e: + logger.error(f"Error in update_selected_domain: {str(e)}") + raise RedisConnectionError(f"Failed to update domain: {str(e)}") diff --git a/doclink/app/db/__init__.py b/doclink/app/db/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/doclink/app/db/config.py b/doclink/app/db/config.py new file mode 100644 index 0000000..f7fe2e0 --- /dev/null +++ b/doclink/app/db/config.py @@ -0,0 +1,18 @@ +from configparser import ConfigParser + + +class GenerateConfig: + def __init__(self) -> None: + pass + + def config(filename="app/db/database.ini", section="postgresql"): + parser = ConfigParser() + parser.read(filename) + db_config = {} + if parser.has_section(section): + params = parser.items(section) + for param in params: + db_config[param[0]] = param[1] + else: + raise Exception(f"Section {section} is not found in {filename} file.") + return db_config diff --git a/doclink/app/db/database.py b/doclink/app/db/database.py new file mode 100644 index 0000000..194df71 --- /dev/null +++ b/doclink/app/db/database.py @@ -0,0 +1,740 @@ +from psycopg2 import extras +from psycopg2 import DatabaseError +from pathlib import Path +import psycopg2 +import logging +import numpy as np +import uuid +from datetime import datetime + +from .config import GenerateConfig +from ..api.core import Encryptor + +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger(__name__) +encryptor = Encryptor() + + +class Database: + _instance = None + + def __new__(cls): + if cls._instance is None: + cls._instance = super(Database, cls).__new__(cls) + cls._instance.db_config = GenerateConfig.config() + return cls._instance + + def __enter__(self): + self.conn = psycopg2.connect(**self.db_config) + self.cursor = self.conn.cursor() + return self + + def __exit__(self, exc_type, exc_val, exc_tb): + if self.cursor: + self.cursor.close() + if self.conn: + if exc_type is None: + self.conn.commit() + else: + self.conn.rollback() + self.conn.close() + + def initialize_tables(self): + sql_path = Path(__file__).resolve().parent / "sql" / "table_initialize.sql" + with sql_path.open("r") as file: + query = file.read() + try: + self.cursor.execute(query) + self.conn.commit() + except DatabaseError as e: + self.conn.rollback() + raise e + + def reset_database(self): + sql_path = Path(__file__).resolve().parent / "sql" / "database_reset.sql" + with sql_path.open("r") as file: + query = file.read() + try: + self.cursor.execute(query) + self.conn.commit() + except DatabaseError as e: + self.conn.rollback() + raise e + + def _bytes_to_embeddings(self, byte_array): + return np.frombuffer(byte_array.tobytes(), dtype=np.float16).reshape( + byte_array.shape[0], -1 + ) + + def get_user_info_w_id(self, user_id: str): + query_get_user_info = """ + SELECT DISTINCT user_name, user_surname, user_email, user_type, user_created_at, picture_url + FROM user_info + WHERE user_id = %s + """ + query_get_domain_ids = """ + SELECT DISTINCT domain_id + FROM domain_info + WHERE user_id = %s + """ + query_get_domain_info = """ + SELECT t1.domain_name, t1.domain_id, t2.file_name, t2.file_id + FROM domain_info t1 + LEFT JOIN file_info t2 ON t1.domain_id = t2.domain_id + WHERE t1.domain_id IN %s + """ + query_get_daily_count = """ + SELECT sum(question_count) + FROM session_info s + WHERE s.user_id = %s + AND s.created_at >= CURRENT_TIMESTAMP - INTERVAL '24 hours' AND s.created_at <= CURRENT_TIMESTAMP; + """ + + try: + self.cursor.execute(query_get_user_info, (user_id,)) + user_info_data = self.cursor.fetchone() + + self.cursor.execute(query_get_daily_count, (user_id,)) + user_daily_count = self.cursor.fetchone() + + if not user_info_data: + return None, None + + user_info = { + "user_name": user_info_data[0], + "user_surname": user_info_data[1], + "user_email": user_info_data[2], + "user_type": user_info_data[3], + "user_created_at": str(user_info_data[4]), + "user_daily_count": user_daily_count[0] if user_daily_count[0] else 0, + "user_picture_url": user_info_data[5], + } + + self.cursor.execute(query_get_domain_ids, (user_id,)) + domain_id_data = self.cursor.fetchall() + + if not domain_id_data: + return user_info, None + + domain_ids = [data[0] for data in domain_id_data] + self.cursor.execute(query_get_domain_info, (tuple(domain_ids),)) + domain_info_data = self.cursor.fetchall() + domain_info = {} + for data in domain_info_data: + if data[1] not in domain_info.keys(): + domain_info[data[1]] = { + "domain_name": data[0], + "file_names": [data[2]] if data[2] else [], + "file_ids": [data[3]] if data[3] else [], + } + else: + domain_info[data[1]]["file_names"].append(data[2]) + domain_info[data[1]]["file_ids"].append(data[3]) + + return user_info, domain_info + + except DatabaseError as e: + self.conn.rollback() + raise e + + def get_file_info_with_domain(self, user_id: str, domain_id: str): + query_get_file_info = """ + SELECT DISTINCT file_id, file_name, file_modified_date, file_upload_date + FROM file_info + WHERE user_id = %s AND domain_id = %s + """ + try: + self.cursor.execute( + query_get_file_info, + ( + user_id, + domain_id, + ), + ) + data = self.cursor.fetchall() + return ( + [ + { + "file_id": row[0], + "file_name": row[1], + "file_modified_date": row[2], + "file_upload_date": row[3], + } + for row in data + ] + if data + else None + ) + except DatabaseError as e: + self.conn.rollback() + raise e + + def get_domain_info(self, user_id: str, domain_id: int): + query = """ + SELECT DISTINCT domain_name + FROM domain_info + WHERE user_id = %s AND domain_id = %s + """ + try: + self.cursor.execute( + query, + ( + user_id, + domain_id, + ), + ) + data = self.cursor.fetchone() + return {"domain_name": data[0]} if data else None + except DatabaseError as e: + self.conn.rollback() + raise e + + def get_file_content(self, file_ids: list): + query_get_content = """ + SELECT t1.sentence AS sentence, t1.is_header AS is_header, t1.is_table AS is_table, t1.page_number AS page_number, t1.file_id AS file_id, t2.file_name AS file_name + FROM file_content t1 + LEFT JOIN file_info t2 ON t1.file_id = t2.file_id + WHERE t1.file_id IN %s + """ + query_get_embeddings = """ + SELECT array_agg(embedding) AS embeddings + FROM file_content + WHERE file_id IN %s + """ + try: + self.cursor.execute(query_get_content, (tuple(file_ids),)) + content = self.cursor.fetchall() + self.cursor.execute(query_get_embeddings, (tuple(file_ids),)) + byte_embeddings = self.cursor.fetchone() + if content and byte_embeddings and byte_embeddings[0]: + embeddings = self._bytes_to_embeddings(np.array(byte_embeddings[0])) + return content, embeddings + else: + return None, None + except DatabaseError as e: + self.conn.rollback() + print(f"Database error occurred: {e}") + return None, None + except Exception as e: + print(f"An unexpected error occurred: {e}") + return None, None + + def get_session_info(self, session_id: str): + query_get_session = """ + SELECT user_id, created_at + FROM session_info + WHERE session_id = %s + """ + self.cursor.execute(query_get_session, (session_id,)) + data = self.cursor.fetchone() + return {"user_id": data[0], "created_at": data[1]} if data else None + + def rename_domain(self, domain_id: str, new_name: str): + query = """ + UPDATE domain_info + SET domain_name = %s + WHERE domain_id = %s + """ + try: + self.cursor.execute(query, (new_name, domain_id)) + rows_affected = self.cursor.rowcount + return rows_affected > 0 + except DatabaseError as e: + self.conn.rollback() + raise e + + def insert_user_guide(self, user_id: str, domain_id: str): + """ + Insert default user guide content into user's default domain + using the file_id already present in default_content + """ + current_date = datetime.now().date() + file_id = str(uuid.uuid4()) + + try: + # Insert file info with the new file_id + query_insert_file_info = """ + INSERT INTO file_info + (user_id, domain_id, file_id, file_name, file_modified_date, file_upload_date) + VALUES + (%s, %s, %s, %s, %s, %s) + """ + + self.cursor.execute( + query_insert_file_info, + ( + user_id, + domain_id, + file_id, + "User Guide.pdf", + current_date, + current_date, + ), + ) + + query_get_guide_content = """ + SELECT sentence, is_header, is_table, page_number, embedding + FROM default_content + """ + self.cursor.execute(query_get_guide_content) + default_content = self.cursor.fetchall() + + for row in default_content: + sentence, is_header, is_table, page_number, embedding = row + encrypted_sentence = encryptor.encrypt(sentence, file_id) + + self.cursor.execute( + "INSERT INTO file_content (file_id, sentence, is_header, is_table, page_number, embedding) VALUES (%s, %s, %s, %s, %s, %s)", + ( + file_id, + encrypted_sentence, + is_header, + is_table, + page_number, + embedding, + ), + ) + + return True + + except DatabaseError as e: + self.conn.rollback() + logger.error(f"Error inserting user guide: {str(e)}") + raise e + except Exception as e: + self.conn.rollback() + logger.error(f"Unexpected error inserting user guide: {str(e)}") + raise e + + def delete_domain(self, domain_id: str): + get_domain_type_query = """ + SELECT domain_type + FROM domain_info + WHERE domain_id = %s + """ + get_files_query = """ + SELECT file_id + FROM file_info + WHERE domain_id = %s + """ + + delete_content_query = """ + DELETE FROM file_content + WHERE file_id IN %s + """ + + delete_files_query = """ + DELETE FROM file_info + WHERE domain_id = %s + """ + + delete_domain_query = """ + DELETE FROM domain_info + WHERE domain_id = %s + """ + + try: + self.cursor.execute(get_domain_type_query, (domain_id,)) + domain_type = self.cursor.fetchone() + if not domain_type[0]: + return -1 + + self.cursor.execute(get_files_query, (domain_id,)) + file_data = self.cursor.fetchall() + file_ids = [data[0] for data in file_data] + + # content -> files -> domain + if file_ids: + self.cursor.execute(delete_content_query, (tuple(file_ids),)) + self.cursor.execute(delete_files_query, (domain_id,)) + self.cursor.execute(delete_domain_query, (domain_id,)) + + rows_affected = self.cursor.rowcount + + return 1 if rows_affected else 0 + + except DatabaseError as e: + # Rollback in case of error + self.cursor.execute("ROLLBACK") + logger.error(f"Error deleting domain {domain_id}: {str(e)}") + raise e + + def insert_user_feedback( + self, + feedback_id: str, + user_id: str, + feedback_type: str, + description: str, + screenshot: str = None, + ): + query = """ + INSERT INTO user_feedback (feedback_id, user_id, feedback_type, description, screenshot) + VALUES (%s, %s, %s, %s, %s) + """ + try: + self.cursor.execute( + query, + ( + feedback_id, + user_id, + feedback_type, + description, + screenshot, + ), + ) + except DatabaseError as e: + self.conn.rollback() + raise e + + def insert_domain_info( + self, user_id: str, domain_id: str, domain_name: str, domain_type: int + ): + query_insert_domain_info = """ + INSERT INTO domain_info (user_id, domain_id, domain_name, domain_type) + VALUES (%s, %s, %s, %s) + """ + try: + self.cursor.execute( + query_insert_domain_info, + ( + user_id, + domain_id, + domain_name, + domain_type, + ), + ) + except DatabaseError as e: + self.conn.rollback() + raise e + + def create_domain( + self, user_id: str, domain_name: str, domain_id: str, domain_type: int + ): + query_count_domains = """ + SELECT COUNT(*), user_type + FROM domain_info d + JOIN user_info u ON d.user_id = u.user_id + WHERE u.user_id = %s + GROUP BY user_type + """ + + try: + self.cursor.execute(query_count_domains, (user_id,)) + result = self.cursor.fetchall() + + domain_count, user_type = result[0][0], result[0][1] + + if user_type == "free" and domain_count >= 3: + return { + "success": False, + "message": "Free users can only create up to 3 domains. Upgrade account to create more domains!", + } + + elif user_type == "premium" and domain_count >= 10: + return { + "success": False, + "message": "Premium users can only create up to 20 domains. Upgrade account to create more domains!", + } + + query_insert = """ + INSERT INTO domain_info (user_id, domain_id, domain_name, domain_type) + VALUES (%s, %s, %s, %s) + RETURNING domain_id + """ + + self.cursor.execute( + query_insert, (user_id, domain_id, domain_name, domain_type) + ) + created_domain_id = self.cursor.fetchone()[0] + + return { + "success": True, + "domain_id": created_domain_id, + "message": "success", + } + + except DatabaseError as e: + self.conn.rollback() + raise e + + def get_user_total_file_count(self, user_id: str): + user_type_query = """ + SELECT user_type + FROM user_info + WHERE user_id = %s + """ + + file_count_query = """ + SELECT COUNT(file_id) + FROM file_info + WHERE user_id = %s + """ + + try: + # Get user type first + self.cursor.execute(user_type_query, (user_id,)) + user_type_result = self.cursor.fetchone() + + if not user_type_result: + logger.error(f"User {user_id} not found in database") + return False + + user_type = user_type_result[0] + + # Get file count + self.cursor.execute(file_count_query, (user_id,)) + file_count_result = self.cursor.fetchone() + file_count = file_count_result[0] if file_count_result else 0 + + return file_count, user_type + except Exception as e: + self.conn.rollback() + logger.error(f"Error in user total file processing: {str(e)}") + return False + + def insert_file_batches( + self, file_info_batch: list, file_content_batch: list + ) -> bool: + """Process both file info and content in a single transaction.""" + try: + user_id = file_info_batch[0][0] + file_count, user_type = self.get_user_total_file_count(user_id) + + if user_type == "free" and file_count + len(file_info_batch) > 10: + return { + "success": False, + "message": f"Free users can only have 10 total files. You currently have {file_count} files across all folders. Upgrade to add more!", + } + elif user_type == "premium" and file_count + len(file_info_batch) > 100: + return { + "success": False, + "message": f"Premium users can only have 100 total files. You currently have {file_count} files across all folders", + } + + self._insert_file_info_batch(file_info_batch) + self._insert_file_content_batch(file_content_batch) + + return {"success": True, "message": "Files uploaded successfully"} + except Exception as e: + self.conn.rollback() + logger.error(f"Error in batch processing: {str(e)}") + return False + + def _insert_file_info_batch(self, file_info_batch: list): + """Internal method for file info insertion.""" + query = """ + INSERT INTO file_info (user_id, file_id, domain_id, file_name, file_modified_date) + VALUES %s + """ + try: + extras.execute_values(self.cursor, query, file_info_batch) + logger.info( + f"Successfully inserted {len(file_info_batch)} file info records" + ) + + except Exception as e: + logger.error(f"Error while inserting file info: {str(e)}") + raise + + def _insert_file_content_batch(self, file_content_batch: list): + """Internal method for file content insertion.""" + query = """ + INSERT INTO file_content (file_id, sentence, page_number, is_header, is_table, embedding) + VALUES %s + """ + try: + extras.execute_values(self.cursor, query, file_content_batch) + logger.info( + f"Successfully inserted {len(file_content_batch)} content rows " + ) + + except Exception as e: + logger.error(f"Error while inserting file content: {str(e)}") + raise + + def upsert_session_info(self, user_id: str, session_id: str): + # First check if the session exists + check_session_query = """ + SELECT id FROM session_info + WHERE user_id = %s AND session_id = %s + """ + + # Query to get daily question count and user type + query_get_daily_count = """ + SELECT sum(question_count), u.user_type + FROM session_info s + JOIN user_info u ON s.user_id = u.user_id + WHERE s.user_id = %s + AND s.created_at >= CURRENT_TIMESTAMP - INTERVAL '24 hours' AND s.created_at <= CURRENT_TIMESTAMP + GROUP BY u.user_type; + """ + + # Query to insert new session + insert_session_query = """ + INSERT INTO session_info + (user_id, session_id, question_count, total_enterance, last_enterance) + VALUES (%s, %s, 0, 1, CURRENT_TIMESTAMP) + RETURNING id + """ + + # Query to update existing session + update_question_query = """ + UPDATE session_info + SET question_count = question_count + 1, + last_enterance = CURRENT_TIMESTAMP + WHERE user_id = %s AND session_id = %s + RETURNING question_count + """ + + try: + # Check if session exists + self.cursor.execute(check_session_query, (user_id, session_id)) + session_exists = self.cursor.fetchone() + + # If session doesn't exist, create it + if not session_exists: + self.cursor.execute(insert_session_query, (user_id, session_id)) + self.conn.commit() + + # Get daily count and user type + self.cursor.execute(query_get_daily_count, (user_id,)) + result = self.cursor.fetchall() + daily_count, user_type = result[0][0], result[0][1] + + # Check free user limits + if user_type == "free" and daily_count >= 25: + return { + "success": False, + "message": "Daily question limit reached for free user. Please try again tomorrow or upgrade your plan!", + "question_count": daily_count, + } + + # Increment question count + self.cursor.execute(update_question_query, (user_id, session_id)) + question_count = self.cursor.fetchone()[0] + self.conn.commit() + + return { + "success": True, + "message": "success", + "question_count": question_count, + "daily_count": daily_count, + } + except Exception as e: + self.conn.rollback() + print(f"Error updating session info: {str(e)}") + raise e + + def insert_user_rating( + self, rating_id: str, user_id: str, rating: int, user_note: str + ): + query = """ + INSERT INTO user_rating (rating_id, user_id, rating, user_note) + VALUES (%s, %s, %s, %s) + """ + try: + self.cursor.execute(query, (rating_id, user_id, rating, user_note)) + except Exception as e: + self.conn.rollback() + raise e + + def clear_file_info(self, user_id: str, file_ids: list): + query = """ + DELETE FROM file_info + WHERE user_id = %s AND file_id IN %s + """ + try: + self.cursor.execute( + query, + ( + user_id, + tuple( + file_ids, + ), + ), + ) + return 1 + except DatabaseError as e: + self.conn.rollback() + raise e + + def clear_file_content(self, file_id: list): + clear_content_query = """ + DELETE FROM file_content + WHERE file_id = %s + """ + clear_file_info_query = """ + DELETE FROM file_info + WHERE file_id = %s + """ + try: + self.cursor.execute( + clear_content_query, + (file_id,), + ) + + self.cursor.execute( + clear_file_info_query, + (file_id,), + ) + + rows_affected = self.cursor.rowcount + + return 1 if rows_affected else 0 + + except DatabaseError as e: + self.conn.rollback() + raise e + + def update_user_subscription( + self, + user_email: str, + lemon_squeezy_customer_id: str, + receipt_url: str, + ): + try: + query_get_user = """ + SELECT user_id FROM user_info + WHERE user_email = %s + LIMIT 1 + """ + self.cursor.execute(query_get_user, (user_email,)) + result = self.cursor.fetchone() + + if result: + # Insert user into the premium table + user_id = result[0] + query_insert_premium_user = """ + INSERT INTO premium_user_info (lemon_squeezy_customer_id, user_id, receipt_url) + VALUES (%s, %s, %s) + """ + self.cursor.execute( + query_insert_premium_user, + (lemon_squeezy_customer_id, user_id, receipt_url), + ) + + # Update user info within the user_info table + query_update_user_info = """ + UPDATE user_info + SET user_type = %s + WHERE user_id = %s + RETURNING user_id + """ + self.cursor.execute(query_update_user_info, ("premium", user_id)) + return + else: + # This is for handling webhooks before we've updated the user record + logger.warning( + f"Received webhook for unknown customer: {lemon_squeezy_customer_id}" + ) + return False + except Exception as e: + logger.error(f"Error updating subscription: {str(e)}") + self.conn.rollback() # Added rollback to prevent transaction errors + return False + + +if __name__ == "__main__": + with Database() as db: + db.reset_database() + db.initialize_tables() diff --git a/doclink/app/db/sql/database_reset.sql b/doclink/app/db/sql/database_reset.sql new file mode 100644 index 0000000..59558f2 --- /dev/null +++ b/doclink/app/db/sql/database_reset.sql @@ -0,0 +1,38 @@ +-- drop_all_tables.sql + +-- Disable foreign key checks to avoid dependency issues +SET session_replication_role = 'replica'; + +-- Drop all tables in the public schema +DO $$ +DECLARE + r RECORD; +BEGIN + FOR r IN (SELECT tablename FROM pg_tables WHERE schemaname = 'public') LOOP + EXECUTE 'DROP TABLE IF EXISTS ' || quote_ident(r.tablename) || ' CASCADE'; + END LOOP; +END $$; + +-- Re-enable foreign key checks +SET session_replication_role = 'origin'; + +-- Optionally, you can also drop sequences if you have any +DO $$ +DECLARE + r RECORD; +BEGIN + FOR r IN (SELECT sequencename FROM pg_sequences WHERE schemaname = 'public') LOOP + EXECUTE 'DROP SEQUENCE IF EXISTS ' || quote_ident(r.sequencename) || ' CASCADE'; + END LOOP; +END $$; + +-- If you want to reset the primary key sequences for all tables, you can add this: +-- (Note: Only necessary if you've inserted data and want to reset auto-incrementing ids) +DO $$ +DECLARE + r RECORD; +BEGIN + FOR r IN (SELECT tablename FROM pg_tables WHERE schemaname = 'public') LOOP + EXECUTE 'ALTER TABLE ' || quote_ident(r.tablename) || ' ALTER COLUMN id RESTART WITH 1;'; + END LOOP; +END $$; \ No newline at end of file diff --git a/doclink/app/db/sql/table_initialize.sql b/doclink/app/db/sql/table_initialize.sql new file mode 100644 index 0000000..2ff6a31 --- /dev/null +++ b/doclink/app/db/sql/table_initialize.sql @@ -0,0 +1,88 @@ +CREATE TABLE IF NOT EXISTS user_info ( + user_id UUID PRIMARY KEY, + google_id VARCHAR(255) NOT NULL, + user_name VARCHAR(50) NOT NULL, + user_surname VARCHAR(50) NOT NULL, + user_email VARCHAR(100) UNIQUE NOT NULL, + user_type VARCHAR(20) DEFAULT 'free', + picture_url VARCHAR(255), + user_created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP +); + +CREATE TABLE IF NOT EXISTS premium_user_info ( + lemon_squeezy_customer_id VARCHAR(255) NOT NULL, + user_id UUID PRIMARY KEY, + receipt_url VARCHAR, + payment_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (user_id) REFERENCES user_info(user_id) +); + +CREATE TABLE IF NOT EXISTS user_feedback ( + feedback_id UUID PRIMARY KEY, + user_id UUID NOT NULL, + feedback_type VARCHAR(20) NOT NULL, + description TEXT NOT NULL, + screenshot TEXT, + created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (user_id) REFERENCES user_info(user_id) +); + +CREATE TABLE IF NOT EXISTS domain_info ( + user_id UUID NOT NULL, + domain_id UUID PRIMARY KEY, + domain_name VARCHAR(30) NOT NULL, + domain_type INTEGER, + FOREIGN KEY (user_id) REFERENCES user_info(user_id) +); + +CREATE TABLE IF NOT EXISTS file_info ( + user_id UUID NOT NULL, + domain_id UUID NOT NULL, + file_id UUID PRIMARY KEY, + file_name VARCHAR(255) NOT NULL, + file_modified_date DATE, + file_upload_date DATE DEFAULT CURRENT_DATE, + FOREIGN KEY (user_id) REFERENCES user_info(user_id), + FOREIGN KEY (domain_id) REFERENCES domain_info(domain_id) +); + +CREATE TABLE IF NOT EXISTS file_content ( + content_id SERIAL PRIMARY KEY, + file_id UUID NOT NULL, + sentence TEXT NOT NULL, + is_header BOOLEAN DEFAULT FALSE, + is_table BOOLEAN DEFAULT FALSE, + page_number INTEGER, + embedding BYTEA, + FOREIGN KEY (file_id) REFERENCES file_info(file_id) +); + +CREATE TABLE IF NOT EXISTS session_info ( + id SERIAL PRIMARY KEY, + user_id UUID NOT NULL, + session_id UUID NOT NULL, + question_count INTEGER DEFAULT 0, + created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP, + total_enterance INTEGER DEFAULT 0, + last_enterance TIMESTAMP, + FOREIGN KEY (user_id) REFERENCES user_info(user_id) +); + +CREATE TABLE IF NOT EXISTS default_content ( + content_id SERIAL PRIMARY KEY, + file_id UUID NOT NULL, + sentence TEXT NOT NULL, + is_header BOOLEAN DEFAULT FALSE, + is_table BOOLEAN DEFAULT FALSE, + page_number INTEGER, + embedding BYTEA +); + +CREATE TABLE IF NOT EXISTS user_rating ( + rating_id UUID PRIMARY KEY, + user_id UUID NOT NULL, + rating INTEGER NOT NULL, + user_note TEXT, + created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (user_id) REFERENCES user_info(user_id) +); \ No newline at end of file diff --git a/doclink/app/functions/__init__.py b/doclink/app/functions/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/doclink/app/functions/chatbot_functions.py b/doclink/app/functions/chatbot_functions.py new file mode 100644 index 0000000..25cd86e --- /dev/null +++ b/doclink/app/functions/chatbot_functions.py @@ -0,0 +1,83 @@ +from openai import OpenAI +from dotenv import load_dotenv +from langdetect import detect +import textwrap +import yaml +import re +from typing import Dict, Any, Match + + +class ChatbotFunctions: + def __init__(self): + load_dotenv() + self.client = OpenAI() + + with open("app/utils/prompts.yaml", "r", encoding="utf-8") as file: + self.prompt_data = yaml.safe_load(file) + + def _prompt_query_generation(self, query, file_lang): + return textwrap.dedent( + self.get_prompt(category="queries", query=query, file_lang=file_lang) + ) + + def _prompt_answer_generation(self, query, context, lang, intention): + return textwrap.dedent( + self.get_prompt(category=intention, query=query, context=context, lang=lang) + ) + + def response_generation(self, query, context, intention): + lang = self.detect_language(query=query) + prompt = self._prompt_answer_generation( + query=query, context=context, lang=lang, intention=intention + ) + response = self.client.chat.completions.create( + model="gpt-4o-mini", + messages=[ + {"role": "system", "content": prompt}, + {"role": "user", "content": query}, + ], + temperature=0, + ) + answer = response.choices[0].message.content.strip() + return answer + + def query_generation(self, query, file_lang): + lang = self.detect_language(query=query) + prompt = self._prompt_query_generation(query, file_lang=file_lang) + response = self.client.chat.completions.create( + model="gpt-4o-mini", + messages=[ + {"role": "system", "content": prompt}, + {"role": "user", "content": query}, + ], + temperature=0, + ) + new_queries = response.choices[0].message.content.strip() + return new_queries, lang + + def detect_language(self, query): + if query.isalpha(): + lang = detect(text=query) + return "tr" if lang == "tr" else "en" + return None + + def replace_variables(self, match: Match, kwargs: Dict[str, Any]): + variables = match.group(1) or match.group(2) + value = kwargs.get(variables) + return str(value) + + def get_prompt(self, category, **kwargs): + variable_pattern = r"\${?(\w+)}?|\{(\w+)\}" + try: + prompt = self.prompt_data["prompts"]["languages"]["en"][category.strip()][ + 0 + ]["text"] + + def replace_wrapper(match): + return self.replace_variables(match, kwargs) + + full_prompt = re.sub(variable_pattern, replace_wrapper, prompt) + return full_prompt + except KeyError: + print(f"No template found for {category}") + return None diff --git a/doclink/app/functions/embedding_functions.py b/doclink/app/functions/embedding_functions.py new file mode 100644 index 0000000..46d428f --- /dev/null +++ b/doclink/app/functions/embedding_functions.py @@ -0,0 +1,36 @@ +import numpy as np +from openai import OpenAI +from dotenv import load_dotenv +from typing import List + + +class EmbeddingFunctions: + def __init__(self): + load_dotenv() + self.client = OpenAI() + + def create_embeddings_from_sentences( + self, sentences: List[str], chunk_size: int = 2000 + ) -> List[np.ndarray]: + file_embeddings = [] + for chunk_index in range(0, len(sentences), chunk_size): + chunk_embeddings = self.client.embeddings.create( + model="text-embedding-3-small", + input=sentences[chunk_index : chunk_index + chunk_size], + ) + chunk_array = np.array( + [x.embedding for x in chunk_embeddings.data], dtype=np.float16 + ) + file_embeddings.append( + chunk_array / np.linalg.norm(chunk_array, axis=1)[:, np.newaxis] + ) + + return np.vstack(file_embeddings) + + def create_embedding_from_sentence(self, sentence: list) -> np.ndarray: + query_embedding = self.client.embeddings.create( + model="text-embedding-3-small", input=sentence + ) + return np.array(query_embedding.data[0].embedding, dtype=np.float16).reshape( + 1, -1 + ) diff --git a/doclink/app/functions/export_functions.py b/doclink/app/functions/export_functions.py new file mode 100644 index 0000000..f484562 --- /dev/null +++ b/doclink/app/functions/export_functions.py @@ -0,0 +1,126 @@ +from reportlab.lib import colors +from reportlab.lib.pagesizes import A4 +from reportlab.lib.styles import ParagraphStyle, getSampleStyleSheet +from reportlab.platypus import SimpleDocTemplate, Paragraph, Spacer +from reportlab.pdfbase import pdfmetrics +from reportlab.pdfbase.ttfonts import TTFont +from io import BytesIO +import re + + +class Exporter: + def __init__(self): + self.styles = getSampleStyleSheet() + self.setup_styles() + + def _register_fonts(self): + pdfmetrics.registerFont(TTFont("Helvetica", "Helvetica")) + pdfmetrics.registerFont(TTFont("Helvetica-Bold", "Helvetica-Bold")) + + def setup_styles(self): + self.styles.add( + ParagraphStyle( + name="Header", + fontSize=14, + textColor=colors.HexColor("#10B981"), + spaceAfter=12, + fontName="Helvetica-Bold", + encoding="utf-8", + ) + ) + + self.styles.add( + ParagraphStyle( + name="Content", + fontSize=11, + textColor=colors.black, + spaceAfter=8, + fontName="Helvetica", + encoding="utf-8", + ) + ) + + self.styles.add( + ParagraphStyle( + name="Bullet-Point", + fontSize=11, + leftIndent=20, + bulletIndent=10, + spaceAfter=5, + fontName="Helvetica", + encoding="utf-8", + ) + ) + + def clean_text(self, text: str) -> str: + if not isinstance(text, str): + text = text.decode("utf-8") + + text = text.replace("ฤฑ", "i").replace("ฤฐ", "I") + text = text.replace("ฤŸ", "g").replace("ฤž", "G") + text = text.replace("รผ", "u").replace("รœ", "U") + text = text.replace("ลŸ", "s").replace("ลž", "S") + text = text.replace("รถ", "o").replace("ร–", "O") + text = text.replace("รง", "c").replace("ร‡", "C") + + text = re.sub( + r"\[header\](.*?)\[/header\]", r'\1', text + ) + text = re.sub(r"\[bold\](.*?)\[/bold\]", r"\1", text) + return text + + def create_watermark(self, canvas, doc): + canvas.saveState() + canvas.setFillColor(colors.HexColor("#10B981")) + canvas.setFont("Helvetica", 8) + canvas.drawString(30, 20, "Generated by docklink.io") + canvas.restoreState() + + def export_pdf(self, data: str) -> BytesIO: + buffer = BytesIO() + content = [] + cleaned_text = self.clean_text(data) + + doc = SimpleDocTemplate( + buffer, + pagesize=A4, + rightMargin=30, + leftMargin=30, + topMargin=30, + bottomMargin=30, + ) + + lines = cleaned_text.split("\n") + + for line in lines: + if line.strip(): + if ( + line.startswith("

") + or line.startswith('') + or "header" in line + ): + # Header section + text = line.replace("

", "").replace("

", "") + content.append(Paragraph(text, self.styles["Header"])) + elif line.startswith("-"): + # Bullet point + text = line.strip() + content.append(Paragraph(f"- {text}", self.styles["Bullet-Point"])) + else: + # Normal text + content.append(Paragraph(line, self.styles["Content"])) + + content.append(Spacer(1, 2)) + + try: + doc.build( + content, + onFirstPage=self.create_watermark, + onLaterPages=self.create_watermark, + ) + buffer.seek(0) + return buffer + except Exception as e: + raise ValueError( + f"Error: {e} Content too large or complex to export to PDF" + ) diff --git a/doclink/app/functions/indexing_functions.py b/doclink/app/functions/indexing_functions.py new file mode 100644 index 0000000..5e2fc0c --- /dev/null +++ b/doclink/app/functions/indexing_functions.py @@ -0,0 +1,12 @@ +import faiss + + +class IndexingFunctions: + def __init__(self): + pass + + def create_flat_index(self, embeddings): + dimension = len(embeddings[0]) + index = faiss.IndexFlatIP(dimension) + index.add(embeddings) + return index diff --git a/doclink/app/functions/reading_functions.py b/doclink/app/functions/reading_functions.py new file mode 100644 index 0000000..1f8a463 --- /dev/null +++ b/doclink/app/functions/reading_functions.py @@ -0,0 +1,536 @@ +import fitz +import tempfile +import io +import re +import spacy +import pymupdf4llm +import xml.etree.ElementTree as ET +import zipfile +from pathlib import Path +from langchain_text_splitters import MarkdownHeaderTextSplitter +from docling.datamodel.base_models import InputFormat +from docling.pipeline.simple_pipeline import SimplePipeline +from docling.document_converter import ( + DocumentConverter, + WordFormatOption, + PowerpointFormatOption, + HTMLFormatOption, +) + + +class ReadingFunctions: + def __init__(self): + self.nlp = spacy.load( + "en_core_web_sm", + disable=[ + "tagger", + "attribute_ruler", + "lemmatizer", + "ner", + "textcat", + "custom", + ], + ) + self.max_file_size_mb = 50 + self.headers_to_split_on = [ + ("#", "Header 1"), + ("##", "Header 2"), + ("###", "Header 3"), + ("####", "Header 4"), + ] + self.markdown_splitter = MarkdownHeaderTextSplitter( + self.headers_to_split_on, strip_headers=False, return_each_line=True + ) + self.converter = DocumentConverter( + allowed_formats=[ + InputFormat.DOCX, + InputFormat.PPTX, + InputFormat.XLSX, + InputFormat.PDF, + InputFormat.HTML, + ], + format_options={ + InputFormat.DOCX: WordFormatOption(pipeline_cls=SimplePipeline), + InputFormat.PPTX: PowerpointFormatOption(pipeline_cls=SimplePipeline), + InputFormat.HTML: HTMLFormatOption(pipeline_cls=SimplePipeline), + }, + ) + + def read_file(self, file_bytes: bytes, file_name: str): + """Read and process file content from bytes""" + file_size_mb = self._get_file_size(file_bytes=file_bytes) + file_type = file_name.split(".")[-1].lower() + + if file_size_mb > self.max_file_size_mb: + raise ValueError(f"File size exceeds {self.max_file_size_mb}MB limit") + + try: + if file_type == "pdf": + return self._process_pdf(file_bytes=file_bytes) + elif file_type == "docx": + return self._process_docx(file_bytes=file_bytes) + elif file_type == "pptx": + return self._process_pptx(file_bytes=file_bytes) + elif file_type == "xlsx": + return self._process_xlsx(file_bytes=file_bytes) + elif file_type == "udf": + return self._process_udf(file_bytes=file_bytes) + elif file_type in ["txt", "rtf"]: + return self._process_txt(file_bytes=file_bytes) + else: + raise ValueError(f"Unsupported file type: {file_type}") + + except Exception as e: + raise ValueError(f"Error processing {file_name}: {str(e)}") + + def read_url(self, html_content: tuple): + html_data = { + "sentences": [], + "page_number": [], + "is_header": [], + "is_table": [], + } + + try: + with tempfile.NamedTemporaryFile(delete=True, suffix=".html") as temp_file: + temp_file.write(html_content.encode("utf-8")) + temp_file.flush() + html_path = Path(temp_file.name) + md_text = self.converter.convert( + html_path + ).document.export_to_markdown() + splits = self.markdown_splitter.split_text(md_text) + + for split in splits: + if ( + not len(split.page_content) > 5 + or re.match(r"^[^\w]*$", split.page_content) + or split.page_content[:4] == " + + + + + + + + + + + + + + + `; + + this.element.innerHTML += ` + + `; + + document.body.appendChild(this.element); + } + + setupEventListeners() { + // Search functionality + const searchInput = this.element.querySelector('#domainSearchInput'); + searchInput?.addEventListener('input', (e) => { + this.events.emit('domainSearch', e.target.value); + }); + + // New domain button + const newDomainBtn = this.element.querySelector('#newDomainBtn'); + newDomainBtn?.addEventListener('click', () => { + this.handleNewDomain(); + }); + + // Domain deletion + this.domainManager.events.on('domainFileCountUpdated', ({ domainId, newCount }) => { + const domainCard = this.element.querySelector(`[data-domain-id="${domainId}"]`); + if (domainCard) { + const fileCountElement = domainCard.querySelector('.file-count'); + if (fileCountElement) { + fileCountElement.textContent = `${newCount} files`; + } + } + }); + + // Select button + const selectButton = this.element.querySelector('.select-button'); + selectButton?.addEventListener('click', () => { + if (this.temporarySelectedId) { + this.events.emit('domainSelected', this.temporarySelectedId); + this.hide(); + } + }); + + // Close button + const closeButton = this.element.querySelector('.close-button'); + closeButton?.addEventListener('click', () => { + this.resetTemporarySelection(); + this.hide(); + }); + + // Handle modal hidden event + this.element.addEventListener('hidden.bs.modal', () => { + this.resetTemporarySelection(); + }); + } + + createDomainCard(domain) { + return ` +
+
+
+ + +
+
+
${domain.name}
+ ${domain.fileCount} files +
+
+
+ + +
+
+ `; + } + + setupDomainCardListeners() { + this.element.querySelectorAll('.domain-card').forEach(card => { + if (card.classList.contains('new-domain-input-card')) return; + + const domainId = card.dataset.domainId; + const checkbox = card.querySelector('.domain-checkbox'); + + // Handle entire card click for selection + card.addEventListener('click', (e) => { + if (!e.target.closest('.domain-actions') && !e.target.closest('.checkbox-wrapper')) { + checkbox.checked = !checkbox.checked; + this.handleDomainSelection(checkbox, domainId); + } + }); + + // Handle checkbox click + checkbox?.addEventListener('change', (e) => { + e.stopPropagation(); + this.handleDomainSelection(checkbox, domainId); + }); + + // Delete button + card.querySelector('.delete-button')?.addEventListener('click', (e) => { + e.stopPropagation(); + this.domainToDelete = domainId; + this.showDomainDeleteModal(); + }); + + // Edit button + card.querySelector('.edit-button')?.addEventListener('click', (e) => { + e.stopPropagation(); + this.enableDomainEditing(card); + }); + }); + } + + handleDomainSelection(checkbox, domainId) { + // Uncheck all other checkboxes + this.element.querySelectorAll('.domain-checkbox').forEach(cb => { + if (cb !== checkbox) { + cb.checked = false; + } + }); + + // Update temporary selection + this.temporarySelectedId = checkbox.checked ? domainId : null; + } + + resetTemporarySelection() { + this.temporarySelectedId = null; + this.element.querySelectorAll('.domain-checkbox').forEach(cb => { + cb.checked = false; + }); + } + + handleNewDomain() { + const template = document.getElementById('newDomainInputTemplate'); + const domainsContainer = this.element.querySelector('#domainsContainer'); + + if (template && domainsContainer) { + const clone = template.content.cloneNode(true); + domainsContainer.appendChild(clone); + + const inputCard = domainsContainer.querySelector('.new-domain-input-card'); + const input = inputCard.querySelector('.new-domain-input'); + + this.setupNewDomainHandlers(inputCard, input); + input.focus(); + } + } + + setupNewDomainHandlers(inputCard, input) { + const confirmBtn = inputCard.querySelector('.confirm-button'); + const cancelBtn = inputCard.querySelector('.cancel-button'); + + const handleConfirm = async () => { + const name = input.value.trim(); + if (name) { + if (name.length > 20) { + const alertElement = document.createElement('div'); + alertElement.className = 'alert-modal'; + alertElement.innerHTML = ` +
+
I can't do it...
+

Folder name must be 20 characters or less. Please try again with a shorter name!

+ +
+ `; + + document.body.appendChild(alertElement); + + const closeButton = alertElement.querySelector('.alert-button'); + closeButton.addEventListener('click', () => { + alertElement.classList.remove('show'); + document.body.style.overflow = ''; + setTimeout(() => alertElement.remove(), 300); + }); + + requestAnimationFrame(() => { + alertElement.classList.add('show'); + document.body.style.overflow = 'hidden'; + }); + + return; + } + + const result = await window.createDomain(window.serverData.userId, name); + if (result.success) { + this.events.emit('domainCreate', { + id: result.id, + name: name + }); + this.updateDomainCount(); + inputCard.remove(); + } else { + if (result.message && result.message.includes('up to 3 domains')) { + const alertElement = document.createElement('div'); + alertElement.className = 'alert-modal'; + alertElement.innerHTML = ` +
+
+ +
+
Folder Limit Reached
+

${result.message}

+
+ Domains Used: ${this.domainManager.getAllDomains().length}/3 +
+ +
+ `; + + document.body.appendChild(alertElement); + + const closeButton = alertElement.querySelector('.alert-button'); + closeButton.addEventListener('click', () => { + alertElement.classList.remove('show'); + document.body.style.overflow = ''; + setTimeout(() => alertElement.remove(), 100); + }); + + requestAnimationFrame(() => { + alertElement.classList.add('show'); + document.body.style.overflow = 'hidden'; + }); + + } else { + this.events.emit('warning', 'Failed to create folder. Please try again.'); + } + inputCard.remove(); + } + } + }; + + confirmBtn.addEventListener('click', handleConfirm); + cancelBtn.addEventListener('click', () => inputCard.remove()); + + input.addEventListener('keypress', (e) => { + if (e.key === 'Enter') handleConfirm(); + }); + + input.addEventListener('keydown', (e) => { + if (e.key === 'Escape') inputCard.remove(); + }); + } + + async enableDomainEditing(card) { + const domainInfo = card.querySelector('.domain-info'); + const domainNameElement = domainInfo.querySelector('h6'); + const currentName = domainNameElement.getAttribute('title') || domainNameElement.textContent; + const domainId = card.dataset.domainId; + + const wrapper = document.createElement('div'); + wrapper.className = 'domain-name-input-wrapper'; + wrapper.innerHTML = ` + +
+ + +
+ `; + + const input = wrapper.querySelector('.domain-name-input'); + const confirmBtn = wrapper.querySelector('.edit-confirm-button'); + const cancelBtn = wrapper.querySelector('.edit-cancel-button'); + + const handleConfirm = async () => { + const newName = input.value.trim(); + if (newName && newName !== currentName) { + if (newName.length > 20) { + this.events.emit('warning', 'Folder name must be less than 20 characters'); + return; + } + + const success = await window.renameDomain(domainId, newName); + + if (success) { + this.events.emit('domainEdit', { + id: domainId, + newName: newName + }); + wrapper.replaceWith(domainNameElement); + domainNameElement.textContent = newName; + domainNameElement.setAttribute('title', newName); + } else { + this.events.emit('warning', 'Failed to rename domain'); + } + } else { + wrapper.replaceWith(domainNameElement); + } + }; + + confirmBtn.addEventListener('click', handleConfirm); + cancelBtn.addEventListener('click', () => wrapper.replaceWith(domainNameElement)); + + input.addEventListener('keypress', (e) => { + if (e.key === 'Enter') handleConfirm(); + }); + + input.addEventListener('keydown', (e) => { + if (e.key === 'Escape') wrapper.replaceWith(domainNameElement); + }); + + domainNameElement.replaceWith(wrapper); + input.focus(); + input.select(); + } + + updateDomainsList(domains) { + const container = this.element.querySelector('#domainsContainer'); + if (container) { + container.innerHTML = domains.map(domain => this.createDomainCard(domain)).join(''); + this.setupDomainCardListeners(); + } + } + + updateDomainCount() { + const domains = this.domainManager.getAllDomains(); + const count = domains.length; + const percentage = (count / 3) * 100; + + const countElement = this.element.querySelector('.domains-count'); + const progressBar = this.element.querySelector('.progress-bar'); + + if (countElement && progressBar) { + countElement.textContent = `${count}/3`; + progressBar.style.width = `${percentage}%`; + + } + } + + show() { + const modal = new bootstrap.Modal(this.element); + this.resetTemporarySelection(); + this.updateDomainCount(); + modal.show(); + } + + hide() { + const modal = bootstrap.Modal.getInstance(this.element); + if (modal) { + modal.hide(); + } + } + + initializeDeleteModal() { + const deleteModalElement = document.getElementById('deleteConfirmModal'); + if (deleteModalElement) { + this.deleteModal = new bootstrap.Modal(deleteModalElement, { + backdrop: 'static', + keyboard: false + }); + + deleteModalElement.addEventListener('show.bs.modal', () => { + document.getElementById('domainSelectModal').classList.add('delete-confirmation-open'); + }); + + deleteModalElement.addEventListener('hidden.bs.modal', () => { + document.getElementById('domainSelectModal').classList.remove('delete-confirmation-open'); + this.domainToDelete = null; // Clean up on hide + }); + + const confirmBtn = deleteModalElement.querySelector('#confirmDeleteBtn'); + confirmBtn?.addEventListener('click', async () => { + if (this.domainToDelete) { + await this.handleDomainDelete(this.domainToDelete); + this.domainToDelete = null; + this.deleteModal.hide(); + } + }); + + const cancelBtn = deleteModalElement.querySelector('.btn-outline-secondary'); + cancelBtn?.addEventListener('click', () => { + this.domainToDelete = null; + this.deleteModal.hide(); + }); + } + } + + showDomainDeleteModal() { + if (this.deleteModal) { + this.deleteModal.show(); + } + } + + hideDomainDeleteModal() { + if (this.deleteModal) { + this.deleteModal.hide(); + } + } + + async handleDomainDelete(domainId) { + const result = await window.deleteDomain(domainId); + + if (result.success) { + this.events.emit('domainDelete', domainId); + this.hideDomainDeleteModal(); + this.updateDomainCount(); + this.events.emit('message', { + text: 'Knowledege Base deleted!', + type: 'success' + }); + } else { + this.hideDomainDeleteModal(); + + const messageElement = document.getElementById('domainInfoMessage'); + if (messageElement) { + messageElement.textContent = result.message; + } + const infoModal = new bootstrap.Modal(document.getElementById('defaultDomainInfoModal')); + infoModal.show(); + } + } +} + +class FileUploadModal extends Component { + constructor(DomainManager) { + const element = document.createElement('div'); + element.id = 'fileUploadModal'; + element.className = 'modal fade'; + element.setAttribute('tabindex', '-1'); + element.setAttribute('aria-hidden', 'true'); + super(element); + + this.isUploading = false; + this.fileBasket = new FileBasket(); + this.urlInputModal = new URLInputModal() + this.domainManager = DomainManager; + + this.render(); + this.setupEventListeners(); + this.setupCloseButton(); + this.currentpicker = null; + } + + render() { + this.element.innerHTML = ` +
+
+
+
+
+
Selected Folder:
+
+ +
+
+
+ Total Sources + 0/20 +
+
+
+
+
+
+ +
+
+ +
+
+
+
+ +
+
+
Upload Files
+

Drag & drop or choose files to upload

+ Supported file types: PDF, DOCX, XLSX, PPTX, UDF and TXT + +
+
+ + + + + + +
+
+
+ + `; + + document.body.appendChild(this.element); + } + + setupEventListeners() { + const dropZone = this.element.querySelector('#dropZone'); + const fileInput = this.element.querySelector('#fileInput'); + const uploadBtn = this.element.querySelector('#uploadBtn'); + const chooseText = this.element.querySelector('.choose-text'); + const uploadIcon = this.element.querySelector('.upload-icon-wrapper'); + const urlButton = this.element.querySelector('.url-input-btn'); + + // Drag and drop handlers + ['dragenter', 'dragover', 'dragleave', 'drop'].forEach(eventName => { + dropZone.addEventListener(eventName, (e) => { + e.preventDefault(); + e.stopPropagation(); + }); + }); + + ['dragenter', 'dragover'].forEach(eventName => { + dropZone.addEventListener(eventName, () => { + if (!this.isUploading) { + dropZone.classList.add('dragover'); + } + }); + }); + + ['dragleave', 'drop'].forEach(eventName => { + dropZone.addEventListener(eventName, () => { + dropZone.classList.remove('dragover'); + }); + }); + + // File drop handler + dropZone.addEventListener('drop', (e) => { + if (!this.isUploading) { + const files = e.dataTransfer.files; + this.handleFiles(files); + } + }); + + // Icon click handler + uploadIcon.addEventListener('click', () => { + if (!this.isUploading) { + fileInput.click(); + } + }); + + // File input handler + chooseText.addEventListener('click', () => { + if (!this.isUploading) { + fileInput.click(); + } + }); + + fileInput.addEventListener('change', () => { + this.handleFiles(fileInput.files); + }); + + // Upload button handler + uploadBtn.addEventListener('click', () => { + this.startUpload(); + }); + + urlButton.addEventListener('click', () => { + if (!this.isUploading) { + this.urlInputModal.show(); + } + }); + + this.urlInputModal.events.on('urlProcessed', (result) => { + if (result.files) { + this.handleFiles(result.files); + } + this.events.emit('message', result); + }); + + this.element.addEventListener('hidden.bs.modal', () => { + this.events.emit('modalClose'); + }); + } + + handleFiles(newFiles) { + if (this.isUploading) return; + + const fileList = this.element.querySelector('#fileList'); + const uploadBtn = this.element.querySelector('#uploadBtn'); + const uploadArea = this.element.querySelector('#dropZone'); + + let addFilesResult; + if (newFiles[0]?.mimeType) { + addFilesResult = this.fileBasket.addDriveFiles(newFiles); + } else { + addFilesResult = this.fileBasket.addFiles(newFiles); + } + + if (addFilesResult.duplicates > 0) { + this.events.emit('warning', `${addFilesResult.duplicates} files were skipped as they were already added`); + } + + // Update UI + fileList.innerHTML = ''; + this.fileBasket.getFileNames().forEach(fileName => { + const fileItem = this.createFileItem(fileName); + fileList.appendChild(fileItem); + }); + + this.updateUploadUI(fileList, uploadBtn, uploadArea); + this.updateSourceCount(); + } + + createFileItem(fileName) { + const fileItem = document.createElement('div'); + fileItem.className = 'file-item pending-upload'; + fileItem.dataset.fileName = fileName; + const driveFile = this.fileBasket.drivefiles.get(fileName); + + const icon = this.getFileIcon(fileName,driveFile?.mimeType); + fileItem.innerHTML = ` +
+ +
+
+
${fileName}
+
+
+
+
+
+ +
+ `; + + const removeButton = fileItem.querySelector('.file-remove'); + removeButton.addEventListener('click', () => { + if (!this.isUploading) { + this.fileBasket.removeFile(fileName); + fileItem.remove(); + this.updateUploadUI( + this.element.querySelector('#fileList'), + this.element.querySelector('#uploadBtn'), + this.element.querySelector('#dropZone') + ); + } + }); + + return fileItem; + } + + setupCloseButton() { + const closeButton = this.element.querySelector('.close-button'); + closeButton.addEventListener('click', () => { + console.log('Close button clicked'); + this.hide(); + }); + } + + setLoadingState(isLoading) { + const loadingOverlay = this.element.querySelector('.upload-loading-overlay'); + const closeButton = this.element.querySelector('.close-button'); + const uploadBtn = this.element.querySelector('#uploadBtn'); + const modal = bootstrap.Modal.getInstance(this.element); + + if (isLoading) { + loadingOverlay.style.display = 'flex'; + closeButton.style.display = 'none'; + uploadBtn.disabled = true; + modal._config.backdrop = 'static'; + modal._config.keyboard = false; + } else { + loadingOverlay.style.display = 'none'; + closeButton.style.display = 'block'; + uploadBtn.disabled = false; + modal._config.backdrop = true; + modal._config.keyboard = true; + } + } + + async startUpload() { + if (!this.fileBasket.hasFilesToUpload() || this.isUploading) return; + + this.isUploading = true; + const uploadBtn = this.element.querySelector('#uploadBtn'); + uploadBtn.disabled = true; + this.setLoadingState(true); + let successCount = 0; + + try { + while (this.fileBasket.hasFilesToUpload()) { + const batch = this.fileBasket.getBatch(); + const uploadPromises = batch.map(async (fileName) => { + try { + const result = await this.uploadFile(fileName); + if (result.success) successCount++; + } catch (error) { + console.error(`Failed to upload ${fileName}:`, error); + } + }); + await Promise.all(uploadPromises); + } + + if (successCount > 0) { + const uploadResult = await window.uploadFiles(window.serverData.userId); + + if (uploadResult.success) { + this.events.emit('filesUploaded', uploadResult.data); + this.resetUploadUI(); + this.updateSourceCount(); + this.events.emit('message', { + text: `Successfully uploaded ${successCount} files`, + type: 'success' + }); + setTimeout(() => { + this.hide(); + this.events.emit('modalClose'); + }, 500); + } else if (uploadResult.error && uploadResult.error.includes('Upgrade')) { + console.log('first') + console.log(uploadResult.error) + const alertElement = document.createElement('div'); + alertElement.className = 'alert-modal'; + alertElement.innerHTML = ` +
+
+ +
+
File Limit Reached
+

${uploadResult.error}

+ +
+ `; + + document.body.appendChild(alertElement); + + const closeButton = alertElement.querySelector('.alert-button'); + closeButton.addEventListener('click', () => { + alertElement.classList.remove('show'); + document.body.style.overflow = ''; + setTimeout(() => alertElement.remove(), 300); + }); + + requestAnimationFrame(() => { + alertElement.classList.add('show'); + document.body.style.overflow = 'hidden'; + }); + } else { + console.log('second') + console.log(uploadResult.error) + throw new Error(uploadResult.error); + } + } + + } catch (error) { + console.error('Upload error:', error); + this.events.emit('error', error.message); + } finally { + this.isUploading = false; + this.fileBasket.clear(); + uploadBtn.disabled = false; + this.setLoadingState(false); + } + } + + resetUploadUI() { + const fileList = this.element.querySelector('#fileList'); + const uploadBtn = this.element.querySelector('#uploadBtn'); + const uploadArea = this.element.querySelector('#dropZone'); + + // Clear file list + fileList.innerHTML = ''; + + // Reset upload area + uploadArea.style.display = 'flex'; + uploadBtn.disabled = true; + + // Remove "Add More Files" button + this.removeAddMoreFilesButton(); + + // Clear FileBasket + this.fileBasket.clear(); + } + + async uploadFile(fileName) { + const fileItem = this.element.querySelector(`[data-file-name="${fileName}"]`); + const progressBar = fileItem.querySelector('.progress-bar'); + + try { + const formData = this.fileBasket.getFileFormData(fileName); + if (!formData) throw new Error('File not found'); + + fileItem.classList.remove('pending-upload'); + fileItem.classList.add('uploading'); + + let success; + if (formData.has('driveFileId')) { + success = await window.storedriveFile(window.serverData.userId, formData); + } else { + success = await window.storeFile(window.serverData.userId, formData); + } + + if (success) { + progressBar.style.width = '100%'; + fileItem.classList.remove('uploading'); + fileItem.classList.add('uploaded'); + return { success: true }; + } else { + throw new Error(result.error); + } + + } catch (error) { + fileItem.classList.remove('uploading'); + fileItem.classList.add('upload-error'); + return { success: false, error: error.message }; + } + } + + loadDrivePicker() { + if (typeof google === 'undefined') { + const script = document.createElement('script'); + script.src = 'https://apis.google.com/js/api.js'; + script.onload = () => { + window.gapi.load('picker', () => { + this.createPicker(); + }); + }; + document.body.appendChild(script); + } else { + this.createPicker(); + } + } + + createPicker() { + + if (this.currentPicker) { + this.currentPicker.dispose(); + this.currentPicker = null; + } + + const accessToken = document.cookie + .split('; ') + .find(row => row.startsWith('drive_access_token=')) + ?.split('=')[1]; + + if (!accessToken) { + const alertModal = document.createElement('div'); + alertModal.className = 'alert-modal'; + alertModal.innerHTML = ` +
+
+ +
+
Drive Access Required
+

To access your Google Drive files: +
1. Sign out +
2. Sign in with Google +
3. Allow Drive access when prompted +

+ +
+ `; + + document.body.appendChild(alertModal); + + requestAnimationFrame(() => { + alertModal.classList.add('show'); + document.body.style.overflow = 'hidden'; + }); + + const closeButton = alertModal.querySelector('.alert-button'); + closeButton.addEventListener('click', () => { + alertModal.classList.remove('show'); + document.body.style.overflow = ''; + setTimeout(() => alertModal.remove(), 300); + }); + + return; + } + + const GOOGLE_API_KEY = document.cookie + .split('; ') + .find(row => row.startsWith('google_api_key=')) + ?.split('=')[1]; + + + const picker = new google.picker.PickerBuilder() + .addView(google.picker.ViewId.DOCS) + .setOAuthToken(accessToken) + .setDeveloperKey(GOOGLE_API_KEY) + .enableFeature(google.picker.Feature.SUPPORT_DRIVES) + .enableFeature(google.picker.Feature.MULTISELECT_ENABLED) + .setCallback((data) => { + if (data[google.picker.Response.ACTION] === google.picker.Action.PICKED) { + const docs = data[google.picker.Response.DOCUMENTS]; + this.handleDriveSelection(docs); // Pass token to handler + } + }) + .build(); + picker.setVisible(true); + this.currentPicker = picker; + + setTimeout(() => { + const pickerFrame = document.querySelector('.picker-dialog-bg'); + const pickerDialog = document.querySelector('.picker-dialog'); + + if (pickerFrame && pickerDialog) { + document.querySelectorAll('.picker-dialog-bg, .picker-dialog').forEach(el => { + if (el !== pickerFrame && el !== pickerDialog) { + el.remove(); + } + }); + + pickerFrame.style.zIndex = '10000'; + pickerDialog.style.zIndex = '10001'; + } + }, 0); + + } + + handleDriveSelection(files) { + const supportedTypes = [ + 'application/pdf', + 'application/vnd.openxmlformats-officedocument.wordprocessingml.document', + 'text/plain', + 'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet', + 'application/vnd.openxmlformats-officedocument.presentationml.presentation', + 'application/vnd.google-apps.document', + 'application/vnd.google-apps.document', + 'application/vnd.google-apps.spreadsheet', + 'application/vnd.google-apps.presentation', + 'application/vnd.google-apps.script', + ]; + + const filteredFiles = files.filter(file => { + return supportedTypes.includes(file.mimeType); + }); + + + if (filteredFiles.length === 0) { + this.events.emit('warning', 'No supported files selected. Please select PDF, DOCX, or TXT files.'); + return; + } + + if (filteredFiles.length < files.length) { + this.events.emit('warning', `${files.length - filteredFiles.length} files were skipped due to unsupported file types`); + } + + const fileList = this.element.querySelector('#fileList'); + this.fileBasket.files.clear(); + this.fileBasket.drivefiles.clear(); + this.fileBasket.uploadQueue = []; + + fileList.innerHTML = ''; + filteredFiles.forEach(file => { + const fileItem = this.createFileItem(file.name); + fileList.appendChild(fileItem); + }); + + this.updateUploadUI( + fileList, + this.element.querySelector('#uploadBtn'), + this.element.querySelector('#dropZone') + ); + + this.handleFiles(filteredFiles); + } + + getFileIcon(fileName, mimeType) { + const extension = fileName.split('.').pop().toLowerCase(); + + if (mimeType) { + switch (mimeType) { + case 'application/vnd.google-apps.document': + return 'bi-file-word'; + case 'application/vnd.google-apps.spreadsheet': + return 'bi-file-excel'; + case 'application/vnd.google-apps.presentation': + return 'bi-file-ppt'; + case 'application/vnd.google-apps.script': + return 'bi-file-text'; + } + } + + const iconMap = { + pdf: 'bi-file-pdf', + docx: 'bi-file-word', + doc: 'bi-file-word', + txt: 'bi-file-text', + pptx: 'bi-file-ppt', + xlsx: 'bi-file-excel', + udf: 'bi-file-post', + html: 'bi-file-code', + }; + return iconMap[extension] || 'bi-file'; + } + + updateUploadUI(fileList, uploadBtn, uploadArea) { + if (this.fileBasket.getFileNames().length > 0 || this.fileBasket.drivefiles.size > 0) { + uploadArea.style.display = 'none'; + uploadBtn.disabled = false; + this.ensureAddMoreFilesButton(fileList); + } else { + uploadArea.style.display = 'flex'; + uploadBtn.disabled = true; + this.removeAddMoreFilesButton(); + } + } + + ensureAddMoreFilesButton(fileList) { + let addFileBtn = this.element.querySelector('.add-file-btn'); + if (!addFileBtn) { + addFileBtn = document.createElement('button'); + addFileBtn.className = 'add-file-btn'; + addFileBtn.innerHTML = ` + + Add More Files + `; + addFileBtn.addEventListener('click', () => { + if (!this.isUploading) { + this.element.querySelector('#fileInput').click(); + } + }); + fileList.after(addFileBtn); + } + addFileBtn.disabled = this.isUploading; + addFileBtn.style.opacity = this.isUploading ? '0.5' : '1'; + } + + removeAddMoreFilesButton() { + const addFileBtn = this.element.querySelector('.add-file-btn'); + if (addFileBtn) { + addFileBtn.remove(); + } + } + + updateSourceCount() { + const domains = this.domainManager.getAllDomains(); + let totalSources = 0; + + domains.forEach(domain => { + if (domain.fileCount) { + totalSources += domain.fileCount; + } + }); + + const percentage = (totalSources / 20) * 100; + + const countElement = this.element.querySelector('.sources-count'); + const progressBar = this.element.querySelector('.progress-bar'); + + if (countElement && progressBar) { + countElement.textContent = `${totalSources}/20`; + progressBar.style.width = `${percentage}%`; + + } + } + + show(domainName = '') { + const domainNameElement = this.element.querySelector('.domain-name'); + if (domainNameElement) { + domainNameElement.textContent = domainName; + } + this.updateSourceCount(); + const modal = new bootstrap.Modal(this.element); + modal.show(); + } + + hide() { + const modal = bootstrap.Modal.getInstance(this.element); + if (modal) { + modal.hide(); + this.events.emit('modalClose'); + this.fileBasket.clear(); + this.resetUploadUI(); + } + } +} + + +class ChatManager extends Component { + constructor() { + const element = document.querySelector('.chat-content'); + super(element); + + this.messageContainer = this.element.querySelector('.chat-messages'); + this.setupMessageInput(); + this.setupExportButton(); + } + + setupMessageInput() { + const container = document.querySelector('.message-input-container'); + container.innerHTML = ` + + + `; + + const input = container.querySelector('.message-input'); + + input.addEventListener('keypress', (e) => { + if (e.key === 'Enter' && !e.shiftKey) { + e.preventDefault(); + this.handleSendMessage(input); + } + }); + + } + + async handleSendMessage(input) { + const message = input.value.trim(); + if (!message) return; + + // Add user message + this.addMessage(message, 'user'); + input.value = ''; + + // Add loading message + const loadingMessage = this.addLoadingMessage(); + + // Disable chat + this.disableChat(); + + try { + const selectedFileIds = window.app.sidebar.getSelectedFileIds(); + + const response = await window.sendMessage( + message, + window.serverData.userId, + window.serverData.sessionId, + selectedFileIds + ); + + // Remove loading message + loadingMessage.remove(); + + if (response.status === 400) { + if (response.message.includes('Daily question limit')) { + // Show limit reached modal + const alertElement = document.createElement('div'); + alertElement.className = 'alert-modal'; + alertElement.innerHTML = ` +
+
+ +
+
Daily Limit Reached
+

${response.message}

+
+ Questions Used Today: 25/25 +
+ +
+ `; + + document.body.appendChild(alertElement); + + const closeButton = alertElement.querySelector('.alert-button'); + closeButton.addEventListener('click', () => { + alertElement.classList.remove('show'); + document.body.style.overflow = ''; + setTimeout(() => alertElement.remove(), 300); + }); + + requestAnimationFrame(() => { + alertElement.classList.add('show'); + document.body.style.overflow = 'hidden'; + }); + } else { + this.addMessage(response.message, 'ai'); + } + return; + } + + if (response.answer && response.question_count == 10) { + this.addMessage(response.answer, 'ai'); + this.updateResources(response.resources, response.resource_sentences); + this.events.emit('ratingModalOpen'); + window.app.profileLimitsModal.updateDailyCount(response.daily_count); + } + else if (response.answer) { + this.addMessage(response.answer, 'ai'); + this.updateResources(response.resources, response.resource_sentences); + window.app.profileLimitsModal.updateDailyCount(response.daily_count); + } + else { + this.addMessage(response.message, 'ai'); + window.app.profileLimitsModal.updateDailyCount(response.daily_count); + } + + } catch (error) { + loadingMessage.remove(); + this.addMessage('Error generating message!', 'ai'); + console.error('Error:', error); + } finally { + this.enableChat(); + } + } + + addMessage(content, type) { + const message = document.createElement('div'); + message.className = `chat-message ${type}`; + + const bubble = document.createElement('div'); + bubble.className = `message-bubble ${type}-bubble`; + + const text = document.createElement('div'); + text.className = 'message-text'; + + if (type === 'ai') { + text.innerHTML = this.formatMessage(content); + bubble.appendChild(text); + + if (!content.includes('what can I find for you?')) { + message.setAttribute('data-exportable', 'true'); + + const actionBar = document.createElement('div'); + actionBar.className = 'message-actions'; + + const actionContainer = document.createElement('div'); + actionContainer.className = 'action-container'; + + const selectionMark = document.createElement('div'); + selectionMark.className = 'selection-mark'; + selectionMark.innerHTML = ''; + + const copyButton = document.createElement('button'); + copyButton.className = 'copy-button'; + copyButton.innerHTML = ` + + Copy`; + + copyButton.addEventListener('click', () => { + const messageContent = text.innerHTML; + this.copyToClipboard(messageContent); + + copyButton.innerHTML = ` + + Copied!`; + copyButton.classList.add('copied'); + + setTimeout(() => { + copyButton.innerHTML = ` + + Copy`; + copyButton.classList.remove('copied'); + }, 2000); + }); + + selectionMark.addEventListener('click', () => { + message.classList.toggle('selected'); + this.updateExportButton(); + }); + + actionContainer.appendChild(copyButton); + actionBar.appendChild(copyButton); + bubble.appendChild(selectionMark); + bubble.appendChild(actionBar); + message.appendChild(bubble); + } else { + message.appendChild(bubble); + bubble.appendChild(text); + message.appendChild(bubble); + } + } else { + text.textContent = content; + bubble.appendChild(text); + message.appendChild(bubble) + } + + bubble.appendChild(text); + message.appendChild(bubble); + this.messageContainer.appendChild(message); + this.scrollToBottom(); + + return message; + } + + setupExportButton() { + const exportButton = document.querySelector('.export-button'); + if (exportButton) { + exportButton.addEventListener('click', () => this.handleExportSelected()); + exportButton.disabled = true; + } + } + + updateExportButton() { + const exportButton = document.querySelector('.export-button'); + const selectedMessages = document.querySelectorAll('.chat-message.ai.selected'); + const count = selectedMessages.length; + + let counter = document.querySelector('.export-counter'); + if (!counter) { + counter = document.createElement('div'); + counter.className = 'export-counter'; + exportButton.parentElement.appendChild(counter); + } + + counter.textContent = `${count}/10`; + counter.style.color = count === 10 ? '#10B981' : 'white'; + + exportButton.disabled = count === 0; + + if (count > 10) { + const lastSelected = selectedMessages[selectedMessages.length - 1]; + lastSelected.classList.remove('selected'); + this.updateExportButton(); + } + } + + getSelectedMessages() { + const selectedMessages = document.querySelectorAll('.chat-message.ai.selected'); + return Array.from(selectedMessages).map(message => { + return message.querySelector('.message-text').innerHTML; + }); + } + + async handleExportSelected() { + const selectedContents = this.getSelectedMessages(); + if (selectedContents.length === 0 || selectedContents.length > 10 ) return; + + const exportButton = document.querySelector('.export-button'); + const originalHTML = exportButton.innerHTML; + + try { + // Show loading state + exportButton.innerHTML = ``; + exportButton.disabled = true; + + const result = await window.exportResponse(selectedContents); + + if (result === true) { + // Success state + exportButton.innerHTML = ''; + setTimeout(() => { + // Reset state + exportButton.innerHTML = originalHTML; + exportButton.disabled = false; + + // Deselect all messages + document.querySelectorAll('.chat-message.ai.selected').forEach(msg => { + msg.classList.remove('selected'); + }); + this.updateExportButton(); + }, 2000); + } else { + // Error state + exportButton.innerHTML = ''; + setTimeout(() => { + exportButton.innerHTML = originalHTML; + exportButton.disabled = false; + }, 2000); + } + } catch (error) { + console.error('Export failed:', error); + exportButton.innerHTML = ''; + setTimeout(() => { + exportButton.innerHTML = originalHTML; + exportButton.disabled = false; + }, 2000); + } + } + + updateHeader(domainName = null) { + const headerTitle = document.querySelector('.header-title'); + if (!headerTitle) return; + + if (domainName) { + headerTitle.innerHTML = `Chat with ${domainName}`; + } else { + headerTitle.textContent = 'Chat'; + } + } + + addLoadingMessage() { + const message = document.createElement('div'); + message.className = 'chat-message ai'; + message.innerHTML = ` +
+
+ +
+
+ `; + this.messageContainer.appendChild(message); + this.scrollToBottom(); + return message; + } + + showDefaultMessage() { + this.messageContainer.innerHTML = ` +
+
+
+ Please select a folder to start chatting with your documents. + Click the settings icon to select a folder. +
+
+
+ `; + } + + formatMessage(text) { + // First process headers + let formattedText = text.replace(/\[header\](.*?)\[\/header\]/g, '
$1
'); + + // Handle nested lists with proper indentation + formattedText = formattedText.replace(/^-\s*(.*?)$/gm, '
$1
'); + formattedText = formattedText.replace(/^\s{2}-\s*(.*?)$/gm, '
$1
'); + formattedText = formattedText.replace(/^\s{4}-\s*(.*?)$/gm, '
$1
'); + + // Process bold terms + formattedText = formattedText.replace(/\*\*(.*?)\*\*/g, '$1'); + formattedText = formattedText.replace(/\[bold\](.*?)\[\/bold\]/g, '$1'); + + return `
${formattedText}
`; + } + + convertMarkdownToHtmlTable(content) { + if (!content.includes('|')) { + return content; + } + + let segments = []; + + + const startsWithTable = content.trimStart().startsWith('|'); + + if (startsWithTable) { + const tableEndIndex = findTableEndIndex(content); + if (tableEndIndex > 0) { + const tableContent = content.substring(0, tableEndIndex).trim(); + segments.push(processTableContent(tableContent)); + + if (tableEndIndex < content.length) { + const remainingText = content.substring(tableEndIndex).trim(); + if (remainingText) { + segments.push(convertMarkdownToHtmlTable(remainingText)); + } + } + } else { + segments.push(processTableContent(content)); + } + } else { + const tableRegex = /(\|[^\n]+\|(?:\r?\n\|[^\n]+\|)*)/g; + let lastIndex = 0; + let match; + + while ((match = tableRegex.exec(content)) !== null) { + if (match.index > lastIndex) { + const textContent = content.substring(lastIndex, match.index).trim(); + if (textContent) { + segments.push(`
${textContent}
`); + } + } + + segments.push(processTableContent(match[0])); + lastIndex = match.index + match[0].length; + } + + if (lastIndex < content.length) { + const remainingText = content.substring(lastIndex).trim(); + if (remainingText) { + segments.push(`
${remainingText}
`); + } + } + } + + return segments.join(''); + + function findTableEndIndex(text) { + const lines = text.split('\n'); + let lineIndex = 0; + + for (let i = 0; i < lines.length; i++) { + lineIndex += lines[i].length + 1; + if (!lines[i].trimStart().startsWith('|')) { + return lineIndex - 1; + } + } + + return -1; + } + + function processTableContent(tableContent) { + const rows = tableContent.split(/\r?\n/).filter(row => row.trim() && row.includes('|')); + + let htmlTable = '
'; + let hasSeparatorRow = rows.some(row => + row.replace(/[\|\-:\s]/g, '').length === 0 + ); + + rows.forEach((row, rowIndex) => { + if (row.replace(/[\|\-:\s]/g, '').length === 0) return; + + const cells = []; + let cellMatch; + const cellRegex = /\|(.*?)(?=\||$)/g; + + while ((cellMatch = cellRegex.exec(row + '|')) !== null) { + if (cellMatch[1] !== undefined) { + cells.push(cellMatch[1].trim()); + } + } + + if (cells.length === 0) return; + + htmlTable += ''; + cells.forEach(cell => { + const isHeader = (rowIndex === 0 && !hasSeparatorRow) || + (rowIndex === 0 && hasSeparatorRow); + const cellTag = isHeader ? 'th' : 'td'; + + htmlTable += `<${cellTag} class="align-left">${cell}`; + }); + htmlTable += ''; + }); + + htmlTable += '
'; + return htmlTable; + } + } + + updateResources(resources, sentences) { + const container = document.querySelector('.resources-list'); + container.innerHTML = ''; + + if (!resources || !sentences || !resources.file_names?.length) { + return; + } + + sentences.forEach((sentence, index) => { + const item = document.createElement('div'); + item.className = 'resource-item'; + const content = this.convertMarkdownToHtmlTable(sentence); + + item.innerHTML = ` +
+ ${resources.file_names[index]} + + + Page ${resources.page_numbers[index]} + +
+
+
+
+
${index + 1}
+
+
+ ${content} +
+
+ `; + + container.appendChild(item); + }); + } + + copyToClipboard(content) { + const cleanText = content.replace(/
(.*?)<\/div>/g, '$1\n') + .replace(/
(.*?)<\/div>/g, '- $1') + .replace(/
(.*?)<\/div>/g, ' - $1') + .replace(/
(.*?)<\/div>/g, ' - $1') + .replace(/(.*?)<\/strong>/g, '$1') + .replace(/<[^>]+>/g, '') + .replace(/\n\s*\n/g, '\n\n') + .trim(); + + navigator.clipboard.writeText(cleanText) + .catch(err => console.error('Failed to copy text:', err)); + } + + scrollToBottom() { + this.element.scrollTop = this.element.scrollHeight; + } + + enableChat() { + this.element.classList.remove('chat-disabled'); + const input = document.querySelector('.message-input'); + input.disabled = false; + input.placeholder = "Send message"; + } + + disableChat() { + this.element.classList.add('chat-disabled'); + const input = document.querySelector('.message-input'); + input.disabled = true; + input.placeholder = "Select your folder to start chat..."; + } + + clearDefaultMessage() { + this.messageContainer.innerHTML = ''; + } +} + +// Sidebar Component +class Sidebar extends Component { + constructor(domainManager) { + const element = document.createElement('div'); + element.className = 'sidebar-container open'; + super(element); + + this.domainManager = domainManager; + this.isOpen = true; + this.timeout = null; + this.selectedFiles = new Set(); + this.render(); + this.setupEventListeners(); + this.isModalOpen = false; + } + + render() { + this.element.innerHTML = ` +
+
+
+
+
+ Doclink +

Doclink

+
+
+
+
+
+
+
+ + Unselected +
+
+ +
+
+ +
+ +
+
+ +

+ Select a folder from ๐Ÿ“ to start chatting +

+
+
+ +
+
+ Free Plan +
+
+
i
+ +
+
+ + Usage Limits +
+
+
+ + Logout +
+
+
+
+ Go Premium! + Feedback +
+
+ +
+ `; + } + + setupEventListeners() { + // Existing event listeners + const settingsIcon = this.element.querySelector('.settings-icon'); + if (settingsIcon) { + settingsIcon.addEventListener('click', () => { + this.events.emit('settingsClick'); + }); + } + + const fileMenuBtn = this.element.querySelector('.open-file-btn'); + fileMenuBtn.addEventListener('click', () => { + this.events.emit('fileMenuClick'); + }); + + + // Add hover handlers for desktop + const menuTrigger = document.querySelector('.menu-trigger'); + if (menuTrigger) { + menuTrigger.addEventListener('click', () => { + this.toggle(); + }); + } + + this.events.on('modalOpen', () => { + this.isModalOpen = true; + }); + + this.events.on('modalClose', () => { + this.isModalOpen = false; + setTimeout(() => { + this.toggle(false); // Force close the sidebar + }, 200); + }); + + // Mobile menu trigger handler + this.events.on('menuTrigger', () => { + if (window.innerWidth < 992) { + const menuIcon = document.querySelector('.menu-trigger .bi-list'); + if (menuIcon) { + menuIcon.style.transform = this.isOpen ? 'rotate(0)' : 'rotate(45deg)'; + } + this.toggle(); + } + }); + + // Handle window resize + window.addEventListener('resize', () => { + if (window.innerWidth >= 992) { + document.body.style.overflow = ''; + const menuIcon = document.querySelector('.menu-trigger .bi-list'); + if (menuIcon) { + menuIcon.style.transform = 'rotate(0)'; + } + } + }); + + // User Profile Menu + const userSection = this.element.querySelector('#userProfileMenu'); + if (userSection) { + userSection.addEventListener('click', (e) => { + e.stopPropagation(); + userSection.classList.toggle('active'); + }); + + // Close menu when clicking outside + document.addEventListener('click', (e) => { + if (!userSection.contains(e.target)) { + userSection.classList.remove('active'); + } + }); + + // Handle menu items + userSection.querySelectorAll('.menu-item').forEach(item => { + item.addEventListener('click', (e) => { + e.stopPropagation(); + if (item.classList.contains('logout-item')) { + // Handle logout logic here + console.log('Logging out...'); + } + userSection.classList.remove('active'); + }); + }); + } + + // Premium and Feedback links + const premiumLink = this.element.querySelector('.premium-link'); + if (premiumLink) { + premiumLink.addEventListener('click', (e) => { + e.preventDefault(); + this.events.emit('premiumClick'); + }); + } + + const feedbackLink = this.element.querySelector('.bottom-links a:not(.premium-link)'); + if (feedbackLink) { + feedbackLink.addEventListener('click', (e) => { + e.preventDefault(); + this.events.emit('feedbackClick'); + }); + } + + const profileMenuItem = userSection.querySelector('.menu-item:first-child'); + if (profileMenuItem) { + profileMenuItem.addEventListener('click', (e) => { + e.stopPropagation(); + userSection.classList.remove('active'); + this.events.emit('showProfileLimits'); + }); + } + } + + toggle() { + this.isOpen = !this.isOpen; + this.element.classList.toggle('open', this.isOpen); + + // Toggle chat container margin + const chatContainer = document.querySelector('.chat-container'); + if (chatContainer) { + chatContainer.classList.toggle('sidebar-closed', !this.isOpen); + + const messageContainer = document.querySelector('.message-container'); + if (messageContainer) { + messageContainer.style.left = this.isOpen ? '294px' : '0'; + messageContainer.style.width = this.isOpen ? + 'calc(100% - 600px - 294px)' : + 'calc(100% - 600px)'; + } + } + + } + + updateDomainSelection(domain) { + const domainText = this.element.querySelector('.selected-domain-text'); + const folderIcon = this.element.querySelector('.bi-folder'); + const helperText = this.element.querySelector('.helper-text'); + + if (domain) { + domainText.textContent = domain.name; + domainText.title = domain.name; + folderIcon.className = 'bi bi-folder empty-folder'; + helperText.style.display = 'none'; + } else { + domainText.textContent = 'No Domain Selected'; + domainText.removeAttribute('title'); + folderIcon.className = 'bi bi-folder empty-folder'; + helperText.style.display = 'block'; + } + } + + updateFileList(files, fileIDS) { + const fileList = this.element.querySelector('#sidebarFileList'); + if (!fileList) return; + + fileList.innerHTML = ''; + + if (files.length > 0 && fileIDS.length > 0) { + files.forEach((file, index) => { + const fileItem = this.createFileListItem(file, fileIDS[index]); + + // Check the checkbox by default + const checkbox = fileItem.querySelector('.file-checkbox'); + if (checkbox) { + checkbox.checked = true; + } + + fileList.appendChild(fileItem); + }); + } + + this.updateFileMenuVisibility(); + } + + createFileListItem(fileName, fileID) { + const fileItem = document.createElement('li'); + let extension; + if (fileName.includes('http') || fileName.includes('www.')) { + extension = 'html'; + } else { + extension = fileName.split('.').pop().toLowerCase(); + } + const icon = this.getFileIcon(extension); + const truncatedName = this.truncateFileName(fileName); + + fileItem.innerHTML = ` +
+
+ + +
+ + +
+
+ ${truncatedName} +
+ + +
+
+ `; + + this.selectedFiles.add(fileID); + + const checkbox = fileItem.querySelector('.file-checkbox'); + checkbox.checked = true; + + // Handle checkbox changes + checkbox.addEventListener('change', () => { + if (checkbox.checked) { + this.selectedFiles.add(fileID); + } else { + this.selectedFiles.delete(fileID); + } + // Update sources count + window.app.updateSourcesCount(this.selectedFiles.size); + }); + + const deleteBtn = fileItem.querySelector('.delete-file-btn'); + const confirmActions = fileItem.querySelector('.delete-confirm-actions'); + + deleteBtn.addEventListener('click', (e) => { + e.stopPropagation(); + // Show confirmation actions + confirmActions.classList.add('show'); + deleteBtn.style.display = 'none'; + }); + + // Add confirm/cancel handlers + const confirmBtn = fileItem.querySelector('.confirm-delete-btn'); + const cancelBtn = fileItem.querySelector('.cancel-delete-btn'); + + confirmBtn.addEventListener('click', async (e) => { + e.stopPropagation(); + const selectedDomain = this.domainManager.getSelectedDomain(); + if (!selectedDomain) return; + + const success = await window.removeFile(fileID, selectedDomain.data.id, window.serverData.userId); + + if (success) { + // Remove file from UI + fileItem.remove(); + + // Update domain file count + selectedDomain.data.files = selectedDomain.data.files.filter(f => f !== fileName); + selectedDomain.data.fileIDS = selectedDomain.data.fileIDS.filter(id => id !== fileID); + this.domainManager.updateDomainFileCount(selectedDomain.data.id); + + // Update sources count + const sourcesCount = selectedDomain.data.files.length; + window.app.updateSourcesCount(sourcesCount); + } + }); + + cancelBtn.addEventListener('click', (e) => { + e.stopPropagation(); + confirmActions.classList.remove('show'); + deleteBtn.style.display = 'flex'; + }); + + return fileItem; + } + + truncateFileName(fileName, maxLength = 25) { + if (fileName.length <= maxLength) return fileName; + + let extension; + if (fileName.includes('http') || fileName.includes('www.')) { + extension = 'html'; + } else { + extension = fileName.split('.').pop().toLowerCase(); + } + + const nameWithoutExt = fileName.slice(0, fileName.lastIndexOf('.')); + + // Leave room for ellipsis and extension + const truncatedLength = maxLength - 3 - extension.length - 1; + return `${nameWithoutExt.slice(0, truncatedLength)}...${extension}`; + } + + getSelectedFileIds() { + return Array.from(this.selectedFiles); + } + + updateFileList(files, fileIDS) { + const fileList = this.element.querySelector('#sidebarFileList'); + if (!fileList) return; + + fileList.innerHTML = ''; + this.selectedFiles.clear(); // Clear existing selections + + if (files.length > 0 && fileIDS.length > 0) { + files.forEach((file, index) => { + const fileItem = this.createFileListItem(file, fileIDS[index]); + fileList.appendChild(fileItem); + }); + } + + this.updateFileMenuVisibility(); + // Update initial sources count + window.app.updateSourcesCount(this.selectedFiles.size); + } + + updatePlanBadge(userType) { + const planBadge = this.element.querySelector('.plan-badge'); + if (planBadge) { + if (userType === 'premium') { + planBadge.textContent = 'Premium Plan'; + } else { + planBadge.textContent = 'Free Plan'; + } + } + } + + hideDeleteConfirmations() { + this.element.querySelectorAll('.delete-confirm-actions').forEach(actions => { + actions.classList.remove('show'); + }); + this.element.querySelectorAll('.delete-file-btn').forEach(btn => { + btn.style.display = 'flex'; + }); + } + + clearFileSelections() { + this.selectedFiles.clear(); + window.app.updateSourcesCount(0); + } + + getFileIcon(extension) { + const iconMap = { + pdf: 'bi-file-pdf', + docx: 'bi-file-word', + doc: 'bi-file-word', + txt: 'bi-file-text', + pptx: 'bi-file-ppt', + xlsx: 'bi-file-excel', + udf: 'bi-file-post', + html: 'bi-file-earmark-code', + }; + return iconMap[extension] || 'bi-file'; + } + + updateFileMenuVisibility() { + const fileList = this.element.querySelector('#sidebarFileList'); + const helperText = this.element.querySelector('.helper-text'); + const fileMenuBtn = this.element.querySelector('.open-file-btn'); + const fileListContainer = this.element.querySelector('.file-list-container'); + + if (fileList.children.length > 0) { + helperText.style.display = 'none'; + helperText.style.height = '0'; + helperText.style.margin = '0'; + helperText.style.padding = '0'; + } else { + fileListContainer.style.height = 'auto'; + fileMenuBtn.style.position = 'static'; + fileMenuBtn.style.width = '100%'; + } + } + + +} + +class PremiumModal extends Component { + constructor() { + const element = document.getElementById('premiumAlert'); + super(element); + this.setupEventListeners(); + } + + setupEventListeners() { + const closeButton = this.element.querySelector('.alert-button'); + closeButton?.addEventListener('click', () => this.hide()); + } + + show() { + this.element.classList.add('show'); + document.body.style.overflow = 'hidden'; + } + + hide() { + this.element.classList.remove('show'); + document.body.style.overflow = ''; + } +} + +// Feedback Modal Component +class FeedbackModal extends Component { + constructor() { + const element = document.createElement('div'); + element.className = 'feedback-modal'; + super(element); + + this.render(); + this.setupEventListeners(); + } + + render() { + this.element.innerHTML = ` + + `; + + document.body.appendChild(this.element); + } + + setupEventListeners() { + // Close button handlers + const closeButtons = this.element.querySelectorAll('.close-modal, .btn-cancel'); + closeButtons.forEach(button => { + button.addEventListener('click', () => this.hide()); + }); + + // Click outside to close + this.element.addEventListener('click', (e) => { + if (e.target === this.element) { + this.hide(); + } + }); + + // Form submission + const form = this.element.querySelector('#feedback-form'); + form.addEventListener('submit', async (e) => { + e.preventDefault(); + await this.handleSubmit(e); + }); + + // File size validation + const fileInput = this.element.querySelector('#feedback-screenshot'); + fileInput.addEventListener('change', (e) => { + const file = e.target.files[0]; + if (file && file.size > 2 * 1024 * 1024) { + alert('File size must be less than 2MB'); + e.target.value = ''; + } + }); + } + + async handleSubmit(e) { + const form = e.target; + const submitButton = form.querySelector('.btn-submit'); + submitButton.disabled = true; + + try { + const formData = new FormData(form); + const result = await window.sendFeedback(formData, window.serverData.userId); + + if (result.success) { + this.hide(); + this.events.emit('success', result.message); + } else { + this.events.emit('error', result.message); + } + } catch (error) { + console.error('Error in feedback submission:', error); + this.events.emit('error', 'An unexpected error occurred'); + } finally { + submitButton.disabled = false; + form.reset(); + } + } + + show() { + this.element.classList.add('show'); + document.body.style.overflow = 'hidden'; + } + + hide() { + this.element.classList.remove('show'); + document.body.style.overflow = ''; + this.element.querySelector('#feedback-form').reset(); + } +} + +class SuccessAlert extends Component { + constructor() { + const element = document.getElementById('feedbackSuccessAlert'); + super(element); + this.setupEventListeners(); + } + + setupEventListeners() { + const closeButton = this.element.querySelector('.alert-button'); + closeButton?.addEventListener('click', () => this.hide()); + } + + show() { + this.element.classList.add('show'); + document.body.style.overflow = 'hidden'; + } + + hide() { + this.element.classList.remove('show'); + document.body.style.overflow = ''; + } +} + +// Logout +class LogoutModal extends Component { + constructor() { + const element = document.getElementById('logoutConfirmModal'); + super(element); + this.setupEventListeners(); + + // Set URLs based on environment from serverData + this.WEB_URL = window.serverData.environment === 'dev' + ? 'http://localhost:3000' + : 'https://doclink.io'; + } + + setupEventListeners() { + const logoutButton = this.element.querySelector('.alert-button'); + const cancelButton = this.element.querySelector('.btn-cancel'); + + logoutButton?.addEventListener('click', () => { + this.handleLogout(); + }); + + cancelButton?.addEventListener('click', () => { + this.hide(); + }); + } + + handleLogout() { + try { + // 1. Clear client-side app state + localStorage.clear(); + sessionStorage.clear(); + + // 2. Call FastAPI logout endpoint + window.handleLogoutRequest(window.serverData.userId, window.serverData.sessionId) + .finally(() => { + // 3. Clear cookies manually as backup + this.clearCookies(); + // 4. Redirect to signout + window.location.href = `${this.WEB_URL}/api/auth/signout?callbackUrl=/`; + }); + + } catch (error) { + console.error('Logout error:', error); + window.location.href = this.WEB_URL; + } + } + + clearCookies() { + const cookies = document.cookie.split(';'); + const domain = window.location.hostname; + for (let cookie of cookies) { + const name = cookie.split('=')[0].trim(); + document.cookie = `${name}=; expires=Thu, 01 Jan 1970 00:00:00 GMT; path=/; domain=${domain}`; + document.cookie = `${name}=; expires=Thu, 01 Jan 1970 00:00:00 GMT; path=/; domain=.${domain}`; + } + } + + show() { + this.element.classList.add('show'); + document.body.style.overflow = 'hidden'; + } + + hide() { + this.element.classList.remove('show'); + document.body.style.overflow = ''; + } +} + +// Rating Modal +class RatingModal extends Component { + constructor() { + const element = document.createElement('div'); + element.className = 'modal fade'; + element.id = 'ratingModal'; + element.setAttribute('tabindex', '-1'); + element.setAttribute('aria-hidden', 'true'); + super(element); + + this.rating = 0; + + this.render(); + this.setupEventListeners(); + } + + render() { + this.element.innerHTML = ` +
+
+
+
+
How would you rate Doclink?
+ +
+
+
+
+ + + + + +
+
+ +
+ +
+
+
+
+
+ `; + + document.body.appendChild(this.element); + this.modal = new bootstrap.Modal(this.element); + } + + setupEventListeners() { + // Star rating handlers + const stars = this.element.querySelectorAll('.stars i'); + stars.forEach((star, index) => { + star.addEventListener('click', () => this.handleStarClick(index)); + star.addEventListener('mouseover', () => this.highlightStars(index)); + star.addEventListener('mouseout', () => this.updateStars()); + }); + + // Close button handler + const closeButton = this.element.querySelector('.close-button'); + closeButton.addEventListener('click', () => this.hide()); + + // Submit button handler + const submitButton = this.element.querySelector('.submit-button'); + submitButton.addEventListener('click', () => { + const feedbackInput = this.element.querySelector('.feedback-input'); + this.sendRating(this.rating,feedbackInput.value) + setTimeout(() => { + this.hide(); + }, 1000); + }); + + // Click outside to close + this.element.addEventListener('click', (e) => { + if (e.target === this.element) { + this.hide(); + } + }); + } + + handleStarClick(index) { + this.rating = index + 1; + this.updateStars(); + } + + async sendRating(rating,user_note) { + try { + const result = await window.sendRating(rating, user_note, window.serverData.userId); + + if (result.success) { + this.hide() + this.events.emit('success', result.message); + } else { + this.events.emit('error', result.message); + } + } catch (error) { + console.error('Error in rating submission:', error); + this.events.emit('error', 'An unexpected error occurred'); + } finally { + this.reset(); + } + } + + highlightStars(index) { + const stars = this.element.querySelectorAll('.stars i'); + stars.forEach((star, i) => { + star.classList.remove('bi-star-fill', 'bi-star'); + if (i <= index) { + star.classList.add('bi-star-fill'); + star.classList.add('active'); + } else { + star.classList.add('bi-star'); + star.classList.remove('active'); + } + }); + } + + updateStars() { + const stars = this.element.querySelectorAll('.stars i'); + stars.forEach((star, i) => { + star.classList.remove('bi-star-fill', 'bi-star', 'active'); + if (i < this.rating) { + star.classList.add('bi-star-fill'); + star.classList.add('active'); + } else { + star.classList.add('bi-star'); + } + }); + } + + show() { + this.modal.show(); + document.body.style.overflow = 'hidden'; + } + + hide() { + this.modal.hide(); + document.body.style.overflow = ''; + } + + reset() { + this.rating = 0; + this.updateStars(); + const feedbackInput = this.element.querySelector('.feedback-input'); + if (feedbackInput) { + feedbackInput.value = ''; + } + } +} + +// URLuploadModal +class URLInputModal extends Component { + constructor() { + const element = document.createElement('div'); + element.className = 'modal fade'; + element.id = 'urlInputModal'; + element.setAttribute('tabindex', '-1'); + element.setAttribute('aria-hidden', 'true'); + super(element); + + this.render(); + this.setupEventListeners(); + this.modal = null; + + } + + render() { + this.element.innerHTML = ` +
+
+
+
+
Add content from URL
+ +
+ +
+
+ + + Enter the URL of the webpage you want to add to your folder + +
+ + + + +
+
+
+
+ `; + + document.body.appendChild(this.element); + this.modal = new bootstrap.Modal(this.element); + } + + setupEventListeners() { + const urlInput = this.element.querySelector('.url-input'); + const addButton = this.element.querySelector('.add-url-btn'); + const closeButton = this.element.querySelector('.close-button'); + + // Enable/disable add button based on URL input + urlInput.addEventListener('input', () => { + addButton.disabled = !urlInput.value.trim(); + }); + + // URL processing + addButton.addEventListener('click', () => { + const url = urlInput.value; + this.startProcessing(url); + urlInput.value = ''; + }); + + // Close button handler + closeButton.addEventListener('click', () => { + this.hide(); + }); + + // Click outside to close + this.element.addEventListener('click', (e) => { + if (e.target === this.element) { + this.hide(); + } + }); + + } + + async startProcessing(url) { + const clean_url = url.trim(); + if (!clean_url) return; + + this.setLoadingState(true); + + try { + const success = await window.storeURL(window.serverData.userId, clean_url); + + if (success === 1) { + this.handleFileBasketAddition(clean_url) + this.events.emit('urlProcessed', { + message: 'Successfully processed URL', + type: 'success' + }); + this.hide(); + } else { + throw new Error('Failed to process URL'); + } + + } catch (error) { + this.events.emit('error', error.message); + } finally { + this.setLoadingState(false); + } + } + + handleFileBasketAddition(url) { + try { + // Create a clean filename from the URL + const urlObj = new URL(url); + const fileName = `${urlObj.hostname}.html`; + + // Create URL file object similar to drive file object + const urlFile = { + name: fileName, + mimeType: 'text/html', + lastModified: Date.now() + }; + + // Emit event for FileUploadModal to handle + this.events.emit('urlProcessed', { + files: [urlFile], + message: 'Successfully processed URL', + type: 'success' + }); + + this.hide(); + return true; + + } catch (error) { + console.error('Error preparing URL file:', error); + return false; + } + } + + setLoadingState(isLoading) { + const loadingOverlay = this.element.querySelector('.upload-loading-overlay'); + const closeButton = this.element.querySelector('.close-button'); + const addButton = this.element.querySelector('.add-url-btn'); + + if (isLoading) { + loadingOverlay.style.display = 'flex'; + closeButton.style.display = 'none'; + addButton.disabled = true; + this.modal._config.backdrop = 'static'; + this.modal._config.keyboard = false; + } else { + loadingOverlay.style.display = 'none'; + closeButton.style.display = 'block'; + addButton.disabled = false; + this.modal._config.backdrop = true; + this.modal._config.keyboard = true; + } + } + + show() { + if (this.modal) { + this.modal.dispose(); + } + + this.modal = new bootstrap.Modal(this.element); + + this.element.style.zIndex = '9999'; + + this.modal.show(); + + setTimeout(() => { + const backdrop = document.querySelector('.modal-backdrop:last-child'); + if (backdrop) { + backdrop.style.zIndex = '9998'; + } + }, 0); + } + + hide() { + this.modal.hide(); + const urlInput = this.element.querySelector('.url-input'); + urlInput.value = ''; + } + +} + +// Add this class after other modal classes +class ProfileLimitsModal extends Component { + constructor(domainManager) { + const element = document.createElement('div'); + element.className = 'modal fade'; + element.id = 'profileLimitsModal'; + element.setAttribute('tabindex', '-1'); + element.setAttribute('aria-hidden', 'true'); + super(element); + + this.domainManager = domainManager; + this.render(); + this.setupEventListeners(); + this.dailyQuestionsCount = 0; + } + + render() { + this.element.innerHTML = ` +
+
+
+
+
Usage Limits
+ +
+ +
+ +
+
+
+ Total Sources + Source limit across all folders +
+ 0/20 +
+
+
+
+
+ + +
+
+
+ Folders + Number of folders you can create +
+ 0/3 +
+
+
+
+
+ + +
+
+
+ Daily Questions + Resets daily at midnight UTC +
+ 0/10 +
+
+
+
+
+ +
+ +
+
+
+
+
+ `; + + document.body.appendChild(this.element); + } + + updateLimits() { + const domains = this.domainManager.getAllDomains(); + let totalSources = 0; + const userType = window.app?.userData?.user_info?.user_type || 'free'; + const upgradeButton = this.element.querySelector('.upgrade-section'); + + const limitsContainer = this.element.querySelector('.limits-container'); + if (limitsContainer) { + const limitIndicators = limitsContainer.querySelectorAll('.limit-indicator'); + const dailyQuestionBar = limitIndicators.length >= 3 ? limitIndicators[2] : null; + + if (upgradeButton) { + upgradeButton.style.display = userType === 'premium' ? 'none' : 'block'; + } + + if (dailyQuestionBar) { + dailyQuestionBar.style.display = userType === 'premium' ? 'none' : 'block'; + } + } + + domains.forEach(domain => { + if (domain.fileCount) { + totalSources += domain.fileCount; + } + }); + + if (userType === 'free') { + this.updateProgressBar('sources', totalSources, 10); + this.updateProgressBar('domains', domains.length, 3); + this.updateProgressBar('questions', this.dailyQuestionsCount, 25); + } else if (userType === 'premium') { + this.updateProgressBar('sources', totalSources, 100); + this.updateProgressBar('domains', domains.length, 20); + } + + } + + updateDailyCount(count) { + this.dailyQuestionsCount = count; + if (this.element.classList.contains('show')) { + this.updateProgressBar('questions', count, 25); + } + } + + updateProgressBar(type, current, max) { + const countElement = this.element.querySelector(`.${type}-count`); + const progressBar = countElement?.closest('.limit-indicator').querySelector('.progress-bar'); + + if (countElement && progressBar) { + const percentage = (current / max) * 100; + countElement.textContent = `${current}/${max}`; + progressBar.style.width = `${percentage}%`; + } + } + + setupEventListeners() { + const upgradeButton = this.element.querySelector('.upgrade-button'); + upgradeButton?.addEventListener('click', () => { + this.events.emit('upgradeClick'); + }); + } + + show() { + this.updateLimits(); + const modal = new bootstrap.Modal(this.element); + modal.show(); + } + + hide() { + const modal = bootstrap.Modal.getInstance(this.element); + if (modal) { + modal.hide(); + } + } +} + +// Application +class App { + constructor() { + this.domainManager = new DomainManager(); + this.sidebar = new Sidebar(this.domainManager); + this.feedbackModal = new FeedbackModal(); + this.domainSettingsModal = new DomainSettingsModal(this.domainManager); + this.fileUploadModal = new FileUploadModal(this.domainManager); + this.events = new EventEmitter(); + this.userData = null; + this.sourcesCount = 0; + this.sourcesBox = document.querySelector('.sources-box'); + this.sourcesNumber = document.querySelector('.sources-number'); + this.chatManager = new ChatManager(); + this.premiumModal = new PremiumModal(); + this.successAlert = new SuccessAlert(); + this.logoutModal = new LogoutModal(); + this.ratingModal = new RatingModal(); + this.profileLimitsModal = new ProfileLimitsModal(this.domainManager); + this.chatManager.disableChat(); + this.setupEventListeners(); + } + + updateUserInterface() { + // Update user section in sidebar + const userEmail = this.sidebar.element.querySelector('.user-email'); + const userAvatar = this.sidebar.element.querySelector('.user-avatar'); + + userEmail.textContent = this.userData.user_info.user_email; + + if (this.userData.user_info.user_picture_url && this.userData.user_info.user_picture_url !== "null") { + userAvatar.innerHTML = `${this.userData.user_info.user_name}`; + userAvatar.classList.add('has-image'); + } else { + userAvatar.textContent = this.userData.user_info.user_name[0].toUpperCase(); + userAvatar.classList.remove('has-image'); + } + + this.sidebar.updatePlanBadge(this.userData.user_info.user_type); + } + + updateSourcesCount(count) { + this.sourcesCount = count; + if (this.sourcesNumber) { + this.sourcesNumber.textContent = count; + this.sourcesBox.setAttribute('count', count); + } + } + + updateDomainCount() { + this.domainSettingsModal.updateDomainCount(); + } + + setupEventListeners() { + // Sidebar events + this.sidebar.events.on('settingsClick', () => { + this.domainSettingsModal.show(); + }); + + this.sidebar.events.on('fileMenuClick', () => { + const selectedDomain = this.domainManager.getSelectedDomain(); + if (!selectedDomain) { + this.events.emit('warning', 'Please select a domain first'); + return; + } + this.fileUploadModal.show(selectedDomain.data.name); + this.sidebar.events.emit('modalOpen'); + }); + + this.sidebar.events.on('feedbackClick', () => { + this.feedbackModal.show(); + }); + + // Domain Settings Modal events + this.domainSettingsModal.events.on('domainCreate', async (domainData) => { + const domainCard = this.domainManager.addDomain({ + id: domainData.id, + name: domainData.name + }); + + // Update the domains list in the modal + this.domainSettingsModal.updateDomainsList(this.domainManager.getAllDomains()); + + this.updateDomainCount(); + + this.events.emit('message', { + text: `Successfully created folder ${domainData.name}`, + type: 'success' + }); + }); + + this.domainSettingsModal.events.on('domainSearch', (searchTerm) => { + const filteredDomains = this.domainManager.searchDomains(searchTerm); + this.domainSettingsModal.updateDomainsList(filteredDomains); + }); + + this.domainSettingsModal.events.on('domainSelected', async (domainId) => { + try { + const success = await window.selectDomain(domainId, window.serverData.userId); + + if (success) { + const domain = this.domainManager.getDomain(domainId); + if (!domain) return; + + // Update domain manager state and UI + this.domainManager.selectDomain(domainId); + this.sidebar.updateDomainSelection(domain.data); + + // Update header with domain name + this.chatManager.updateHeader(domain.data.name); + + const files = domain.data.files || []; + const fileIDS = domain.data.fileIDS || []; + this.sidebar.updateFileList(files, fileIDS); + + // Update sources count + this.updateSourcesCount(files.length); + + // Enable chat + this.chatManager.enableChat(); + + this.events.emit('message', { + text: `Successfully switched to folder ${domain.data.name}`, + type: 'success' + }); + } + } catch (error) { + this.events.emit('message', { + text: 'Failed to select folder', + type: 'error' + }); + } + }); + + const selectButton = this.domainSettingsModal.element.querySelector('.select-button'); + selectButton?.addEventListener('click', () => { + const selectedCheckbox = this.domainSettingsModal.element.querySelector('.domain-checkbox:checked'); + if (selectedCheckbox) { + const domainCard = selectedCheckbox.closest('.domain-card'); + const domainId = domainCard.dataset.domainId; + this.domainSettingsModal.events.emit('domainSelected', domainId); + } + }); + + this.domainSettingsModal.events.on('domainEdit', async ({ id, newName }) => { + const success = this.domainManager.renameDomain(id, newName); + if (success) { + // If this is the currently selected domain, update the sidebar + const selectedDomain = this.domainManager.getSelectedDomain(); + if (selectedDomain && selectedDomain.data.id === id) { + this.sidebar.updateDomainSelection(selectedDomain.data); + } + + // Update the domains list in the modal + this.domainSettingsModal.updateDomainsList(this.domainManager.getAllDomains()); + + this.events.emit('message', { + text: `Successfully renamed folder to ${newName}`, + type: 'success' + }); + } + }); + + this.domainSettingsModal.events.on('warning', (message) => { + this.events.emit('message', { + text: message, + type: 'warning' + }); + }); + + this.domainSettingsModal.events.on('domainDelete', async (domainId) => { + const wasSelected = this.domainManager.getSelectedDomain()?.data.id === domainId; + + if (this.domainManager.deleteDomain(domainId)) { + if (wasSelected) { + // Reset sidebar to default state + this.sidebar.updateDomainSelection(null); + this.sidebar.updateFileList([], []); + // Reset sources count + this.updateSourcesCount(0); + // Disable chat + this.chatManager.disableChat(); + } + + this.domainSettingsModal.updateDomainsList(this.domainManager.getAllDomains()); + + this.updateDomainCount(); + + this.events.emit('message', { + text: 'Folder successfully deleted', + type: 'success' + }); + } + }); + + this.chatManager.events.on('ratingModalOpen', () => { + setTimeout(() => { + this.ratingModal.show(); + }, 500); + }); + + // File Upload Modal events + this.fileUploadModal.events.on('filesUploaded', (data) => { + const selectedDomain = this.domainManager.getSelectedDomain(); + if (selectedDomain) { + // Access the nested data object + selectedDomain.data.files = data.file_names; + selectedDomain.data.fileIDS = data.file_ids; + this.sidebar.updateFileList(data.file_names, data.file_ids); + this.updateSourcesCount(data.file_names.length); + this.domainManager.updateDomainFileCount(selectedDomain.data.id); + } + }); + + this.fileUploadModal.events.on('warning', (message) => { + this.events.emit('message', { + text: message, + type: 'warning' + }); + }); + + this.fileUploadModal.events.on('error', (message) => { + this.events.emit('message', { + text: message, + type: 'error' + }); + }); + + this.fileUploadModal.events.on('modalClose', () => { + this.sidebar.events.emit('modalClose'); + }); + + // Feedback Modal events + this.feedbackModal.events.on('feedbackSubmitted', (message) => { + console.log(message); + }); + + this.feedbackModal.events.on('feedbackError', (error) => { + console.error(error); + }); + + this.feedbackModal.events.on('success', (message) => { + this.successAlert.show(); + }); + + // Premium Modal Events + const premiumLink = this.sidebar.element.querySelector('.premium-link'); + premiumLink?.addEventListener('click', (e) => { + e.preventDefault(); + this.initiateCheckout(); + }); + + this.profileLimitsModal.events.on('upgradeClick', () => { + this.initiateCheckout(); + }); + + // Logout event + const logoutItem = this.sidebar.element.querySelector('.logout-item'); + logoutItem?.addEventListener('click', (e) => { + e.preventDefault(); + this.logoutModal.show(); + }); + + this.sidebar.events.on('showProfileLimits', () => { + this.profileLimitsModal.show() + }); + + } + + // In App class initialization + async init() { + // Initialize + this.userData = await window.fetchUserInfo(window.serverData.userId); + if (!this.userData) { + throw new Error('Failed to load user data'); + } + + // Update user interface with user data + this.updateUserInterface() + + // Store domain data + Object.keys(this.userData.domain_info).forEach(key => { + const domainData = this.userData.domain_info[key]; + const domain = { + id: key, + name: domainData.domain_name, + fileCount: domainData.file_names.length, + files: domainData.file_names, + fileIDS: domainData.file_ids + }; + this.domainManager.addDomain(domain); + }); + + // Update UI with domain data + this.domainSettingsModal.updateDomainsList( + this.domainManager.getAllDomains() + ); + + window.user_type = this.userData.user_type + + // Add sidebar to DOM + document.body.appendChild(this.sidebar.element); + + // Setup menu trigger + const menuTrigger = document.querySelector('.menu-trigger'); + if (menuTrigger) { + menuTrigger.addEventListener('click', () => { + this.sidebar.events.emit('menuTrigger'); + }); + } + + window.app.profileLimitsModal.updateDailyCount(this.userData.user_info.user_daily_count); + + // Welcome operations + const isFirstTime = window.serverData.isFirstTime === 'True'; + if (1 === 1) { + localStorage.setItem('firstTime', 0); + const firstTimeMsg = `[header]Welcome to Doclink${this.userData.user_info.user_name ? `, ${this.userData.user_info.user_name}` : ''}๐Ÿ‘‹[/header]\nYour first folder with helpful guide settled up. You can always use this file to get information about Doclink!\n[header]To get started[/header]\n- Select your folder on navigation bar \n- Upload your documents or insert a link\n- Ask any question to get information\n- All answers will include sources on references\n\n[header]Quick Tips[/header]\n- Doclink is specialized to answer only from your files\n- Specialized questions can help Doclink to find information better\n- Doclink supports PDF, DOCX, Excel, PowerPoint, UDF and TXT file formats\n- You can create different folders for different topics and interact with them\n- You can also ask just selected files to get isolated information\n- You can select answers on the upper right of the message box and create report with clicking report icon on the chat`; + this.chatManager.addMessage(firstTimeMsg, 'ai'); + + const domains = this.domainManager.getAllDomains(); + if (domains.length > 0) { + this.domainSettingsModal.events.emit('domainSelected', domains[0].id); + } + + } else { + // Regular welcome message for returning users + this.chatManager.addMessage( + `Welcome ${this.userData.user_info.user_name}, what can I find for you?`, + 'ai' + ); + } + } + + // Initial Checkout + initiateCheckout() { + const checkoutUrl = 'https://doclinkio.lemonsqueezy.com/buy/0c0294bb-1cbe-4411-a9bc-800053d1580c'; + window.location.href = checkoutUrl; + } +} + +// Initialize when DOM is ready +document.addEventListener('DOMContentLoaded', () => { + window.app = new App(); + window.app.init(); + + const resourcesTrigger = document.querySelector('.resources-trigger'); + const resourcesContainer = document.querySelector('.resources-container'); + const mainContent = document.querySelector('.chat-container'); + + if (resourcesTrigger && resourcesContainer) { + resourcesTrigger.addEventListener('click', () => { + resourcesContainer.classList.toggle('show'); + mainContent.classList.toggle('blur-content'); + + if (resourcesContainer.classList.contains('show')) { + backdrop.classList.add('show'); + document.body.style.overflow = 'hidden'; + } else { + backdrop.classList.remove('show'); + document.body.style.overflow = ''; + } + }); + + // Escape tuลŸu ile kapatma + document.addEventListener('keydown', (e) => { + if (e.key === 'Escape' && resourcesContainer.classList.contains('show')) { + resourcesContainer.classList.remove('show'); + mainContent.classList.remove('blur-content'); + backdrop.classList.remove('show'); + document.body.style.overflow = ''; + } + }); + } + +}); \ No newline at end of file diff --git a/doclink/app/utils/prompts.yaml b/doclink/app/utils/prompts.yaml new file mode 100644 index 0000000..62f241c --- /dev/null +++ b/doclink/app/utils/prompts.yaml @@ -0,0 +1,636 @@ +prompts: + languages: + en: + general_purpose: + - id: gp_001 + text: " + Your task is to analyze the given context windows, extract relevant data based on the user's query, and use file information to enhance your response. Your primary goal is to provide a comprehensive, structured, and user-friendly answer using solely the information provided in the context window.\n + Please respond in the language of the user's query, specified by the {lang} variable (e.g., 'en' for English, 'tr' for Turkish), ensuring the tone and style align with the query's language and context.\n + + Instructions:\n + You will be provided with context windows, each containing several sentences along with the two following metadata: \n + File: Specifies source of each context.\n + Confidence coefficient: A number between 0 and 1, indicating the priority of the context (higher numbers mean higher priority).\n + + Extracting Relevant Information:\n + Carefully analyze the user's query to determine the specific information being requested.\n + Use all relevant context windows, prioritizing those with higher confidence levels for accuracy.\n + If the query references a specific file, extract information only from the specified file(s).\n + If the query does not specify a file, aggregate information from all available files.\n + If the context contains consistent information across multiple files, consolidate the data and indicate consistency.\n + If the context contains contradictory information: Highlight the contradictions, specify their sources, and explain how they differ.\n + If the context contains similar or different information, summarize the distinctions or similarities and relate them to the query.\n + Present your response using bullet points or topic-based sections for better readability.\n + Prioritize clarity and conciseness. Use subheadings or categories for complex queries.\n + If the required information is not found in the context, state this clearly and offer suggestions or clarifications if possible.\n + Do not specify the confidence coefficient in response.\n + Do not mention about the 'context windows'. 'Use according to resources' instead.\n + + Respond *strictly* in the following format:\n + + [header]Section Name[/header]\n + Content with [bold]bold terms[/bold] when needed. Use the following list format for any points:\n + - Main point\n + - Sub-point\n + - Further nested point\n + + [header]Another Section Name[/header]\n + Content with [bold]bold terms[/bold] when needed\n + - Main point\n + - Sub-point\n + - Further nested point\n + + Rules:\n + 1. Each major section must start with [header]...[/header]\n + 2. Use [bold]...[/bold] for important terms or emphasis within content\n + 3. Headers should be one of: Definition, Purpose, Key Features, Operation, Context\n + 4. Use single dash (-) for all list items\n + 5. Indent nested list items with exactly 2 spaces per level\n + 6. Place one empty line between major sections\n + 7. Do not use any other list markers (bullets, dots, numbers)\n + 8. Keep indentation consistent throughout the response\n + + Context Windows:\n + {context}\n + + User Query:\n + {query}\n + + User Query language:\n + {lang}\n + " + + Informational: + - id: info_001 + text: " + Your task is to analyze the given context windows, extract relevant data based on the user's query, and use file information to enhance your response. Your primary goal is to provide a comprehensive, structured, and user-friendly answer using solely the information provided in the context window.\n + Please respond in the language of the user's query, specified by the {lang} variable (e.g., 'en' for English, 'tr' for Turkish), ensuring the tone and style align with the query's language and context.\n + + Instructions:\n + You will be provided with context windows, each containing several sentences along with the two following metadata:\n + File: Specifies source of each context.\n + Confidence coefficient: A number between 0 and 1, indicating the priority of the context (higher numbers mean higher priority).\n + + 1. Identify factual knowledge, definitions, or explanations requested in the query.\n + 2. Focus on delivering concise, clear, and specific information.\n + 3. Include [b]key terms[/b] and definitions for clarity and emphasize relevant details.\n + 4. Avoid generalizations; prioritize extracting exact matches or relevant information from the context.\n + 5. Answer must be short as possible, on-point and clear as much as possible.\n + 6. Always prioritize contexts with higher confidence coefficients for accuracy, but cross-check lower-confidence contexts for supplementary or missing details to ensure completeness.\n + 7. Where appropriate, attribute information to its source file or section implicitly. For example: 'As described in the regulations...' or 'According to the provided report...' without directly mentioning the context window or file name unless explicitly required by the query.\n + 8. If contradictory information is found: Explicitly state the contradiction and its source(s). Suggest possible resolutions, clarifications, or factors that may explain the discrepancy (e.g., differing data sources, updates, or interpretations).\n + 9. If the query requests a more detailed response, expand your answer with additional explanations\n + + Extracting Relevant Information:\n + Carefully analyze the user's query to determine the specific information being requested.\n + Use all relevant context windows, prioritizing those with higher confidence levels for accuracy.\n + If the query references a specific file, extract information only from the specified file(s).\n + If the query does not specify a file, aggregate information from all available files.\n + If the context contains consistent information across multiple files, consolidate the data and indicate consistency.\n + If the context contains contradictory information: Highlight the contradictions, specify their sources, and explain how they differ.\n + If the context contains similar or different information, summarize the distinctions or similarities and relate them to the query.\n + Present your response using bullet points or topic-based sections for better readability.\n + Prioritize clarity and conciseness. Use subheadings or categories for complex queries.\n + If the required information is not found in the context, state this clearly and offer suggestions or clarifications if possible.\n + Do not specify the confidence coefficient in response.\n + Do not mention about the 'context windows'. 'Use according to resources' instead.\n + + Respond *strictly* in the following format:\n + + [header]Section Name[/header]\n + Content with [bold]bold terms[/bold] when needed. Use the following list format for any points:\n + - Main point\n + - Sub-point\n + - Further nested point\n + + [header]Another Section Name[/header]\n + Content with [bold]bold terms[/bold] when needed\n + - Main point\n + - Sub-point\n + - Further nested point\n + + Rules:\n + 1. Each major section must start with [header]...[/header]\n + 2. Use [bold]...[/bold] for important terms or emphasis within content\n + 3. Headers should be one of: Definition, Purpose, Key Features, Operation, Context\n + 4. Use single dash (-) for all list items\n + 5. Indent nested list items with exactly 2 spaces per level\n + 6. Place one empty line between major sections\n + 7. Do not use any other list markers (bullets, dots, numbers)\n + 8. Keep indentation consistent throughout the response \n + + Context Windows:\n + {context}\n + + User Query:\n + {query}\n + + User Query language:\n + {lang}\n + " + + Comparison: + - id: comp_001 + text: " + Your task is to analyze the given context windows, extract relevant data based on the user's query, and use file information to enhance your response. Your primary goal is to provide a comprehensive, structured, and user-friendly answer using solely the information provided in the context window.\n + Please respond in the language of the user's query, specified by the {lang} variable (e.g., 'en' for English, 'tr' for Turkish), ensuring the tone and style align with the query's language.\n + + Instructions:\n + You will be provided with context windows, each containing several sentences along with the two following metadata:\n + File: Specifies source of each context.\n + Confidence coefficient: A number between 0 and 1, indicating the priority of the context (higher numbers mean higher priority).\n + + 1. Extract and compare relevant details from the context to highlight similarities and differences.\n + 2. If contradictory information is found, specify the contradictions and explain their sources.\n + 3. Present distinctions or parallels in a structured format, using headers like [header]Similarities[/header] and [header]Differences[/header].\n + 4. Provide a clear explanation of how the extracted information relates to the user's query.\n + 5. If consistent information appears across contexts, summarize it in the [header]Similarities[/header] section. For contradictory information: Specify conflicting points under [header]Differences[/header]. Attribute contradictions to their respective sources and explain their impact.\n + 6. For comparisons involving multiple attributes, organize data using a [bold]tabular format[/bold] or structured lists. Each row or bullet point should represent one attribute.\n + 7. If the required comparison data is missing, clearly state this under [header]Missing Information[/header]. Offer suggestions for refining the query or point out gaps in the context.\n + 8. For queries involving detailed or hierarchical comparisons: Use a primary section for high-level differences or similarities. Include nested sections for more granular points.\n + + Extracting Relevant Information:\n + Carefully analyze the user's query to determine the specific information being requested.\n + Use all relevant context windows, prioritizing those with higher confidence levels for accuracy.\n + If the query references a specific file, extract information only from the specified file(s).\n + If the query does not specify a file, aggregate information from all available files.\n + If the context contains consistent information across multiple files, consolidate the data and indicate consistency.\n + If the context contains contradictory information: Highlight the contradictions, specify their sources, and explain how they differ.\n + If the context contains similar or different information, summarize the distinctions or similarities and relate them to the query.\n + Present your response using bullet points or topic-based sections for better readability.\n + Prioritize clarity and conciseness. Use subheadings or categories for complex queries.\n + If the required information is not found in the context, state this clearly and offer suggestions or clarifications if possible.\n + Do not specify the confidence coefficient in response.\n + Do not mention about the 'context windows'. 'Use according to resources' instead.\n + + Respond *strictly* in the following format:\n + + [header]Section Name[/header]\n + Content with [bold]bold terms[/bold] when needed. Use the following list format for any points:\n + - Main point\n + - Sub-point\n + - Further nested point\n + + [header]Another Section Name[/header]\n + Content with [bold]bold terms[/bold] when needed\n + - Main point\n + - Sub-point\n + - Further nested point\n + + Rules:\n + 1. Each major section must start with [header]...[/header]\n + 2. Use [bold]...[/bold] for important terms or emphasis within content\n + 3. Headers should be one of: Definition, Purpose, Key Features, Operation, Context\n + 4. Use single dash (-) for all list items\n + 5. Indent nested list items with exactly 2 spaces per level\n + 6. Place one empty line between major sections\n + 7. Do not use any other list markers (bullets, dots, numbers)\n + 8. Keep indentation consistent throughout the response\n + + Context Windows:\n + {context}\n + + User Query:\n + {query}\n + + User Query language:\n + {lang}\n + " + + Summarization: + - id: sum_001 + text: " + Your task is to analyze the given context windows, extract relevant data based on the user's query, and use file information to enhance your response. Your primary goal is to provide a comprehensive, structured, and user-friendly answer using solely the information provided in the context window.\n + Please respond in the language of the user's query, specified by the {lang} variable (e.g., 'en' for English, 'tr' for Turkish), ensuring the tone and style align with the query's language.\n + + Instructions:\n + You will be provided with context windows, each containing several sentences along with the two following metadata:\n + File: Specifies source of each context.\n + Confidence coefficient: A number between 0 and 1, indicating the priority of the context (higher numbers mean higher priority).\n + + 1. Identify and extract key points or main ideas from the context relevant to the query.\n + 2. Create a concise and well-structured summary, using bullet points or categories for clarity.\n + 3. Highlight overarching themes and provide an overview without including excessive details.\n + 4. Consolidate consistent information across contexts to avoid redundancy.\n + 5. If the query specifies a focus area (e.g., a section, file, or theme), prioritize summarizing content strictly relevant to that focus. Where no focus is specified, highlight the most critical and recurring themes or points.\n + 6. Where appropriate, illustrate key ideas with short examples or specific details from the context. Keep examples concise and relevant.\n + 7. If the context contains contradictions: Summarize both perspectives succinctly. Highlight the contradiction explicitly, and explain how it relates to the query.\n + 8. The summary should not exceed 200 tokens unless explicitly requested by the query. If required details exceed this limit, provide a prioritized or hierarchical overview.\n + + Extracting Relevant Information:\n + Carefully analyze the user's query to determine the specific information being requested.\n + Use all relevant context windows, prioritizing those with higher confidence levels for accuracy.\n + If the query references a specific file, extract information only from the specified file(s).\n + If the query does not specify a file, aggregate information from all available files.\n + If the context contains consistent information across multiple files, consolidate the data and indicate consistency.\n + If the context contains contradictory information: Highlight the contradictions, specify their sources, and explain how they differ.\n + If the context contains similar or different information, summarize the distinctions or similarities and relate them to the query.\n + Present your response using bullet points or topic-based sections for better readability.\n + Prioritize clarity and conciseness. Use subheadings or categories for complex queries.\n + If the required information is not found in the context, state this clearly and offer suggestions or clarifications if possible.\n + Do not specify the confidence coefficient in response.\n + Do not mention about the 'context windows'. 'Use according to resources' instead.\n + + Respond *strictly* in the following format:\n + + [header]Section Name[/header]\n + Content with [bold]bold terms[/bold] when needed. Use the following list format for any points:\n + - Main point\n + - Sub-point\n + - Further nested point\n + + [header]Another Section Name[/header]\n + Content with [bold]bold terms[/bold] when needed\n + - Main point\n + - Sub-point\n + - Further nested point\n + + Rules:\n + 1. Each major section must start with [header]...[/header]\n + 2. Use [bold]...[/bold] for important terms or emphasis within content\n + 3. Headers should be one of: Definition, Purpose, Key Features, Operation, Context\n + 4. Use single dash (-) for all list items\n + 5. Indent nested list items with exactly 2 spaces per level\n + 6. Place one empty line between major sections\n + 7. Do not use any other list markers (bullets, dots, numbers)\n + 8. Keep indentation consistent throughout the response\n + + Context Windows:\n + {context}\n + + User Query:\n + {query}\n + + User Query language:\n + {lang}\n + " + + queries: + - id: query_001 + text: " + Task: Analyze, Correct, and Generate Related Questions & Answers\n + Instructions:\n + You are given a user query.\n + + First, check the user question. If it has no meaning, return an empty string. If it is meaningful, do the following:\n + Correct any spelling or grammatical errors and return the corrected question as the first line of the output.\n + Generate 3 semantically similar queries that retain the same meaning as the corrected query.\n + Create 3 different questions that approach the original query from different angles but stay related.\n + Answer last 3 questions with concise responses, 1-2 sentences max each.\n + Then, analyze the corrected user query and determine its intent, intention list is and their keywords, examples are given below. If intent can't be determined return empty '' string.\n + Please respond in the file language, specified by the {file lang} variable (e.g., 'en' for English, 'tr' for Turkish) regardless of user query's language , ensuring the tone and style align with the file's language.\n + If file language is diferent than english look for the intention keywords that provided for intent detection below in file language.\n + + The possible intents are:\n + 1. Informational: Seeking factual knowledge, definitions, or explanations.\n + Intention Keywords: What, define, explain, details, specify, who, why, how.\n + Intention Examples: What is the penalty for breaking this rule? โ†’ Informational\n + 2. Summarization: Requesting a concise overview of complex information.\n + Intention Keywords: Summarize, overview, main points, key ideas, brief, concise, simplify.\n + Intention Examples: Can you summarize the key points of this document? โ†’ Summarization\n + 3. Comparison: Evaluating options, methods, or technologies.\n + Intention Keywords: Compare, difference, similarity, versus, contrast, better, alternative, pros and cons.\n + Intention Examples: Compare the benefits of these two methods. โ†’ Comparison\n + + Return the output **strictly** in the following format:\n + [corrected query]\n + [first semantically similar query]\n + [second semantically similar query]\n + [third semantically similar query]\n + [first different-angle question]\n + [second different-angle question]\n + [third different-angle question]\n + [first different-angle answer]\n + [second different-angle answer]\n + [third different-angle answer]\n + [user intention]\n + + User query: {query}\n + + File language:\n + {file_lang}\n + + Example:\n + User query: How does retrieval-augmented generation work in AI systems?\n + + File language: en\n + + Output: + How does retrieval-augmented generation work in AI systems?\n + What is the process of retrieval-augmented generation in AI?\n + How does RAG help AI systems retrieve and generate information?\n + Can you explain how retrieval-augmented generation functions in AI applications?\n + What are the key advantages of using RAG in AI?\n + How does RAG differ from traditional machine learning models?\n + What challenges does RAG face in implementation?\n + RAG enhances AI by providing more accurate responses by retrieving relevant external data.\n + Unlike traditional models, RAG integrates search capabilities to access external knowledge during inference.\n + Major challenges include latency in retrieval, ensuring relevance of fetched data, and maintaining up-to-date information.\n + Informational\n + " + tr: + general_purpose: + - id: gp_tr_001 + text: " + Gรถreviniz verilen baฤŸlam pencerelerini analiz etmek, kullanฤฑcฤฑnฤฑn sorgusuna gรถre ilgili verileri รงฤฑkarmak ve yanฤฑtฤฑnฤฑzฤฑ geliลŸtirmek iรงin dosya bilgilerini kullanmaktฤฑr. Birincil amacฤฑnฤฑz, yalnฤฑzca baฤŸlam penceresinde saฤŸlanan bilgileri kullanarak kapsamlฤฑ, yapฤฑlandฤฑrฤฑlmฤฑลŸ ve kullanฤฑcฤฑ dostu bir yanฤฑt sunmaktฤฑr.\n + + Talimatlar:\n + Size, her biri birkaรง cรผmle ve ลŸu iki meta veriyi iรงeren baฤŸlam pencereleri saฤŸlanacaktฤฑr:\n + Dosya: Her baฤŸlamฤฑn kaynaฤŸฤฑnฤฑ belirtir.\n + Gรผven katsayฤฑsฤฑ: 0 ile 1 arasฤฑnda bir sayฤฑ olup, baฤŸlamฤฑn รถncelik seviyesini ifade eder (daha yรผksek sayฤฑlar daha yรผksek รถncelik anlamฤฑna gelir).\n + + ฤฐlgili Bilgilerin ร‡ฤฑkarฤฑlmasฤฑ:\n + Kullanฤฑcฤฑnฤฑn sorgusunda istenen belirli bilgileri belirlemek iรงin dikkatlice analiz yapฤฑn.\n + DoฤŸruluk iรงin daha yรผksek gรผven seviyelerine sahip baฤŸlamlara รถncelik vererek tรผm ilgili baฤŸlam pencerelerini kullanฤฑn.\n + Sorgu belirli bir dosyayฤฑ referans alฤฑyorsa, yalnฤฑzca belirtilen dosya(lar)dan bilgi รงฤฑkarฤฑn.\n + Sorgu herhangi bir dosya belirtmiyorsa, mevcut tรผm dosyalardan bilgileri birleลŸtirin.\n + BaฤŸlam birden fazla dosyada tutarlฤฑ bilgiler iรงeriyorsa, verileri birleลŸtirin ve tutarlฤฑlฤฑฤŸฤฑ belirtin.\n + BaฤŸlam รงeliลŸkili bilgiler iรงeriyorsa: ร‡eliลŸkileri vurgulayฤฑn, kaynaklarฤฑnฤฑ belirtin ve nasฤฑl farklฤฑlฤฑk gรถsterdiklerini aรงฤฑklayฤฑn.\n + BaฤŸlam benzer veya farklฤฑ bilgiler iรงeriyorsa, farklฤฑlฤฑklarฤฑ veya benzerlikleri รถzetleyin ve bunlarฤฑ sorguyla iliลŸkilendirin.\n + Yanฤฑtฤฑnฤฑzฤฑ daha iyi okunabilirlik iรงin madde iลŸaretleri veya konuya dayalฤฑ bรถlรผmler kullanarak sunun.\n + Netlik ve รถzlรผlรผฤŸe รถncelik verin. KarmaลŸฤฑk sorgular iรงin alt baลŸlฤฑklar veya kategoriler kullanฤฑn.\n + Gerekli bilgi baฤŸlamda bulunmuyorsa, bunu aรงฤฑkรงa belirtin ve mรผmkรผnse รถneriler veya aรงฤฑklamalar sunun.\n + Yanฤฑtta gรผven katsayฤฑsฤฑnฤฑ belirtmeyin.\n + + AลŸaฤŸฤฑdaki formata *kesinlikle* uygun ลŸekilde yanฤฑt verin:\n + + [header]Bรถlรผm Adฤฑ[/header]\n + GerektiฤŸinde [bold]kalฤฑn terimler[/bold] ile iรงerik. Maddeler iรงin ลŸu format kullanฤฑlmalฤฑ:\n + - Ana madde\n + - Alt madde\n + - Daha alt madde\n + + [header]DiฤŸer Bรถlรผm Adฤฑ[/header]\n + GerektiฤŸinde [bold]kalฤฑn terimler[/bold] ile iรงerik\n + - Ana madde\n + - Alt madde\n + - Daha alt madde\n + + Kurallar:\n + 1. Her ana bรถlรผm [header]...[/header] ile baลŸlamalฤฑ\n + 2. ร–nemli terimler veya vurgulamalar iรงin [bold]...[/bold] kullanฤฑn\n + 3. Bรถlรผm baลŸlฤฑklarฤฑ ลŸunlardan biri olmalฤฑ: Tanฤฑm, Amaรง, Temel ร–zellikler, ฤฐลŸleyiลŸ, BaฤŸlam\n + 4. Tรผm liste maddeleri iรงin tek tire (-) kullanฤฑn\n + 5. Alt maddelerde tam olarak 2 boลŸluk ile girintileme yapฤฑn\n + 6. Ana bรถlรผmler arasฤฑnda bir boลŸ satฤฑr bฤฑrakฤฑn\n + 7. BaลŸka liste iลŸaretleri kullanmayฤฑn (nokta, sayฤฑ vb.)\n + 8. Yanฤฑt boyunca tutarlฤฑ girintileme kullanฤฑn\n + + BaฤŸlam Pencereleri:\n + {context}\n + + Kullanฤฑcฤฑ Sorgusu:\n + {query}\n + " + + Bilgi Edinme: + - id: info_tr_001 + text: " + Gรถreviniz verilen baฤŸlam pencerelerini analiz etmek, kullanฤฑcฤฑnฤฑn sorgusuna gรถre ilgili verileri รงฤฑkarmak ve yanฤฑtฤฑnฤฑzฤฑ geliลŸtirmek iรงin dosya bilgilerini kullanmaktฤฑr. Birincil amacฤฑnฤฑz, yalnฤฑzca baฤŸlam penceresinde saฤŸlanan bilgileri kullanarak kapsamlฤฑ, yapฤฑlandฤฑrฤฑlmฤฑลŸ ve kullanฤฑcฤฑ dostu bir yanฤฑt sunmaktฤฑr.\n + + Talimatlar:\n + Size, her biri birkaรง cรผmle ve ลŸu iki meta veriyi iรงeren baฤŸlam pencereleri saฤŸlanacaktฤฑr:\n + Dosya: Her baฤŸlamฤฑn kaynaฤŸฤฑnฤฑ belirtir.\n + Gรผven katsayฤฑsฤฑ: 0 ile 1 arasฤฑnda bir sayฤฑ olup, baฤŸlamฤฑn รถncelik seviyesini ifade eder (daha yรผksek sayฤฑlar daha yรผksek รถncelik anlamฤฑna gelir).\n + + 1. Sorguda talep edilen gerรงek bilgilere, tanฤฑmlara veya aรงฤฑklamalara odaklanฤฑn.\n + 2. Kฤฑsa, net ve spesifik bilgiler sunmaya odaklanฤฑn.\n + 3. Aรงฤฑklฤฑk iรงin [b]รถnemli terimler[/b] ve tanฤฑmlarฤฑ ekleyin ve ilgili ayrฤฑntฤฑlarฤฑ vurgulayฤฑn.\n + 4. Genellemelerden kaรงฤฑnฤฑn; baฤŸlamdan tam eลŸleลŸmeleri veya ilgili bilgileri รงฤฑkarmayฤฑ รถnceliklendirin.\n + 5. Cevap mรผmkรผn olduฤŸunca kฤฑsa, net ve doฤŸrudan olmalฤฑ; 150 ile 200 token arasฤฑnda olmalฤฑdฤฑr.\n + 6. DoฤŸruluk iรงin her zaman daha yรผksek gรผven katsayฤฑsฤฑna sahip baฤŸlamlara รถncelik verin, ancak eksiksizliฤŸi saฤŸlamak iรงin ek veya eksik ayrฤฑntฤฑlar iรงin daha dรผลŸรผk gรผven katsayฤฑsฤฑna sahip baฤŸlamlarฤฑ รงapraz kontrol edin.\n + 7. Uygun olduฤŸunda, bilgiyi kaynak dosya veya bรถlรผme dolaylฤฑ olarak atfedin. ร–rneฤŸin: Yรถnetmeliklerde belirtildiฤŸi gibi... veya SaฤŸlanan rapora gรถre... ifadelerini kullanฤฑn, ancak sorguda aรงฤฑkรงa istenmediฤŸi sรผrece baฤŸlam penceresi veya dosya adฤฑnฤฑ doฤŸrudan belirtmeyin.\n + 8. ร‡eliลŸkili bilgiler bulunursa: ร‡eliลŸkiyi ve kaynaฤŸฤฑnฤฑ aรงฤฑkรงa belirtin. Olasฤฑ รงรถzรผm yollarฤฑnฤฑ, aรงฤฑklamalarฤฑ veya farklฤฑlฤฑklarฤฑ aรงฤฑklayabilecek faktรถrleri (รถrneฤŸin, farklฤฑ veri kaynaklarฤฑ, gรผncellemeler veya yorumlar) รถnerin.\n + + ฤฐlgili Bilgilerin ร‡ฤฑkarฤฑlmasฤฑ:\n + Kullanฤฑcฤฑnฤฑn sorgusunda istenen belirli bilgileri belirlemek iรงin dikkatlice analiz yapฤฑn.\n + DoฤŸruluk iรงin daha yรผksek gรผven seviyelerine sahip baฤŸlamlara รถncelik vererek tรผm ilgili baฤŸlam pencerelerini kullanฤฑn.\n + Sorgu belirli bir dosyayฤฑ referans alฤฑyorsa, yalnฤฑzca belirtilen dosya(lar)dan bilgi รงฤฑkarฤฑn.\n + Sorgu herhangi bir dosya belirtmiyorsa, mevcut tรผm dosyalardan bilgileri birleลŸtirin.\n + BaฤŸlam birden fazla dosyada tutarlฤฑ bilgiler iรงeriyorsa, verileri birleลŸtirin ve tutarlฤฑlฤฑฤŸฤฑ belirtin.\n + BaฤŸlam รงeliลŸkili bilgiler iรงeriyorsa: ร‡eliลŸkileri vurgulayฤฑn, kaynaklarฤฑnฤฑ belirtin ve nasฤฑl farklฤฑlฤฑk gรถsterdiklerini aรงฤฑklayฤฑn.\n + BaฤŸlam benzer veya farklฤฑ bilgiler iรงeriyorsa, farklฤฑlฤฑklarฤฑ veya benzerlikleri รถzetleyin ve bunlarฤฑ sorguyla iliลŸkilendirin.\n + Yanฤฑtฤฑnฤฑzฤฑ daha iyi okunabilirlik iรงin madde iลŸaretleri veya konuya dayalฤฑ bรถlรผmler kullanarak sunun.\n + Netlik ve รถzlรผlรผฤŸe รถncelik verin. KarmaลŸฤฑk sorgular iรงin alt baลŸlฤฑklar veya kategoriler kullanฤฑn.\n + Gerekli bilgi baฤŸlamda bulunmuyorsa, bunu aรงฤฑkรงa belirtin ve mรผmkรผnse รถneriler veya aรงฤฑklamalar sunun.\n + Yanฤฑtta gรผven katsayฤฑsฤฑnฤฑ belirtmeyin.\n + + AลŸaฤŸฤฑdaki formata *kesinlikle* uygun ลŸekilde yanฤฑt verin:\n + + [header]Bรถlรผm Adฤฑ[/header]\n + GerektiฤŸinde [bold]kalฤฑn terimler[/bold] ile iรงerik. Maddeler iรงin ลŸu format kullanฤฑlmalฤฑ:\n + - Ana madde\n + - Alt madde\n + - Daha alt madde\n + + [header]DiฤŸer Bรถlรผm Adฤฑ[/header]\n + GerektiฤŸinde [bold]kalฤฑn terimler[/bold] ile iรงerik\n + - Ana madde\n + - Alt madde\n + - Daha alt madde\n + + Kurallar:\n + 1. Her ana bรถlรผm [header]...[/header] ile baลŸlamalฤฑ\n + 2. ร–nemli terimler veya vurgulamalar iรงin [bold]...[/bold] kullanฤฑn\n + 3. Bรถlรผm baลŸlฤฑklarฤฑ ลŸunlardan biri olmalฤฑ: Tanฤฑm, Amaรง, Temel ร–zellikler, ฤฐลŸleyiลŸ, BaฤŸlam\n + 4. Tรผm liste maddeleri iรงin tek tire (-) kullanฤฑn\n + 5. Alt maddelerde tam olarak 2 boลŸluk ile girintileme yapฤฑn\n + 6. Ana bรถlรผmler arasฤฑnda bir boลŸ satฤฑr bฤฑrakฤฑn\n + 7. BaลŸka liste iลŸaretleri kullanmayฤฑn (nokta, sayฤฑ vb.)\n + 8. Yanฤฑt boyunca tutarlฤฑ girintileme kullanฤฑn\n + + BaฤŸlam Pencereleri:\n + {context}\n + + Kullanฤฑcฤฑ Sorgusu:\n + {query}\n + " + + KarลŸฤฑlaลŸtฤฑrma: + - id: comp_tr_001 + text: " + Gรถreviniz verilen baฤŸlam pencerelerini analiz etmek, kullanฤฑcฤฑnฤฑn sorgusuna gรถre ilgili verileri รงฤฑkarmak ve yanฤฑtฤฑnฤฑzฤฑ geliลŸtirmek iรงin dosya bilgilerini kullanmaktฤฑr. Birincil amacฤฑnฤฑz, yalnฤฑzca baฤŸlam penceresinde saฤŸlanan bilgileri kullanarak kapsamlฤฑ, yapฤฑlandฤฑrฤฑlmฤฑลŸ ve kullanฤฑcฤฑ dostu bir yanฤฑt sunmaktฤฑr.\n + + Talimatlar:\n + Size, her biri birkaรง cรผmle ve ลŸu iki meta veriyi iรงeren baฤŸlam pencereleri saฤŸlanacaktฤฑr:\n + Dosya: Her baฤŸlamฤฑn kaynaฤŸฤฑnฤฑ belirtir.\n + Gรผven katsayฤฑsฤฑ: 0 ile 1 arasฤฑnda bir sayฤฑ olup, baฤŸlamฤฑn รถncelik seviyesini ifade eder (daha yรผksek sayฤฑlar daha yรผksek รถncelik anlamฤฑna gelir).\n + + 1. Benzerlikleri ve farklฤฑlฤฑklarฤฑ vurgulamak iรงin baฤŸlamdan ilgili detaylarฤฑ รงฤฑkarฤฑn ve karลŸฤฑlaลŸtฤฑrฤฑn.\n + 2. ร‡eliลŸkili bilgiler bulunursa, bu รงeliลŸkileri belirtin ve kaynaklarฤฑnฤฑ aรงฤฑklayฤฑn.\n + 3. Ayrฤฑmlarฤฑ veya paralellikleri, [header]Benzerlikler[/header] ve [header]Farklฤฑlฤฑklar[/header] gibi baลŸlฤฑklar kullanarak yapฤฑlandฤฑrฤฑlmฤฑลŸ bir formatta sunun.\n + 4. ร‡ฤฑkarฤฑlan bilgilerin kullanฤฑcฤฑnฤฑn sorgusuyla nasฤฑl iliลŸkili olduฤŸunu net bir ลŸekilde aรงฤฑklayฤฑn.\n + 5. EฤŸer baฤŸlamlar arasฤฑnda tutarlฤฑ bilgiler bulunuyorsa, bunlarฤฑ [header]Benzerlikler[/header] bรถlรผmรผnde รถzetleyin. ร‡eliลŸkili bilgiler iรงin: ร‡eliลŸen noktalarฤฑ [header]Farklฤฑlฤฑklar[/header] baลŸlฤฑฤŸฤฑ altฤฑnda belirtin. ร‡eliลŸkileri ilgili kaynaklarฤฑna atfedin ve bunlarฤฑn etkisini aรงฤฑklayฤฑn.\n + 6. Birden fazla รถzelliฤŸi kapsayan karลŸฤฑlaลŸtฤฑrmalar iรงin, verileri [bold]tablo formatฤฑnda[/bold] veya yapฤฑlandฤฑrฤฑlmฤฑลŸ listeler halinde dรผzenleyin. Her bir satฤฑr veya madde iลŸareti bir รถzelliฤŸi temsil etmelidir.\n + 7. Gerekli karลŸฤฑlaลŸtฤฑrma verileri eksikse, bunu [header]Eksik Bilgiler[/header] baลŸlฤฑฤŸฤฑ altฤฑnda aรงฤฑkรงa belirtin. Sorgunun nasฤฑl iyileลŸtirilebileceฤŸine dair รถnerilerde bulunun veya baฤŸlamdaki eksikliklere iลŸaret edin.\n + 8. Ayrฤฑntฤฑlฤฑ veya hiyerarลŸik karลŸฤฑlaลŸtฤฑrmalarฤฑ iรงeren sorgular iรงin: Genel farklฤฑlฤฑklar veya benzerlikler iรงin bir ana bรถlรผm kullanฤฑn. Daha ayrฤฑntฤฑlฤฑ noktalar iรงin iรง iรงe geรงmiลŸ bรถlรผmler ekleyin.\n + + ฤฐlgili Bilgilerin ร‡ฤฑkarฤฑlmasฤฑ:\n + Kullanฤฑcฤฑnฤฑn sorgusunda istenen belirli bilgileri belirlemek iรงin dikkatlice analiz yapฤฑn.\n + DoฤŸruluk iรงin daha yรผksek gรผven seviyelerine sahip baฤŸlamlara รถncelik vererek tรผm ilgili baฤŸlam pencerelerini kullanฤฑn.\n + Sorgu belirli bir dosyayฤฑ referans alฤฑyorsa, yalnฤฑzca belirtilen dosya(lar)dan bilgi รงฤฑkarฤฑn.\n + Sorgu herhangi bir dosya belirtmiyorsa, mevcut tรผm dosyalardan bilgileri birleลŸtirin.\n + BaฤŸlam birden fazla dosyada tutarlฤฑ bilgiler iรงeriyorsa, verileri birleลŸtirin ve tutarlฤฑlฤฑฤŸฤฑ belirtin.\n + BaฤŸlam รงeliลŸkili bilgiler iรงeriyorsa: ร‡eliลŸkileri vurgulayฤฑn, kaynaklarฤฑnฤฑ belirtin ve nasฤฑl farklฤฑlฤฑk gรถsterdiklerini aรงฤฑklayฤฑn.\n + BaฤŸlam benzer veya farklฤฑ bilgiler iรงeriyorsa, farklฤฑlฤฑklarฤฑ veya benzerlikleri รถzetleyin ve bunlarฤฑ sorguyla iliลŸkilendirin.\n + Yanฤฑtฤฑnฤฑzฤฑ daha iyi okunabilirlik iรงin madde iลŸaretleri veya konuya dayalฤฑ bรถlรผmler kullanarak sunun.\n + Netlik ve รถzlรผlรผฤŸe รถncelik verin. KarmaลŸฤฑk sorgular iรงin alt baลŸlฤฑklar veya kategoriler kullanฤฑn.\n + Gerekli bilgi baฤŸlamda bulunmuyorsa, bunu aรงฤฑkรงa belirtin ve mรผmkรผnse รถneriler veya aรงฤฑklamalar sunun.\n + Yanฤฑtta gรผven katsayฤฑsฤฑnฤฑ belirtmeyin.\n + + AลŸaฤŸฤฑdaki formata *kesinlikle* uygun ลŸekilde yanฤฑt verin:\n + + [header]Bรถlรผm Adฤฑ[/header]\n + GerektiฤŸinde [bold]kalฤฑn terimler[/bold] ile iรงerik. Maddeler iรงin ลŸu format kullanฤฑlmalฤฑ:\n + - Ana madde\n + - Alt madde\n + - Daha alt madde\n + + [header]DiฤŸer Bรถlรผm Adฤฑ[/header]\n + GerektiฤŸinde [bold]kalฤฑn terimler[/bold] ile iรงerik\n + - Ana madde\n + - Alt madde\n + - Daha alt madde\n + + Kurallar:\n + 1. Her ana bรถlรผm [header]...[/header] ile baลŸlamalฤฑ\n + 2. ร–nemli terimler veya vurgulamalar iรงin [bold]...[/bold] kullanฤฑn\n + 3. Bรถlรผm baลŸlฤฑklarฤฑ ลŸunlardan biri olmalฤฑ: Tanฤฑm, Amaรง, Temel ร–zellikler, ฤฐลŸleyiลŸ, BaฤŸlam\n + 4. Tรผm liste maddeleri iรงin tek tire (-) kullanฤฑn\n + 5. Alt maddelerde tam olarak 2 boลŸluk ile girintileme yapฤฑn\n + 6. Ana bรถlรผmler arasฤฑnda bir boลŸ satฤฑr bฤฑrakฤฑn\n + 7. BaลŸka liste iลŸaretleri kullanmayฤฑn (nokta, sayฤฑ vb.)\n + 8. Yanฤฑt boyunca tutarlฤฑ girintileme kullanฤฑn\n + + BaฤŸlam Pencereleri:\n + {context}\n + + Kullanฤฑcฤฑ Sorgusu:\n + {query}\n + " + + ร–zetleme: + - id: sum_tr_001 + text: " + Gรถreviniz verilen baฤŸlam pencerelerini analiz etmek, kullanฤฑcฤฑnฤฑn sorgusuna gรถre ilgili verileri รงฤฑkarmak ve yanฤฑtฤฑnฤฑzฤฑ geliลŸtirmek iรงin dosya bilgilerini kullanmaktฤฑr. Birincil amacฤฑnฤฑz, yalnฤฑzca baฤŸlam penceresinde saฤŸlanan bilgileri kullanarak kapsamlฤฑ, yapฤฑlandฤฑrฤฑlmฤฑลŸ ve kullanฤฑcฤฑ dostu bir yanฤฑt sunmaktฤฑr.\n + + Talimatlar:\n + Size, her biri birkaรง cรผmle ve ลŸu iki meta veriyi iรงeren baฤŸlam pencereleri saฤŸlanacaktฤฑr:\n + Dosya: Her baฤŸlamฤฑn kaynaฤŸฤฑnฤฑ belirtir.\n + Gรผven katsayฤฑsฤฑ: 0 ile 1 arasฤฑnda bir sayฤฑ olup, baฤŸlamฤฑn รถncelik seviyesini ifade eder (daha yรผksek sayฤฑlar daha yรผksek รถncelik anlamฤฑna gelir).\n + + 1. Sorgu ile ilgili baฤŸlamdan anahtar noktalarฤฑ veya temel fikirleri belirleyin ve รงฤฑkarฤฑn.\n + 2. Netlik iรงin madde iลŸaretleri veya kategoriler kullanarak kฤฑsa ve iyi yapฤฑlandฤฑrฤฑlmฤฑลŸ bir รถzet oluลŸturun.\n + 3. Genel temalarฤฑ vurgulayฤฑn ve gereksiz ayrฤฑntฤฑlara yer vermeden genel bir bakฤฑลŸ saฤŸlayฤฑn.\n + 4. Tekrarlamalarฤฑ รถnlemek iรงin baฤŸlamlar arasฤฑndaki tutarlฤฑ bilgileri birleลŸtirin.\n + 5. EฤŸer sorgu belirli bir odak alanฤฑ (รถrneฤŸin, bir bรถlรผm, dosya veya tema) belirtiyorsa, yalnฤฑzca bu odakla ilgili iรงeriฤŸi รถzetlemeye รถncelik verin. Herhangi bir odak belirtilmemiลŸse, en kritik ve tekrar eden temalarฤฑ veya noktalarฤฑ vurgulayฤฑn.\n + 6. Uygun olduฤŸunda, baฤŸlamdan kฤฑsa รถrnekler veya belirli detaylarla ana fikirleri aรงฤฑklayฤฑn. ร–rnekleri kฤฑsa ve ilgili tutun.\n + 7. BaฤŸlamda รงeliลŸkiler varsa: Her iki bakฤฑลŸ aรงฤฑsฤฑnฤฑ da kฤฑsaca รถzetleyin. ร‡eliลŸkiyi aรงฤฑkรงa belirtin ve bunun sorguyla nasฤฑl iliลŸkili olduฤŸunu aรงฤฑklayฤฑn.\n + 8. ร–zet, sorgu tarafฤฑndan aรงฤฑkรงa talep edilmedikรงe 200 kelimeyi aลŸmamalฤฑdฤฑr. EฤŸer gerekli detaylar bu sฤฑnฤฑrฤฑ aลŸarsa, รถncelikli veya hiyerarลŸik bir genel bakฤฑลŸ saฤŸlayฤฑn.\n + + ฤฐlgili Bilgilerin ร‡ฤฑkarฤฑlmasฤฑ:\n + Kullanฤฑcฤฑnฤฑn sorgusunda istenen belirli bilgileri belirlemek iรงin dikkatlice analiz yapฤฑn.\n + DoฤŸruluk iรงin daha yรผksek gรผven seviyelerine sahip baฤŸlamlara รถncelik vererek tรผm ilgili baฤŸlam pencerelerini kullanฤฑn.\n + Sorgu belirli bir dosyayฤฑ referans alฤฑyorsa, yalnฤฑzca belirtilen dosya(lar)dan bilgi รงฤฑkarฤฑn.\n + Sorgu herhangi bir dosya belirtmiyorsa, mevcut tรผm dosyalardan bilgileri birleลŸtirin.\n + BaฤŸlam birden fazla dosyada tutarlฤฑ bilgiler iรงeriyorsa, verileri birleลŸtirin ve tutarlฤฑlฤฑฤŸฤฑ belirtin.\n + BaฤŸlam รงeliลŸkili bilgiler iรงeriyorsa: ร‡eliลŸkileri vurgulayฤฑn, kaynaklarฤฑnฤฑ belirtin ve nasฤฑl farklฤฑlฤฑk gรถsterdiklerini aรงฤฑklayฤฑn.\n + BaฤŸlam benzer veya farklฤฑ bilgiler iรงeriyorsa, farklฤฑlฤฑklarฤฑ veya benzerlikleri รถzetleyin ve bunlarฤฑ sorguyla iliลŸkilendirin.\n + Yanฤฑtฤฑnฤฑzฤฑ daha iyi okunabilirlik iรงin madde iลŸaretleri veya konuya dayalฤฑ bรถlรผmler kullanarak sunun.\n + Netlik ve รถzlรผlรผฤŸe รถncelik verin. KarmaลŸฤฑk sorgular iรงin alt baลŸlฤฑklar veya kategoriler kullanฤฑn.\n + Gerekli bilgi baฤŸlamda bulunmuyorsa, bunu aรงฤฑkรงa belirtin ve mรผmkรผnse รถneriler veya aรงฤฑklamalar sunun.\n + Yanฤฑtta gรผven katsayฤฑsฤฑnฤฑ belirtmeyin.\n + + AลŸaฤŸฤฑdaki formata *kesinlikle* uygun ลŸekilde yanฤฑt verin:\n + + [header]Bรถlรผm Adฤฑ[/header]\n + GerektiฤŸinde [bold]kalฤฑn terimler[/bold] ile iรงerik. Maddeler iรงin ลŸu format kullanฤฑlmalฤฑ:\n + - Ana madde\n + - Alt madde\n + - Daha alt madde\n + + [header]DiฤŸer Bรถlรผm Adฤฑ[/header]\n + GerektiฤŸinde [bold]kalฤฑn terimler[/bold] ile iรงerik\n + - Ana madde\n + - Alt madde\n + - Daha alt madde\n + + Kurallar:\n + 1. Her ana bรถlรผm [header]...[/header] ile baลŸlamalฤฑ\n + 2. ร–nemli terimler veya vurgulamalar iรงin [bold]...[/bold] kullanฤฑn\n + 3. Bรถlรผm baลŸlฤฑklarฤฑ ลŸunlardan biri olmalฤฑ: Tanฤฑm, Amaรง, Temel ร–zellikler, ฤฐลŸleyiลŸ, BaฤŸlam\n + 4. Tรผm liste maddeleri iรงin tek tire (-) kullanฤฑn\n + 5. Alt maddelerde tam olarak 2 boลŸluk ile girintileme yapฤฑn\n + 6. Ana bรถlรผmler arasฤฑnda bir boลŸ satฤฑr bฤฑrakฤฑn\n + 7. BaลŸka liste iลŸaretleri kullanmayฤฑn (nokta, sayฤฑ vb.)\n + 8. Yanฤฑt boyunca tutarlฤฑ girintileme kullanฤฑn\n + + BaฤŸlam Pencereleri:\n + {context}\n + + Kullanฤฑcฤฑ Sorgusu:\n + {query}\n + " + + queries: + - id: query_tr_001 + text: " + Gรถrev: Analiz Et, Dรผzelt ve ฤฐlgili Sorular & Cevaplar OluลŸtur.\n + + Talimatlar:\n + Kullanฤฑcฤฑ sorgusu size verilmiลŸtir.\n + ร–ncelikle Kullanฤฑcฤฑ sorusunu kontrol edin. EฤŸer anlamsฤฑzsa, boลŸ bir string '' dรถndรผrรผn. Anlamlฤฑysa, ลŸu iลŸlemleri yapฤฑn:\n + Herhangi bir yazฤฑm veya dilbilgisi hatasฤฑ olup olmadฤฑฤŸฤฑnฤฑ kontrol edin ve dรผzeltilmiลŸ soruyu รงฤฑktฤฑdaki ilk soru olarak dรถndรผrรผn.\n + Ardฤฑndan, DรผzeltmiลŸ soruyla aynฤฑ anlamฤฑ koruyan 3 semantik olarak benzer sorgu oluลŸturun.\n + Orijinal soruyu farklฤฑ aรงฤฑlardan ele alan, ancak yine de ilgili kalan 3 farklฤฑ soru oluลŸturun.\n + Son 3 soruya, her biri 1-2 cรผmlelik kฤฑsa cevaplarla yanฤฑt verin.\n + Ardฤฑndan dรผzeltilmiลŸ kullanฤฑcฤฑ sorgusunu analiz edin ve niyetini belirleyin. Niyet listesi, anahtar kelimeler ve รถrnekler aลŸaฤŸฤฑda verilmiลŸtir. EฤŸer niyet tam olarak anlaลŸฤฑlmaz ise boลŸ bir string '' dรถndรผr.\n + + Olasฤฑ niyetler:\n + 1. Bilgi Edinme: Gerรงek bilgileri, tanฤฑmlarฤฑ veya aรงฤฑklamalarฤฑ รถฤŸrenme talebi.\n + Niyet Anahtar Kelimeleri: Ne, tanฤฑmla, aรงฤฑkla, detaylar, belirt, kim, neden, nasฤฑl.\n + Niyet ร–rnekleri: Bu kuralฤฑ ihlal etmenin cezasฤฑ nedir? โ†’ Bilgilendirme\n + 2. ร–zetleme: KarmaลŸฤฑk bilgilerin kฤฑsa bir รถzetini isteme.\n + Niyet Anahtar Kelimeleri: ร–zetle, genel bakฤฑลŸ, ana noktalar, temel fikirler, kฤฑsa, รถz, basitleลŸtir.\n + Niyet ร–rnekleri: Bu belgenin ana noktalarฤฑnฤฑ รถzetleyebilir misiniz? โ†’ ร–zetleme\n + 3. KarลŸฤฑlaลŸtฤฑrma: Seรงenekleri, yรถntemleri veya teknolojileri deฤŸerlendirme.\n + Niyet Anahtar Kelimeleri: KarลŸฤฑlaลŸtฤฑr, fark, benzerlik, karลŸฤฑlaลŸtฤฑrma, daha iyi, alternatif, artฤฑlar ve eksiler.\n + Niyet ร–rnekleri: Bu iki yรถntemin faydalarฤฑnฤฑ karลŸฤฑlaลŸtฤฑrฤฑn. โ†’ KarลŸฤฑlaลŸtฤฑrma\n + + ร‡ฤฑktฤฑyฤฑ **kesinlikle** ลŸu formatta dรถndรผrรผn:\n + [dรผzeltilmiลŸ sorgu]\n + [birinci semantik olarak benzer sorgu]\n + [ikinci semantik olarak benzer sorgu]\n + [รผรงรผncรผ semantik olarak benzer sorgu]\n + [birinci farklฤฑ-aรงฤฑdan soru]\n + [ikinci farklฤฑ-aรงฤฑdan soru]\n + [รผรงรผncรผ farklฤฑ-aรงฤฑdan soru]\n + [birinci farklฤฑ-aรงฤฑdan cevap]\n + [ikinci farklฤฑ-aรงฤฑdan cevap]\n + [รผรงรผncรผ farklฤฑ-aรงฤฑdan cevap]\n + [kullanฤฑcฤฑ niyeti]\n + + Kullanฤฑcฤฑ Sorgusu: {query}\n + + ร–rnek:\n + Kullanฤฑcฤฑ sorgusu: Retrieval-augmented generation yapay zeka sistemlerinde nasฤฑl รงalฤฑลŸฤฑr?\n + + ร‡ฤฑktฤฑ:\n + Retrieval-augmented generation yapay zeka sistemlerinde nasฤฑl รงalฤฑลŸฤฑr?\n + Retrieval-augmented generation sรผreci yapay zekada nasฤฑl iลŸler?\n + RAG, yapay zeka sistemlerine bilgi getirme ve oluลŸturma konusunda nasฤฑl yardฤฑmcฤฑ olur?\n + Retrieval-augmented generation yapay zeka uygulamalarฤฑnda nasฤฑl iลŸlev gรถrรผr?\n + RAG kullanmanฤฑn yapay zeka iรงin temel avantajlarฤฑ nelerdir?\n + RAG, geleneksel makine รถฤŸrenimi modellerinden nasฤฑl farklฤฑdฤฑr?\n + RAGโ€™in uygulanmasฤฑnda karลŸฤฑlaลŸฤฑlan zorluklar nelerdir?\n + RAG, yapay zekayฤฑ dฤฑลŸ verileri getirerek daha doฤŸru yanฤฑtlar saฤŸlamada geliลŸtirir.\n + RAG, geleneksel modellerden farklฤฑ olarak รงฤฑkarฤฑm sฤฑrasฤฑnda harici bilgilere eriลŸim saฤŸlar.\n + BaลŸlฤฑca zorluklar arasฤฑnda getirme gecikmesi, getirilen verilerin uygunluฤŸu ve bilgilerin gรผncel tutulmasฤฑ yer alฤฑr.\n + Bilgi Edinme\n + + Kullanฤฑcฤฑ sorusu: {query}\n + " + +metadata: + version: "1.0" + description: "Prompt type storages with language groups" \ No newline at end of file diff --git a/doclink/doclink/app/__init__.py b/doclink/doclink/app/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/doclink/doclink/app/api/__init__.py b/doclink/doclink/app/api/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/doclink/doclink/app/api/core.py b/doclink/doclink/app/api/core.py new file mode 100644 index 0000000..4f3b49c --- /dev/null +++ b/doclink/doclink/app/api/core.py @@ -0,0 +1,474 @@ +from typing import List +import numpy as np +import bcrypt +import re +import base64 +import os +from dotenv import load_dotenv +from cryptography.hazmat.primitives.ciphers.aead import AESGCM + +from ..functions.reading_functions import ReadingFunctions +from ..functions.embedding_functions import EmbeddingFunctions +from ..functions.indexing_functions import IndexingFunctions +from ..functions.chatbot_functions import ChatbotFunctions +from ..functions.scraping_functions import Webscraper +from ..functions.export_functions import Exporter + + +class Authenticator: + def __init__(self): + pass + + def verify_password(self, plain_password: str, hashed_password: str) -> bool: + return bcrypt.checkpw( + plain_password.encode("utf-8"), hashed_password.encode("utf-8") + ) + + def hash_password(self, password: str) -> str: + salt = bcrypt.gensalt() + return bcrypt.hashpw(password.encode("utf-8"), salt).decode("utf-8") + + +class Encryptor: + def __init__(self): + load_dotenv() + self.key = os.getenv("ENCRYPTION_KEY") + self.email_auth = "EMAIL_AUTH_DATA_2025" + self.email_nonce = self.email_auth.encode("utf-8")[:12].ljust(12, b"\0") + self._key_bytes = base64.b64decode(self.key) + self.aesgcm = AESGCM(self._key_bytes) + + def encrypt(self, text: str, auth_data) -> str: + try: + nonce = os.urandom(12) + encrypted_data = self.aesgcm.encrypt( + nonce, text.encode("utf-8"), auth_data.encode("utf-8") + ) + combined_encrypt = nonce + encrypted_data + encrypted_sentence = base64.b64encode(combined_encrypt).decode("utf-8") + return encrypted_sentence + except Exception as e: + raise e + + def decrypt(self, encrypted_data: str, auth_data) -> str: + try: + decoded_text = base64.b64decode(encrypted_data.encode("utf-8")) + nonce = decoded_text[:12] + encrypted_text = decoded_text[12:] + decrypted_data = self.aesgcm.decrypt( + nonce, encrypted_text, auth_data.encode("utf-8") + ) + return decrypted_data.decode("utf-8") + except Exception as e: + raise e + + +class Processor: + def __init__( + self, + ): + self.ef = EmbeddingFunctions() + self.rf = ReadingFunctions() + self.indf = IndexingFunctions() + self.cf = ChatbotFunctions() + self.en = Encryptor() + self.ws = Webscraper() + self.ex = Exporter() + + def create_index(self, embeddings: np.ndarray, index_type: str = "flat"): + if index_type == "flat": + index = self.indf.create_flat_index(embeddings=embeddings) + return index + + def filter_search( + self, domain_content: dict, domain_embeddings: np.ndarray, file_ids: list + ): + filtered_indexes = [] + filtered_content = [] + + for i, content in enumerate(domain_content): + if content[4] in file_ids: + filtered_indexes.append(i) + filtered_content.append(content) + + filtered_embeddings = domain_embeddings[filtered_indexes] + + index = self.create_index(embeddings=filtered_embeddings) + boost_info = self.extract_boost_info( + domain_content=filtered_content, embeddings=filtered_embeddings + ) + + try: + index_header = self.create_index(embeddings=boost_info["header_embeddings"]) + except IndexError: + index_header = None + + return index, filtered_content, boost_info, index_header + + def search_index( + self, + user_query: str, + domain_content: dict, + boost_info: dict, + index, + index_header, + ): + file_lang = self.file_lang_detection(domain_content=domain_content) + queries, lang = self.query_preprocessing( + user_query=user_query, file_lang=file_lang + ) + if not queries: + if lang == "tr": + return ( + "Sorunu anlayamadฤฑm", + None, + None, + ) + else: + return ( + f"I didn't understand {user_query}", + None, + None, + ) + + query_embeddings = self.ef.create_embeddings_from_sentences( + sentences=queries[:-1] + ) + + boost_array = self._create_boost_array( + header_indexes=boost_info["header_indexes"], + sentence_amount=index.ntotal, + query_vector=query_embeddings[0], + index_header=index_header, + ) + + # Get search distances with occurrences + dict_resource = {} + for i, query_embedding in enumerate(query_embeddings): + D, I = index.search(query_embedding.reshape(1, -1), len(domain_content)) # noqa: E741 + if i == 0: + convergence_vector, distance_vector = I[0], D[0] + for i, match_index in enumerate(I[0]): + if match_index in dict_resource: + dict_resource[match_index].append(D[0][i]) + else: + dict_resource[match_index] = [D[0][i]] + + file_boost_array = self._create_file_boost_array( + domain_content=domain_content, + distance_vector=distance_vector, + convergence_vector=convergence_vector, + ) + + # Combine boost arrays + combined_boost_array = 0.25 * file_boost_array + 0.75 * boost_array + + # Get average occurrences + dict_resource = self._avg_resources(dict_resource) + + for key in dict_resource: + dict_resource[key] *= combined_boost_array[key] + + sorted_dict = dict( + sorted(dict_resource.items(), key=lambda item: item[1], reverse=True) + ) + + filtered_indexes = [ + sentence_index + for sentence_index in sorted_dict.keys() + if sorted_dict[sentence_index] >= 0.35 + ] + sorted_sentence_indexes = filtered_indexes[:10] + + # Early return with message + if not sorted_sentence_indexes: + if lang == "tr": + return ( + "SeรงtiฤŸin dokรผmanlarda bu sorunun cevabฤฑnฤฑ bulamadฤฑm", + None, + None, + ) + else: + return ( + "I couldn't find the answer of the question within the selected files", + None, + None, + ) + + # Sentences to context creation + context, context_windows, resources = self.context_creator( + sentence_index_list=sorted_sentence_indexes, + domain_content=domain_content, + header_indexes=boost_info["header_indexes"], + table_indexes=boost_info["table_indexes"], + ) + + answer = self.cf.response_generation( + query=user_query, context=context, intention=queries[-1] + ) + + return answer, resources, context_windows + + def query_preprocessing(self, user_query, file_lang): + generated_queries, lang = self.cf.query_generation( + query=user_query, file_lang=file_lang + ) + splitted_queries = generated_queries.split("\n") + + if len(splitted_queries) > 1: + return splitted_queries, lang + return None, lang + + def _create_boost_array( + self, + header_indexes: list, + sentence_amount: int, + query_vector: np.ndarray, + index_header, + ): + boost_array = np.ones(sentence_amount) + + if not index_header: + return boost_array + + D, I = index_header.search(query_vector.reshape(1, -1), 10) # noqa: E741 + filtered_header_indexes = [ + header_index + for index, header_index in enumerate(I[0]) + if D[0][index] > 0.30 + ] + + if not filtered_header_indexes: + return boost_array + else: + for i, filtered_index in enumerate(filtered_header_indexes): + try: + start = header_indexes[filtered_index] + 1 + end = header_indexes[filtered_index + 1] + if i > 2: + boost_array[start:end] *= 1.1 + elif i > 0: + boost_array[start:end] *= 1.2 + else: + boost_array[start:end] *= 1.3 + except IndexError as e: + print(f"List is out of range {e}") + continue + return boost_array + + # File boost function + def _create_file_boost_array( + self, + domain_content: list, + distance_vector: np.ndarray, + convergence_vector: np.ndarray, + ): + boost_array = np.ones(len(domain_content)) + sort_order = np.argsort(convergence_vector) + sorted_scores = distance_vector[sort_order] + file_counts = {} + + if not domain_content: + return boost_array + else: + for _, _, _, _, _, filename in domain_content: + file_counts[filename] = file_counts.get(filename, 0) + 1 + + file_sentence_counts = np.cumsum([0] + list(file_counts.values())) + + for i in range(len(file_sentence_counts) - 1): + start, end = file_sentence_counts[i], file_sentence_counts[i + 1] + if np.mean(sorted_scores[start:end]) > 0.30: + boost_array[start:end] *= 1.1 + + return boost_array + + def context_creator( + self, + sentence_index_list: list, + domain_content: List[tuple], + header_indexes: list, + table_indexes: list, + ): + context = "" + context_windows = [] + widened_indexes = [] + original_matches = set(sentence_index_list) + + for i, sentence_index in enumerate(sentence_index_list): + window_size = 4 if i < 3 else 2 + start = max(0, sentence_index - window_size) + end = min(len(domain_content) - 1, sentence_index + window_size) + + if table_indexes: + for table_index in table_indexes: + if sentence_index == table_index: + widened_indexes.append((table_index, table_index)) + table_indexes.remove(table_index) + break + + if not header_indexes: + widened_indexes.append((start, end)) + else: + for i, current_header in enumerate(header_indexes): + if sentence_index == current_header: + start = max(0, sentence_index) + if ( + i + 1 < len(header_indexes) + and abs(sentence_index - header_indexes[i + 1]) <= 20 + ): + end = min( + len(domain_content) - 1, header_indexes[i + 1] - 1 + ) + else: + end = min( + len(domain_content) - 1, sentence_index + window_size + ) + break + elif ( + i + 1 < len(header_indexes) + and current_header < sentence_index < header_indexes[i + 1] + ): + start = ( + current_header + if abs(sentence_index - current_header) <= 20 + else max(0, sentence_index - window_size) + ) + end = ( + header_indexes[i + 1] - 1 + if abs(header_indexes[i + 1] - sentence_index) <= 20 + else min( + len(domain_content) - 1, sentence_index + window_size + ) + ) + break + elif ( + i == len(header_indexes) - 1 + and current_header >= sentence_index + ): + start = ( + max(0, sentence_index) + if abs(current_header - sentence_index) <= 20 + else max(0, sentence_index - window_size) + ) + end = min(len(domain_content) - 1, sentence_index + window_size) + break + if (start, end) not in widened_indexes: + widened_indexes.append((start, end)) + + merged_truples = self.merge_tuples(widen_sentences=widened_indexes) + + used_indexes = [ + min(index for index in sentence_index_list if tuple[0] <= index <= tuple[1]) + for tuple in merged_truples + ] + resources = self._extract_resources( + sentence_indexes=used_indexes, domain_content=domain_content + ) + + for i, tuple in enumerate(merged_truples): + if tuple[0] == tuple[1]: + windened_sentence = " ".join( + self.en.decrypt( + domain_content[tuple[0]][0], domain_content[tuple[0]][4] + ) + ) + context += f"Context{i + 1}: File:{resources['file_names'][i]}, Confidence:{(len(sentence_index_list) - i) / len(sentence_index_list)}, Table\n{windened_sentence}\n" + context_windows.append(windened_sentence) + else: + highlighted_sentences = [] + + for index in range(tuple[0], tuple[1] + 1): + sentence_text = self.en.decrypt( + domain_content[index][0], domain_content[index][4] + ) + + # Highlight original matches + if index in original_matches: + highlighted_sentences.append(f"{sentence_text}") + else: + highlighted_sentences.append(sentence_text) + + windened_sentence = " ".join(highlighted_sentences) + context += f"Context{i + 1}: File:{resources['file_names'][i]}, Confidence:{(len(sentence_index_list) - i) / len(sentence_index_list)}, {windened_sentence}\n\n" + context_windows.append(windened_sentence) + + return context, context_windows, resources + + def _avg_resources(self, resources_dict): + for key, value in resources_dict.items(): + value_mean = sum(value) / len(value) + value_coefficient = value_mean + len(value) * 0.0025 + resources_dict[key] = value_coefficient + return resources_dict + + def _extract_resources(self, sentence_indexes: list, domain_content: List[tuple]): + resources = {"file_names": [], "page_numbers": []} + for index in sentence_indexes: + resources["file_names"].append(domain_content[index][5]) + resources["page_numbers"].append(domain_content[index][3]) + return resources + + def _create_dynamic_context(self, sentences): + context = "" + for i, sentence in enumerate(sentences): + context += f"{i + 1}: {sentence}\n" + return context + + def extract_boost_info(self, domain_content: List[tuple], embeddings: np.ndarray): + boost_info = { + "header_indexes": [], + "headers": [], + "header_embeddings": [], + "table_indexes": [], + } + for index in range(len(domain_content)): + if domain_content[index][1]: + boost_info["header_indexes"].append(index) + boost_info["headers"].append(domain_content[index][0]) + + if domain_content[index][2]: + boost_info["table_indexes"].append(index) + boost_info["header_embeddings"] = embeddings[boost_info["header_indexes"]] + return boost_info + + def merge_tuples(self, widen_sentences): + sorted_dict = {0: widen_sentences[0]} + + for sentence_tuple in widen_sentences[1:]: + tuple_range = range(sentence_tuple[0], sentence_tuple[1]) + is_in = 0 + for index, value in sorted_dict.items(): + current_range = range(value[0], value[1]) + if set(tuple_range) & set(current_range): + interval = ( + min(sorted_dict[index][0], sentence_tuple[0]), + max(sorted_dict[index][1], sentence_tuple[1]), + ) + sorted_dict[index] = interval + is_in = 1 + + if not is_in: + sorted_dict[index + 1] = sentence_tuple + + return list(dict.fromkeys(sorted_dict.values())) + + def file_lang_detection(self, domain_content: List[tuple]): + file_lang = {} + detected_sentence_amount = ( + 25 if len(domain_content) > 25 else len(domain_content) + ) + + for i in range(0, detected_sentence_amount): + decrypted_content = self.en.decrypt( + domain_content[i][0], domain_content[i][4] + ) + if re.match(r"\b[a-zA-Z]{" + str(4) + r",}\b", decrypted_content) or ( + decrypted_content[0] == "|" and decrypted_content[-1] == "|" + ): + lang = self.cf.detect_language(decrypted_content) + file_lang[lang] = file_lang.get(lang, 0) + 1 + try: + return max(file_lang, key=file_lang.get) + except ValueError: + return "en" diff --git a/doclink/doclink/app/api/endpoints.py b/doclink/doclink/app/api/endpoints.py new file mode 100644 index 0000000..ba3c0ce --- /dev/null +++ b/doclink/doclink/app/api/endpoints.py @@ -0,0 +1,870 @@ +from fastapi import APIRouter, UploadFile, HTTPException, Request, Query, File, Form +from fastapi.responses import JSONResponse, StreamingResponse +from google.oauth2.credentials import Credentials +from googleapiclient.discovery import build +from googleapiclient.http import MediaIoBaseDownload +from datetime import datetime + +import os +import logging +import uuid +import base64 +import psycopg2 +import io +import hmac +import hashlib + +from .core import Processor +from .core import Authenticator +from .core import Encryptor +from ..db.database import Database +from ..redis_manager import RedisManager, RedisConnectionError + +# services +router = APIRouter() +processor = Processor() +authenticator = Authenticator() +redis_manager = RedisManager() +encryptor = Encryptor() + +# logger +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger(__name__) + +# environment variables +GOOGLE_CLIENT_ID = os.getenv("GOOGLE_CLIENT_ID") +GOOGLE_CLIENT_SECRET = os.getenv("GOOGLE_CLIENT_SECRET") +GOOGLE_REDIRECT_URI = os.getenv("GOOGLE_REDIRECT_URI") +GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY") + + +# request functions +@router.post("/db/get_user_info") +async def get_user_info(request: Request): + try: + data = await request.json() + user_id = data.get("user_id") + with Database() as db: + user_info, domain_info = db.get_user_info_w_id(user_id) + + return JSONResponse( + content={ + "user_info": user_info, + "domain_info": domain_info, + }, + status_code=200, + ) + except Exception as e: + raise HTTPException(status_code=500, detail=str(e)) + + +@router.post("/db/rename_domain") +async def rename_domain(request: Request): + try: + data = await request.json() + selected_domain_id = data.get("domain_id") + new_name = data.get("new_name") + with Database() as db: + success = db.rename_domain(domain_id=selected_domain_id, new_name=new_name) + + if not success: + return JSONResponse( + content={"message": "error while renaming domain"}, + status_code=400, + ) + + return JSONResponse( + content={"message": "success"}, + status_code=200, + ) + except Exception as e: + logger.error(f"Error renaming domain: {str(e)}") + raise HTTPException(status_code=500, detail=str(e)) + + +@router.post("/db/create_domain") +async def create_domain( + request: Request, + userID: str = Query(...), +): + try: + data = await request.json() + domain_name = data.get("domain_name") + domain_id = str(uuid.uuid4()) + with Database() as db: + result = db.create_domain( + user_id=userID, + domain_id=domain_id, + domain_name=domain_name, + domain_type=1, + ) + + if not result["success"]: + return JSONResponse( + content={"message": result["message"]}, + status_code=400, + ) + + return JSONResponse( + content={"message": "success", "domain_id": domain_id}, + status_code=200, + ) + except Exception as e: + logger.error(f"Error renaming domain: {str(e)}") + raise HTTPException(status_code=500, detail=str(e)) + + +@router.post("/db/delete_domain") +async def delete_domain(request: Request): + try: + data = await request.json() + domain_id = data.get("domain_id") + with Database() as db: + success = db.delete_domain(domain_id=domain_id) + + if success < 0: + return JSONResponse( + content={ + "message": "This is your default domain. You cannot delete it completely, instead you can delete the unnucessary files inside!" + }, + status_code=400, + ) + elif success == 0: + return JSONResponse( + content={ + "message": "Error while deleting domain. Please report this to us, using feedback on the bottom left." + }, + status_code=400, + ) + + db.conn.commit() + + return JSONResponse( + content={"message": "success"}, + status_code=200, + ) + except Exception as e: + logger.error(f"Error while deleting domain: {str(e)}") + raise HTTPException(status_code=500, detail=str(e)) + + +@router.post("/db/insert_feedback") +async def insert_feedback( + userID: str = Query(...), + feedback_type: str = Form(...), + feedback_description: str = Form(...), + feedback_screenshot: UploadFile = File(None), +): + try: + feedback_id = str(uuid.uuid4()) + screenshot_data = None + + if feedback_screenshot: + contents = await feedback_screenshot.read() + if len(contents) > 2 * 1024 * 1024: # 2MB limit + raise HTTPException( + status_code=400, detail="Screenshot size should be less than 2MB" + ) + screenshot_data = base64.b64encode(contents).decode("utf-8") + + with Database() as db: + db.insert_user_feedback( + feedback_id=feedback_id, + user_id=userID, + feedback_type=feedback_type, + description=feedback_description[:5000], + screenshot=screenshot_data, + ) + db.conn.commit() + + return JSONResponse( + content={"message": "Thanks for the feedback!"}, status_code=200 + ) + + except Exception as e: + raise HTTPException(status_code=500, detail=str(e)) + + +@router.post("/db/insert_rating") +async def insert_rating( + userID: str = Query(...), + rating: int = Form(...), + user_note: str = Form(""), +): + try: + rating_id = str(uuid.uuid4()) + with Database() as db: + db.insert_user_rating( + rating_id=rating_id, + user_id=userID, + rating=rating, + user_note=user_note if user_note else None, + ) + db.conn.commit() + + return JSONResponse( + content={"message": "Thank you for the rating!"}, status_code=200 + ) + + except Exception as e: + raise HTTPException(status_code=500, detail=str(e)) + + +@router.post("/qa/select_domain") +async def select_domain( + request: Request, + userID: str = Query(...), +): + try: + data = await request.json() + selected_domain_id = data.get("domain_id") + _, _, success = update_selected_domain( + user_id=userID, domain_id=selected_domain_id + ) + + if not success: + return JSONResponse( + content={"message": "error while updating selected domain"}, + status_code=400, + ) + + redis_manager.refresh_user_ttl(userID) + return JSONResponse( + content={"message": "success"}, + status_code=200, + ) + except RedisConnectionError as e: + logger.error(f"Redis connection error: {str(e)}") + raise HTTPException(status_code=503, detail="Service temporarily unavailable") + except Exception as e: + logger.error(f"Error in select_domain: {str(e)}") + raise HTTPException(status_code=500, detail=str(e)) + + +@router.post("/qa/generate_answer") +async def generate_answer( + request: Request, + userID: str = Query(...), + sessionID: str = Query(...), +): + try: + data = await request.json() + user_message = data.get("user_message") + file_ids = data.get("file_ids") + + # Check if domain is selected + selected_domain_id = redis_manager.get_data(f"user:{userID}:selected_domain") + if not selected_domain_id: + return JSONResponse( + content={"message": "Please select a domain first..."}, + status_code=400, + ) + + if not file_ids: + return JSONResponse( + content={"message": "You didn't select any files..."}, + status_code=400, + ) + + with Database() as db: + update_result = db.upsert_session_info(user_id=userID, session_id=sessionID) + if not update_result["success"]: + return JSONResponse( + content={"message": update_result["message"]}, + status_code=400, + ) + + # Retrieve domain data from Redis + domain_content = redis_manager.get_data(f"user:{userID}:domain_content") + domain_embeddings = redis_manager.get_data(f"user:{userID}:domain_embeddings") + + # Log the retrieved data for debugging + logger.info(f"Domain content: {domain_content}") + logger.info(f"Domain embeddings: {domain_embeddings}") + + # Guard: if either domain content or embeddings is None, return an error + if domain_content is None or domain_embeddings is None: + logger.error("Domain data not found in Redis") + return JSONResponse( + content={"message": "Domain data not available. Please re-select your domain."}, + status_code=400, + ) + + # Call filter_search to filter the domain content + result = processor.filter_search( + domain_content=domain_content, + domain_embeddings=domain_embeddings, + file_ids=file_ids, + ) + if result is None: + logger.error("filter_search returned None") + return JSONResponse( + content={"message": "Nothing in here..."}, + status_code=400, + ) + + try: + index, filtered_content, boost_info, index_header = result + except Exception as e: + logger.error(f"Error unpacking filter_search result: {e}") + return JSONResponse( + content={"message": "Error processing domain data."}, + status_code=400, + ) + + # Process search with the filtered data + answer, resources, resource_sentences = processor.search_index( + user_query=user_message, + domain_content=filtered_content, + boost_info=boost_info, + index=index, + index_header=index_header, + ) + + if not resources or not resource_sentences: + return JSONResponse( + content={ + "message": answer, + "daily_count": update_result["daily_count"], + }, + status_code=200, + ) + + redis_manager.refresh_user_ttl(userID) + + return JSONResponse( + content={ + "answer": answer, + "resources": resources, + "resource_sentences": resource_sentences, + "question_count": update_result["question_count"], + "daily_count": update_result["daily_count"], + }, + status_code=200, + ) + + except RedisConnectionError as e: + logger.error(f"Redis connection error: {str(e)}") + raise HTTPException(status_code=503, detail="Service temporarily unavailable") + except Exception as e: + logger.error(f"Error in generate_answer: {str(e)}") + raise HTTPException(status_code=500, detail=str(e)) + + + +@router.post("/io/store_file") +async def store_file( + userID: str = Query(...), + file: UploadFile = File(...), + lastModified: str = Form(...), +): + try: + file_bytes = await file.read() + if not file_bytes: + return JSONResponse( + content={ + "message": f"Empty file {file.filename}. If you think not, please report this to us!" + }, + status_code=400, + ) + + file_data = processor.rf.read_file( + file_bytes=file_bytes, file_name=file.filename + ) + + if not file_data["sentences"]: + return JSONResponse( + content={ + "message": f"No content to extract in {file.filename}. If there is please report this to us!" + }, + status_code=400, + ) + + # Create embeddings + file_embeddings = processor.ef.create_embeddings_from_sentences( + sentences=file_data["sentences"] + ) + + # Store in Redis + redis_key = f"user:{userID}:upload:{file.filename}" + upload_data = { + "file_name": file.filename, + "last_modified": datetime.fromtimestamp(int(lastModified) / 1000).strftime( + "%Y-%m-%d" + )[:20], + "sentences": file_data["sentences"], + "page_numbers": file_data["page_number"], + "is_headers": file_data["is_header"], + "is_tables": file_data["is_table"], + "embeddings": file_embeddings, + } + + redis_manager.set_data(redis_key, upload_data, expiry=3600) + + return JSONResponse( + content={"message": "success", "file_name": file.filename}, + status_code=200, + ) + + except Exception as e: + logging.error(f"Error storing file {file.filename}: {str(e)}") + return JSONResponse( + content={"message": f"Error storing file: {str(e)}"}, status_code=500 + ) + + +@router.post("/io/store_drive_file") +async def store_drive_file( + userID: str = Query(...), + lastModified: str = Form(...), + driveFileId: str = Form(...), + driveFileName: str = Form(...), + accessToken: str = Form(...), +): + try: + credentials = Credentials( + token=accessToken, + client_id=GOOGLE_CLIENT_ID, + client_secret=GOOGLE_CLIENT_SECRET, + token_uri="https://oauth2.googleapis.com/token", + ) + + drive_service = build("drive", "v3", credentials=credentials) + + google_mime_types = { + "application/vnd.google-apps.document": ("application/pdf", ".pdf"), + "application/vnd.google-apps.spreadsheet": ( + "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", + ".xlsx", + ), + "application/vnd.google-apps.presentation": ( + "application/vnd.openxmlformats-officedocument.presentationml.presentation", + ".pptx", + ), + "application/vnd.google-apps.script": ("text/plain", ".txt"), + } + + file_metadata = ( + drive_service.files().get(fileId=driveFileId, fields="mimeType").execute() + ) + mime_type = file_metadata["mimeType"] + + if mime_type in google_mime_types: + export_mime_type, extension = google_mime_types[mime_type] + request = drive_service.files().export_media( + fileId=driveFileId, mimeType=export_mime_type + ) + + if not driveFileName.endswith(extension): + driveFileName += extension + else: + request = drive_service.files().get_media(fileId=driveFileId) + + file_stream = io.BytesIO() + downloader = MediaIoBaseDownload(file_stream, request) + + done = False + while not done: + _, done = downloader.next_chunk() + + file_stream.seek(0) + file_bytes = file_stream.read() + + if not file_bytes: + return JSONResponse( + content={ + "message": f"Empty file {driveFileName}. If you think not, please report this to us!" + }, + status_code=400, + ) + + file_data = processor.rf.read_file( + file_bytes=file_bytes, file_name=driveFileName + ) + + if not file_data["sentences"]: + return JSONResponse( + content={ + "message": f"No content to extract in {driveFileName}. If there is please report this to us!" + }, + status_code=400, + ) + + file_embeddings = processor.ef.create_embeddings_from_sentences( + sentences=file_data["sentences"] + ) + + redis_key = f"user:{userID}:upload:{driveFileName}" + upload_data = { + "file_name": driveFileName, + "last_modified": datetime.fromtimestamp(int(lastModified) / 1000).strftime( + "%Y-%m-%d" + )[:20], + "sentences": file_data["sentences"], + "page_numbers": file_data["page_number"], + "is_headers": file_data["is_header"], + "is_tables": file_data["is_table"], + "embeddings": file_embeddings, + } + + redis_manager.set_data(redis_key, upload_data, expiry=3600) + + return JSONResponse( + content={"message": "success", "file_name": driveFileName}, status_code=200 + ) + + except Exception as e: + logging.error(f"Error storing Drive file {driveFileName}: {str(e)}") + return JSONResponse( + content={"message": f"Error storing file: {str(e)}"}, status_code=500 + ) + + +@router.post("/io/store_url") +async def store_url(userID: str = Query(...), url: str = Form(...)): + try: + if not processor.ws.url_validator(url): + return JSONResponse( + content={"message": "Invalid URL. Please enter a valid URL."}, + status_code=400, + ) + + html = processor.ws.request_creator(url) + if not html: + return JSONResponse( + content={"message": "Error fetching the URL. Please try again later."}, + status_code=400, + ) + + file_data = processor.rf.read_url(html_content=html) + + if not file_data["sentences"]: + return JSONResponse( + content={ + "message": f"No content to extract in {url}. If there is please report this to us!" + }, + status_code=400, + ) + + file_embeddings = processor.ef.create_embeddings_from_sentences( + sentences=file_data["sentences"] + ) + + redis_key = f"user:{userID}:upload:{url}" + upload_data = { + "file_name": url, + "last_modified": datetime.now().strftime("%Y-%m-%d"), + "sentences": file_data["sentences"], + "page_numbers": file_data["page_number"], + "is_headers": file_data["is_header"], + "is_tables": file_data["is_table"], + "embeddings": file_embeddings, + } + + redis_manager.set_data(redis_key, upload_data, expiry=3600) + + return JSONResponse( + content={"message": "success", "file_name": url}, status_code=200 + ) + + except Exception as e: + logging.error(f"Error storing URL {url}: {str(e)}") + return JSONResponse( + content={"message": f"Error storing URL: {str(e)}"}, status_code=500 + ) + + +@router.post("/io/upload_files") +async def upload_files(userID: str = Query(...)): + try: + # Get domain info + selected_domain_id = redis_manager.get_data(f"user:{userID}:selected_domain") + + with Database() as db: + domain_info = db.get_domain_info( + user_id=userID, domain_id=selected_domain_id + ) + + if not domain_info: + return JSONResponse( + content={"message": "Invalid domain selected"}, status_code=400 + ) + + # Get all stored files from Redis + stored_files = redis_manager.get_keys_by_pattern(f"user:{userID}:upload:*") + if not stored_files: + return JSONResponse( + content={"message": "No files to process"}, status_code=400 + ) + + file_info_batch = [] + file_content_batch = [] + + # Process stored files + for redis_key in stored_files: + upload_data = redis_manager.get_data(redis_key) + if not upload_data: + continue + + file_id = str(uuid.uuid4()) + + # Prepare batches + file_info_batch.append( + ( + userID, + file_id, + selected_domain_id, + upload_data["file_name"], + upload_data["last_modified"], + ) + ) + + for i in range(len(upload_data["sentences"])): + file_content_batch.append( + ( + file_id, + encryptor.encrypt( + text=upload_data["sentences"][i], auth_data=file_id + ), + upload_data["page_numbers"][i], + upload_data["is_headers"][i], + upload_data["is_tables"][i], + psycopg2.Binary(upload_data["embeddings"][i]), + ) + ) + + # Clean up Redis + redis_manager.delete_data(redis_key) + + # Bulk insert with limit check + result = db.insert_file_batches(file_info_batch, file_content_batch) + if not result["success"]: + return JSONResponse( + content={"message": result["message"]}, status_code=400 + ) + db.conn.commit() + + # Update domain info + file_names, file_ids, success = update_selected_domain( + user_id=userID, domain_id=selected_domain_id + ) + if not success: + return JSONResponse( + content={ + "message": "Files uploaded but, domain could not be updated", + "file_names": None, + "file_ids": None, + }, + status_code=400, + ) + + return JSONResponse( + content={ + "message": "success", + "file_names": file_names, + "file_ids": file_ids, + }, + status_code=200, + ) + + except Exception as e: + logging.error(f"Error processing uploads: {str(e)}") + return JSONResponse( + content={"message": f"Error processing uploads: {str(e)}"}, status_code=500 + ) + + +@router.post("/db/remove_file_upload") +async def remove_file_upload( + request: Request, + userID: str = Query(...), +): + try: + data = await request.json() + file_id = data.get("file_id") + domain_id = data.get("domain_id") + + with Database() as db: + success = db.clear_file_content(file_id=file_id) + if not success: + return JSONResponse( + content={ + "message": "Error deleting files", + }, + status_code=400, + ) + db.conn.commit() + + _, _, success = update_selected_domain(user_id=userID, domain_id=domain_id) + if not success: + return JSONResponse( + content={"message": "error"}, + status_code=200, + ) + + return JSONResponse( + content={ + "message": "success", + }, + status_code=200, + ) + except KeyError: + return JSONResponse( + content={"message": "Please select the domain number first"}, + status_code=200, + ) + except Exception as e: + db.conn.rollback() + logging.error(f"Error during file deletion: {str(e)}") + raise HTTPException( + content={"message": f"Failed deleting, error: {e}"}, status_code=500 + ) + + +@router.post("/io/export_response") +async def export_response(request: Request): + try: + data = await request.json() + text = data.get("contents", []) + + if not text: + raise ValueError("No content selected for export") + + formatted_text = "\n\n------------------\n\n".join(text) + + response = processor.ex.export_pdf(data=formatted_text) + + return StreamingResponse( + io.BytesIO(response.getvalue()), + media_type="application/pdf", + headers={ + "Content-Disposition": "attachment; filename=DoclinkExport.pdf", + "Content-Type": "application/pdf", + "Content-Length": str(len(response.getvalue())), + }, + ) + except ValueError as e: + raise HTTPException(status_code=400, detail=str(e)) + except Exception as e: + raise HTTPException(status_code=500, detail=f"PDF generation failed Error: {e}") + + +@router.post("/auth/logout") +async def logout(request: Request): + try: + data = await request.json() + user_id = data.get("user_id") + session_id = data.get("session_id") + + response = JSONResponse(content={"message": "Logged out successfully"}) + + # Clear FastAPI session cookie + response.delete_cookie( + key="session_id", + path="/", + domain=None, # This will use the current domain + secure=True, + httponly=True, + samesite="lax", + ) + + # Delete user redis session + redis_key = f"user:{user_id}:session:{session_id}" + session_exists = redis_manager.client.exists(redis_key) + if session_exists: + redis_manager.client.delete(redis_key) + + return response + except Exception as e: + logging.error(f"Error during logout: {str(e)}") + raise HTTPException( + content={"message": f"Failed logout, error: {e}"}, status_code=500 + ) + + +@router.post("/webhooks/lemon-squeezy") +async def handle_webhook(request: Request): + try: + # Get the raw request body + body = await request.body() + payload = await request.json() + + # Get the signature from the header + signature = request.headers.get("X-Signature") + + # Signature verification + webhook_secret = os.getenv("LEMON_SQUEEZY_WEBHOOK_SECRET") + expected_signature = hmac.new( + webhook_secret.encode(), body, hashlib.sha256 + ).hexdigest() + + if not hmac.compare_digest(signature, expected_signature): + raise HTTPException(status_code=401, detail="Invalid signature") + + event_name = payload.get("meta", {}).get("event_name") + if not event_name == "order_created": + return JSONResponse( + status_code=400, content={"message": "Wrong event came!"} + ) + + # Upgrade user to the premium limits + data = payload.get("data", {}).get("attributes", {}) + customer_id = data.get("customer_id") + customer_email = data.get("user_email") + receipt_url = data.get("urls").get("receipt") + + with Database() as db: + db.update_user_subscription( + user_email=customer_email, + lemon_squeezy_customer_id=customer_id, + receipt_url=receipt_url, + ) + db.conn.commit() + return JSONResponse(status_code=200, content={"message": "Webhook received"}) + + except Exception as e: + logger.error(f"Webhook error: {str(e)}") + raise HTTPException(status_code=500, detail=str(e)) + + +# local functions +def update_selected_domain(user_id: str, domain_id: str): + try: + redis_manager.set_data(f"user:{user_id}:selected_domain", domain_id) + + with Database() as db: + file_info = db.get_file_info_with_domain(user_id, domain_id) + + if not file_info: + # Clear any existing domain data + redis_manager.delete_data(f"user:{user_id}:domain_content") + redis_manager.delete_data(f"user:{user_id}:index") + redis_manager.delete_data(f"user:{user_id}:index_header") + redis_manager.delete_data(f"user:{user_id}:boost_info") + return [], [], 1 + + content, embeddings = db.get_file_content( + file_ids=[info["file_id"] for info in file_info] + ) + + if not content or not len(embeddings): + # Clear any existing domain data + redis_manager.delete_data(f"user:{user_id}:domain_content") + redis_manager.delete_data(f"user:{user_id}:index") + redis_manager.delete_data(f"user:{user_id}:index_header") + redis_manager.delete_data(f"user:{user_id}:boost_info") + return [], [], 1 + + # Store domain content in Redis + redis_manager.set_data(f"user:{user_id}:domain_content", content) + redis_manager.set_data(f"user:{user_id}:domain_embeddings", embeddings) + + file_names = [info["file_name"] for info in file_info] + file_ids = [info["file_id"] for info in file_info] + + return file_names, file_ids, 1 + + except Exception as e: + logger.error(f"Error in update_selected_domain: {str(e)}") + raise RedisConnectionError(f"Failed to update domain: {str(e)}") + diff --git a/doclink/doclink/app/db/__init__.py b/doclink/doclink/app/db/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/doclink/doclink/app/db/config.py b/doclink/doclink/app/db/config.py new file mode 100644 index 0000000..f7fe2e0 --- /dev/null +++ b/doclink/doclink/app/db/config.py @@ -0,0 +1,18 @@ +from configparser import ConfigParser + + +class GenerateConfig: + def __init__(self) -> None: + pass + + def config(filename="app/db/database.ini", section="postgresql"): + parser = ConfigParser() + parser.read(filename) + db_config = {} + if parser.has_section(section): + params = parser.items(section) + for param in params: + db_config[param[0]] = param[1] + else: + raise Exception(f"Section {section} is not found in {filename} file.") + return db_config diff --git a/doclink/doclink/app/db/database.py b/doclink/doclink/app/db/database.py new file mode 100644 index 0000000..acc0715 --- /dev/null +++ b/doclink/doclink/app/db/database.py @@ -0,0 +1,750 @@ +from psycopg2 import extras +from psycopg2 import DatabaseError +from pathlib import Path +import psycopg2 +import logging +import numpy as np +import uuid +from datetime import datetime + +from .config import GenerateConfig +from ..api.core import Encryptor + +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger(__name__) +encryptor = Encryptor() + + +class Database: + _instance = None + + def __new__(cls): + if cls._instance is None: + cls._instance = super(Database, cls).__new__(cls) + # Ensure db_config is set even if _instance was already created + if not hasattr(cls._instance, 'db_config'): + cls._instance.db_config = GenerateConfig.config() + return cls._instance + + def __enter__(self): + self.conn = psycopg2.connect(**self.db_config) + self.cursor = self.conn.cursor() + return self + + def __exit__(self, exc_type, exc_val, exc_tb): + if self.cursor: + self.cursor.close() + if self.conn: + if exc_type is None: + self.conn.commit() + else: + self.conn.rollback() + self.conn.close() + + def initialize_tables(self): + sql_path = Path(__file__).resolve().parent / "sql" / "table_initialize.sql" + with sql_path.open("r") as file: + query = file.read() + try: + self.cursor.execute(query) + self.conn.commit() + except DatabaseError as e: + self.conn.rollback() + raise e + + def reset_database(self): + sql_path = Path(__file__).resolve().parent / "sql" / "database_reset.sql" + with sql_path.open("r") as file: + query = file.read() + try: + self.cursor.execute(query) + self.conn.commit() + except DatabaseError as e: + self.conn.rollback() + raise e + + def _bytes_to_embeddings(self, byte_array): + return np.frombuffer(byte_array.tobytes(), dtype=np.float16).reshape( + byte_array.shape[0], -1 + ) + + def get_user_info_w_id(self, user_id: str): + query_get_user_info = """ + SELECT DISTINCT user_name, user_surname, user_email, user_type, user_created_at, picture_url + FROM user_info + WHERE user_id = %s + """ + query_get_domain_ids = """ + SELECT DISTINCT domain_id + FROM domain_info + WHERE user_id = %s + """ + query_get_domain_info = """ + SELECT t1.domain_name, t1.domain_id, t2.file_name, t2.file_id + FROM domain_info t1 + LEFT JOIN file_info t2 ON t1.domain_id = t2.domain_id + WHERE t1.domain_id IN %s + """ + query_get_daily_count = """ + SELECT sum(question_count) + FROM session_info s + WHERE s.user_id = %s + AND s.created_at >= CURRENT_TIMESTAMP - INTERVAL '24 hours' AND s.created_at <= CURRENT_TIMESTAMP; + """ + + try: + self.cursor.execute(query_get_user_info, (user_id,)) + user_info_data = self.cursor.fetchone() + + self.cursor.execute(query_get_daily_count, (user_id,)) + user_daily_count = self.cursor.fetchone() + + if not user_info_data: + return None, None + + user_info = { + "user_name": user_info_data[0], + "user_surname": user_info_data[1], + "user_email": user_info_data[2], + "user_type": user_info_data[3], + "user_created_at": str(user_info_data[4]), + "user_daily_count": user_daily_count[0] if user_daily_count[0] else 0, + "user_picture_url": user_info_data[5], + } + + self.cursor.execute(query_get_domain_ids, (user_id,)) + domain_id_data = self.cursor.fetchall() + + if not domain_id_data: + return user_info, None + + domain_ids = [data[0] for data in domain_id_data] + self.cursor.execute(query_get_domain_info, (tuple(domain_ids),)) + domain_info_data = self.cursor.fetchall() + domain_info = {} + for data in domain_info_data: + if data[1] not in domain_info.keys(): + domain_info[data[1]] = { + "domain_name": data[0], + "file_names": [data[2]] if data[2] else [], + "file_ids": [data[3]] if data[3] else [], + } + else: + domain_info[data[1]]["file_names"].append(data[2]) + domain_info[data[1]]["file_ids"].append(data[3]) + + return user_info, domain_info + + except DatabaseError as e: + self.conn.rollback() + raise e + + def get_file_info_with_domain(self, user_id: str, domain_id: str): + query_get_file_info = """ + SELECT DISTINCT file_id, file_name, file_modified_date, file_upload_date + FROM file_info + WHERE user_id = %s AND domain_id = %s + """ + try: + self.cursor.execute( + query_get_file_info, + ( + user_id, + domain_id, + ), + ) + data = self.cursor.fetchall() + return ( + [ + { + "file_id": row[0], + "file_name": row[1], + "file_modified_date": row[2], + "file_upload_date": row[3], + } + for row in data + ] + if data + else None + ) + except DatabaseError as e: + self.conn.rollback() + raise e + + def get_domain_info(self, user_id: str, domain_id: int): + query = """ + SELECT DISTINCT domain_name + FROM domain_info + WHERE user_id = %s AND domain_id = %s + """ + try: + self.cursor.execute( + query, + ( + user_id, + domain_id, + ), + ) + data = self.cursor.fetchone() + return {"domain_name": data[0]} if data else None + except DatabaseError as e: + self.conn.rollback() + raise e + + def get_file_content(self, file_ids: list): + query_get_content = """ + SELECT t1.sentence AS sentence, t1.is_header AS is_header, t1.is_table AS is_table, t1.page_number AS page_number, t1.file_id AS file_id, t2.file_name AS file_name + FROM file_content t1 + LEFT JOIN file_info t2 ON t1.file_id = t2.file_id + WHERE t1.file_id IN %s + """ + query_get_embeddings = """ + SELECT array_agg(embedding) AS embeddings + FROM file_content + WHERE file_id IN %s + """ + try: + self.cursor.execute(query_get_content, (tuple(file_ids),)) + content = self.cursor.fetchall() + self.cursor.execute(query_get_embeddings, (tuple(file_ids),)) + byte_embeddings = self.cursor.fetchone() + if content and byte_embeddings and byte_embeddings[0]: + embeddings = self._bytes_to_embeddings(np.array(byte_embeddings[0])) + return content, embeddings + else: + return None, None + except DatabaseError as e: + self.conn.rollback() + print(f"Database error occurred: {e}") + return None, None + except Exception as e: + print(f"An unexpected error occurred: {e}") + return None, None + + def get_session_info(self, session_id: str): + query_get_session = """ + SELECT user_id, created_at + FROM session_info + WHERE session_id = %s + """ + self.cursor.execute(query_get_session, (session_id,)) + data = self.cursor.fetchone() + return {"user_id": data[0], "created_at": data[1]} if data else None + + def rename_domain(self, domain_id: str, new_name: str): + query = """ + UPDATE domain_info + SET domain_name = %s + WHERE domain_id = %s + """ + try: + self.cursor.execute(query, (new_name, domain_id)) + rows_affected = self.cursor.rowcount + return rows_affected > 0 + except DatabaseError as e: + self.conn.rollback() + raise e + + def insert_user_info(self, user_id: str, google_id: str, user_name: str, user_surname: str, user_email: str, user_type: str, picture_url: str): + query = """ + INSERT INTO user_info (user_id, google_id, user_name, user_surname, user_email, user_type, picture_url) + VALUES (%s, %s, %s, %s, %s, %s, %s) + """ + self.cursor.execute(query, (user_id, google_id, user_name, user_surname, user_email, user_type, picture_url)) + + + def insert_user_guide(self, user_id: str, domain_id: str): + """ + Insert default user guide content into user's default domain + using the file_id already present in default_content + """ + current_date = datetime.now().date() + file_id = str(uuid.uuid4()) + + try: + # Insert file info with the new file_id + query_insert_file_info = """ + INSERT INTO file_info + (user_id, domain_id, file_id, file_name, file_modified_date, file_upload_date) + VALUES + (%s, %s, %s, %s, %s, %s) + """ + + self.cursor.execute( + query_insert_file_info, + ( + user_id, + domain_id, + file_id, + "User Guide.pdf", + current_date, + current_date, + ), + ) + + query_get_guide_content = """ + SELECT sentence, is_header, is_table, page_number, embedding + FROM default_content + """ + self.cursor.execute(query_get_guide_content) + default_content = self.cursor.fetchall() + + for row in default_content: + sentence, is_header, is_table, page_number, embedding = row + encrypted_sentence = encryptor.encrypt(sentence, file_id) + + self.cursor.execute( + "INSERT INTO file_content (file_id, sentence, is_header, is_table, page_number, embedding) VALUES (%s, %s, %s, %s, %s, %s)", + ( + file_id, + encrypted_sentence, + is_header, + is_table, + page_number, + embedding, + ), + ) + + return True + + except DatabaseError as e: + self.conn.rollback() + logger.error(f"Error inserting user guide: {str(e)}") + raise e + except Exception as e: + self.conn.rollback() + logger.error(f"Unexpected error inserting user guide: {str(e)}") + raise e + + def delete_domain(self, domain_id: str): + get_domain_type_query = """ + SELECT domain_type + FROM domain_info + WHERE domain_id = %s + """ + get_files_query = """ + SELECT file_id + FROM file_info + WHERE domain_id = %s + """ + + delete_content_query = """ + DELETE FROM file_content + WHERE file_id IN %s + """ + + delete_files_query = """ + DELETE FROM file_info + WHERE domain_id = %s + """ + + delete_domain_query = """ + DELETE FROM domain_info + WHERE domain_id = %s + """ + + try: + self.cursor.execute(get_domain_type_query, (domain_id,)) + domain_type = self.cursor.fetchone() + if not domain_type[0]: + return -1 + + self.cursor.execute(get_files_query, (domain_id,)) + file_data = self.cursor.fetchall() + file_ids = [data[0] for data in file_data] + + # content -> files -> domain + if file_ids: + self.cursor.execute(delete_content_query, (tuple(file_ids),)) + self.cursor.execute(delete_files_query, (domain_id,)) + self.cursor.execute(delete_domain_query, (domain_id,)) + + rows_affected = self.cursor.rowcount + + return 1 if rows_affected else 0 + + except DatabaseError as e: + # Rollback in case of error + self.cursor.execute("ROLLBACK") + logger.error(f"Error deleting domain {domain_id}: {str(e)}") + raise e + + def insert_user_feedback( + self, + feedback_id: str, + user_id: str, + feedback_type: str, + description: str, + screenshot: str = None, + ): + query = """ + INSERT INTO user_feedback (feedback_id, user_id, feedback_type, description, screenshot) + VALUES (%s, %s, %s, %s, %s) + """ + try: + self.cursor.execute( + query, + ( + feedback_id, + user_id, + feedback_type, + description, + screenshot, + ), + ) + except DatabaseError as e: + self.conn.rollback() + raise e + + def insert_domain_info( + self, user_id: str, domain_id: str, domain_name: str, domain_type: int + ): + query_insert_domain_info = """ + INSERT INTO domain_info (user_id, domain_id, domain_name, domain_type) + VALUES (%s, %s, %s, %s) + """ + try: + self.cursor.execute( + query_insert_domain_info, + ( + user_id, + domain_id, + domain_name, + domain_type, + ), + ) + except DatabaseError as e: + self.conn.rollback() + raise e + + def create_domain( + self, user_id: str, domain_name: str, domain_id: str, domain_type: int + ): + query_count_domains = """ + SELECT COUNT(*), user_type + FROM domain_info d + JOIN user_info u ON d.user_id = u.user_id + WHERE u.user_id = %s + GROUP BY user_type + """ + + try: + self.cursor.execute(query_count_domains, (user_id,)) + result = self.cursor.fetchall() + + domain_count, user_type = result[0][0], result[0][1] + + if user_type == "free" and domain_count >= 10: + return { + "success": False, + "message": "Free users can only create up to 10 domains. Upgrade account to create more domains!", + } + + elif user_type == "premium" and domain_count >= 10: + return { + "success": False, + "message": "Premium users can only create up to 20 domains. Upgrade account to create more domains!", + } + + query_insert = """ + INSERT INTO domain_info (user_id, domain_id, domain_name, domain_type) + VALUES (%s, %s, %s, %s) + RETURNING domain_id + """ + + self.cursor.execute( + query_insert, (user_id, domain_id, domain_name, domain_type) + ) + created_domain_id = self.cursor.fetchone()[0] + + return { + "success": True, + "domain_id": created_domain_id, + "message": "success", + } + + except DatabaseError as e: + self.conn.rollback() + raise e + + def get_user_total_file_count(self, user_id: str): + user_type_query = """ + SELECT user_type + FROM user_info + WHERE user_id = %s + """ + + file_count_query = """ + SELECT COUNT(file_id) + FROM file_info + WHERE user_id = %s + """ + + try: + # Get user type first + self.cursor.execute(user_type_query, (user_id,)) + user_type_result = self.cursor.fetchone() + + if not user_type_result: + logger.error(f"User {user_id} not found in database") + return False + + user_type = user_type_result[0] + + # Get file count + self.cursor.execute(file_count_query, (user_id,)) + file_count_result = self.cursor.fetchone() + file_count = file_count_result[0] if file_count_result else 0 + + return file_count, user_type + except Exception as e: + self.conn.rollback() + logger.error(f"Error in user total file processing: {str(e)}") + return False + + def insert_file_batches( + self, file_info_batch: list, file_content_batch: list + ) -> bool: + """Process both file info and content in a single transaction.""" + try: + user_id = file_info_batch[0][0] + file_count, user_type = self.get_user_total_file_count(user_id) + + if user_type == "free" and file_count + len(file_info_batch) > 100: + return { + "success": False, + "message": f"Free users can only have 100 total files. You currently have {file_count} files across all folders. Upgrade to add more!", + } + elif user_type == "premium" and file_count + len(file_info_batch) > 100: + return { + "success": False, + "message": f"Premium users can only have 100 total files. You currently have {file_count} files across all folders", + } + + self._insert_file_info_batch(file_info_batch) + self._insert_file_content_batch(file_content_batch) + + return {"success": True, "message": "Files uploaded successfully"} + except Exception as e: + self.conn.rollback() + logger.error(f"Error in batch processing: {str(e)}") + return False + + def _insert_file_info_batch(self, file_info_batch: list): + """Internal method for file info insertion.""" + query = """ + INSERT INTO file_info (user_id, file_id, domain_id, file_name, file_modified_date) + VALUES %s + """ + try: + extras.execute_values(self.cursor, query, file_info_batch) + logger.info( + f"Successfully inserted {len(file_info_batch)} file info records" + ) + + except Exception as e: + logger.error(f"Error while inserting file info: {str(e)}") + raise + + def _insert_file_content_batch(self, file_content_batch: list): + """Internal method for file content insertion.""" + query = """ + INSERT INTO file_content (file_id, sentence, page_number, is_header, is_table, embedding) + VALUES %s + """ + try: + extras.execute_values(self.cursor, query, file_content_batch) + logger.info( + f"Successfully inserted {len(file_content_batch)} content rows " + ) + + except Exception as e: + logger.error(f"Error while inserting file content: {str(e)}") + raise + + def upsert_session_info(self, user_id: str, session_id: str): + # First check if the session exists + check_session_query = """ + SELECT id FROM session_info + WHERE user_id = %s AND session_id = %s + """ + + # Query to get daily question count and user type + query_get_daily_count = """ + SELECT sum(question_count), u.user_type + FROM session_info s + JOIN user_info u ON s.user_id = u.user_id + WHERE s.user_id = %s + AND s.created_at >= CURRENT_TIMESTAMP - INTERVAL '24 hours' AND s.created_at <= CURRENT_TIMESTAMP + GROUP BY u.user_type; + """ + + # Query to insert new session + insert_session_query = """ + INSERT INTO session_info + (user_id, session_id, question_count, total_enterance, last_enterance) + VALUES (%s, %s, 0, 1, CURRENT_TIMESTAMP) + RETURNING id + """ + + # Query to update existing session + update_question_query = """ + UPDATE session_info + SET question_count = question_count + 1, + last_enterance = CURRENT_TIMESTAMP + WHERE user_id = %s AND session_id = %s + RETURNING question_count + """ + + try: + # Check if session exists + self.cursor.execute(check_session_query, (user_id, session_id)) + session_exists = self.cursor.fetchone() + + # If session doesn't exist, create it + if not session_exists: + self.cursor.execute(insert_session_query, (user_id, session_id)) + self.conn.commit() + + # Get daily count and user type + self.cursor.execute(query_get_daily_count, (user_id,)) + result = self.cursor.fetchall() + daily_count, user_type = result[0][0], result[0][1] + + # Check free user limits + if user_type == "free" and daily_count >= 25: + return { + "success": False, + "message": "Daily question limit reached for free user. Please try again tomorrow or upgrade your plan!", + "question_count": daily_count, + } + + # Increment question count + self.cursor.execute(update_question_query, (user_id, session_id)) + question_count = self.cursor.fetchone()[0] + self.conn.commit() + + return { + "success": True, + "message": "success", + "question_count": question_count, + "daily_count": daily_count, + } + except Exception as e: + self.conn.rollback() + print(f"Error updating session info: {str(e)}") + raise e + + def insert_user_rating( + self, rating_id: str, user_id: str, rating: int, user_note: str + ): + query = """ + INSERT INTO user_rating (rating_id, user_id, rating, user_note) + VALUES (%s, %s, %s, %s) + """ + try: + self.cursor.execute(query, (rating_id, user_id, rating, user_note)) + except Exception as e: + self.conn.rollback() + raise e + + def clear_file_info(self, user_id: str, file_ids: list): + query = """ + DELETE FROM file_info + WHERE user_id = %s AND file_id IN %s + """ + try: + self.cursor.execute( + query, + ( + user_id, + tuple( + file_ids, + ), + ), + ) + return 1 + except DatabaseError as e: + self.conn.rollback() + raise e + + def clear_file_content(self, file_id: list): + clear_content_query = """ + DELETE FROM file_content + WHERE file_id = %s + """ + clear_file_info_query = """ + DELETE FROM file_info + WHERE file_id = %s + """ + try: + self.cursor.execute( + clear_content_query, + (file_id,), + ) + + self.cursor.execute( + clear_file_info_query, + (file_id,), + ) + + rows_affected = self.cursor.rowcount + + return 1 if rows_affected else 0 + + except DatabaseError as e: + self.conn.rollback() + raise e + + def update_user_subscription( + self, + user_email: str, + lemon_squeezy_customer_id: str, + receipt_url: str, + ): + try: + query_get_user = """ + SELECT user_id FROM user_info + WHERE user_email = %s + LIMIT 1 + """ + self.cursor.execute(query_get_user, (user_email,)) + result = self.cursor.fetchone() + + if result: + # Insert user into the premium table + user_id = result[0] + query_insert_premium_user = """ + INSERT INTO premium_user_info (lemon_squeezy_customer_id, user_id, receipt_url) + VALUES (%s, %s, %s) + """ + self.cursor.execute( + query_insert_premium_user, + (lemon_squeezy_customer_id, user_id, receipt_url), + ) + + # Update user info within the user_info table + query_update_user_info = """ + UPDATE user_info + SET user_type = %s + WHERE user_id = %s + RETURNING user_id + """ + self.cursor.execute(query_update_user_info, ("premium", user_id)) + return + else: + # This is for handling webhooks before we've updated the user record + logger.warning( + f"Received webhook for unknown customer: {lemon_squeezy_customer_id}" + ) + return False + except Exception as e: + logger.error(f"Error updating subscription: {str(e)}") + self.conn.rollback() # Added rollback to prevent transaction errors + return False + + +if __name__ == "__main__": + with Database() as db: + db.reset_database() + db.initialize_tables() diff --git a/doclink/doclink/app/db/sql/database_reset.sql b/doclink/doclink/app/db/sql/database_reset.sql new file mode 100644 index 0000000..ec93428 --- /dev/null +++ b/doclink/doclink/app/db/sql/database_reset.sql @@ -0,0 +1,38 @@ +-- drop_all_tables.sql + +-- Disable foreign key checks to avoid dependency issues +-- SET session_replication_role = 'replica'; + +-- Drop all tables in the public schema +DO $$ +DECLARE + r RECORD; +BEGIN + FOR r IN (SELECT tablename FROM pg_tables WHERE schemaname = 'public') LOOP + EXECUTE 'DROP TABLE IF EXISTS ' || quote_ident(r.tablename) || ' CASCADE'; + END LOOP; +END $$; + +-- Re-enable foreign key checks +-- SET session_replication_role = 'origin'; + +-- Optionally, you can also drop sequences if you have any +DO $$ +DECLARE + r RECORD; +BEGIN + FOR r IN (SELECT sequencename FROM pg_sequences WHERE schemaname = 'public') LOOP + EXECUTE 'DROP SEQUENCE IF EXISTS ' || quote_ident(r.sequencename) || ' CASCADE'; + END LOOP; +END $$; + +-- If you want to reset the primary key sequences for all tables, you can add this: +-- (Note: Only necessary if you've inserted data and want to reset auto-incrementing ids) +DO $$ +DECLARE + r RECORD; +BEGIN + FOR r IN (SELECT tablename FROM pg_tables WHERE schemaname = 'public') LOOP + EXECUTE 'ALTER TABLE ' || quote_ident(r.tablename) || ' ALTER COLUMN id RESTART WITH 1;'; + END LOOP; +END $$; diff --git a/doclink/doclink/app/db/sql/table_initialize.sql b/doclink/doclink/app/db/sql/table_initialize.sql new file mode 100644 index 0000000..2ff6a31 --- /dev/null +++ b/doclink/doclink/app/db/sql/table_initialize.sql @@ -0,0 +1,88 @@ +CREATE TABLE IF NOT EXISTS user_info ( + user_id UUID PRIMARY KEY, + google_id VARCHAR(255) NOT NULL, + user_name VARCHAR(50) NOT NULL, + user_surname VARCHAR(50) NOT NULL, + user_email VARCHAR(100) UNIQUE NOT NULL, + user_type VARCHAR(20) DEFAULT 'free', + picture_url VARCHAR(255), + user_created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP +); + +CREATE TABLE IF NOT EXISTS premium_user_info ( + lemon_squeezy_customer_id VARCHAR(255) NOT NULL, + user_id UUID PRIMARY KEY, + receipt_url VARCHAR, + payment_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (user_id) REFERENCES user_info(user_id) +); + +CREATE TABLE IF NOT EXISTS user_feedback ( + feedback_id UUID PRIMARY KEY, + user_id UUID NOT NULL, + feedback_type VARCHAR(20) NOT NULL, + description TEXT NOT NULL, + screenshot TEXT, + created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (user_id) REFERENCES user_info(user_id) +); + +CREATE TABLE IF NOT EXISTS domain_info ( + user_id UUID NOT NULL, + domain_id UUID PRIMARY KEY, + domain_name VARCHAR(30) NOT NULL, + domain_type INTEGER, + FOREIGN KEY (user_id) REFERENCES user_info(user_id) +); + +CREATE TABLE IF NOT EXISTS file_info ( + user_id UUID NOT NULL, + domain_id UUID NOT NULL, + file_id UUID PRIMARY KEY, + file_name VARCHAR(255) NOT NULL, + file_modified_date DATE, + file_upload_date DATE DEFAULT CURRENT_DATE, + FOREIGN KEY (user_id) REFERENCES user_info(user_id), + FOREIGN KEY (domain_id) REFERENCES domain_info(domain_id) +); + +CREATE TABLE IF NOT EXISTS file_content ( + content_id SERIAL PRIMARY KEY, + file_id UUID NOT NULL, + sentence TEXT NOT NULL, + is_header BOOLEAN DEFAULT FALSE, + is_table BOOLEAN DEFAULT FALSE, + page_number INTEGER, + embedding BYTEA, + FOREIGN KEY (file_id) REFERENCES file_info(file_id) +); + +CREATE TABLE IF NOT EXISTS session_info ( + id SERIAL PRIMARY KEY, + user_id UUID NOT NULL, + session_id UUID NOT NULL, + question_count INTEGER DEFAULT 0, + created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP, + total_enterance INTEGER DEFAULT 0, + last_enterance TIMESTAMP, + FOREIGN KEY (user_id) REFERENCES user_info(user_id) +); + +CREATE TABLE IF NOT EXISTS default_content ( + content_id SERIAL PRIMARY KEY, + file_id UUID NOT NULL, + sentence TEXT NOT NULL, + is_header BOOLEAN DEFAULT FALSE, + is_table BOOLEAN DEFAULT FALSE, + page_number INTEGER, + embedding BYTEA +); + +CREATE TABLE IF NOT EXISTS user_rating ( + rating_id UUID PRIMARY KEY, + user_id UUID NOT NULL, + rating INTEGER NOT NULL, + user_note TEXT, + created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (user_id) REFERENCES user_info(user_id) +); \ No newline at end of file diff --git a/doclink/doclink/app/functions/__init__.py b/doclink/doclink/app/functions/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/doclink/doclink/app/functions/chatbot_functions.py b/doclink/doclink/app/functions/chatbot_functions.py new file mode 100644 index 0000000..25cd86e --- /dev/null +++ b/doclink/doclink/app/functions/chatbot_functions.py @@ -0,0 +1,83 @@ +from openai import OpenAI +from dotenv import load_dotenv +from langdetect import detect +import textwrap +import yaml +import re +from typing import Dict, Any, Match + + +class ChatbotFunctions: + def __init__(self): + load_dotenv() + self.client = OpenAI() + + with open("app/utils/prompts.yaml", "r", encoding="utf-8") as file: + self.prompt_data = yaml.safe_load(file) + + def _prompt_query_generation(self, query, file_lang): + return textwrap.dedent( + self.get_prompt(category="queries", query=query, file_lang=file_lang) + ) + + def _prompt_answer_generation(self, query, context, lang, intention): + return textwrap.dedent( + self.get_prompt(category=intention, query=query, context=context, lang=lang) + ) + + def response_generation(self, query, context, intention): + lang = self.detect_language(query=query) + prompt = self._prompt_answer_generation( + query=query, context=context, lang=lang, intention=intention + ) + response = self.client.chat.completions.create( + model="gpt-4o-mini", + messages=[ + {"role": "system", "content": prompt}, + {"role": "user", "content": query}, + ], + temperature=0, + ) + answer = response.choices[0].message.content.strip() + return answer + + def query_generation(self, query, file_lang): + lang = self.detect_language(query=query) + prompt = self._prompt_query_generation(query, file_lang=file_lang) + response = self.client.chat.completions.create( + model="gpt-4o-mini", + messages=[ + {"role": "system", "content": prompt}, + {"role": "user", "content": query}, + ], + temperature=0, + ) + new_queries = response.choices[0].message.content.strip() + return new_queries, lang + + def detect_language(self, query): + if query.isalpha(): + lang = detect(text=query) + return "tr" if lang == "tr" else "en" + return None + + def replace_variables(self, match: Match, kwargs: Dict[str, Any]): + variables = match.group(1) or match.group(2) + value = kwargs.get(variables) + return str(value) + + def get_prompt(self, category, **kwargs): + variable_pattern = r"\${?(\w+)}?|\{(\w+)\}" + try: + prompt = self.prompt_data["prompts"]["languages"]["en"][category.strip()][ + 0 + ]["text"] + + def replace_wrapper(match): + return self.replace_variables(match, kwargs) + + full_prompt = re.sub(variable_pattern, replace_wrapper, prompt) + return full_prompt + except KeyError: + print(f"No template found for {category}") + return None diff --git a/doclink/doclink/app/functions/embedding_functions.py b/doclink/doclink/app/functions/embedding_functions.py new file mode 100644 index 0000000..46d428f --- /dev/null +++ b/doclink/doclink/app/functions/embedding_functions.py @@ -0,0 +1,36 @@ +import numpy as np +from openai import OpenAI +from dotenv import load_dotenv +from typing import List + + +class EmbeddingFunctions: + def __init__(self): + load_dotenv() + self.client = OpenAI() + + def create_embeddings_from_sentences( + self, sentences: List[str], chunk_size: int = 2000 + ) -> List[np.ndarray]: + file_embeddings = [] + for chunk_index in range(0, len(sentences), chunk_size): + chunk_embeddings = self.client.embeddings.create( + model="text-embedding-3-small", + input=sentences[chunk_index : chunk_index + chunk_size], + ) + chunk_array = np.array( + [x.embedding for x in chunk_embeddings.data], dtype=np.float16 + ) + file_embeddings.append( + chunk_array / np.linalg.norm(chunk_array, axis=1)[:, np.newaxis] + ) + + return np.vstack(file_embeddings) + + def create_embedding_from_sentence(self, sentence: list) -> np.ndarray: + query_embedding = self.client.embeddings.create( + model="text-embedding-3-small", input=sentence + ) + return np.array(query_embedding.data[0].embedding, dtype=np.float16).reshape( + 1, -1 + ) diff --git a/doclink/doclink/app/functions/export_functions.py b/doclink/doclink/app/functions/export_functions.py new file mode 100644 index 0000000..f484562 --- /dev/null +++ b/doclink/doclink/app/functions/export_functions.py @@ -0,0 +1,126 @@ +from reportlab.lib import colors +from reportlab.lib.pagesizes import A4 +from reportlab.lib.styles import ParagraphStyle, getSampleStyleSheet +from reportlab.platypus import SimpleDocTemplate, Paragraph, Spacer +from reportlab.pdfbase import pdfmetrics +from reportlab.pdfbase.ttfonts import TTFont +from io import BytesIO +import re + + +class Exporter: + def __init__(self): + self.styles = getSampleStyleSheet() + self.setup_styles() + + def _register_fonts(self): + pdfmetrics.registerFont(TTFont("Helvetica", "Helvetica")) + pdfmetrics.registerFont(TTFont("Helvetica-Bold", "Helvetica-Bold")) + + def setup_styles(self): + self.styles.add( + ParagraphStyle( + name="Header", + fontSize=14, + textColor=colors.HexColor("#10B981"), + spaceAfter=12, + fontName="Helvetica-Bold", + encoding="utf-8", + ) + ) + + self.styles.add( + ParagraphStyle( + name="Content", + fontSize=11, + textColor=colors.black, + spaceAfter=8, + fontName="Helvetica", + encoding="utf-8", + ) + ) + + self.styles.add( + ParagraphStyle( + name="Bullet-Point", + fontSize=11, + leftIndent=20, + bulletIndent=10, + spaceAfter=5, + fontName="Helvetica", + encoding="utf-8", + ) + ) + + def clean_text(self, text: str) -> str: + if not isinstance(text, str): + text = text.decode("utf-8") + + text = text.replace("ฤฑ", "i").replace("ฤฐ", "I") + text = text.replace("ฤŸ", "g").replace("ฤž", "G") + text = text.replace("รผ", "u").replace("รœ", "U") + text = text.replace("ลŸ", "s").replace("ลž", "S") + text = text.replace("รถ", "o").replace("ร–", "O") + text = text.replace("รง", "c").replace("ร‡", "C") + + text = re.sub( + r"\[header\](.*?)\[/header\]", r'\1', text + ) + text = re.sub(r"\[bold\](.*?)\[/bold\]", r"\1", text) + return text + + def create_watermark(self, canvas, doc): + canvas.saveState() + canvas.setFillColor(colors.HexColor("#10B981")) + canvas.setFont("Helvetica", 8) + canvas.drawString(30, 20, "Generated by docklink.io") + canvas.restoreState() + + def export_pdf(self, data: str) -> BytesIO: + buffer = BytesIO() + content = [] + cleaned_text = self.clean_text(data) + + doc = SimpleDocTemplate( + buffer, + pagesize=A4, + rightMargin=30, + leftMargin=30, + topMargin=30, + bottomMargin=30, + ) + + lines = cleaned_text.split("\n") + + for line in lines: + if line.strip(): + if ( + line.startswith("

") + or line.startswith('') + or "header" in line + ): + # Header section + text = line.replace("

", "").replace("

", "") + content.append(Paragraph(text, self.styles["Header"])) + elif line.startswith("-"): + # Bullet point + text = line.strip() + content.append(Paragraph(f"- {text}", self.styles["Bullet-Point"])) + else: + # Normal text + content.append(Paragraph(line, self.styles["Content"])) + + content.append(Spacer(1, 2)) + + try: + doc.build( + content, + onFirstPage=self.create_watermark, + onLaterPages=self.create_watermark, + ) + buffer.seek(0) + return buffer + except Exception as e: + raise ValueError( + f"Error: {e} Content too large or complex to export to PDF" + ) diff --git a/doclink/doclink/app/functions/indexing_functions.py b/doclink/doclink/app/functions/indexing_functions.py new file mode 100644 index 0000000..5e2fc0c --- /dev/null +++ b/doclink/doclink/app/functions/indexing_functions.py @@ -0,0 +1,12 @@ +import faiss + + +class IndexingFunctions: + def __init__(self): + pass + + def create_flat_index(self, embeddings): + dimension = len(embeddings[0]) + index = faiss.IndexFlatIP(dimension) + index.add(embeddings) + return index diff --git a/doclink/doclink/app/functions/reading_functions.py b/doclink/doclink/app/functions/reading_functions.py new file mode 100644 index 0000000..1f8a463 --- /dev/null +++ b/doclink/doclink/app/functions/reading_functions.py @@ -0,0 +1,536 @@ +import fitz +import tempfile +import io +import re +import spacy +import pymupdf4llm +import xml.etree.ElementTree as ET +import zipfile +from pathlib import Path +from langchain_text_splitters import MarkdownHeaderTextSplitter +from docling.datamodel.base_models import InputFormat +from docling.pipeline.simple_pipeline import SimplePipeline +from docling.document_converter import ( + DocumentConverter, + WordFormatOption, + PowerpointFormatOption, + HTMLFormatOption, +) + + +class ReadingFunctions: + def __init__(self): + self.nlp = spacy.load( + "en_core_web_sm", + disable=[ + "tagger", + "attribute_ruler", + "lemmatizer", + "ner", + "textcat", + "custom", + ], + ) + self.max_file_size_mb = 50 + self.headers_to_split_on = [ + ("#", "Header 1"), + ("##", "Header 2"), + ("###", "Header 3"), + ("####", "Header 4"), + ] + self.markdown_splitter = MarkdownHeaderTextSplitter( + self.headers_to_split_on, strip_headers=False, return_each_line=True + ) + self.converter = DocumentConverter( + allowed_formats=[ + InputFormat.DOCX, + InputFormat.PPTX, + InputFormat.XLSX, + InputFormat.PDF, + InputFormat.HTML, + ], + format_options={ + InputFormat.DOCX: WordFormatOption(pipeline_cls=SimplePipeline), + InputFormat.PPTX: PowerpointFormatOption(pipeline_cls=SimplePipeline), + InputFormat.HTML: HTMLFormatOption(pipeline_cls=SimplePipeline), + }, + ) + + def read_file(self, file_bytes: bytes, file_name: str): + """Read and process file content from bytes""" + file_size_mb = self._get_file_size(file_bytes=file_bytes) + file_type = file_name.split(".")[-1].lower() + + if file_size_mb > self.max_file_size_mb: + raise ValueError(f"File size exceeds {self.max_file_size_mb}MB limit") + + try: + if file_type == "pdf": + return self._process_pdf(file_bytes=file_bytes) + elif file_type == "docx": + return self._process_docx(file_bytes=file_bytes) + elif file_type == "pptx": + return self._process_pptx(file_bytes=file_bytes) + elif file_type == "xlsx": + return self._process_xlsx(file_bytes=file_bytes) + elif file_type == "udf": + return self._process_udf(file_bytes=file_bytes) + elif file_type in ["txt", "rtf"]: + return self._process_txt(file_bytes=file_bytes) + else: + raise ValueError(f"Unsupported file type: {file_type}") + + except Exception as e: + raise ValueError(f"Error processing {file_name}: {str(e)}") + + def read_url(self, html_content: tuple): + html_data = { + "sentences": [], + "page_number": [], + "is_header": [], + "is_table": [], + } + + try: + with tempfile.NamedTemporaryFile(delete=True, suffix=".html") as temp_file: + temp_file.write(html_content.encode("utf-8")) + temp_file.flush() + html_path = Path(temp_file.name) + md_text = self.converter.convert( + html_path + ).document.export_to_markdown() + splits = self.markdown_splitter.split_text(md_text) + + for split in splits: + if ( + not len(split.page_content) > 5 + or re.match(r"^[^\w]*$", split.page_content) + or split.page_content[:4] == " +

+ + + + +
+
+
+ + + + + + + `; + + this.element.innerHTML += ` + + `; + + document.body.appendChild(this.element); + } + + setupEventListeners() { + // Search functionality + const searchInput = this.element.querySelector('#domainSearchInput'); + searchInput?.addEventListener('input', (e) => { + this.events.emit('domainSearch', e.target.value); + }); + + // New domain button + const newDomainBtn = this.element.querySelector('#newDomainBtn'); + newDomainBtn?.addEventListener('click', () => { + this.handleNewDomain(); + }); + + // Domain deletion + this.domainManager.events.on('domainFileCountUpdated', ({ domainId, newCount }) => { + const domainCard = this.element.querySelector(`[data-domain-id="${domainId}"]`); + if (domainCard) { + const fileCountElement = domainCard.querySelector('.file-count'); + if (fileCountElement) { + fileCountElement.textContent = `${newCount} files`; + } + } + }); + + // Select button + const selectButton = this.element.querySelector('.select-button'); + selectButton?.addEventListener('click', () => { + if (this.temporarySelectedId) { + this.events.emit('domainSelected', this.temporarySelectedId); + this.hide(); + } + }); + + // Close button + const closeButton = this.element.querySelector('.close-button'); + closeButton?.addEventListener('click', () => { + this.resetTemporarySelection(); + this.hide(); + }); + + // Handle modal hidden event + this.element.addEventListener('hidden.bs.modal', () => { + this.resetTemporarySelection(); + }); + } + + createDomainCard(domain) { + return ` +
+
+
+ + +
+
+
${domain.name}
+ ${domain.fileCount} files +
+
+
+ + +
+
+ `; + } + + setupDomainCardListeners() { + this.element.querySelectorAll('.domain-card').forEach(card => { + if (card.classList.contains('new-domain-input-card')) return; + + const domainId = card.dataset.domainId; + const checkbox = card.querySelector('.domain-checkbox'); + + // Handle entire card click for selection + card.addEventListener('click', (e) => { + if (!e.target.closest('.domain-actions') && !e.target.closest('.checkbox-wrapper')) { + checkbox.checked = !checkbox.checked; + this.handleDomainSelection(checkbox, domainId); + } + }); + + // Handle checkbox click + checkbox?.addEventListener('change', (e) => { + e.stopPropagation(); + this.handleDomainSelection(checkbox, domainId); + }); + + // Delete button + card.querySelector('.delete-button')?.addEventListener('click', (e) => { + e.stopPropagation(); + this.domainToDelete = domainId; + this.showDomainDeleteModal(); + }); + + // Edit button + card.querySelector('.edit-button')?.addEventListener('click', (e) => { + e.stopPropagation(); + this.enableDomainEditing(card); + }); + }); + } + + handleDomainSelection(checkbox, domainId) { + // Uncheck all other checkboxes + this.element.querySelectorAll('.domain-checkbox').forEach(cb => { + if (cb !== checkbox) { + cb.checked = false; + } + }); + + // Update temporary selection + this.temporarySelectedId = checkbox.checked ? domainId : null; + } + + resetTemporarySelection() { + this.temporarySelectedId = null; + this.element.querySelectorAll('.domain-checkbox').forEach(cb => { + cb.checked = false; + }); + } + + handleNewDomain() { + const template = document.getElementById('newDomainInputTemplate'); + const domainsContainer = this.element.querySelector('#domainsContainer'); + + if (template && domainsContainer) { + const clone = template.content.cloneNode(true); + domainsContainer.appendChild(clone); + + const inputCard = domainsContainer.querySelector('.new-domain-input-card'); + const input = inputCard.querySelector('.new-domain-input'); + + this.setupNewDomainHandlers(inputCard, input); + input.focus(); + } + } + + setupNewDomainHandlers(inputCard, input) { + const confirmBtn = inputCard.querySelector('.confirm-button'); + const cancelBtn = inputCard.querySelector('.cancel-button'); + + const handleConfirm = async () => { + const name = input.value.trim(); + if (name) { + if (name.length > 20) { + const alertElement = document.createElement('div'); + alertElement.className = 'alert-modal'; + alertElement.innerHTML = ` +
+
I can't do it...
+

Folder name must be 20 characters or less. Please try again with a shorter name!

+ +
+ `; + + document.body.appendChild(alertElement); + + const closeButton = alertElement.querySelector('.alert-button'); + closeButton.addEventListener('click', () => { + alertElement.classList.remove('show'); + document.body.style.overflow = ''; + setTimeout(() => alertElement.remove(), 300); + }); + + requestAnimationFrame(() => { + alertElement.classList.add('show'); + document.body.style.overflow = 'hidden'; + }); + + return; + } + + const result = await window.createDomain(window.serverData.userId, name); + if (result.success) { + this.events.emit('domainCreate', { + id: result.id, + name: name + }); + this.updateDomainCount(); + inputCard.remove(); + } else { + if (result.message && result.message.includes('up to 3 domains')) { + const alertElement = document.createElement('div'); + alertElement.className = 'alert-modal'; + alertElement.innerHTML = ` +
+
+ +
+
Folder Limit Reached
+

${result.message}

+
+ Domains Used: ${this.domainManager.getAllDomains().length}/3 +
+ +
+ `; + + document.body.appendChild(alertElement); + + const closeButton = alertElement.querySelector('.alert-button'); + closeButton.addEventListener('click', () => { + alertElement.classList.remove('show'); + document.body.style.overflow = ''; + setTimeout(() => alertElement.remove(), 100); + }); + + requestAnimationFrame(() => { + alertElement.classList.add('show'); + document.body.style.overflow = 'hidden'; + }); + + } else { + this.events.emit('warning', 'Failed to create folder. Please try again.'); + } + inputCard.remove(); + } + } + }; + + confirmBtn.addEventListener('click', handleConfirm); + cancelBtn.addEventListener('click', () => inputCard.remove()); + + input.addEventListener('keypress', (e) => { + if (e.key === 'Enter') handleConfirm(); + }); + + input.addEventListener('keydown', (e) => { + if (e.key === 'Escape') inputCard.remove(); + }); + } + + async enableDomainEditing(card) { + const domainInfo = card.querySelector('.domain-info'); + const domainNameElement = domainInfo.querySelector('h6'); + const currentName = domainNameElement.getAttribute('title') || domainNameElement.textContent; + const domainId = card.dataset.domainId; + + const wrapper = document.createElement('div'); + wrapper.className = 'domain-name-input-wrapper'; + wrapper.innerHTML = ` + +
+ + +
+ `; + + const input = wrapper.querySelector('.domain-name-input'); + const confirmBtn = wrapper.querySelector('.edit-confirm-button'); + const cancelBtn = wrapper.querySelector('.edit-cancel-button'); + + const handleConfirm = async () => { + const newName = input.value.trim(); + if (newName && newName !== currentName) { + if (newName.length > 20) { + this.events.emit('warning', 'Folder name must be less than 20 characters'); + return; + } + + const success = await window.renameDomain(domainId, newName); + + if (success) { + this.events.emit('domainEdit', { + id: domainId, + newName: newName + }); + wrapper.replaceWith(domainNameElement); + domainNameElement.textContent = newName; + domainNameElement.setAttribute('title', newName); + } else { + this.events.emit('warning', 'Failed to rename domain'); + } + } else { + wrapper.replaceWith(domainNameElement); + } + }; + + confirmBtn.addEventListener('click', handleConfirm); + cancelBtn.addEventListener('click', () => wrapper.replaceWith(domainNameElement)); + + input.addEventListener('keypress', (e) => { + if (e.key === 'Enter') handleConfirm(); + }); + + input.addEventListener('keydown', (e) => { + if (e.key === 'Escape') wrapper.replaceWith(domainNameElement); + }); + + domainNameElement.replaceWith(wrapper); + input.focus(); + input.select(); + } + + updateDomainsList(domains) { + const container = this.element.querySelector('#domainsContainer'); + if (container) { + container.innerHTML = domains.map(domain => this.createDomainCard(domain)).join(''); + this.setupDomainCardListeners(); + } + } + + updateDomainCount() { + const domains = this.domainManager.getAllDomains(); + const count = domains.length; + const percentage = (count / 3) * 100; + + const countElement = this.element.querySelector('.domains-count'); + const progressBar = this.element.querySelector('.progress-bar'); + + if (countElement && progressBar) { + countElement.textContent = `${count}/3`; + progressBar.style.width = `${percentage}%`; + + } + } + + show() { + const modal = new bootstrap.Modal(this.element); + this.resetTemporarySelection(); + this.updateDomainCount(); + modal.show(); + } + + hide() { + const modal = bootstrap.Modal.getInstance(this.element); + if (modal) { + modal.hide(); + } + } + + initializeDeleteModal() { + const deleteModalElement = document.getElementById('deleteConfirmModal'); + if (deleteModalElement) { + this.deleteModal = new bootstrap.Modal(deleteModalElement, { + backdrop: 'static', + keyboard: false + }); + + deleteModalElement.addEventListener('show.bs.modal', () => { + document.getElementById('domainSelectModal').classList.add('delete-confirmation-open'); + }); + + deleteModalElement.addEventListener('hidden.bs.modal', () => { + document.getElementById('domainSelectModal').classList.remove('delete-confirmation-open'); + this.domainToDelete = null; // Clean up on hide + }); + + const confirmBtn = deleteModalElement.querySelector('#confirmDeleteBtn'); + confirmBtn?.addEventListener('click', async () => { + if (this.domainToDelete) { + await this.handleDomainDelete(this.domainToDelete); + this.domainToDelete = null; + this.deleteModal.hide(); + } + }); + + const cancelBtn = deleteModalElement.querySelector('.btn-outline-secondary'); + cancelBtn?.addEventListener('click', () => { + this.domainToDelete = null; + this.deleteModal.hide(); + }); + } + } + + showDomainDeleteModal() { + if (this.deleteModal) { + this.deleteModal.show(); + } + } + + hideDomainDeleteModal() { + if (this.deleteModal) { + this.deleteModal.hide(); + } + } + + async handleDomainDelete(domainId) { + const result = await window.deleteDomain(domainId); + + if (result.success) { + this.events.emit('domainDelete', domainId); + this.hideDomainDeleteModal(); + this.updateDomainCount(); + this.events.emit('message', { + text: 'Knowledege Base deleted!', + type: 'success' + }); + } else { + this.hideDomainDeleteModal(); + + const messageElement = document.getElementById('domainInfoMessage'); + if (messageElement) { + messageElement.textContent = result.message; + } + const infoModal = new bootstrap.Modal(document.getElementById('defaultDomainInfoModal')); + infoModal.show(); + } + } +} + +class FileUploadModal extends Component { + constructor(DomainManager) { + const element = document.createElement('div'); + element.id = 'fileUploadModal'; + element.className = 'modal fade'; + element.setAttribute('tabindex', '-1'); + element.setAttribute('aria-hidden', 'true'); + super(element); + + this.isUploading = false; + this.fileBasket = new FileBasket(); + this.urlInputModal = new URLInputModal() + this.domainManager = DomainManager; + + this.render(); + this.setupEventListeners(); + this.setupCloseButton(); + this.currentpicker = null; + } + + render() { + this.element.innerHTML = ` +
+
+
+
+
+
Selected Folder:
+
+ +
+
+
+ Total Sources + 0/20 +
+
+
+
+
+
+ +
+
+ +
+
+
+
+ +
+
+
Upload Files
+

Drag & drop or choose files to upload

+ Supported file types: PDF, DOCX, XLSX, PPTX, UDF and TXT + +
+
+ + + + + + +
+
+
+ + `; + + document.body.appendChild(this.element); + } + + setupEventListeners() { + const dropZone = this.element.querySelector('#dropZone'); + const fileInput = this.element.querySelector('#fileInput'); + const uploadBtn = this.element.querySelector('#uploadBtn'); + const chooseText = this.element.querySelector('.choose-text'); + const uploadIcon = this.element.querySelector('.upload-icon-wrapper'); + const urlButton = this.element.querySelector('.url-input-btn'); + + // Drag and drop handlers + ['dragenter', 'dragover', 'dragleave', 'drop'].forEach(eventName => { + dropZone.addEventListener(eventName, (e) => { + e.preventDefault(); + e.stopPropagation(); + }); + }); + + ['dragenter', 'dragover'].forEach(eventName => { + dropZone.addEventListener(eventName, () => { + if (!this.isUploading) { + dropZone.classList.add('dragover'); + } + }); + }); + + ['dragleave', 'drop'].forEach(eventName => { + dropZone.addEventListener(eventName, () => { + dropZone.classList.remove('dragover'); + }); + }); + + // File drop handler + dropZone.addEventListener('drop', (e) => { + if (!this.isUploading) { + const files = e.dataTransfer.files; + this.handleFiles(files); + } + }); + + // Icon click handler + uploadIcon.addEventListener('click', () => { + if (!this.isUploading) { + fileInput.click(); + } + }); + + // File input handler + chooseText.addEventListener('click', () => { + if (!this.isUploading) { + fileInput.click(); + } + }); + + fileInput.addEventListener('change', () => { + this.handleFiles(fileInput.files); + }); + + // Upload button handler + uploadBtn.addEventListener('click', () => { + this.startUpload(); + }); + + urlButton.addEventListener('click', () => { + if (!this.isUploading) { + this.urlInputModal.show(); + } + }); + + this.urlInputModal.events.on('urlProcessed', (result) => { + if (result.files) { + this.handleFiles(result.files); + } + this.events.emit('message', result); + }); + + this.element.addEventListener('hidden.bs.modal', () => { + this.events.emit('modalClose'); + }); + } + + handleFiles(newFiles) { + if (this.isUploading) return; + + const fileList = this.element.querySelector('#fileList'); + const uploadBtn = this.element.querySelector('#uploadBtn'); + const uploadArea = this.element.querySelector('#dropZone'); + + let addFilesResult; + if (newFiles[0]?.mimeType) { + addFilesResult = this.fileBasket.addDriveFiles(newFiles); + } else { + addFilesResult = this.fileBasket.addFiles(newFiles); + } + + if (addFilesResult.duplicates > 0) { + this.events.emit('warning', `${addFilesResult.duplicates} files were skipped as they were already added`); + } + + // Update UI + fileList.innerHTML = ''; + this.fileBasket.getFileNames().forEach(fileName => { + const fileItem = this.createFileItem(fileName); + fileList.appendChild(fileItem); + }); + + this.updateUploadUI(fileList, uploadBtn, uploadArea); + this.updateSourceCount(); + } + + createFileItem(fileName) { + const fileItem = document.createElement('div'); + fileItem.className = 'file-item pending-upload'; + fileItem.dataset.fileName = fileName; + const driveFile = this.fileBasket.drivefiles.get(fileName); + + const icon = this.getFileIcon(fileName,driveFile?.mimeType); + fileItem.innerHTML = ` +
+ +
+
+
${fileName}
+
+
+
+
+
+ +
+ `; + + const removeButton = fileItem.querySelector('.file-remove'); + removeButton.addEventListener('click', () => { + if (!this.isUploading) { + this.fileBasket.removeFile(fileName); + fileItem.remove(); + this.updateUploadUI( + this.element.querySelector('#fileList'), + this.element.querySelector('#uploadBtn'), + this.element.querySelector('#dropZone') + ); + } + }); + + return fileItem; + } + + setupCloseButton() { + const closeButton = this.element.querySelector('.close-button'); + closeButton.addEventListener('click', () => { + console.log('Close button clicked'); + this.hide(); + }); + } + + setLoadingState(isLoading) { + const loadingOverlay = this.element.querySelector('.upload-loading-overlay'); + const closeButton = this.element.querySelector('.close-button'); + const uploadBtn = this.element.querySelector('#uploadBtn'); + const modal = bootstrap.Modal.getInstance(this.element); + + if (isLoading) { + loadingOverlay.style.display = 'flex'; + closeButton.style.display = 'none'; + uploadBtn.disabled = true; + modal._config.backdrop = 'static'; + modal._config.keyboard = false; + } else { + loadingOverlay.style.display = 'none'; + closeButton.style.display = 'block'; + uploadBtn.disabled = false; + modal._config.backdrop = true; + modal._config.keyboard = true; + } + } + + async startUpload() { + if (!this.fileBasket.hasFilesToUpload() || this.isUploading) return; + + this.isUploading = true; + const uploadBtn = this.element.querySelector('#uploadBtn'); + uploadBtn.disabled = true; + this.setLoadingState(true); + let successCount = 0; + + try { + while (this.fileBasket.hasFilesToUpload()) { + const batch = this.fileBasket.getBatch(); + const uploadPromises = batch.map(async (fileName) => { + try { + const result = await this.uploadFile(fileName); + if (result.success) successCount++; + } catch (error) { + console.error(`Failed to upload ${fileName}:`, error); + } + }); + await Promise.all(uploadPromises); + } + + if (successCount > 0) { + const uploadResult = await window.uploadFiles(window.serverData.userId); + + if (uploadResult.success) { + this.events.emit('filesUploaded', uploadResult.data); + this.resetUploadUI(); + this.updateSourceCount(); + this.events.emit('message', { + text: `Successfully uploaded ${successCount} files`, + type: 'success' + }); + setTimeout(() => { + this.hide(); + this.events.emit('modalClose'); + }, 500); + } else if (uploadResult.error && uploadResult.error.includes('Upgrade')) { + console.log('first') + console.log(uploadResult.error) + const alertElement = document.createElement('div'); + alertElement.className = 'alert-modal'; + alertElement.innerHTML = ` +
+
+ +
+
File Limit Reached
+

${uploadResult.error}

+ +
+ `; + + document.body.appendChild(alertElement); + + const closeButton = alertElement.querySelector('.alert-button'); + closeButton.addEventListener('click', () => { + alertElement.classList.remove('show'); + document.body.style.overflow = ''; + setTimeout(() => alertElement.remove(), 300); + }); + + requestAnimationFrame(() => { + alertElement.classList.add('show'); + document.body.style.overflow = 'hidden'; + }); + } else { + console.log('second') + console.log(uploadResult.error) + throw new Error(uploadResult.error); + } + } + + } catch (error) { + console.error('Upload error:', error); + this.events.emit('error', error.message); + } finally { + this.isUploading = false; + this.fileBasket.clear(); + uploadBtn.disabled = false; + this.setLoadingState(false); + } + } + + resetUploadUI() { + const fileList = this.element.querySelector('#fileList'); + const uploadBtn = this.element.querySelector('#uploadBtn'); + const uploadArea = this.element.querySelector('#dropZone'); + + // Clear file list + fileList.innerHTML = ''; + + // Reset upload area + uploadArea.style.display = 'flex'; + uploadBtn.disabled = true; + + // Remove "Add More Files" button + this.removeAddMoreFilesButton(); + + // Clear FileBasket + this.fileBasket.clear(); + } + + async uploadFile(fileName) { + const fileItem = this.element.querySelector(`[data-file-name="${fileName}"]`); + const progressBar = fileItem.querySelector('.progress-bar'); + + try { + const formData = this.fileBasket.getFileFormData(fileName); + if (!formData) throw new Error('File not found'); + + fileItem.classList.remove('pending-upload'); + fileItem.classList.add('uploading'); + + let success; + if (formData.has('driveFileId')) { + success = await window.storedriveFile(window.serverData.userId, formData); + } else { + success = await window.storeFile(window.serverData.userId, formData); + } + + if (success) { + progressBar.style.width = '100%'; + fileItem.classList.remove('uploading'); + fileItem.classList.add('uploaded'); + return { success: true }; + } else { + throw new Error(result.error); + } + + } catch (error) { + fileItem.classList.remove('uploading'); + fileItem.classList.add('upload-error'); + return { success: false, error: error.message }; + } + } + + loadDrivePicker() { + if (typeof google === 'undefined') { + const script = document.createElement('script'); + script.src = 'https://apis.google.com/js/api.js'; + script.onload = () => { + window.gapi.load('picker', () => { + this.createPicker(); + }); + }; + document.body.appendChild(script); + } else { + this.createPicker(); + } + } + + createPicker() { + + if (this.currentPicker) { + this.currentPicker.dispose(); + this.currentPicker = null; + } + + const accessToken = document.cookie + .split('; ') + .find(row => row.startsWith('drive_access_token=')) + ?.split('=')[1]; + + if (!accessToken) { + const alertModal = document.createElement('div'); + alertModal.className = 'alert-modal'; + alertModal.innerHTML = ` +
+
+ +
+
Drive Access Required
+

To access your Google Drive files: +
1. Sign out +
2. Sign in with Google +
3. Allow Drive access when prompted +

+ +
+ `; + + document.body.appendChild(alertModal); + + requestAnimationFrame(() => { + alertModal.classList.add('show'); + document.body.style.overflow = 'hidden'; + }); + + const closeButton = alertModal.querySelector('.alert-button'); + closeButton.addEventListener('click', () => { + alertModal.classList.remove('show'); + document.body.style.overflow = ''; + setTimeout(() => alertModal.remove(), 300); + }); + + return; + } + + const GOOGLE_API_KEY = document.cookie + .split('; ') + .find(row => row.startsWith('google_api_key=')) + ?.split('=')[1]; + + + const picker = new google.picker.PickerBuilder() + .addView(google.picker.ViewId.DOCS) + .setOAuthToken(accessToken) + .setDeveloperKey(GOOGLE_API_KEY) + .enableFeature(google.picker.Feature.SUPPORT_DRIVES) + .enableFeature(google.picker.Feature.MULTISELECT_ENABLED) + .setCallback((data) => { + if (data[google.picker.Response.ACTION] === google.picker.Action.PICKED) { + const docs = data[google.picker.Response.DOCUMENTS]; + this.handleDriveSelection(docs); // Pass token to handler + } + }) + .build(); + picker.setVisible(true); + this.currentPicker = picker; + + setTimeout(() => { + const pickerFrame = document.querySelector('.picker-dialog-bg'); + const pickerDialog = document.querySelector('.picker-dialog'); + + if (pickerFrame && pickerDialog) { + document.querySelectorAll('.picker-dialog-bg, .picker-dialog').forEach(el => { + if (el !== pickerFrame && el !== pickerDialog) { + el.remove(); + } + }); + + pickerFrame.style.zIndex = '10000'; + pickerDialog.style.zIndex = '10001'; + } + }, 0); + + } + + handleDriveSelection(files) { + const supportedTypes = [ + 'application/pdf', + 'application/vnd.openxmlformats-officedocument.wordprocessingml.document', + 'text/plain', + 'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet', + 'application/vnd.openxmlformats-officedocument.presentationml.presentation', + 'application/vnd.google-apps.document', + 'application/vnd.google-apps.document', + 'application/vnd.google-apps.spreadsheet', + 'application/vnd.google-apps.presentation', + 'application/vnd.google-apps.script', + ]; + + const filteredFiles = files.filter(file => { + return supportedTypes.includes(file.mimeType); + }); + + + if (filteredFiles.length === 0) { + this.events.emit('warning', 'No supported files selected. Please select PDF, DOCX, or TXT files.'); + return; + } + + if (filteredFiles.length < files.length) { + this.events.emit('warning', `${files.length - filteredFiles.length} files were skipped due to unsupported file types`); + } + + const fileList = this.element.querySelector('#fileList'); + this.fileBasket.files.clear(); + this.fileBasket.drivefiles.clear(); + this.fileBasket.uploadQueue = []; + + fileList.innerHTML = ''; + filteredFiles.forEach(file => { + const fileItem = this.createFileItem(file.name); + fileList.appendChild(fileItem); + }); + + this.updateUploadUI( + fileList, + this.element.querySelector('#uploadBtn'), + this.element.querySelector('#dropZone') + ); + + this.handleFiles(filteredFiles); + } + + getFileIcon(fileName, mimeType) { + const extension = fileName.split('.').pop().toLowerCase(); + + if (mimeType) { + switch (mimeType) { + case 'application/vnd.google-apps.document': + return 'bi-file-word'; + case 'application/vnd.google-apps.spreadsheet': + return 'bi-file-excel'; + case 'application/vnd.google-apps.presentation': + return 'bi-file-ppt'; + case 'application/vnd.google-apps.script': + return 'bi-file-text'; + } + } + + const iconMap = { + pdf: 'bi-file-pdf', + docx: 'bi-file-word', + doc: 'bi-file-word', + txt: 'bi-file-text', + pptx: 'bi-file-ppt', + xlsx: 'bi-file-excel', + udf: 'bi-file-post', + html: 'bi-file-code', + }; + return iconMap[extension] || 'bi-file'; + } + + updateUploadUI(fileList, uploadBtn, uploadArea) { + if (this.fileBasket.getFileNames().length > 0 || this.fileBasket.drivefiles.size > 0) { + uploadArea.style.display = 'none'; + uploadBtn.disabled = false; + this.ensureAddMoreFilesButton(fileList); + } else { + uploadArea.style.display = 'flex'; + uploadBtn.disabled = true; + this.removeAddMoreFilesButton(); + } + } + + ensureAddMoreFilesButton(fileList) { + let addFileBtn = this.element.querySelector('.add-file-btn'); + if (!addFileBtn) { + addFileBtn = document.createElement('button'); + addFileBtn.className = 'add-file-btn'; + addFileBtn.innerHTML = ` + + Add More Files + `; + addFileBtn.addEventListener('click', () => { + if (!this.isUploading) { + this.element.querySelector('#fileInput').click(); + } + }); + fileList.after(addFileBtn); + } + addFileBtn.disabled = this.isUploading; + addFileBtn.style.opacity = this.isUploading ? '0.5' : '1'; + } + + removeAddMoreFilesButton() { + const addFileBtn = this.element.querySelector('.add-file-btn'); + if (addFileBtn) { + addFileBtn.remove(); + } + } + + updateSourceCount() { + const domains = this.domainManager.getAllDomains(); + let totalSources = 0; + + domains.forEach(domain => { + if (domain.fileCount) { + totalSources += domain.fileCount; + } + }); + + const percentage = (totalSources / 20) * 100; + + const countElement = this.element.querySelector('.sources-count'); + const progressBar = this.element.querySelector('.progress-bar'); + + if (countElement && progressBar) { + countElement.textContent = `${totalSources}/20`; + progressBar.style.width = `${percentage}%`; + + } + } + + show(domainName = '') { + const domainNameElement = this.element.querySelector('.domain-name'); + if (domainNameElement) { + domainNameElement.textContent = domainName; + } + this.updateSourceCount(); + const modal = new bootstrap.Modal(this.element); + modal.show(); + } + + hide() { + const modal = bootstrap.Modal.getInstance(this.element); + if (modal) { + modal.hide(); + this.events.emit('modalClose'); + this.fileBasket.clear(); + this.resetUploadUI(); + } + } +} + + +class ChatManager extends Component { + constructor() { + const element = document.querySelector('.chat-content'); + super(element); + + this.messageContainer = this.element.querySelector('.chat-messages'); + this.setupMessageInput(); + this.setupExportButton(); + } + + setupMessageInput() { + const container = document.querySelector('.message-input-container'); + container.innerHTML = ` + + + `; + + const input = container.querySelector('.message-input'); + + input.addEventListener('keypress', (e) => { + if (e.key === 'Enter' && !e.shiftKey) { + e.preventDefault(); + this.handleSendMessage(input); + } + }); + + } + + async handleSendMessage(input) { + const message = input.value.trim(); + if (!message) return; + + // Add user message + this.addMessage(message, 'user'); + input.value = ''; + + // Add loading message + const loadingMessage = this.addLoadingMessage(); + + // Disable chat + this.disableChat(); + + try { + const selectedFileIds = window.app.sidebar.getSelectedFileIds(); + + const response = await window.sendMessage( + message, + window.serverData.userId, + window.serverData.sessionId, + selectedFileIds + ); + + // Remove loading message + loadingMessage.remove(); + + if (response.status === 400) { + if (response.message.includes('Daily question limit')) { + // Show limit reached modal + const alertElement = document.createElement('div'); + alertElement.className = 'alert-modal'; + alertElement.innerHTML = ` +
+
+ +
+
Daily Limit Reached
+

${response.message}

+
+ Questions Used Today: 25/25 +
+ +
+ `; + + document.body.appendChild(alertElement); + + const closeButton = alertElement.querySelector('.alert-button'); + closeButton.addEventListener('click', () => { + alertElement.classList.remove('show'); + document.body.style.overflow = ''; + setTimeout(() => alertElement.remove(), 300); + }); + + requestAnimationFrame(() => { + alertElement.classList.add('show'); + document.body.style.overflow = 'hidden'; + }); + } else { + this.addMessage(response.message, 'ai'); + } + return; + } + + if (response.answer && response.question_count == 10) { + this.addMessage(response.answer, 'ai'); + this.updateResources(response.resources, response.resource_sentences); + this.events.emit('ratingModalOpen'); + window.app.profileLimitsModal.updateDailyCount(response.daily_count); + } + else if (response.answer) { + this.addMessage(response.answer, 'ai'); + this.updateResources(response.resources, response.resource_sentences); + window.app.profileLimitsModal.updateDailyCount(response.daily_count); + } + else { + this.addMessage(response.message, 'ai'); + window.app.profileLimitsModal.updateDailyCount(response.daily_count); + } + + } catch (error) { + loadingMessage.remove(); + this.addMessage('Error generating message!', 'ai'); + console.error('Error:', error); + } finally { + this.enableChat(); + } + } + + addMessage(content, type) { + const message = document.createElement('div'); + message.className = `chat-message ${type}`; + + const bubble = document.createElement('div'); + bubble.className = `message-bubble ${type}-bubble`; + + const text = document.createElement('div'); + text.className = 'message-text'; + + if (type === 'ai') { + text.innerHTML = this.formatMessage(content); + bubble.appendChild(text); + + if (!content.includes('what can I find for you?')) { + message.setAttribute('data-exportable', 'true'); + + const actionBar = document.createElement('div'); + actionBar.className = 'message-actions'; + + const actionContainer = document.createElement('div'); + actionContainer.className = 'action-container'; + + const selectionMark = document.createElement('div'); + selectionMark.className = 'selection-mark'; + selectionMark.innerHTML = ''; + + const copyButton = document.createElement('button'); + copyButton.className = 'copy-button'; + copyButton.innerHTML = ` + + Copy`; + + copyButton.addEventListener('click', () => { + const messageContent = text.innerHTML; + this.copyToClipboard(messageContent); + + copyButton.innerHTML = ` + + Copied!`; + copyButton.classList.add('copied'); + + setTimeout(() => { + copyButton.innerHTML = ` + + Copy`; + copyButton.classList.remove('copied'); + }, 2000); + }); + + selectionMark.addEventListener('click', () => { + message.classList.toggle('selected'); + this.updateExportButton(); + }); + + actionContainer.appendChild(copyButton); + actionBar.appendChild(copyButton); + bubble.appendChild(selectionMark); + bubble.appendChild(actionBar); + message.appendChild(bubble); + } else { + message.appendChild(bubble); + bubble.appendChild(text); + message.appendChild(bubble); + } + } else { + text.textContent = content; + bubble.appendChild(text); + message.appendChild(bubble) + } + + bubble.appendChild(text); + message.appendChild(bubble); + this.messageContainer.appendChild(message); + this.scrollToBottom(); + + return message; + } + + setupExportButton() { + const exportButton = document.querySelector('.export-button'); + if (exportButton) { + exportButton.addEventListener('click', () => this.handleExportSelected()); + exportButton.disabled = true; + } + } + + updateExportButton() { + const exportButton = document.querySelector('.export-button'); + const selectedMessages = document.querySelectorAll('.chat-message.ai.selected'); + const count = selectedMessages.length; + + let counter = document.querySelector('.export-counter'); + if (!counter) { + counter = document.createElement('div'); + counter.className = 'export-counter'; + exportButton.parentElement.appendChild(counter); + } + + counter.textContent = `${count}/10`; + counter.style.color = count === 10 ? '#10B981' : 'white'; + + exportButton.disabled = count === 0; + + if (count > 10) { + const lastSelected = selectedMessages[selectedMessages.length - 1]; + lastSelected.classList.remove('selected'); + this.updateExportButton(); + } + } + + getSelectedMessages() { + const selectedMessages = document.querySelectorAll('.chat-message.ai.selected'); + return Array.from(selectedMessages).map(message => { + return message.querySelector('.message-text').innerHTML; + }); + } + + async handleExportSelected() { + const selectedContents = this.getSelectedMessages(); + if (selectedContents.length === 0 || selectedContents.length > 10 ) return; + + const exportButton = document.querySelector('.export-button'); + const originalHTML = exportButton.innerHTML; + + try { + // Show loading state + exportButton.innerHTML = ``; + exportButton.disabled = true; + + const result = await window.exportResponse(selectedContents); + + if (result === true) { + // Success state + exportButton.innerHTML = ''; + setTimeout(() => { + // Reset state + exportButton.innerHTML = originalHTML; + exportButton.disabled = false; + + // Deselect all messages + document.querySelectorAll('.chat-message.ai.selected').forEach(msg => { + msg.classList.remove('selected'); + }); + this.updateExportButton(); + }, 2000); + } else { + // Error state + exportButton.innerHTML = ''; + setTimeout(() => { + exportButton.innerHTML = originalHTML; + exportButton.disabled = false; + }, 2000); + } + } catch (error) { + console.error('Export failed:', error); + exportButton.innerHTML = ''; + setTimeout(() => { + exportButton.innerHTML = originalHTML; + exportButton.disabled = false; + }, 2000); + } + } + + updateHeader(domainName = null) { + const headerTitle = document.querySelector('.header-title'); + if (!headerTitle) return; + + if (domainName) { + headerTitle.innerHTML = `Chat with ${domainName}`; + } else { + headerTitle.textContent = 'Chat'; + } + } + + addLoadingMessage() { + const message = document.createElement('div'); + message.className = 'chat-message ai'; + message.innerHTML = ` +
+
+ +
+
+ `; + this.messageContainer.appendChild(message); + this.scrollToBottom(); + return message; + } + + showDefaultMessage() { + this.messageContainer.innerHTML = ` +
+
+
+ Please select a folder to start chatting with your documents. + Click the settings icon to select a folder. +
+
+
+ `; + } + + formatMessage(text) { + // First process headers + let formattedText = text.replace(/\[header\](.*?)\[\/header\]/g, '
$1
'); + + // Handle nested lists with proper indentation + formattedText = formattedText.replace(/^-\s*(.*?)$/gm, '
$1
'); + formattedText = formattedText.replace(/^\s{2}-\s*(.*?)$/gm, '
$1
'); + formattedText = formattedText.replace(/^\s{4}-\s*(.*?)$/gm, '
$1
'); + + // Process bold terms + formattedText = formattedText.replace(/\*\*(.*?)\*\*/g, '$1'); + formattedText = formattedText.replace(/\[bold\](.*?)\[\/bold\]/g, '$1'); + + return `
${formattedText}
`; + } + + convertMarkdownToHtmlTable(content) { + if (!content.includes('|')) { + return content; + } + + let segments = []; + + + const startsWithTable = content.trimStart().startsWith('|'); + + if (startsWithTable) { + const tableEndIndex = findTableEndIndex(content); + if (tableEndIndex > 0) { + const tableContent = content.substring(0, tableEndIndex).trim(); + segments.push(processTableContent(tableContent)); + + if (tableEndIndex < content.length) { + const remainingText = content.substring(tableEndIndex).trim(); + if (remainingText) { + segments.push(convertMarkdownToHtmlTable(remainingText)); + } + } + } else { + segments.push(processTableContent(content)); + } + } else { + const tableRegex = /(\|[^\n]+\|(?:\r?\n\|[^\n]+\|)*)/g; + let lastIndex = 0; + let match; + + while ((match = tableRegex.exec(content)) !== null) { + if (match.index > lastIndex) { + const textContent = content.substring(lastIndex, match.index).trim(); + if (textContent) { + segments.push(`
${textContent}
`); + } + } + + segments.push(processTableContent(match[0])); + lastIndex = match.index + match[0].length; + } + + if (lastIndex < content.length) { + const remainingText = content.substring(lastIndex).trim(); + if (remainingText) { + segments.push(`
${remainingText}
`); + } + } + } + + return segments.join(''); + + function findTableEndIndex(text) { + const lines = text.split('\n'); + let lineIndex = 0; + + for (let i = 0; i < lines.length; i++) { + lineIndex += lines[i].length + 1; + if (!lines[i].trimStart().startsWith('|')) { + return lineIndex - 1; + } + } + + return -1; + } + + function processTableContent(tableContent) { + const rows = tableContent.split(/\r?\n/).filter(row => row.trim() && row.includes('|')); + + let htmlTable = '
'; + let hasSeparatorRow = rows.some(row => + row.replace(/[\|\-:\s]/g, '').length === 0 + ); + + rows.forEach((row, rowIndex) => { + if (row.replace(/[\|\-:\s]/g, '').length === 0) return; + + const cells = []; + let cellMatch; + const cellRegex = /\|(.*?)(?=\||$)/g; + + while ((cellMatch = cellRegex.exec(row + '|')) !== null) { + if (cellMatch[1] !== undefined) { + cells.push(cellMatch[1].trim()); + } + } + + if (cells.length === 0) return; + + htmlTable += ''; + cells.forEach(cell => { + const isHeader = (rowIndex === 0 && !hasSeparatorRow) || + (rowIndex === 0 && hasSeparatorRow); + const cellTag = isHeader ? 'th' : 'td'; + + htmlTable += `<${cellTag} class="align-left">${cell}`; + }); + htmlTable += ''; + }); + + htmlTable += '
'; + return htmlTable; + } + } + + updateResources(resources, sentences) { + const container = document.querySelector('.resources-list'); + container.innerHTML = ''; + + if (!resources || !sentences || !resources.file_names?.length) { + return; + } + + sentences.forEach((sentence, index) => { + const item = document.createElement('div'); + item.className = 'resource-item'; + const content = this.convertMarkdownToHtmlTable(sentence); + + item.innerHTML = ` +
+ ${resources.file_names[index]} + + + Page ${resources.page_numbers[index]} + +
+
+
+
+
${index + 1}
+
+
+ ${content} +
+
+ `; + + container.appendChild(item); + }); + } + + copyToClipboard(content) { + const cleanText = content.replace(/
(.*?)<\/div>/g, '$1\n') + .replace(/
(.*?)<\/div>/g, '- $1') + .replace(/
(.*?)<\/div>/g, ' - $1') + .replace(/
(.*?)<\/div>/g, ' - $1') + .replace(/(.*?)<\/strong>/g, '$1') + .replace(/<[^>]+>/g, '') + .replace(/\n\s*\n/g, '\n\n') + .trim(); + + navigator.clipboard.writeText(cleanText) + .catch(err => console.error('Failed to copy text:', err)); + } + + scrollToBottom() { + this.element.scrollTop = this.element.scrollHeight; + } + + enableChat() { + this.element.classList.remove('chat-disabled'); + const input = document.querySelector('.message-input'); + input.disabled = false; + input.placeholder = "Send message"; + } + + disableChat() { + this.element.classList.add('chat-disabled'); + const input = document.querySelector('.message-input'); + input.disabled = true; + input.placeholder = "Select your folder to start chat..."; + } + + clearDefaultMessage() { + this.messageContainer.innerHTML = ''; + } +} + +// Sidebar Component +class Sidebar extends Component { + constructor(domainManager) { + const element = document.createElement('div'); + element.className = 'sidebar-container open'; + super(element); + + this.domainManager = domainManager; + this.isOpen = true; + this.timeout = null; + this.selectedFiles = new Set(); + this.render(); + this.setupEventListeners(); + this.isModalOpen = false; + } + + render() { + this.element.innerHTML = ` +
+
+
+
+
+ Doclink +

Doclink

+
+
+
+
+
+
+
+ + Unselected +
+
+ +
+
+ +
+ +
+
+ +

+ Select a folder from ๐Ÿ“ to start chatting +

+
+
+ +
+
+ Standard Plan +
+
+
i
+ +
+
+ + Usage Limits +
+
+
+ + Logout +
+
+
+
+ . + Feedback +
+
+ +
+ `; + } + + setupEventListeners() { + // Existing event listeners + const settingsIcon = this.element.querySelector('.settings-icon'); + if (settingsIcon) { + settingsIcon.addEventListener('click', () => { + this.events.emit('settingsClick'); + }); + } + + const fileMenuBtn = this.element.querySelector('.open-file-btn'); + fileMenuBtn.addEventListener('click', () => { + this.events.emit('fileMenuClick'); + }); + + + // Add hover handlers for desktop + const menuTrigger = document.querySelector('.menu-trigger'); + if (menuTrigger) { + menuTrigger.addEventListener('click', () => { + this.toggle(); + }); + } + + this.events.on('modalOpen', () => { + this.isModalOpen = true; + }); + + this.events.on('modalClose', () => { + this.isModalOpen = false; + setTimeout(() => { + this.toggle(false); // Force close the sidebar + }, 200); + }); + + // Mobile menu trigger handler + this.events.on('menuTrigger', () => { + if (window.innerWidth < 992) { + const menuIcon = document.querySelector('.menu-trigger .bi-list'); + if (menuIcon) { + menuIcon.style.transform = this.isOpen ? 'rotate(0)' : 'rotate(45deg)'; + } + this.toggle(); + } + }); + + // Handle window resize + window.addEventListener('resize', () => { + if (window.innerWidth >= 992) { + document.body.style.overflow = ''; + const menuIcon = document.querySelector('.menu-trigger .bi-list'); + if (menuIcon) { + menuIcon.style.transform = 'rotate(0)'; + } + } + }); + + // User Profile Menu + const userSection = this.element.querySelector('#userProfileMenu'); + if (userSection) { + userSection.addEventListener('click', (e) => { + e.stopPropagation(); + userSection.classList.toggle('active'); + }); + + // Close menu when clicking outside + document.addEventListener('click', (e) => { + if (!userSection.contains(e.target)) { + userSection.classList.remove('active'); + } + }); + + // Handle menu items + userSection.querySelectorAll('.menu-item').forEach(item => { + item.addEventListener('click', (e) => { + e.stopPropagation(); + if (item.classList.contains('logout-item')) { + // Handle logout logic here + console.log('Logging out...'); + } + userSection.classList.remove('active'); + }); + }); + } + + // Premium and Feedback links + const premiumLink = this.element.querySelector('.premium-link'); + if (premiumLink) { + premiumLink.addEventListener('click', (e) => { + e.preventDefault(); + this.events.emit('premiumClick'); + }); + } + + const feedbackLink = this.element.querySelector('.bottom-links a:not(.premium-link)'); + if (feedbackLink) { + feedbackLink.addEventListener('click', (e) => { + e.preventDefault(); + this.events.emit('feedbackClick'); + }); + } + + const profileMenuItem = userSection.querySelector('.menu-item:first-child'); + if (profileMenuItem) { + profileMenuItem.addEventListener('click', (e) => { + e.stopPropagation(); + userSection.classList.remove('active'); + this.events.emit('showProfileLimits'); + }); + } + } + + toggle() { + this.isOpen = !this.isOpen; + this.element.classList.toggle('open', this.isOpen); + + // Toggle chat container margin + const chatContainer = document.querySelector('.chat-container'); + if (chatContainer) { + chatContainer.classList.toggle('sidebar-closed', !this.isOpen); + + const messageContainer = document.querySelector('.message-container'); + if (messageContainer) { + messageContainer.style.left = this.isOpen ? '294px' : '0'; + messageContainer.style.width = this.isOpen ? + 'calc(100% - 600px - 294px)' : + 'calc(100% - 600px)'; + } + } + + } + + updateDomainSelection(domain) { + const domainText = this.element.querySelector('.selected-domain-text'); + const folderIcon = this.element.querySelector('.bi-folder'); + const helperText = this.element.querySelector('.helper-text'); + + if (domain) { + domainText.textContent = domain.name; + domainText.title = domain.name; + folderIcon.className = 'bi bi-folder empty-folder'; + helperText.style.display = 'none'; + } else { + domainText.textContent = 'No Domain Selected'; + domainText.removeAttribute('title'); + folderIcon.className = 'bi bi-folder empty-folder'; + helperText.style.display = 'block'; + } + } + + updateFileList(files, fileIDS) { + const fileList = this.element.querySelector('#sidebarFileList'); + if (!fileList) return; + + fileList.innerHTML = ''; + + if (files.length > 0 && fileIDS.length > 0) { + files.forEach((file, index) => { + const fileItem = this.createFileListItem(file, fileIDS[index]); + + // Check the checkbox by default + const checkbox = fileItem.querySelector('.file-checkbox'); + if (checkbox) { + checkbox.checked = true; + } + + fileList.appendChild(fileItem); + }); + } + + this.updateFileMenuVisibility(); + } + + createFileListItem(fileName, fileID) { + const fileItem = document.createElement('li'); + let extension; + if (fileName.includes('http') || fileName.includes('www.')) { + extension = 'html'; + } else { + extension = fileName.split('.').pop().toLowerCase(); + } + const icon = this.getFileIcon(extension); + const truncatedName = this.truncateFileName(fileName); + + fileItem.innerHTML = ` +
+
+ + +
+ + +
+
+ ${truncatedName} +
+ + +
+
+ `; + + this.selectedFiles.add(fileID); + + const checkbox = fileItem.querySelector('.file-checkbox'); + checkbox.checked = true; + + // Handle checkbox changes + checkbox.addEventListener('change', () => { + if (checkbox.checked) { + this.selectedFiles.add(fileID); + } else { + this.selectedFiles.delete(fileID); + } + // Update sources count + window.app.updateSourcesCount(this.selectedFiles.size); + }); + + const deleteBtn = fileItem.querySelector('.delete-file-btn'); + const confirmActions = fileItem.querySelector('.delete-confirm-actions'); + + deleteBtn.addEventListener('click', (e) => { + e.stopPropagation(); + // Show confirmation actions + confirmActions.classList.add('show'); + deleteBtn.style.display = 'none'; + }); + + // Add confirm/cancel handlers + const confirmBtn = fileItem.querySelector('.confirm-delete-btn'); + const cancelBtn = fileItem.querySelector('.cancel-delete-btn'); + + confirmBtn.addEventListener('click', async (e) => { + e.stopPropagation(); + const selectedDomain = this.domainManager.getSelectedDomain(); + if (!selectedDomain) return; + + const success = await window.removeFile(fileID, selectedDomain.data.id, window.serverData.userId); + + if (success) { + // Remove file from UI + fileItem.remove(); + + // Update domain file count + selectedDomain.data.files = selectedDomain.data.files.filter(f => f !== fileName); + selectedDomain.data.fileIDS = selectedDomain.data.fileIDS.filter(id => id !== fileID); + this.domainManager.updateDomainFileCount(selectedDomain.data.id); + + // Update sources count + const sourcesCount = selectedDomain.data.files.length; + window.app.updateSourcesCount(sourcesCount); + } + }); + + cancelBtn.addEventListener('click', (e) => { + e.stopPropagation(); + confirmActions.classList.remove('show'); + deleteBtn.style.display = 'flex'; + }); + + return fileItem; + } + + truncateFileName(fileName, maxLength = 25) { + if (fileName.length <= maxLength) return fileName; + + let extension; + if (fileName.includes('http') || fileName.includes('www.')) { + extension = 'html'; + } else { + extension = fileName.split('.').pop().toLowerCase(); + } + + const nameWithoutExt = fileName.slice(0, fileName.lastIndexOf('.')); + + // Leave room for ellipsis and extension + const truncatedLength = maxLength - 3 - extension.length - 1; + return `${nameWithoutExt.slice(0, truncatedLength)}...${extension}`; + } + + getSelectedFileIds() { + return Array.from(this.selectedFiles); + } + + updateFileList(files, fileIDS) { + const fileList = this.element.querySelector('#sidebarFileList'); + if (!fileList) return; + + fileList.innerHTML = ''; + this.selectedFiles.clear(); // Clear existing selections + + if (files.length > 0 && fileIDS.length > 0) { + files.forEach((file, index) => { + const fileItem = this.createFileListItem(file, fileIDS[index]); + fileList.appendChild(fileItem); + }); + } + + this.updateFileMenuVisibility(); + // Update initial sources count + window.app.updateSourcesCount(this.selectedFiles.size); + } + + updatePlanBadge(userType) { + const planBadge = this.element.querySelector('.plan-badge'); + if (planBadge) { + if (userType === 'premium') { + planBadge.textContent = 'Premium Plan'; + } else { + planBadge.textContent = 'Standard Plan'; + } + } + } + + hideDeleteConfirmations() { + this.element.querySelectorAll('.delete-confirm-actions').forEach(actions => { + actions.classList.remove('show'); + }); + this.element.querySelectorAll('.delete-file-btn').forEach(btn => { + btn.style.display = 'flex'; + }); + } + + clearFileSelections() { + this.selectedFiles.clear(); + window.app.updateSourcesCount(0); + } + + getFileIcon(extension) { + const iconMap = { + pdf: 'bi-file-pdf', + docx: 'bi-file-word', + doc: 'bi-file-word', + txt: 'bi-file-text', + pptx: 'bi-file-ppt', + xlsx: 'bi-file-excel', + udf: 'bi-file-post', + html: 'bi-file-earmark-code', + }; + return iconMap[extension] || 'bi-file'; + } + + updateFileMenuVisibility() { + const fileList = this.element.querySelector('#sidebarFileList'); + const helperText = this.element.querySelector('.helper-text'); + const fileMenuBtn = this.element.querySelector('.open-file-btn'); + const fileListContainer = this.element.querySelector('.file-list-container'); + + if (fileList.children.length > 0) { + helperText.style.display = 'none'; + helperText.style.height = '0'; + helperText.style.margin = '0'; + helperText.style.padding = '0'; + } else { + fileListContainer.style.height = 'auto'; + fileMenuBtn.style.position = 'static'; + fileMenuBtn.style.width = '100%'; + } + } + + +} + +class PremiumModal extends Component { + constructor() { + const element = document.getElementById('premiumAlert'); + super(element); + this.setupEventListeners(); + } + + setupEventListeners() { + const closeButton = this.element.querySelector('.alert-button'); + closeButton?.addEventListener('click', () => this.hide()); + } + + show() { + this.element.classList.add('show'); + document.body.style.overflow = 'hidden'; + } + + hide() { + this.element.classList.remove('show'); + document.body.style.overflow = ''; + } +} + +// Feedback Modal Component +class FeedbackModal extends Component { + constructor() { + const element = document.createElement('div'); + element.className = 'feedback-modal'; + super(element); + + this.render(); + this.setupEventListeners(); + } + + render() { + this.element.innerHTML = ` + + `; + + document.body.appendChild(this.element); + } + + setupEventListeners() { + // Close button handlers + const closeButtons = this.element.querySelectorAll('.close-modal, .btn-cancel'); + closeButtons.forEach(button => { + button.addEventListener('click', () => this.hide()); + }); + + // Click outside to close + this.element.addEventListener('click', (e) => { + if (e.target === this.element) { + this.hide(); + } + }); + + // Form submission + const form = this.element.querySelector('#feedback-form'); + form.addEventListener('submit', async (e) => { + e.preventDefault(); + await this.handleSubmit(e); + }); + + // File size validation + const fileInput = this.element.querySelector('#feedback-screenshot'); + fileInput.addEventListener('change', (e) => { + const file = e.target.files[0]; + if (file && file.size > 2 * 1024 * 1024) { + alert('File size must be less than 2MB'); + e.target.value = ''; + } + }); + } + + async handleSubmit(e) { + const form = e.target; + const submitButton = form.querySelector('.btn-submit'); + submitButton.disabled = true; + + try { + const formData = new FormData(form); + const result = await window.sendFeedback(formData, window.serverData.userId); + + if (result.success) { + this.hide(); + this.events.emit('success', result.message); + } else { + this.events.emit('error', result.message); + } + } catch (error) { + console.error('Error in feedback submission:', error); + this.events.emit('error', 'An unexpected error occurred'); + } finally { + submitButton.disabled = false; + form.reset(); + } + } + + show() { + this.element.classList.add('show'); + document.body.style.overflow = 'hidden'; + } + + hide() { + this.element.classList.remove('show'); + document.body.style.overflow = ''; + this.element.querySelector('#feedback-form').reset(); + } +} + +class SuccessAlert extends Component { + constructor() { + const element = document.getElementById('feedbackSuccessAlert'); + super(element); + this.setupEventListeners(); + } + + setupEventListeners() { + const closeButton = this.element.querySelector('.alert-button'); + closeButton?.addEventListener('click', () => this.hide()); + } + + show() { + this.element.classList.add('show'); + document.body.style.overflow = 'hidden'; + } + + hide() { + this.element.classList.remove('show'); + document.body.style.overflow = ''; + } +} + +// Logout +class LogoutModal extends Component { + constructor() { + const element = document.getElementById('logoutConfirmModal'); + super(element); + this.setupEventListeners(); + + // Set URLs based on environment from serverData + this.WEB_URL = window.serverData.environment === 'dev' + ? 'http://localhost:3000' + : 'https://doclink.io'; + } + + setupEventListeners() { + const logoutButton = this.element.querySelector('.alert-button'); + const cancelButton = this.element.querySelector('.btn-cancel'); + + logoutButton?.addEventListener('click', () => { + this.handleLogout(); + }); + + cancelButton?.addEventListener('click', () => { + this.hide(); + }); + } + + handleLogout() { + try { + // 1. Clear client-side app state + localStorage.clear(); + sessionStorage.clear(); + + // 2. Call FastAPI logout endpoint + window.handleLogoutRequest(window.serverData.userId, window.serverData.sessionId) + .finally(() => { + // 3. Clear cookies manually as backup + this.clearCookies(); + // 4. Redirect to signout + window.location.href = `${this.WEB_URL}/api/auth/signout?callbackUrl=/`; + }); + + } catch (error) { + console.error('Logout error:', error); + window.location.href = this.WEB_URL; + } + } + + clearCookies() { + const cookies = document.cookie.split(';'); + const domain = window.location.hostname; + for (let cookie of cookies) { + const name = cookie.split('=')[0].trim(); + document.cookie = `${name}=; expires=Thu, 01 Jan 1970 00:00:00 GMT; path=/; domain=${domain}`; + document.cookie = `${name}=; expires=Thu, 01 Jan 1970 00:00:00 GMT; path=/; domain=.${domain}`; + } + } + + show() { + this.element.classList.add('show'); + document.body.style.overflow = 'hidden'; + } + + hide() { + this.element.classList.remove('show'); + document.body.style.overflow = ''; + } +} + +// Rating Modal +class RatingModal extends Component { + constructor() { + const element = document.createElement('div'); + element.className = 'modal fade'; + element.id = 'ratingModal'; + element.setAttribute('tabindex', '-1'); + element.setAttribute('aria-hidden', 'true'); + super(element); + + this.rating = 0; + + this.render(); + this.setupEventListeners(); + } + + render() { + this.element.innerHTML = ` +
+
+
+
+
How would you rate Doclink?
+ +
+
+
+
+ + + + + +
+
+ +
+ +
+
+
+
+
+ `; + + document.body.appendChild(this.element); + this.modal = new bootstrap.Modal(this.element); + } + + setupEventListeners() { + // Star rating handlers + const stars = this.element.querySelectorAll('.stars i'); + stars.forEach((star, index) => { + star.addEventListener('click', () => this.handleStarClick(index)); + star.addEventListener('mouseover', () => this.highlightStars(index)); + star.addEventListener('mouseout', () => this.updateStars()); + }); + + // Close button handler + const closeButton = this.element.querySelector('.close-button'); + closeButton.addEventListener('click', () => this.hide()); + + // Submit button handler + const submitButton = this.element.querySelector('.submit-button'); + submitButton.addEventListener('click', () => { + const feedbackInput = this.element.querySelector('.feedback-input'); + this.sendRating(this.rating,feedbackInput.value) + setTimeout(() => { + this.hide(); + }, 1000); + }); + + // Click outside to close + this.element.addEventListener('click', (e) => { + if (e.target === this.element) { + this.hide(); + } + }); + } + + handleStarClick(index) { + this.rating = index + 1; + this.updateStars(); + } + + async sendRating(rating,user_note) { + try { + const result = await window.sendRating(rating, user_note, window.serverData.userId); + + if (result.success) { + this.hide() + this.events.emit('success', result.message); + } else { + this.events.emit('error', result.message); + } + } catch (error) { + console.error('Error in rating submission:', error); + this.events.emit('error', 'An unexpected error occurred'); + } finally { + this.reset(); + } + } + + highlightStars(index) { + const stars = this.element.querySelectorAll('.stars i'); + stars.forEach((star, i) => { + star.classList.remove('bi-star-fill', 'bi-star'); + if (i <= index) { + star.classList.add('bi-star-fill'); + star.classList.add('active'); + } else { + star.classList.add('bi-star'); + star.classList.remove('active'); + } + }); + } + + updateStars() { + const stars = this.element.querySelectorAll('.stars i'); + stars.forEach((star, i) => { + star.classList.remove('bi-star-fill', 'bi-star', 'active'); + if (i < this.rating) { + star.classList.add('bi-star-fill'); + star.classList.add('active'); + } else { + star.classList.add('bi-star'); + } + }); + } + + show() { + this.modal.show(); + document.body.style.overflow = 'hidden'; + } + + hide() { + this.modal.hide(); + document.body.style.overflow = ''; + } + + reset() { + this.rating = 0; + this.updateStars(); + const feedbackInput = this.element.querySelector('.feedback-input'); + if (feedbackInput) { + feedbackInput.value = ''; + } + } +} + +// URLuploadModal +class URLInputModal extends Component { + constructor() { + const element = document.createElement('div'); + element.className = 'modal fade'; + element.id = 'urlInputModal'; + element.setAttribute('tabindex', '-1'); + element.setAttribute('aria-hidden', 'true'); + super(element); + + this.render(); + this.setupEventListeners(); + this.modal = null; + + } + + render() { + this.element.innerHTML = ` +
+
+
+
+
Add content from URL
+ +
+ +
+
+ + + Enter the URL of the webpage you want to add to your folder + +
+ + + + +
+
+
+
+ `; + + document.body.appendChild(this.element); + this.modal = new bootstrap.Modal(this.element); + } + + setupEventListeners() { + const urlInput = this.element.querySelector('.url-input'); + const addButton = this.element.querySelector('.add-url-btn'); + const closeButton = this.element.querySelector('.close-button'); + + // Enable/disable add button based on URL input + urlInput.addEventListener('input', () => { + addButton.disabled = !urlInput.value.trim(); + }); + + // URL processing + addButton.addEventListener('click', () => { + const url = urlInput.value; + this.startProcessing(url); + urlInput.value = ''; + }); + + // Close button handler + closeButton.addEventListener('click', () => { + this.hide(); + }); + + // Click outside to close + this.element.addEventListener('click', (e) => { + if (e.target === this.element) { + this.hide(); + } + }); + + } + + async startProcessing(url) { + const clean_url = url.trim(); + if (!clean_url) return; + + this.setLoadingState(true); + + try { + const success = await window.storeURL(window.serverData.userId, clean_url); + + if (success === 1) { + this.handleFileBasketAddition(clean_url) + this.events.emit('urlProcessed', { + message: 'Successfully processed URL', + type: 'success' + }); + this.hide(); + } else { + throw new Error('Failed to process URL'); + } + + } catch (error) { + this.events.emit('error', error.message); + } finally { + this.setLoadingState(false); + } + } + + handleFileBasketAddition(url) { + try { + // Create a clean filename from the URL + const urlObj = new URL(url); + const fileName = `${urlObj.hostname}.html`; + + // Create URL file object similar to drive file object + const urlFile = { + name: fileName, + mimeType: 'text/html', + lastModified: Date.now() + }; + + // Emit event for FileUploadModal to handle + this.events.emit('urlProcessed', { + files: [urlFile], + message: 'Successfully processed URL', + type: 'success' + }); + + this.hide(); + return true; + + } catch (error) { + console.error('Error preparing URL file:', error); + return false; + } + } + + setLoadingState(isLoading) { + const loadingOverlay = this.element.querySelector('.upload-loading-overlay'); + const closeButton = this.element.querySelector('.close-button'); + const addButton = this.element.querySelector('.add-url-btn'); + + if (isLoading) { + loadingOverlay.style.display = 'flex'; + closeButton.style.display = 'none'; + addButton.disabled = true; + this.modal._config.backdrop = 'static'; + this.modal._config.keyboard = false; + } else { + loadingOverlay.style.display = 'none'; + closeButton.style.display = 'block'; + addButton.disabled = false; + this.modal._config.backdrop = true; + this.modal._config.keyboard = true; + } + } + + show() { + if (this.modal) { + this.modal.dispose(); + } + + this.modal = new bootstrap.Modal(this.element); + + this.element.style.zIndex = '9999'; + + this.modal.show(); + + setTimeout(() => { + const backdrop = document.querySelector('.modal-backdrop:last-child'); + if (backdrop) { + backdrop.style.zIndex = '9998'; + } + }, 0); + } + + hide() { + this.modal.hide(); + const urlInput = this.element.querySelector('.url-input'); + urlInput.value = ''; + } + +} + +// Add this class after other modal classes +class ProfileLimitsModal extends Component { + constructor(domainManager) { + const element = document.createElement('div'); + element.className = 'modal fade'; + element.id = 'profileLimitsModal'; + element.setAttribute('tabindex', '-1'); + element.setAttribute('aria-hidden', 'true'); + super(element); + + this.domainManager = domainManager; + this.render(); + this.setupEventListeners(); + this.dailyQuestionsCount = 0; + } + + render() { + this.element.innerHTML = ` +
+
+
+
+
Usage Limits
+ +
+ +
+ +
+
+
+ Total Sources + Source limit across all folders +
+ 0/20 +
+
+
+
+
+ + +
+
+
+ Folders + Number of folders you can create +
+ 0/3 +
+
+
+
+
+ + +
+
+
+ Daily Questions + Resets daily at midnight UTC +
+ 0/10 +
+
+
+
+
+ +
+ +
+
+
+
+
+ `; + + document.body.appendChild(this.element); + } + + updateLimits() { + const domains = this.domainManager.getAllDomains(); + let totalSources = 0; + const userType = window.app?.userData?.user_info?.user_type || 'free'; + const upgradeButton = this.element.querySelector('.upgrade-section'); + + const limitsContainer = this.element.querySelector('.limits-container'); + if (limitsContainer) { + const limitIndicators = limitsContainer.querySelectorAll('.limit-indicator'); + const dailyQuestionBar = limitIndicators.length >= 3 ? limitIndicators[2] : null; + + if (upgradeButton) { + upgradeButton.style.display = userType === 'premium' ? 'none' : 'block'; + } + + if (dailyQuestionBar) { + dailyQuestionBar.style.display = userType === 'premium' ? 'none' : 'block'; + } + } + + domains.forEach(domain => { + if (domain.fileCount) { + totalSources += domain.fileCount; + } + }); + + if (userType === 'free') { + this.updateProgressBar('sources', totalSources, 10); + this.updateProgressBar('domains', domains.length, 3); + this.updateProgressBar('questions', this.dailyQuestionsCount, 25); + } else if (userType === 'premium') { + this.updateProgressBar('sources', totalSources, 100); + this.updateProgressBar('domains', domains.length, 20); + } + + } + + updateDailyCount(count) { + this.dailyQuestionsCount = count; + if (this.element.classList.contains('show')) { + this.updateProgressBar('questions', count, 25); + } + } + + updateProgressBar(type, current, max) { + const countElement = this.element.querySelector(`.${type}-count`); + const progressBar = countElement?.closest('.limit-indicator').querySelector('.progress-bar'); + + if (countElement && progressBar) { + const percentage = (current / max) * 100; + countElement.textContent = `${current}/${max}`; + progressBar.style.width = `${percentage}%`; + } + } + + setupEventListeners() { + const upgradeButton = this.element.querySelector('.upgrade-button'); + upgradeButton?.addEventListener('click', () => { + this.events.emit('upgradeClick'); + }); + } + + show() { + this.updateLimits(); + const modal = new bootstrap.Modal(this.element); + modal.show(); + } + + hide() { + const modal = bootstrap.Modal.getInstance(this.element); + if (modal) { + modal.hide(); + } + } +} + +// Application +class App { + constructor() { + this.domainManager = new DomainManager(); + this.sidebar = new Sidebar(this.domainManager); + this.feedbackModal = new FeedbackModal(); + this.domainSettingsModal = new DomainSettingsModal(this.domainManager); + this.fileUploadModal = new FileUploadModal(this.domainManager); + this.events = new EventEmitter(); + this.userData = null; + this.sourcesCount = 0; + this.sourcesBox = document.querySelector('.sources-box'); + this.sourcesNumber = document.querySelector('.sources-number'); + this.chatManager = new ChatManager(); + this.premiumModal = new PremiumModal(); + this.successAlert = new SuccessAlert(); + this.logoutModal = new LogoutModal(); + this.ratingModal = new RatingModal(); + this.profileLimitsModal = new ProfileLimitsModal(this.domainManager); + this.chatManager.disableChat(); + this.setupEventListeners(); + } + + updateUserInterface() { + // Update user section in sidebar + const userEmail = this.sidebar.element.querySelector('.user-email'); + const userAvatar = this.sidebar.element.querySelector('.user-avatar'); + + userEmail.textContent = this.userData.user_info.user_email; + + if (this.userData.user_info.user_picture_url && this.userData.user_info.user_picture_url !== "null") { + userAvatar.innerHTML = `${this.userData.user_info.user_name}`; + userAvatar.classList.add('has-image'); + } else { + userAvatar.textContent = this.userData.user_info.user_name[0].toUpperCase(); + userAvatar.classList.remove('has-image'); + } + + this.sidebar.updatePlanBadge(this.userData.user_info.user_type); + } + + updateSourcesCount(count) { + this.sourcesCount = count; + if (this.sourcesNumber) { + this.sourcesNumber.textContent = count; + this.sourcesBox.setAttribute('count', count); + } + } + + updateDomainCount() { + this.domainSettingsModal.updateDomainCount(); + } + + setupEventListeners() { + // Sidebar events + this.sidebar.events.on('settingsClick', () => { + this.domainSettingsModal.show(); + }); + + this.sidebar.events.on('fileMenuClick', () => { + const selectedDomain = this.domainManager.getSelectedDomain(); + if (!selectedDomain) { + this.events.emit('warning', 'Please select a domain first'); + return; + } + this.fileUploadModal.show(selectedDomain.data.name); + this.sidebar.events.emit('modalOpen'); + }); + + this.sidebar.events.on('feedbackClick', () => { + this.feedbackModal.show(); + }); + + // Domain Settings Modal events + this.domainSettingsModal.events.on('domainCreate', async (domainData) => { + const domainCard = this.domainManager.addDomain({ + id: domainData.id, + name: domainData.name + }); + + // Update the domains list in the modal + this.domainSettingsModal.updateDomainsList(this.domainManager.getAllDomains()); + + this.updateDomainCount(); + + this.events.emit('message', { + text: `Successfully created folder ${domainData.name}`, + type: 'success' + }); + }); + + this.domainSettingsModal.events.on('domainSearch', (searchTerm) => { + const filteredDomains = this.domainManager.searchDomains(searchTerm); + this.domainSettingsModal.updateDomainsList(filteredDomains); + }); + + this.domainSettingsModal.events.on('domainSelected', async (domainId) => { + try { + const success = await window.selectDomain(domainId, window.serverData.userId); + + if (success) { + const domain = this.domainManager.getDomain(domainId); + if (!domain) return; + + // Update domain manager state and UI + this.domainManager.selectDomain(domainId); + this.sidebar.updateDomainSelection(domain.data); + + // Update header with domain name + this.chatManager.updateHeader(domain.data.name); + + const files = domain.data.files || []; + const fileIDS = domain.data.fileIDS || []; + this.sidebar.updateFileList(files, fileIDS); + + // Update sources count + this.updateSourcesCount(files.length); + + // Enable chat + this.chatManager.enableChat(); + + this.events.emit('message', { + text: `Successfully switched to folder ${domain.data.name}`, + type: 'success' + }); + } + } catch (error) { + this.events.emit('message', { + text: 'Failed to select folder', + type: 'error' + }); + } + }); + + const selectButton = this.domainSettingsModal.element.querySelector('.select-button'); + selectButton?.addEventListener('click', () => { + const selectedCheckbox = this.domainSettingsModal.element.querySelector('.domain-checkbox:checked'); + if (selectedCheckbox) { + const domainCard = selectedCheckbox.closest('.domain-card'); + const domainId = domainCard.dataset.domainId; + this.domainSettingsModal.events.emit('domainSelected', domainId); + } + }); + + this.domainSettingsModal.events.on('domainEdit', async ({ id, newName }) => { + const success = this.domainManager.renameDomain(id, newName); + if (success) { + // If this is the currently selected domain, update the sidebar + const selectedDomain = this.domainManager.getSelectedDomain(); + if (selectedDomain && selectedDomain.data.id === id) { + this.sidebar.updateDomainSelection(selectedDomain.data); + } + + // Update the domains list in the modal + this.domainSettingsModal.updateDomainsList(this.domainManager.getAllDomains()); + + this.events.emit('message', { + text: `Successfully renamed folder to ${newName}`, + type: 'success' + }); + } + }); + + this.domainSettingsModal.events.on('warning', (message) => { + this.events.emit('message', { + text: message, + type: 'warning' + }); + }); + + this.domainSettingsModal.events.on('domainDelete', async (domainId) => { + const wasSelected = this.domainManager.getSelectedDomain()?.data.id === domainId; + + if (this.domainManager.deleteDomain(domainId)) { + if (wasSelected) { + // Reset sidebar to default state + this.sidebar.updateDomainSelection(null); + this.sidebar.updateFileList([], []); + // Reset sources count + this.updateSourcesCount(0); + // Disable chat + this.chatManager.disableChat(); + } + + this.domainSettingsModal.updateDomainsList(this.domainManager.getAllDomains()); + + this.updateDomainCount(); + + this.events.emit('message', { + text: 'Folder successfully deleted', + type: 'success' + }); + } + }); + + this.chatManager.events.on('ratingModalOpen', () => { + setTimeout(() => { + this.ratingModal.show(); + }, 500); + }); + + // File Upload Modal events + this.fileUploadModal.events.on('filesUploaded', (data) => { + const selectedDomain = this.domainManager.getSelectedDomain(); + if (selectedDomain) { + // Access the nested data object + selectedDomain.data.files = data.file_names; + selectedDomain.data.fileIDS = data.file_ids; + this.sidebar.updateFileList(data.file_names, data.file_ids); + this.updateSourcesCount(data.file_names.length); + this.domainManager.updateDomainFileCount(selectedDomain.data.id); + } + }); + + this.fileUploadModal.events.on('warning', (message) => { + this.events.emit('message', { + text: message, + type: 'warning' + }); + }); + + this.fileUploadModal.events.on('error', (message) => { + this.events.emit('message', { + text: message, + type: 'error' + }); + }); + + this.fileUploadModal.events.on('modalClose', () => { + this.sidebar.events.emit('modalClose'); + }); + + // Feedback Modal events + this.feedbackModal.events.on('feedbackSubmitted', (message) => { + console.log(message); + }); + + this.feedbackModal.events.on('feedbackError', (error) => { + console.error(error); + }); + + this.feedbackModal.events.on('success', (message) => { + this.successAlert.show(); + }); + + // Premium Modal Events + const premiumLink = this.sidebar.element.querySelector('.premium-link'); + premiumLink?.addEventListener('click', (e) => { + e.preventDefault(); + this.initiateCheckout(); + }); + + this.profileLimitsModal.events.on('upgradeClick', () => { + this.initiateCheckout(); + }); + + // Logout event + const logoutItem = this.sidebar.element.querySelector('.logout-item'); + logoutItem?.addEventListener('click', (e) => { + e.preventDefault(); + this.logoutModal.show(); + }); + + this.sidebar.events.on('showProfileLimits', () => { + this.profileLimitsModal.show() + }); + + } + + // In App class initialization + async init() { + // Initialize + this.userData = await window.fetchUserInfo(window.serverData.userId); + if (!this.userData) { + throw new Error('Failed to load user data'); + } + + // Update user interface with user data + this.updateUserInterface() + + // Store domain data + Object.keys(this.userData.domain_info).forEach(key => { + const domainData = this.userData.domain_info[key]; + const domain = { + id: key, + name: domainData.domain_name, + fileCount: domainData.file_names.length, + files: domainData.file_names, + fileIDS: domainData.file_ids + }; + this.domainManager.addDomain(domain); + }); + + // Update UI with domain data + this.domainSettingsModal.updateDomainsList( + this.domainManager.getAllDomains() + ); + + window.user_type = this.userData.user_type + + // Add sidebar to DOM + document.body.appendChild(this.sidebar.element); + + // Setup menu trigger + const menuTrigger = document.querySelector('.menu-trigger'); + if (menuTrigger) { + menuTrigger.addEventListener('click', () => { + this.sidebar.events.emit('menuTrigger'); + }); + } + + window.app.profileLimitsModal.updateDailyCount(this.userData.user_info.user_daily_count); + + // Welcome operations + const isFirstTime = window.serverData.isFirstTime === 'True'; + if (isFirstTime) { + localStorage.setItem('firstTime', 0); + const firstTimeMsg = `[header]Welcome to Doclink${this.userData.user_info.user_name ? `, ${this.userData.user_info.user_name}` : ''}๐Ÿ‘‹[/header]\nYour first folder with helpful guide settled up. You can always use this file to get information about Doclink!\n[header]To get started[/header]\n- Select your folder on navigation bar \n- Upload your documents or insert a link\n- Ask any question to get information\n- All answers will include sources on references\n\n[header]Quick Tips[/header]\n- Doclink is specialized to answer only from your files\n- Specialized questions can help Doclink to find information better\n- Doclink supports PDF, DOCX, Excel, PowerPoint, UDF and TXT file formats\n- You can create different folders for different topics and interact with them\n- You can also ask just selected files to get isolated information\n- You can select answers on the upper right of the message box and create report with clicking report icon on the chat`; + this.chatManager.addMessage(firstTimeMsg, 'ai'); + + const domains = this.domainManager.getAllDomains(); + if (domains.length > 0) { + this.domainSettingsModal.events.emit('domainSelected', domains[0].id); + } + + } else { + // Regular welcome message for returning users + this.chatManager.addMessage( + `Welcome ${this.userData.user_info.user_name}, what can I find for you?`, + 'ai' + ); + } + } + + // Initial Checkout + initiateCheckout() { + // const checkoutUrl = 'https://doclinkio.lemonsqueezy.com/buy/0c0294bb-1cbe-4411-a9bc-800053d1580c'; + const checkoutUrl = 'https://test.jarednevans.com'; + window.location.href = checkoutUrl; + } +} + +// Initialize when DOM is ready +document.addEventListener('DOMContentLoaded', () => { + window.app = new App(); + window.app.init(); + + const resourcesTrigger = document.querySelector('.resources-trigger'); + const resourcesContainer = document.querySelector('.resources-container'); + const mainContent = document.querySelector('.chat-container'); + + if (resourcesTrigger && resourcesContainer) { + resourcesTrigger.addEventListener('click', () => { + resourcesContainer.classList.toggle('show'); + mainContent.classList.toggle('blur-content'); + + if (resourcesContainer.classList.contains('show')) { + backdrop.classList.add('show'); + document.body.style.overflow = 'hidden'; + } else { + backdrop.classList.remove('show'); + document.body.style.overflow = ''; + } + }); + + // Escape tuลŸu ile kapatma + document.addEventListener('keydown', (e) => { + if (e.key === 'Escape' && resourcesContainer.classList.contains('show')) { + resourcesContainer.classList.remove('show'); + mainContent.classList.remove('blur-content'); + backdrop.classList.remove('show'); + document.body.style.overflow = ''; + } + }); + } + +}); diff --git a/doclink/doclink/app/test_db_conn.py b/doclink/doclink/app/test_db_conn.py new file mode 100644 index 0000000..7dc0bc3 --- /dev/null +++ b/doclink/doclink/app/test_db_conn.py @@ -0,0 +1,17 @@ +import os, psycopg2 +from dotenv import load_dotenv + +load_dotenv() + +try: + conn = psycopg2.connect( + host=os.getenv("DB_HOST"), + port=os.getenv("DB_PORT"), + database=os.getenv("DB_NAME"), + user=os.getenv("DB_USER"), + password=os.getenv("DB_PASSWORD") + ) + print("Connection successful!") + conn.close() +except Exception as e: + print("Connection failed:", e) diff --git a/doclink/doclink/app/utils/prompts.yaml b/doclink/doclink/app/utils/prompts.yaml new file mode 100644 index 0000000..62f241c --- /dev/null +++ b/doclink/doclink/app/utils/prompts.yaml @@ -0,0 +1,636 @@ +prompts: + languages: + en: + general_purpose: + - id: gp_001 + text: " + Your task is to analyze the given context windows, extract relevant data based on the user's query, and use file information to enhance your response. Your primary goal is to provide a comprehensive, structured, and user-friendly answer using solely the information provided in the context window.\n + Please respond in the language of the user's query, specified by the {lang} variable (e.g., 'en' for English, 'tr' for Turkish), ensuring the tone and style align with the query's language and context.\n + + Instructions:\n + You will be provided with context windows, each containing several sentences along with the two following metadata: \n + File: Specifies source of each context.\n + Confidence coefficient: A number between 0 and 1, indicating the priority of the context (higher numbers mean higher priority).\n + + Extracting Relevant Information:\n + Carefully analyze the user's query to determine the specific information being requested.\n + Use all relevant context windows, prioritizing those with higher confidence levels for accuracy.\n + If the query references a specific file, extract information only from the specified file(s).\n + If the query does not specify a file, aggregate information from all available files.\n + If the context contains consistent information across multiple files, consolidate the data and indicate consistency.\n + If the context contains contradictory information: Highlight the contradictions, specify their sources, and explain how they differ.\n + If the context contains similar or different information, summarize the distinctions or similarities and relate them to the query.\n + Present your response using bullet points or topic-based sections for better readability.\n + Prioritize clarity and conciseness. Use subheadings or categories for complex queries.\n + If the required information is not found in the context, state this clearly and offer suggestions or clarifications if possible.\n + Do not specify the confidence coefficient in response.\n + Do not mention about the 'context windows'. 'Use according to resources' instead.\n + + Respond *strictly* in the following format:\n + + [header]Section Name[/header]\n + Content with [bold]bold terms[/bold] when needed. Use the following list format for any points:\n + - Main point\n + - Sub-point\n + - Further nested point\n + + [header]Another Section Name[/header]\n + Content with [bold]bold terms[/bold] when needed\n + - Main point\n + - Sub-point\n + - Further nested point\n + + Rules:\n + 1. Each major section must start with [header]...[/header]\n + 2. Use [bold]...[/bold] for important terms or emphasis within content\n + 3. Headers should be one of: Definition, Purpose, Key Features, Operation, Context\n + 4. Use single dash (-) for all list items\n + 5. Indent nested list items with exactly 2 spaces per level\n + 6. Place one empty line between major sections\n + 7. Do not use any other list markers (bullets, dots, numbers)\n + 8. Keep indentation consistent throughout the response\n + + Context Windows:\n + {context}\n + + User Query:\n + {query}\n + + User Query language:\n + {lang}\n + " + + Informational: + - id: info_001 + text: " + Your task is to analyze the given context windows, extract relevant data based on the user's query, and use file information to enhance your response. Your primary goal is to provide a comprehensive, structured, and user-friendly answer using solely the information provided in the context window.\n + Please respond in the language of the user's query, specified by the {lang} variable (e.g., 'en' for English, 'tr' for Turkish), ensuring the tone and style align with the query's language and context.\n + + Instructions:\n + You will be provided with context windows, each containing several sentences along with the two following metadata:\n + File: Specifies source of each context.\n + Confidence coefficient: A number between 0 and 1, indicating the priority of the context (higher numbers mean higher priority).\n + + 1. Identify factual knowledge, definitions, or explanations requested in the query.\n + 2. Focus on delivering concise, clear, and specific information.\n + 3. Include [b]key terms[/b] and definitions for clarity and emphasize relevant details.\n + 4. Avoid generalizations; prioritize extracting exact matches or relevant information from the context.\n + 5. Answer must be short as possible, on-point and clear as much as possible.\n + 6. Always prioritize contexts with higher confidence coefficients for accuracy, but cross-check lower-confidence contexts for supplementary or missing details to ensure completeness.\n + 7. Where appropriate, attribute information to its source file or section implicitly. For example: 'As described in the regulations...' or 'According to the provided report...' without directly mentioning the context window or file name unless explicitly required by the query.\n + 8. If contradictory information is found: Explicitly state the contradiction and its source(s). Suggest possible resolutions, clarifications, or factors that may explain the discrepancy (e.g., differing data sources, updates, or interpretations).\n + 9. If the query requests a more detailed response, expand your answer with additional explanations\n + + Extracting Relevant Information:\n + Carefully analyze the user's query to determine the specific information being requested.\n + Use all relevant context windows, prioritizing those with higher confidence levels for accuracy.\n + If the query references a specific file, extract information only from the specified file(s).\n + If the query does not specify a file, aggregate information from all available files.\n + If the context contains consistent information across multiple files, consolidate the data and indicate consistency.\n + If the context contains contradictory information: Highlight the contradictions, specify their sources, and explain how they differ.\n + If the context contains similar or different information, summarize the distinctions or similarities and relate them to the query.\n + Present your response using bullet points or topic-based sections for better readability.\n + Prioritize clarity and conciseness. Use subheadings or categories for complex queries.\n + If the required information is not found in the context, state this clearly and offer suggestions or clarifications if possible.\n + Do not specify the confidence coefficient in response.\n + Do not mention about the 'context windows'. 'Use according to resources' instead.\n + + Respond *strictly* in the following format:\n + + [header]Section Name[/header]\n + Content with [bold]bold terms[/bold] when needed. Use the following list format for any points:\n + - Main point\n + - Sub-point\n + - Further nested point\n + + [header]Another Section Name[/header]\n + Content with [bold]bold terms[/bold] when needed\n + - Main point\n + - Sub-point\n + - Further nested point\n + + Rules:\n + 1. Each major section must start with [header]...[/header]\n + 2. Use [bold]...[/bold] for important terms or emphasis within content\n + 3. Headers should be one of: Definition, Purpose, Key Features, Operation, Context\n + 4. Use single dash (-) for all list items\n + 5. Indent nested list items with exactly 2 spaces per level\n + 6. Place one empty line between major sections\n + 7. Do not use any other list markers (bullets, dots, numbers)\n + 8. Keep indentation consistent throughout the response \n + + Context Windows:\n + {context}\n + + User Query:\n + {query}\n + + User Query language:\n + {lang}\n + " + + Comparison: + - id: comp_001 + text: " + Your task is to analyze the given context windows, extract relevant data based on the user's query, and use file information to enhance your response. Your primary goal is to provide a comprehensive, structured, and user-friendly answer using solely the information provided in the context window.\n + Please respond in the language of the user's query, specified by the {lang} variable (e.g., 'en' for English, 'tr' for Turkish), ensuring the tone and style align with the query's language.\n + + Instructions:\n + You will be provided with context windows, each containing several sentences along with the two following metadata:\n + File: Specifies source of each context.\n + Confidence coefficient: A number between 0 and 1, indicating the priority of the context (higher numbers mean higher priority).\n + + 1. Extract and compare relevant details from the context to highlight similarities and differences.\n + 2. If contradictory information is found, specify the contradictions and explain their sources.\n + 3. Present distinctions or parallels in a structured format, using headers like [header]Similarities[/header] and [header]Differences[/header].\n + 4. Provide a clear explanation of how the extracted information relates to the user's query.\n + 5. If consistent information appears across contexts, summarize it in the [header]Similarities[/header] section. For contradictory information: Specify conflicting points under [header]Differences[/header]. Attribute contradictions to their respective sources and explain their impact.\n + 6. For comparisons involving multiple attributes, organize data using a [bold]tabular format[/bold] or structured lists. Each row or bullet point should represent one attribute.\n + 7. If the required comparison data is missing, clearly state this under [header]Missing Information[/header]. Offer suggestions for refining the query or point out gaps in the context.\n + 8. For queries involving detailed or hierarchical comparisons: Use a primary section for high-level differences or similarities. Include nested sections for more granular points.\n + + Extracting Relevant Information:\n + Carefully analyze the user's query to determine the specific information being requested.\n + Use all relevant context windows, prioritizing those with higher confidence levels for accuracy.\n + If the query references a specific file, extract information only from the specified file(s).\n + If the query does not specify a file, aggregate information from all available files.\n + If the context contains consistent information across multiple files, consolidate the data and indicate consistency.\n + If the context contains contradictory information: Highlight the contradictions, specify their sources, and explain how they differ.\n + If the context contains similar or different information, summarize the distinctions or similarities and relate them to the query.\n + Present your response using bullet points or topic-based sections for better readability.\n + Prioritize clarity and conciseness. Use subheadings or categories for complex queries.\n + If the required information is not found in the context, state this clearly and offer suggestions or clarifications if possible.\n + Do not specify the confidence coefficient in response.\n + Do not mention about the 'context windows'. 'Use according to resources' instead.\n + + Respond *strictly* in the following format:\n + + [header]Section Name[/header]\n + Content with [bold]bold terms[/bold] when needed. Use the following list format for any points:\n + - Main point\n + - Sub-point\n + - Further nested point\n + + [header]Another Section Name[/header]\n + Content with [bold]bold terms[/bold] when needed\n + - Main point\n + - Sub-point\n + - Further nested point\n + + Rules:\n + 1. Each major section must start with [header]...[/header]\n + 2. Use [bold]...[/bold] for important terms or emphasis within content\n + 3. Headers should be one of: Definition, Purpose, Key Features, Operation, Context\n + 4. Use single dash (-) for all list items\n + 5. Indent nested list items with exactly 2 spaces per level\n + 6. Place one empty line between major sections\n + 7. Do not use any other list markers (bullets, dots, numbers)\n + 8. Keep indentation consistent throughout the response\n + + Context Windows:\n + {context}\n + + User Query:\n + {query}\n + + User Query language:\n + {lang}\n + " + + Summarization: + - id: sum_001 + text: " + Your task is to analyze the given context windows, extract relevant data based on the user's query, and use file information to enhance your response. Your primary goal is to provide a comprehensive, structured, and user-friendly answer using solely the information provided in the context window.\n + Please respond in the language of the user's query, specified by the {lang} variable (e.g., 'en' for English, 'tr' for Turkish), ensuring the tone and style align with the query's language.\n + + Instructions:\n + You will be provided with context windows, each containing several sentences along with the two following metadata:\n + File: Specifies source of each context.\n + Confidence coefficient: A number between 0 and 1, indicating the priority of the context (higher numbers mean higher priority).\n + + 1. Identify and extract key points or main ideas from the context relevant to the query.\n + 2. Create a concise and well-structured summary, using bullet points or categories for clarity.\n + 3. Highlight overarching themes and provide an overview without including excessive details.\n + 4. Consolidate consistent information across contexts to avoid redundancy.\n + 5. If the query specifies a focus area (e.g., a section, file, or theme), prioritize summarizing content strictly relevant to that focus. Where no focus is specified, highlight the most critical and recurring themes or points.\n + 6. Where appropriate, illustrate key ideas with short examples or specific details from the context. Keep examples concise and relevant.\n + 7. If the context contains contradictions: Summarize both perspectives succinctly. Highlight the contradiction explicitly, and explain how it relates to the query.\n + 8. The summary should not exceed 200 tokens unless explicitly requested by the query. If required details exceed this limit, provide a prioritized or hierarchical overview.\n + + Extracting Relevant Information:\n + Carefully analyze the user's query to determine the specific information being requested.\n + Use all relevant context windows, prioritizing those with higher confidence levels for accuracy.\n + If the query references a specific file, extract information only from the specified file(s).\n + If the query does not specify a file, aggregate information from all available files.\n + If the context contains consistent information across multiple files, consolidate the data and indicate consistency.\n + If the context contains contradictory information: Highlight the contradictions, specify their sources, and explain how they differ.\n + If the context contains similar or different information, summarize the distinctions or similarities and relate them to the query.\n + Present your response using bullet points or topic-based sections for better readability.\n + Prioritize clarity and conciseness. Use subheadings or categories for complex queries.\n + If the required information is not found in the context, state this clearly and offer suggestions or clarifications if possible.\n + Do not specify the confidence coefficient in response.\n + Do not mention about the 'context windows'. 'Use according to resources' instead.\n + + Respond *strictly* in the following format:\n + + [header]Section Name[/header]\n + Content with [bold]bold terms[/bold] when needed. Use the following list format for any points:\n + - Main point\n + - Sub-point\n + - Further nested point\n + + [header]Another Section Name[/header]\n + Content with [bold]bold terms[/bold] when needed\n + - Main point\n + - Sub-point\n + - Further nested point\n + + Rules:\n + 1. Each major section must start with [header]...[/header]\n + 2. Use [bold]...[/bold] for important terms or emphasis within content\n + 3. Headers should be one of: Definition, Purpose, Key Features, Operation, Context\n + 4. Use single dash (-) for all list items\n + 5. Indent nested list items with exactly 2 spaces per level\n + 6. Place one empty line between major sections\n + 7. Do not use any other list markers (bullets, dots, numbers)\n + 8. Keep indentation consistent throughout the response\n + + Context Windows:\n + {context}\n + + User Query:\n + {query}\n + + User Query language:\n + {lang}\n + " + + queries: + - id: query_001 + text: " + Task: Analyze, Correct, and Generate Related Questions & Answers\n + Instructions:\n + You are given a user query.\n + + First, check the user question. If it has no meaning, return an empty string. If it is meaningful, do the following:\n + Correct any spelling or grammatical errors and return the corrected question as the first line of the output.\n + Generate 3 semantically similar queries that retain the same meaning as the corrected query.\n + Create 3 different questions that approach the original query from different angles but stay related.\n + Answer last 3 questions with concise responses, 1-2 sentences max each.\n + Then, analyze the corrected user query and determine its intent, intention list is and their keywords, examples are given below. If intent can't be determined return empty '' string.\n + Please respond in the file language, specified by the {file lang} variable (e.g., 'en' for English, 'tr' for Turkish) regardless of user query's language , ensuring the tone and style align with the file's language.\n + If file language is diferent than english look for the intention keywords that provided for intent detection below in file language.\n + + The possible intents are:\n + 1. Informational: Seeking factual knowledge, definitions, or explanations.\n + Intention Keywords: What, define, explain, details, specify, who, why, how.\n + Intention Examples: What is the penalty for breaking this rule? โ†’ Informational\n + 2. Summarization: Requesting a concise overview of complex information.\n + Intention Keywords: Summarize, overview, main points, key ideas, brief, concise, simplify.\n + Intention Examples: Can you summarize the key points of this document? โ†’ Summarization\n + 3. Comparison: Evaluating options, methods, or technologies.\n + Intention Keywords: Compare, difference, similarity, versus, contrast, better, alternative, pros and cons.\n + Intention Examples: Compare the benefits of these two methods. โ†’ Comparison\n + + Return the output **strictly** in the following format:\n + [corrected query]\n + [first semantically similar query]\n + [second semantically similar query]\n + [third semantically similar query]\n + [first different-angle question]\n + [second different-angle question]\n + [third different-angle question]\n + [first different-angle answer]\n + [second different-angle answer]\n + [third different-angle answer]\n + [user intention]\n + + User query: {query}\n + + File language:\n + {file_lang}\n + + Example:\n + User query: How does retrieval-augmented generation work in AI systems?\n + + File language: en\n + + Output: + How does retrieval-augmented generation work in AI systems?\n + What is the process of retrieval-augmented generation in AI?\n + How does RAG help AI systems retrieve and generate information?\n + Can you explain how retrieval-augmented generation functions in AI applications?\n + What are the key advantages of using RAG in AI?\n + How does RAG differ from traditional machine learning models?\n + What challenges does RAG face in implementation?\n + RAG enhances AI by providing more accurate responses by retrieving relevant external data.\n + Unlike traditional models, RAG integrates search capabilities to access external knowledge during inference.\n + Major challenges include latency in retrieval, ensuring relevance of fetched data, and maintaining up-to-date information.\n + Informational\n + " + tr: + general_purpose: + - id: gp_tr_001 + text: " + Gรถreviniz verilen baฤŸlam pencerelerini analiz etmek, kullanฤฑcฤฑnฤฑn sorgusuna gรถre ilgili verileri รงฤฑkarmak ve yanฤฑtฤฑnฤฑzฤฑ geliลŸtirmek iรงin dosya bilgilerini kullanmaktฤฑr. Birincil amacฤฑnฤฑz, yalnฤฑzca baฤŸlam penceresinde saฤŸlanan bilgileri kullanarak kapsamlฤฑ, yapฤฑlandฤฑrฤฑlmฤฑลŸ ve kullanฤฑcฤฑ dostu bir yanฤฑt sunmaktฤฑr.\n + + Talimatlar:\n + Size, her biri birkaรง cรผmle ve ลŸu iki meta veriyi iรงeren baฤŸlam pencereleri saฤŸlanacaktฤฑr:\n + Dosya: Her baฤŸlamฤฑn kaynaฤŸฤฑnฤฑ belirtir.\n + Gรผven katsayฤฑsฤฑ: 0 ile 1 arasฤฑnda bir sayฤฑ olup, baฤŸlamฤฑn รถncelik seviyesini ifade eder (daha yรผksek sayฤฑlar daha yรผksek รถncelik anlamฤฑna gelir).\n + + ฤฐlgili Bilgilerin ร‡ฤฑkarฤฑlmasฤฑ:\n + Kullanฤฑcฤฑnฤฑn sorgusunda istenen belirli bilgileri belirlemek iรงin dikkatlice analiz yapฤฑn.\n + DoฤŸruluk iรงin daha yรผksek gรผven seviyelerine sahip baฤŸlamlara รถncelik vererek tรผm ilgili baฤŸlam pencerelerini kullanฤฑn.\n + Sorgu belirli bir dosyayฤฑ referans alฤฑyorsa, yalnฤฑzca belirtilen dosya(lar)dan bilgi รงฤฑkarฤฑn.\n + Sorgu herhangi bir dosya belirtmiyorsa, mevcut tรผm dosyalardan bilgileri birleลŸtirin.\n + BaฤŸlam birden fazla dosyada tutarlฤฑ bilgiler iรงeriyorsa, verileri birleลŸtirin ve tutarlฤฑlฤฑฤŸฤฑ belirtin.\n + BaฤŸlam รงeliลŸkili bilgiler iรงeriyorsa: ร‡eliลŸkileri vurgulayฤฑn, kaynaklarฤฑnฤฑ belirtin ve nasฤฑl farklฤฑlฤฑk gรถsterdiklerini aรงฤฑklayฤฑn.\n + BaฤŸlam benzer veya farklฤฑ bilgiler iรงeriyorsa, farklฤฑlฤฑklarฤฑ veya benzerlikleri รถzetleyin ve bunlarฤฑ sorguyla iliลŸkilendirin.\n + Yanฤฑtฤฑnฤฑzฤฑ daha iyi okunabilirlik iรงin madde iลŸaretleri veya konuya dayalฤฑ bรถlรผmler kullanarak sunun.\n + Netlik ve รถzlรผlรผฤŸe รถncelik verin. KarmaลŸฤฑk sorgular iรงin alt baลŸlฤฑklar veya kategoriler kullanฤฑn.\n + Gerekli bilgi baฤŸlamda bulunmuyorsa, bunu aรงฤฑkรงa belirtin ve mรผmkรผnse รถneriler veya aรงฤฑklamalar sunun.\n + Yanฤฑtta gรผven katsayฤฑsฤฑnฤฑ belirtmeyin.\n + + AลŸaฤŸฤฑdaki formata *kesinlikle* uygun ลŸekilde yanฤฑt verin:\n + + [header]Bรถlรผm Adฤฑ[/header]\n + GerektiฤŸinde [bold]kalฤฑn terimler[/bold] ile iรงerik. Maddeler iรงin ลŸu format kullanฤฑlmalฤฑ:\n + - Ana madde\n + - Alt madde\n + - Daha alt madde\n + + [header]DiฤŸer Bรถlรผm Adฤฑ[/header]\n + GerektiฤŸinde [bold]kalฤฑn terimler[/bold] ile iรงerik\n + - Ana madde\n + - Alt madde\n + - Daha alt madde\n + + Kurallar:\n + 1. Her ana bรถlรผm [header]...[/header] ile baลŸlamalฤฑ\n + 2. ร–nemli terimler veya vurgulamalar iรงin [bold]...[/bold] kullanฤฑn\n + 3. Bรถlรผm baลŸlฤฑklarฤฑ ลŸunlardan biri olmalฤฑ: Tanฤฑm, Amaรง, Temel ร–zellikler, ฤฐลŸleyiลŸ, BaฤŸlam\n + 4. Tรผm liste maddeleri iรงin tek tire (-) kullanฤฑn\n + 5. Alt maddelerde tam olarak 2 boลŸluk ile girintileme yapฤฑn\n + 6. Ana bรถlรผmler arasฤฑnda bir boลŸ satฤฑr bฤฑrakฤฑn\n + 7. BaลŸka liste iลŸaretleri kullanmayฤฑn (nokta, sayฤฑ vb.)\n + 8. Yanฤฑt boyunca tutarlฤฑ girintileme kullanฤฑn\n + + BaฤŸlam Pencereleri:\n + {context}\n + + Kullanฤฑcฤฑ Sorgusu:\n + {query}\n + " + + Bilgi Edinme: + - id: info_tr_001 + text: " + Gรถreviniz verilen baฤŸlam pencerelerini analiz etmek, kullanฤฑcฤฑnฤฑn sorgusuna gรถre ilgili verileri รงฤฑkarmak ve yanฤฑtฤฑnฤฑzฤฑ geliลŸtirmek iรงin dosya bilgilerini kullanmaktฤฑr. Birincil amacฤฑnฤฑz, yalnฤฑzca baฤŸlam penceresinde saฤŸlanan bilgileri kullanarak kapsamlฤฑ, yapฤฑlandฤฑrฤฑlmฤฑลŸ ve kullanฤฑcฤฑ dostu bir yanฤฑt sunmaktฤฑr.\n + + Talimatlar:\n + Size, her biri birkaรง cรผmle ve ลŸu iki meta veriyi iรงeren baฤŸlam pencereleri saฤŸlanacaktฤฑr:\n + Dosya: Her baฤŸlamฤฑn kaynaฤŸฤฑnฤฑ belirtir.\n + Gรผven katsayฤฑsฤฑ: 0 ile 1 arasฤฑnda bir sayฤฑ olup, baฤŸlamฤฑn รถncelik seviyesini ifade eder (daha yรผksek sayฤฑlar daha yรผksek รถncelik anlamฤฑna gelir).\n + + 1. Sorguda talep edilen gerรงek bilgilere, tanฤฑmlara veya aรงฤฑklamalara odaklanฤฑn.\n + 2. Kฤฑsa, net ve spesifik bilgiler sunmaya odaklanฤฑn.\n + 3. Aรงฤฑklฤฑk iรงin [b]รถnemli terimler[/b] ve tanฤฑmlarฤฑ ekleyin ve ilgili ayrฤฑntฤฑlarฤฑ vurgulayฤฑn.\n + 4. Genellemelerden kaรงฤฑnฤฑn; baฤŸlamdan tam eลŸleลŸmeleri veya ilgili bilgileri รงฤฑkarmayฤฑ รถnceliklendirin.\n + 5. Cevap mรผmkรผn olduฤŸunca kฤฑsa, net ve doฤŸrudan olmalฤฑ; 150 ile 200 token arasฤฑnda olmalฤฑdฤฑr.\n + 6. DoฤŸruluk iรงin her zaman daha yรผksek gรผven katsayฤฑsฤฑna sahip baฤŸlamlara รถncelik verin, ancak eksiksizliฤŸi saฤŸlamak iรงin ek veya eksik ayrฤฑntฤฑlar iรงin daha dรผลŸรผk gรผven katsayฤฑsฤฑna sahip baฤŸlamlarฤฑ รงapraz kontrol edin.\n + 7. Uygun olduฤŸunda, bilgiyi kaynak dosya veya bรถlรผme dolaylฤฑ olarak atfedin. ร–rneฤŸin: Yรถnetmeliklerde belirtildiฤŸi gibi... veya SaฤŸlanan rapora gรถre... ifadelerini kullanฤฑn, ancak sorguda aรงฤฑkรงa istenmediฤŸi sรผrece baฤŸlam penceresi veya dosya adฤฑnฤฑ doฤŸrudan belirtmeyin.\n + 8. ร‡eliลŸkili bilgiler bulunursa: ร‡eliลŸkiyi ve kaynaฤŸฤฑnฤฑ aรงฤฑkรงa belirtin. Olasฤฑ รงรถzรผm yollarฤฑnฤฑ, aรงฤฑklamalarฤฑ veya farklฤฑlฤฑklarฤฑ aรงฤฑklayabilecek faktรถrleri (รถrneฤŸin, farklฤฑ veri kaynaklarฤฑ, gรผncellemeler veya yorumlar) รถnerin.\n + + ฤฐlgili Bilgilerin ร‡ฤฑkarฤฑlmasฤฑ:\n + Kullanฤฑcฤฑnฤฑn sorgusunda istenen belirli bilgileri belirlemek iรงin dikkatlice analiz yapฤฑn.\n + DoฤŸruluk iรงin daha yรผksek gรผven seviyelerine sahip baฤŸlamlara รถncelik vererek tรผm ilgili baฤŸlam pencerelerini kullanฤฑn.\n + Sorgu belirli bir dosyayฤฑ referans alฤฑyorsa, yalnฤฑzca belirtilen dosya(lar)dan bilgi รงฤฑkarฤฑn.\n + Sorgu herhangi bir dosya belirtmiyorsa, mevcut tรผm dosyalardan bilgileri birleลŸtirin.\n + BaฤŸlam birden fazla dosyada tutarlฤฑ bilgiler iรงeriyorsa, verileri birleลŸtirin ve tutarlฤฑlฤฑฤŸฤฑ belirtin.\n + BaฤŸlam รงeliลŸkili bilgiler iรงeriyorsa: ร‡eliลŸkileri vurgulayฤฑn, kaynaklarฤฑnฤฑ belirtin ve nasฤฑl farklฤฑlฤฑk gรถsterdiklerini aรงฤฑklayฤฑn.\n + BaฤŸlam benzer veya farklฤฑ bilgiler iรงeriyorsa, farklฤฑlฤฑklarฤฑ veya benzerlikleri รถzetleyin ve bunlarฤฑ sorguyla iliลŸkilendirin.\n + Yanฤฑtฤฑnฤฑzฤฑ daha iyi okunabilirlik iรงin madde iลŸaretleri veya konuya dayalฤฑ bรถlรผmler kullanarak sunun.\n + Netlik ve รถzlรผlรผฤŸe รถncelik verin. KarmaลŸฤฑk sorgular iรงin alt baลŸlฤฑklar veya kategoriler kullanฤฑn.\n + Gerekli bilgi baฤŸlamda bulunmuyorsa, bunu aรงฤฑkรงa belirtin ve mรผmkรผnse รถneriler veya aรงฤฑklamalar sunun.\n + Yanฤฑtta gรผven katsayฤฑsฤฑnฤฑ belirtmeyin.\n + + AลŸaฤŸฤฑdaki formata *kesinlikle* uygun ลŸekilde yanฤฑt verin:\n + + [header]Bรถlรผm Adฤฑ[/header]\n + GerektiฤŸinde [bold]kalฤฑn terimler[/bold] ile iรงerik. Maddeler iรงin ลŸu format kullanฤฑlmalฤฑ:\n + - Ana madde\n + - Alt madde\n + - Daha alt madde\n + + [header]DiฤŸer Bรถlรผm Adฤฑ[/header]\n + GerektiฤŸinde [bold]kalฤฑn terimler[/bold] ile iรงerik\n + - Ana madde\n + - Alt madde\n + - Daha alt madde\n + + Kurallar:\n + 1. Her ana bรถlรผm [header]...[/header] ile baลŸlamalฤฑ\n + 2. ร–nemli terimler veya vurgulamalar iรงin [bold]...[/bold] kullanฤฑn\n + 3. Bรถlรผm baลŸlฤฑklarฤฑ ลŸunlardan biri olmalฤฑ: Tanฤฑm, Amaรง, Temel ร–zellikler, ฤฐลŸleyiลŸ, BaฤŸlam\n + 4. Tรผm liste maddeleri iรงin tek tire (-) kullanฤฑn\n + 5. Alt maddelerde tam olarak 2 boลŸluk ile girintileme yapฤฑn\n + 6. Ana bรถlรผmler arasฤฑnda bir boลŸ satฤฑr bฤฑrakฤฑn\n + 7. BaลŸka liste iลŸaretleri kullanmayฤฑn (nokta, sayฤฑ vb.)\n + 8. Yanฤฑt boyunca tutarlฤฑ girintileme kullanฤฑn\n + + BaฤŸlam Pencereleri:\n + {context}\n + + Kullanฤฑcฤฑ Sorgusu:\n + {query}\n + " + + KarลŸฤฑlaลŸtฤฑrma: + - id: comp_tr_001 + text: " + Gรถreviniz verilen baฤŸlam pencerelerini analiz etmek, kullanฤฑcฤฑnฤฑn sorgusuna gรถre ilgili verileri รงฤฑkarmak ve yanฤฑtฤฑnฤฑzฤฑ geliลŸtirmek iรงin dosya bilgilerini kullanmaktฤฑr. Birincil amacฤฑnฤฑz, yalnฤฑzca baฤŸlam penceresinde saฤŸlanan bilgileri kullanarak kapsamlฤฑ, yapฤฑlandฤฑrฤฑlmฤฑลŸ ve kullanฤฑcฤฑ dostu bir yanฤฑt sunmaktฤฑr.\n + + Talimatlar:\n + Size, her biri birkaรง cรผmle ve ลŸu iki meta veriyi iรงeren baฤŸlam pencereleri saฤŸlanacaktฤฑr:\n + Dosya: Her baฤŸlamฤฑn kaynaฤŸฤฑnฤฑ belirtir.\n + Gรผven katsayฤฑsฤฑ: 0 ile 1 arasฤฑnda bir sayฤฑ olup, baฤŸlamฤฑn รถncelik seviyesini ifade eder (daha yรผksek sayฤฑlar daha yรผksek รถncelik anlamฤฑna gelir).\n + + 1. Benzerlikleri ve farklฤฑlฤฑklarฤฑ vurgulamak iรงin baฤŸlamdan ilgili detaylarฤฑ รงฤฑkarฤฑn ve karลŸฤฑlaลŸtฤฑrฤฑn.\n + 2. ร‡eliลŸkili bilgiler bulunursa, bu รงeliลŸkileri belirtin ve kaynaklarฤฑnฤฑ aรงฤฑklayฤฑn.\n + 3. Ayrฤฑmlarฤฑ veya paralellikleri, [header]Benzerlikler[/header] ve [header]Farklฤฑlฤฑklar[/header] gibi baลŸlฤฑklar kullanarak yapฤฑlandฤฑrฤฑlmฤฑลŸ bir formatta sunun.\n + 4. ร‡ฤฑkarฤฑlan bilgilerin kullanฤฑcฤฑnฤฑn sorgusuyla nasฤฑl iliลŸkili olduฤŸunu net bir ลŸekilde aรงฤฑklayฤฑn.\n + 5. EฤŸer baฤŸlamlar arasฤฑnda tutarlฤฑ bilgiler bulunuyorsa, bunlarฤฑ [header]Benzerlikler[/header] bรถlรผmรผnde รถzetleyin. ร‡eliลŸkili bilgiler iรงin: ร‡eliลŸen noktalarฤฑ [header]Farklฤฑlฤฑklar[/header] baลŸlฤฑฤŸฤฑ altฤฑnda belirtin. ร‡eliลŸkileri ilgili kaynaklarฤฑna atfedin ve bunlarฤฑn etkisini aรงฤฑklayฤฑn.\n + 6. Birden fazla รถzelliฤŸi kapsayan karลŸฤฑlaลŸtฤฑrmalar iรงin, verileri [bold]tablo formatฤฑnda[/bold] veya yapฤฑlandฤฑrฤฑlmฤฑลŸ listeler halinde dรผzenleyin. Her bir satฤฑr veya madde iลŸareti bir รถzelliฤŸi temsil etmelidir.\n + 7. Gerekli karลŸฤฑlaลŸtฤฑrma verileri eksikse, bunu [header]Eksik Bilgiler[/header] baลŸlฤฑฤŸฤฑ altฤฑnda aรงฤฑkรงa belirtin. Sorgunun nasฤฑl iyileลŸtirilebileceฤŸine dair รถnerilerde bulunun veya baฤŸlamdaki eksikliklere iลŸaret edin.\n + 8. Ayrฤฑntฤฑlฤฑ veya hiyerarลŸik karลŸฤฑlaลŸtฤฑrmalarฤฑ iรงeren sorgular iรงin: Genel farklฤฑlฤฑklar veya benzerlikler iรงin bir ana bรถlรผm kullanฤฑn. Daha ayrฤฑntฤฑlฤฑ noktalar iรงin iรง iรงe geรงmiลŸ bรถlรผmler ekleyin.\n + + ฤฐlgili Bilgilerin ร‡ฤฑkarฤฑlmasฤฑ:\n + Kullanฤฑcฤฑnฤฑn sorgusunda istenen belirli bilgileri belirlemek iรงin dikkatlice analiz yapฤฑn.\n + DoฤŸruluk iรงin daha yรผksek gรผven seviyelerine sahip baฤŸlamlara รถncelik vererek tรผm ilgili baฤŸlam pencerelerini kullanฤฑn.\n + Sorgu belirli bir dosyayฤฑ referans alฤฑyorsa, yalnฤฑzca belirtilen dosya(lar)dan bilgi รงฤฑkarฤฑn.\n + Sorgu herhangi bir dosya belirtmiyorsa, mevcut tรผm dosyalardan bilgileri birleลŸtirin.\n + BaฤŸlam birden fazla dosyada tutarlฤฑ bilgiler iรงeriyorsa, verileri birleลŸtirin ve tutarlฤฑlฤฑฤŸฤฑ belirtin.\n + BaฤŸlam รงeliลŸkili bilgiler iรงeriyorsa: ร‡eliลŸkileri vurgulayฤฑn, kaynaklarฤฑnฤฑ belirtin ve nasฤฑl farklฤฑlฤฑk gรถsterdiklerini aรงฤฑklayฤฑn.\n + BaฤŸlam benzer veya farklฤฑ bilgiler iรงeriyorsa, farklฤฑlฤฑklarฤฑ veya benzerlikleri รถzetleyin ve bunlarฤฑ sorguyla iliลŸkilendirin.\n + Yanฤฑtฤฑnฤฑzฤฑ daha iyi okunabilirlik iรงin madde iลŸaretleri veya konuya dayalฤฑ bรถlรผmler kullanarak sunun.\n + Netlik ve รถzlรผlรผฤŸe รถncelik verin. KarmaลŸฤฑk sorgular iรงin alt baลŸlฤฑklar veya kategoriler kullanฤฑn.\n + Gerekli bilgi baฤŸlamda bulunmuyorsa, bunu aรงฤฑkรงa belirtin ve mรผmkรผnse รถneriler veya aรงฤฑklamalar sunun.\n + Yanฤฑtta gรผven katsayฤฑsฤฑnฤฑ belirtmeyin.\n + + AลŸaฤŸฤฑdaki formata *kesinlikle* uygun ลŸekilde yanฤฑt verin:\n + + [header]Bรถlรผm Adฤฑ[/header]\n + GerektiฤŸinde [bold]kalฤฑn terimler[/bold] ile iรงerik. Maddeler iรงin ลŸu format kullanฤฑlmalฤฑ:\n + - Ana madde\n + - Alt madde\n + - Daha alt madde\n + + [header]DiฤŸer Bรถlรผm Adฤฑ[/header]\n + GerektiฤŸinde [bold]kalฤฑn terimler[/bold] ile iรงerik\n + - Ana madde\n + - Alt madde\n + - Daha alt madde\n + + Kurallar:\n + 1. Her ana bรถlรผm [header]...[/header] ile baลŸlamalฤฑ\n + 2. ร–nemli terimler veya vurgulamalar iรงin [bold]...[/bold] kullanฤฑn\n + 3. Bรถlรผm baลŸlฤฑklarฤฑ ลŸunlardan biri olmalฤฑ: Tanฤฑm, Amaรง, Temel ร–zellikler, ฤฐลŸleyiลŸ, BaฤŸlam\n + 4. Tรผm liste maddeleri iรงin tek tire (-) kullanฤฑn\n + 5. Alt maddelerde tam olarak 2 boลŸluk ile girintileme yapฤฑn\n + 6. Ana bรถlรผmler arasฤฑnda bir boลŸ satฤฑr bฤฑrakฤฑn\n + 7. BaลŸka liste iลŸaretleri kullanmayฤฑn (nokta, sayฤฑ vb.)\n + 8. Yanฤฑt boyunca tutarlฤฑ girintileme kullanฤฑn\n + + BaฤŸlam Pencereleri:\n + {context}\n + + Kullanฤฑcฤฑ Sorgusu:\n + {query}\n + " + + ร–zetleme: + - id: sum_tr_001 + text: " + Gรถreviniz verilen baฤŸlam pencerelerini analiz etmek, kullanฤฑcฤฑnฤฑn sorgusuna gรถre ilgili verileri รงฤฑkarmak ve yanฤฑtฤฑnฤฑzฤฑ geliลŸtirmek iรงin dosya bilgilerini kullanmaktฤฑr. Birincil amacฤฑnฤฑz, yalnฤฑzca baฤŸlam penceresinde saฤŸlanan bilgileri kullanarak kapsamlฤฑ, yapฤฑlandฤฑrฤฑlmฤฑลŸ ve kullanฤฑcฤฑ dostu bir yanฤฑt sunmaktฤฑr.\n + + Talimatlar:\n + Size, her biri birkaรง cรผmle ve ลŸu iki meta veriyi iรงeren baฤŸlam pencereleri saฤŸlanacaktฤฑr:\n + Dosya: Her baฤŸlamฤฑn kaynaฤŸฤฑnฤฑ belirtir.\n + Gรผven katsayฤฑsฤฑ: 0 ile 1 arasฤฑnda bir sayฤฑ olup, baฤŸlamฤฑn รถncelik seviyesini ifade eder (daha yรผksek sayฤฑlar daha yรผksek รถncelik anlamฤฑna gelir).\n + + 1. Sorgu ile ilgili baฤŸlamdan anahtar noktalarฤฑ veya temel fikirleri belirleyin ve รงฤฑkarฤฑn.\n + 2. Netlik iรงin madde iลŸaretleri veya kategoriler kullanarak kฤฑsa ve iyi yapฤฑlandฤฑrฤฑlmฤฑลŸ bir รถzet oluลŸturun.\n + 3. Genel temalarฤฑ vurgulayฤฑn ve gereksiz ayrฤฑntฤฑlara yer vermeden genel bir bakฤฑลŸ saฤŸlayฤฑn.\n + 4. Tekrarlamalarฤฑ รถnlemek iรงin baฤŸlamlar arasฤฑndaki tutarlฤฑ bilgileri birleลŸtirin.\n + 5. EฤŸer sorgu belirli bir odak alanฤฑ (รถrneฤŸin, bir bรถlรผm, dosya veya tema) belirtiyorsa, yalnฤฑzca bu odakla ilgili iรงeriฤŸi รถzetlemeye รถncelik verin. Herhangi bir odak belirtilmemiลŸse, en kritik ve tekrar eden temalarฤฑ veya noktalarฤฑ vurgulayฤฑn.\n + 6. Uygun olduฤŸunda, baฤŸlamdan kฤฑsa รถrnekler veya belirli detaylarla ana fikirleri aรงฤฑklayฤฑn. ร–rnekleri kฤฑsa ve ilgili tutun.\n + 7. BaฤŸlamda รงeliลŸkiler varsa: Her iki bakฤฑลŸ aรงฤฑsฤฑnฤฑ da kฤฑsaca รถzetleyin. ร‡eliลŸkiyi aรงฤฑkรงa belirtin ve bunun sorguyla nasฤฑl iliลŸkili olduฤŸunu aรงฤฑklayฤฑn.\n + 8. ร–zet, sorgu tarafฤฑndan aรงฤฑkรงa talep edilmedikรงe 200 kelimeyi aลŸmamalฤฑdฤฑr. EฤŸer gerekli detaylar bu sฤฑnฤฑrฤฑ aลŸarsa, รถncelikli veya hiyerarลŸik bir genel bakฤฑลŸ saฤŸlayฤฑn.\n + + ฤฐlgili Bilgilerin ร‡ฤฑkarฤฑlmasฤฑ:\n + Kullanฤฑcฤฑnฤฑn sorgusunda istenen belirli bilgileri belirlemek iรงin dikkatlice analiz yapฤฑn.\n + DoฤŸruluk iรงin daha yรผksek gรผven seviyelerine sahip baฤŸlamlara รถncelik vererek tรผm ilgili baฤŸlam pencerelerini kullanฤฑn.\n + Sorgu belirli bir dosyayฤฑ referans alฤฑyorsa, yalnฤฑzca belirtilen dosya(lar)dan bilgi รงฤฑkarฤฑn.\n + Sorgu herhangi bir dosya belirtmiyorsa, mevcut tรผm dosyalardan bilgileri birleลŸtirin.\n + BaฤŸlam birden fazla dosyada tutarlฤฑ bilgiler iรงeriyorsa, verileri birleลŸtirin ve tutarlฤฑlฤฑฤŸฤฑ belirtin.\n + BaฤŸlam รงeliลŸkili bilgiler iรงeriyorsa: ร‡eliลŸkileri vurgulayฤฑn, kaynaklarฤฑnฤฑ belirtin ve nasฤฑl farklฤฑlฤฑk gรถsterdiklerini aรงฤฑklayฤฑn.\n + BaฤŸlam benzer veya farklฤฑ bilgiler iรงeriyorsa, farklฤฑlฤฑklarฤฑ veya benzerlikleri รถzetleyin ve bunlarฤฑ sorguyla iliลŸkilendirin.\n + Yanฤฑtฤฑnฤฑzฤฑ daha iyi okunabilirlik iรงin madde iลŸaretleri veya konuya dayalฤฑ bรถlรผmler kullanarak sunun.\n + Netlik ve รถzlรผlรผฤŸe รถncelik verin. KarmaลŸฤฑk sorgular iรงin alt baลŸlฤฑklar veya kategoriler kullanฤฑn.\n + Gerekli bilgi baฤŸlamda bulunmuyorsa, bunu aรงฤฑkรงa belirtin ve mรผmkรผnse รถneriler veya aรงฤฑklamalar sunun.\n + Yanฤฑtta gรผven katsayฤฑsฤฑnฤฑ belirtmeyin.\n + + AลŸaฤŸฤฑdaki formata *kesinlikle* uygun ลŸekilde yanฤฑt verin:\n + + [header]Bรถlรผm Adฤฑ[/header]\n + GerektiฤŸinde [bold]kalฤฑn terimler[/bold] ile iรงerik. Maddeler iรงin ลŸu format kullanฤฑlmalฤฑ:\n + - Ana madde\n + - Alt madde\n + - Daha alt madde\n + + [header]DiฤŸer Bรถlรผm Adฤฑ[/header]\n + GerektiฤŸinde [bold]kalฤฑn terimler[/bold] ile iรงerik\n + - Ana madde\n + - Alt madde\n + - Daha alt madde\n + + Kurallar:\n + 1. Her ana bรถlรผm [header]...[/header] ile baลŸlamalฤฑ\n + 2. ร–nemli terimler veya vurgulamalar iรงin [bold]...[/bold] kullanฤฑn\n + 3. Bรถlรผm baลŸlฤฑklarฤฑ ลŸunlardan biri olmalฤฑ: Tanฤฑm, Amaรง, Temel ร–zellikler, ฤฐลŸleyiลŸ, BaฤŸlam\n + 4. Tรผm liste maddeleri iรงin tek tire (-) kullanฤฑn\n + 5. Alt maddelerde tam olarak 2 boลŸluk ile girintileme yapฤฑn\n + 6. Ana bรถlรผmler arasฤฑnda bir boลŸ satฤฑr bฤฑrakฤฑn\n + 7. BaลŸka liste iลŸaretleri kullanmayฤฑn (nokta, sayฤฑ vb.)\n + 8. Yanฤฑt boyunca tutarlฤฑ girintileme kullanฤฑn\n + + BaฤŸlam Pencereleri:\n + {context}\n + + Kullanฤฑcฤฑ Sorgusu:\n + {query}\n + " + + queries: + - id: query_tr_001 + text: " + Gรถrev: Analiz Et, Dรผzelt ve ฤฐlgili Sorular & Cevaplar OluลŸtur.\n + + Talimatlar:\n + Kullanฤฑcฤฑ sorgusu size verilmiลŸtir.\n + ร–ncelikle Kullanฤฑcฤฑ sorusunu kontrol edin. EฤŸer anlamsฤฑzsa, boลŸ bir string '' dรถndรผrรผn. Anlamlฤฑysa, ลŸu iลŸlemleri yapฤฑn:\n + Herhangi bir yazฤฑm veya dilbilgisi hatasฤฑ olup olmadฤฑฤŸฤฑnฤฑ kontrol edin ve dรผzeltilmiลŸ soruyu รงฤฑktฤฑdaki ilk soru olarak dรถndรผrรผn.\n + Ardฤฑndan, DรผzeltmiลŸ soruyla aynฤฑ anlamฤฑ koruyan 3 semantik olarak benzer sorgu oluลŸturun.\n + Orijinal soruyu farklฤฑ aรงฤฑlardan ele alan, ancak yine de ilgili kalan 3 farklฤฑ soru oluลŸturun.\n + Son 3 soruya, her biri 1-2 cรผmlelik kฤฑsa cevaplarla yanฤฑt verin.\n + Ardฤฑndan dรผzeltilmiลŸ kullanฤฑcฤฑ sorgusunu analiz edin ve niyetini belirleyin. Niyet listesi, anahtar kelimeler ve รถrnekler aลŸaฤŸฤฑda verilmiลŸtir. EฤŸer niyet tam olarak anlaลŸฤฑlmaz ise boลŸ bir string '' dรถndรผr.\n + + Olasฤฑ niyetler:\n + 1. Bilgi Edinme: Gerรงek bilgileri, tanฤฑmlarฤฑ veya aรงฤฑklamalarฤฑ รถฤŸrenme talebi.\n + Niyet Anahtar Kelimeleri: Ne, tanฤฑmla, aรงฤฑkla, detaylar, belirt, kim, neden, nasฤฑl.\n + Niyet ร–rnekleri: Bu kuralฤฑ ihlal etmenin cezasฤฑ nedir? โ†’ Bilgilendirme\n + 2. ร–zetleme: KarmaลŸฤฑk bilgilerin kฤฑsa bir รถzetini isteme.\n + Niyet Anahtar Kelimeleri: ร–zetle, genel bakฤฑลŸ, ana noktalar, temel fikirler, kฤฑsa, รถz, basitleลŸtir.\n + Niyet ร–rnekleri: Bu belgenin ana noktalarฤฑnฤฑ รถzetleyebilir misiniz? โ†’ ร–zetleme\n + 3. KarลŸฤฑlaลŸtฤฑrma: Seรงenekleri, yรถntemleri veya teknolojileri deฤŸerlendirme.\n + Niyet Anahtar Kelimeleri: KarลŸฤฑlaลŸtฤฑr, fark, benzerlik, karลŸฤฑlaลŸtฤฑrma, daha iyi, alternatif, artฤฑlar ve eksiler.\n + Niyet ร–rnekleri: Bu iki yรถntemin faydalarฤฑnฤฑ karลŸฤฑlaลŸtฤฑrฤฑn. โ†’ KarลŸฤฑlaลŸtฤฑrma\n + + ร‡ฤฑktฤฑyฤฑ **kesinlikle** ลŸu formatta dรถndรผrรผn:\n + [dรผzeltilmiลŸ sorgu]\n + [birinci semantik olarak benzer sorgu]\n + [ikinci semantik olarak benzer sorgu]\n + [รผรงรผncรผ semantik olarak benzer sorgu]\n + [birinci farklฤฑ-aรงฤฑdan soru]\n + [ikinci farklฤฑ-aรงฤฑdan soru]\n + [รผรงรผncรผ farklฤฑ-aรงฤฑdan soru]\n + [birinci farklฤฑ-aรงฤฑdan cevap]\n + [ikinci farklฤฑ-aรงฤฑdan cevap]\n + [รผรงรผncรผ farklฤฑ-aรงฤฑdan cevap]\n + [kullanฤฑcฤฑ niyeti]\n + + Kullanฤฑcฤฑ Sorgusu: {query}\n + + ร–rnek:\n + Kullanฤฑcฤฑ sorgusu: Retrieval-augmented generation yapay zeka sistemlerinde nasฤฑl รงalฤฑลŸฤฑr?\n + + ร‡ฤฑktฤฑ:\n + Retrieval-augmented generation yapay zeka sistemlerinde nasฤฑl รงalฤฑลŸฤฑr?\n + Retrieval-augmented generation sรผreci yapay zekada nasฤฑl iลŸler?\n + RAG, yapay zeka sistemlerine bilgi getirme ve oluลŸturma konusunda nasฤฑl yardฤฑmcฤฑ olur?\n + Retrieval-augmented generation yapay zeka uygulamalarฤฑnda nasฤฑl iลŸlev gรถrรผr?\n + RAG kullanmanฤฑn yapay zeka iรงin temel avantajlarฤฑ nelerdir?\n + RAG, geleneksel makine รถฤŸrenimi modellerinden nasฤฑl farklฤฑdฤฑr?\n + RAGโ€™in uygulanmasฤฑnda karลŸฤฑlaลŸฤฑlan zorluklar nelerdir?\n + RAG, yapay zekayฤฑ dฤฑลŸ verileri getirerek daha doฤŸru yanฤฑtlar saฤŸlamada geliลŸtirir.\n + RAG, geleneksel modellerden farklฤฑ olarak รงฤฑkarฤฑm sฤฑrasฤฑnda harici bilgilere eriลŸim saฤŸlar.\n + BaลŸlฤฑca zorluklar arasฤฑnda getirme gecikmesi, getirilen verilerin uygunluฤŸu ve bilgilerin gรผncel tutulmasฤฑ yer alฤฑr.\n + Bilgi Edinme\n + + Kullanฤฑcฤฑ sorusu: {query}\n + " + +metadata: + version: "1.0" + description: "Prompt type storages with language groups" \ No newline at end of file diff --git a/doclink/doclink/templates/app.html b/doclink/doclink/templates/app.html new file mode 100644 index 0000000..5dc3cae --- /dev/null +++ b/doclink/doclink/templates/app.html @@ -0,0 +1,409 @@ + + + + + + + + + + + Doclink + + + + + + + + + + + + + + + +
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+ + + diff --git a/doclink/doclink/tests/__init__.py b/doclink/doclink/tests/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/doclink/doclink/tests/test_redis_connection.py b/doclink/doclink/tests/test_redis_connection.py new file mode 100644 index 0000000..59d921e --- /dev/null +++ b/doclink/doclink/tests/test_redis_connection.py @@ -0,0 +1,124 @@ +# tests/integration/test_redis_connection.py +import pytest +from app.redis_manager import RedisManager +import numpy as np + + +class TestRedisConnection: + @pytest.fixture(scope="class") + def redis_manager(self): + """Fixture to provide Redis manager instance""" + return RedisManager() + + @pytest.fixture(scope="function") + def cleanup(self, redis_manager): + """Fixture to cleanup after each test""" + yield + test_keys = redis_manager.client.keys("test:*") + if test_keys: + redis_manager.client.delete(*test_keys) + + def test_connection(self, redis_manager): + """Test basic Redis connection""" + assert redis_manager.is_connected(), "Redis connection failed" + + def test_basic_operations(self, redis_manager, cleanup): + """Test basic Redis operations with simple data""" + test_data = {"string": "value", "number": 42} + + # Test set operation + assert redis_manager.set_data("test:basic", test_data), "Failed to set data" + + # Test get operation + retrieved_data = redis_manager.get_data("test:basic") + assert retrieved_data == test_data, "Retrieved data doesn't match original" + + # Test delete operation + assert redis_manager.delete_data("test:basic"), "Failed to delete data" + assert ( + redis_manager.get_data("test:basic") is None + ), "Data still exists after deletion" + + def test_complex_data_operations(self, redis_manager, cleanup): + """Test Redis operations with complex data structures""" + test_data = { + "array": np.array([1, 2, 3]), + "nested": {"dict": {"a": 1}, "list": [1, 2, 3], "tuple": (4, 5, 6)}, + } + + # Test set operation + assert redis_manager.set_data( + "test:complex", test_data + ), "Failed to set complex data" + + # Test get operation + retrieved_data = redis_manager.get_data("test:complex") + assert isinstance( + retrieved_data["array"], np.ndarray + ), "NumPy array not preserved" + assert np.array_equal( + retrieved_data["array"], test_data["array"] + ), "NumPy array data mismatch" + assert ( + retrieved_data["nested"] == test_data["nested"] + ), "Nested structure mismatch" + + def test_expiry(self, redis_manager, cleanup): + """Test data expiration""" + import time + + test_data = {"test": "value"} + + # Set data with 1 second expiry + assert redis_manager.set_data( + "test:expiry", test_data, expiry=1 + ), "Failed to set data with expiry" + + # Verify data exists + assert ( + redis_manager.get_data("test:expiry") is not None + ), "Data not set properly" + + # Wait for expiration + time.sleep(1.1) + + # Verify data has expired + assert redis_manager.get_data("test:expiry") is None, "Data did not expire" + + def test_concurrent_access(self, redis_manager, cleanup): + """Test concurrent access to Redis""" + import threading + + def worker(worker_id: int): + for i in range(10): + key = f"test:concurrent:{worker_id}:{i}" + data = {"worker": worker_id, "iteration": i} + assert redis_manager.set_data(key, data) + retrieved = redis_manager.get_data(key) + assert retrieved == data + + threads = [threading.Thread(target=worker, args=(i,)) for i in range(5)] + for t in threads: + t.start() + for t in threads: + t.join() + + def test_performance(self, redis_manager, cleanup): + """Test performance of Redis operations""" + import time + + # Test write performance + start_time = time.time() + for i in range(1000): + redis_manager.set_data(f"test:perf:write:{i}", {"data": i}) + write_time = time.time() - start_time + + # Test read performance + start_time = time.time() + for i in range(1000): + redis_manager.get_data(f"test:perf:write:{i}") + read_time = time.time() - start_time + + # Assert reasonable performance (adjust thresholds as needed) + assert write_time < 5.0, f"Write performance too slow: {write_time:.2f}s" + assert read_time < 5.0, f"Read performance too slow: {read_time:.2f}s" diff --git a/doclink/filelist.txt b/doclink/filelist.txt new file mode 100644 index 0000000..fbc9c9f --- /dev/null +++ b/doclink/filelist.txt @@ -0,0 +1,28 @@ +./app/functions/chatbot_functions.py +./app/functions/scraping_functions.py +./app/functions/embedding_functions.py +./app/functions/indexing_functions.py +./app/functions/reading_functions.py +./app/functions/export_functions.py +./app/test_db_conn.py +./app/main_dev.py +./app/api/core.py +./app/api/endpoints.py +./app/db/database.ini +./app/db/sql/database_reset.sql +./app/db/sql/table_initialize.sql +./app/db/database.py +./app/db/config.py +./app/static/favicon/site.webmanifest +./app/static/js/app-api.js +./app/static/js/app.js +./app/static/css/app.css +./app/redis_manager.py +./app/utils/prompts.yaml +./app/main_prod.py +./.env +./templates/bkup_app.html +./templates/app.html +./templates/index.html +./test_user_info.sh +./tests/test_redis_connection.py diff --git a/doclink/hold/README.md b/doclink/hold/README.md new file mode 100644 index 0000000..6f06d0c --- /dev/null +++ b/doclink/hold/README.md @@ -0,0 +1,109 @@ +# ๐Ÿ”— Doclink.io +Doclink is an AI document assistant that transforms how you interact with your documents. Upload your files, create custom folders, and ask questions to quickly retrieve relevant information across your entire document collection. Doclink connects related information between documents, making complex data analysis simple and intuitive. +We're on the early stage. And want to help everyone on their information processing. Thus, you can use doclink completely for free plus all of our implementation is open source. + +## โœจ Features + +- **๐Ÿ“Š Custom Knowledge Bases**: Create and organize multiple document collections for different topics or projects +- **๐Ÿ“‘ Multi-Format Support**: Upload and analyze PDF, DOCX, XLSX, PPTX, TXT, and web content +- **๐Ÿ” Intelligent Search**: Ask questions in natural language and get precise answers from your documents +- **๐Ÿง  Context-Aware Responses**: AI understands the relationships between your documents for comprehensive answers +- **๐Ÿ“Œ Source Citations**: Every answer includes references to specific document sources for easy verification +- **๐ŸŒ Web Interface**: Intuitive, responsive design works across all devices +- **๐Ÿ”’ Secure Authentication**: Google authentication ensures your document library remains private + +## ๐Ÿš€ Get Started + +1. **Sign Up**: Create an account using your google account on doclink.io +2. **Create a Folder**: Organize your documents into custom folders +3. **Upload Documents**: Add PDFs, Word documents, excel tables, and more +4. **Ask Questions**: Just ask to get information +5. **Analyze Responses**: Review AI-generated answers with source references +6. **Export Insights**: Save and share your findings + +# ๐Ÿ› ๏ธ Tech Stack + +We have a very lean tech stack. We mostly trust our from scratch RAG implementation and RAG understanding. On every benchmark, we have 95% relevancy level on our answers. +We're not very experienced web developers. But we trust our AI & RAG implementation. + +## ๐Ÿ–ฅ๏ธ Frontend +- Next.js +- Bootstrap & Custom CSS +- JavaScript + +## ๐Ÿ”ง Backend +- FastAPI +- PostgreSQL +- Redis + +## ๐Ÿง  AI & RAG +- OpenAI: Embeddings and answer generation +- FAISS: Semantic search + +## ๐Ÿ“ Document Processing +- PyMuPDF/Fitz: PDF processing and content extraction +- Docx/XLSX Processing: Support for Microsoft Office document formats +- Web Scraping: Ability to process and index web content + +# ๐Ÿ” RAG Implementation + +## ๐Ÿ“Š Relational Database Approach + +Doclink implements a custom Retrieval-Augmented Generation (RAG) system using PostgreSQL rather than specialized vector databases. This unique approach offers several advantages: + +- **๐Ÿงฉ Simplicity**: Using a single PostgreSQL database for both document metadata and embeddings simplifies the architecture and maintenance +- **๐Ÿ’ฐ Cost Efficiency**: Eliminates the need for additional vector database services or infrastructure +- **โš™๏ธ Flexibility**: Allows for complex queries that combine traditional SQL filtering with vector similarity search + +## ๐Ÿ—๏ธ How It Works + +Our RAG implementation functions through several key components: + +1. **๐Ÿ“„ Document Processing**: Documents are processed, split into meaningful chunks, and transformed into embeddings using OpenAI's embedding models +2. **๐Ÿ’พ Storage**: These embeddings are stored in PostgreSQL using the `BYTEA` data type, alongside document metadata and user information +3. **๐Ÿ”Ž Retrieval**: When a query is submitted, it's converted to an embedding and similarity search is performed against stored document embeddings +4. **๐Ÿง  Context Building**: The most relevant document chunks are assembled into a context window using custom logic that considers: + - Semantic relevance scores + - Document structure (headers, paragraphs, tables) + - User-selected file filters +5. **โœ๏ธ Response Generation**: The retrieved context is sent to the language model along with the original query to generate accurate, contextually relevant responses + +## ๐Ÿ” Security Layer + +Unlike many RAG implementations, Doclink adds an encryption layer to stored document content: + +- **๐Ÿ”’ AES-GCM Encryption**: Document content is encrypted before storage, with each file having a unique authentication tag +- **๐Ÿ”‘ Secure Decryption**: Content is only decrypted when needed for response generation +- **๐Ÿ›ก๏ธ Privacy Preservation**: Original document content remains protected even if the database is compromised + +This approach combines the power of modern vector search techniques with the reliability and familiarity of relational databases, creating a robust, secure, and maintainable RAG system. + +This architecture enables Doclink to securely handle document processing, embedding generation, and sophisticated question-answering capabilities while maintaining a responsive user experience. + +# ๐Ÿ‘ฅ Contributing + +We welcome contributions to Doclink! If you need a specific update, please open an issue we will be on it. +If you want to be part of our team, please reach us. + +# ๐Ÿ™ Acknowledgments + +Doclink stands on the shoulders of giants. We'd like to acknowledge the following projects and libraries that make our work possible: + +- **OpenAI** - For their powerful language models and embeddings +- **PyMuPDF (Fitz)** - Document processing library, licensed under GNU GPL v3 +- **FAISS** - Efficient similarity search library from Facebook Research +- **FastAPI** - Modern, fast web framework for building APIs +- **PostgreSQL** - Robust, open-source relational database +- **Next.js** - React framework for production-grade web applications +- **Spacy** - Industrial-strength natural language processing +- **Redis** - In-memory data structure store +- **Bootstrap** - Front-end framework for responsive web design + +Special thanks to: +- All contributors who have invested their time and expertise +- The open-source community for continued inspiration and support +- Our users for valuable feedback and suggestions + +# ๐Ÿ“œ License + +Doclink is released under the MIT License. diff --git a/doclink/hold/requirements.txt b/doclink/hold/requirements.txt new file mode 100644 index 0000000..153a0e3 --- /dev/null +++ b/doclink/hold/requirements.txt @@ -0,0 +1,194 @@ +annotated-types==0.7.0 +anyio==4.6.2.post1 +appdirs==1.4.4 +async-timeout==5.0.1 +attrs==24.2.0 +autoflake==2.3.1 +bcrypt==4.2.0 +beautifulsoup4==4.12.3 +blis==0.7.11 +bs4==0.0.2 +cachetools==5.5.0 +catalogue==2.0.10 +certifi==2024.8.30 +cffi==1.17.1 +chardet==5.2.0 +charset-normalizer==3.4.0 +click==8.1.7 +cloudpathlib==0.20.0 +confection==0.1.5 +cryptography==44.0.0 +cssselect==1.2.0 +cymem==2.0.8 +deepsearch-glm==1.0.0 +dill==0.3.9 +distro==1.9.0 +docling==2.10.0 +docling-core==2.9.0 +docling-ibm-models==2.0.7 +docling-parse==3.0.0 +easyocr==1.7.2 +ecdsa==0.19.0 +en-core-web-sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.7.1/en_core_web_sm-3.7.1-py3-none-any.whl#sha256=86cc141f63942d4b2c5fcee06630fd6f904788d2f0ab005cce45aadb8fb73889 +et_xmlfile==2.0.0 +exceptiongroup==1.2.2 +faiss-cpu==1.8.0.post1 +fake-useragent==2.0.3 +fastapi==0.112.1 +filelock==3.16.1 +filetype==1.2.0 +fsspec==2024.10.0 +google-api-core==2.24.1 +google-api-python-client==2.160.0 +google-auth==2.37.0 +google-auth-httplib2==0.2.0 +google-auth-oauthlib==1.2.1 +googleapis-common-protos==1.66.0 +h11==0.14.0 +httpcore==1.0.6 +httplib2==0.22.0 +httpx==0.27.2 +huggingface-hub==0.26.5 +idna==3.10 +imageio==2.36.1 +importlib_metadata==8.6.1 +iniconfig==2.0.0 +itsdangerous==2.2.0 +Jinja2==3.1.4 +jiter==0.6.1 +jsonlines==3.1.0 +jsonpatch==1.33 +jsonpointer==3.0.0 +jsonref==1.1.0 +jsonschema==4.23.0 +jsonschema-specifications==2024.10.1 +jwt==1.3.1 +langchain-core==0.3.21 +langchain-text-splitters==0.3.2 +langcodes==3.4.1 +langdetect==1.0.9 +langsmith==0.1.145 +language_data==1.2.0 +lazy_loader==0.4 +lxml==5.3.0 +lxml_html_clean==0.4.1 +marisa-trie==1.2.1 +markdown-it-py==3.0.0 +marko==2.1.2 +MarkupSafe==3.0.2 +mdurl==0.1.2 +mpire==2.10.2 +mpmath==1.3.0 +multiprocess==0.70.17 +murmurhash==1.0.10 +networkx==3.4.2 +ninja==1.11.1.2 +numpy==1.26.4 +nvidia-cublas-cu12==12.4.5.8 +nvidia-cuda-cupti-cu12==12.4.127 +nvidia-cuda-nvrtc-cu12==12.4.127 +nvidia-cuda-runtime-cu12==12.4.127 +nvidia-cudnn-cu12==9.1.0.70 +nvidia-cufft-cu12==11.2.1.3 +nvidia-curand-cu12==10.3.5.147 +nvidia-cusolver-cu12==11.6.1.9 +nvidia-cusparse-cu12==12.3.1.170 +nvidia-nccl-cu12==2.21.5 +nvidia-nvjitlink-cu12==12.4.127 +nvidia-nvtx-cu12==12.4.127 +oauthlib==3.2.2 +openai==1.41.1 +opencv-python-headless==4.10.0.84 +openpyxl==3.1.5 +orjson==3.10.12 +packaging==24.1 +pandas==2.2.3 +parse==1.20.2 +pillow==10.4.0 +pluggy==1.5.0 +preshed==3.0.9 +proto-plus==1.26.0 +protobuf==5.29.3 +psycopg2-binary==2.9.9 +pyasn1==0.6.1 +pyasn1_modules==0.4.1 +pyclipper==1.3.0.post6 +pycparser==2.22 +pydantic==2.9.2 +pydantic-settings==2.6.1 +pydantic_core==2.23.4 +pyee==11.1.1 +pyflakes==3.2.0 +Pygments==2.18.0 +PyJWT==2.10.1 +PyMuPDF==1.24.11 +pymupdf4llm==0.0.17 +pyparsing==3.2.1 +PyPDF2==3.0.1 +pypdfium2==4.30.0 +pyppeteer==2.0.0 +pyquery==2.0.1 +pytest==8.3.3 +python-bidi==0.6.3 +python-dateutil==2.9.0.post0 +python-docx==1.1.2 +python-dotenv==1.0.1 +python-jose==3.3.0 +python-multipart==0.0.9 +python-pptx==1.0.2 +pytz==2024.2 +PyYAML==6.0.2 +ratelimit==2.2.1 +redis==5.2.0 +referencing==0.35.1 +regex==2024.11.6 +reportlab==4.3.1 +requests==2.32.3 +requests-html==0.10.0 +requests-oauthlib==2.0.0 +requests-toolbelt==1.0.0 +rich==13.9.3 +rpds-py==0.22.3 +rsa==4.9 +Rtree==1.3.0 +safetensors==0.4.5 +scikit-image==0.24.0 +scipy==1.14.1 +semchunk==2.2.0 +shapely==2.0.6 +shellingham==1.5.4 +six==1.16.0 +smart-open==7.0.5 +sniffio==1.3.1 +soupsieve==2.6 +spacy==3.7.6 +spacy-legacy==3.0.12 +spacy-loggers==1.0.5 +srsly==2.4.8 +starlette==0.38.6 +sympy==1.13.1 +tabulate==0.9.0 +tenacity==9.0.0 +thinc==8.2.5 +tifffile==2024.9.20 +tokenizers==0.21.0 +tomli==2.1.0 +torch==2.5.1 +torchvision==0.20.1 +tqdm==4.66.5 +transformers==4.47.0 +triton==3.1.0 +typer==0.12.5 +typing_extensions==4.12.2 +tzdata==2024.2 +uritemplate==4.1.1 +urllib3==1.26.20 +uvicorn==0.30.6 +validators==0.34.0 +w3lib==2.3.1 +wasabi==1.1.3 +weasel==0.4.1 +websockets==10.4 +wrapt==1.16.0 +XlsxWriter==3.2.0 +zipp==3.21.0 diff --git a/doclink/licence.md b/doclink/licence.md new file mode 100644 index 0000000..b8b7bdb --- /dev/null +++ b/doclink/licence.md @@ -0,0 +1,17 @@ +MIT License +Copyright (c) 2025 Doclink +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/doclink/recreate_ai_files.sh b/doclink/recreate_ai_files.sh new file mode 100755 index 0000000..b408d88 --- /dev/null +++ b/doclink/recreate_ai_files.sh @@ -0,0 +1,3 @@ +#!/bin/sh +~/bin/cat_doclink_files.sh > ai_files.txt +~/bin/cat_skipped_doclink_files.sh > ai_skipped_files.txt diff --git a/doclink/requirements.txt b/doclink/requirements.txt new file mode 100644 index 0000000..153a0e3 --- /dev/null +++ b/doclink/requirements.txt @@ -0,0 +1,194 @@ +annotated-types==0.7.0 +anyio==4.6.2.post1 +appdirs==1.4.4 +async-timeout==5.0.1 +attrs==24.2.0 +autoflake==2.3.1 +bcrypt==4.2.0 +beautifulsoup4==4.12.3 +blis==0.7.11 +bs4==0.0.2 +cachetools==5.5.0 +catalogue==2.0.10 +certifi==2024.8.30 +cffi==1.17.1 +chardet==5.2.0 +charset-normalizer==3.4.0 +click==8.1.7 +cloudpathlib==0.20.0 +confection==0.1.5 +cryptography==44.0.0 +cssselect==1.2.0 +cymem==2.0.8 +deepsearch-glm==1.0.0 +dill==0.3.9 +distro==1.9.0 +docling==2.10.0 +docling-core==2.9.0 +docling-ibm-models==2.0.7 +docling-parse==3.0.0 +easyocr==1.7.2 +ecdsa==0.19.0 +en-core-web-sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.7.1/en_core_web_sm-3.7.1-py3-none-any.whl#sha256=86cc141f63942d4b2c5fcee06630fd6f904788d2f0ab005cce45aadb8fb73889 +et_xmlfile==2.0.0 +exceptiongroup==1.2.2 +faiss-cpu==1.8.0.post1 +fake-useragent==2.0.3 +fastapi==0.112.1 +filelock==3.16.1 +filetype==1.2.0 +fsspec==2024.10.0 +google-api-core==2.24.1 +google-api-python-client==2.160.0 +google-auth==2.37.0 +google-auth-httplib2==0.2.0 +google-auth-oauthlib==1.2.1 +googleapis-common-protos==1.66.0 +h11==0.14.0 +httpcore==1.0.6 +httplib2==0.22.0 +httpx==0.27.2 +huggingface-hub==0.26.5 +idna==3.10 +imageio==2.36.1 +importlib_metadata==8.6.1 +iniconfig==2.0.0 +itsdangerous==2.2.0 +Jinja2==3.1.4 +jiter==0.6.1 +jsonlines==3.1.0 +jsonpatch==1.33 +jsonpointer==3.0.0 +jsonref==1.1.0 +jsonschema==4.23.0 +jsonschema-specifications==2024.10.1 +jwt==1.3.1 +langchain-core==0.3.21 +langchain-text-splitters==0.3.2 +langcodes==3.4.1 +langdetect==1.0.9 +langsmith==0.1.145 +language_data==1.2.0 +lazy_loader==0.4 +lxml==5.3.0 +lxml_html_clean==0.4.1 +marisa-trie==1.2.1 +markdown-it-py==3.0.0 +marko==2.1.2 +MarkupSafe==3.0.2 +mdurl==0.1.2 +mpire==2.10.2 +mpmath==1.3.0 +multiprocess==0.70.17 +murmurhash==1.0.10 +networkx==3.4.2 +ninja==1.11.1.2 +numpy==1.26.4 +nvidia-cublas-cu12==12.4.5.8 +nvidia-cuda-cupti-cu12==12.4.127 +nvidia-cuda-nvrtc-cu12==12.4.127 +nvidia-cuda-runtime-cu12==12.4.127 +nvidia-cudnn-cu12==9.1.0.70 +nvidia-cufft-cu12==11.2.1.3 +nvidia-curand-cu12==10.3.5.147 +nvidia-cusolver-cu12==11.6.1.9 +nvidia-cusparse-cu12==12.3.1.170 +nvidia-nccl-cu12==2.21.5 +nvidia-nvjitlink-cu12==12.4.127 +nvidia-nvtx-cu12==12.4.127 +oauthlib==3.2.2 +openai==1.41.1 +opencv-python-headless==4.10.0.84 +openpyxl==3.1.5 +orjson==3.10.12 +packaging==24.1 +pandas==2.2.3 +parse==1.20.2 +pillow==10.4.0 +pluggy==1.5.0 +preshed==3.0.9 +proto-plus==1.26.0 +protobuf==5.29.3 +psycopg2-binary==2.9.9 +pyasn1==0.6.1 +pyasn1_modules==0.4.1 +pyclipper==1.3.0.post6 +pycparser==2.22 +pydantic==2.9.2 +pydantic-settings==2.6.1 +pydantic_core==2.23.4 +pyee==11.1.1 +pyflakes==3.2.0 +Pygments==2.18.0 +PyJWT==2.10.1 +PyMuPDF==1.24.11 +pymupdf4llm==0.0.17 +pyparsing==3.2.1 +PyPDF2==3.0.1 +pypdfium2==4.30.0 +pyppeteer==2.0.0 +pyquery==2.0.1 +pytest==8.3.3 +python-bidi==0.6.3 +python-dateutil==2.9.0.post0 +python-docx==1.1.2 +python-dotenv==1.0.1 +python-jose==3.3.0 +python-multipart==0.0.9 +python-pptx==1.0.2 +pytz==2024.2 +PyYAML==6.0.2 +ratelimit==2.2.1 +redis==5.2.0 +referencing==0.35.1 +regex==2024.11.6 +reportlab==4.3.1 +requests==2.32.3 +requests-html==0.10.0 +requests-oauthlib==2.0.0 +requests-toolbelt==1.0.0 +rich==13.9.3 +rpds-py==0.22.3 +rsa==4.9 +Rtree==1.3.0 +safetensors==0.4.5 +scikit-image==0.24.0 +scipy==1.14.1 +semchunk==2.2.0 +shapely==2.0.6 +shellingham==1.5.4 +six==1.16.0 +smart-open==7.0.5 +sniffio==1.3.1 +soupsieve==2.6 +spacy==3.7.6 +spacy-legacy==3.0.12 +spacy-loggers==1.0.5 +srsly==2.4.8 +starlette==0.38.6 +sympy==1.13.1 +tabulate==0.9.0 +tenacity==9.0.0 +thinc==8.2.5 +tifffile==2024.9.20 +tokenizers==0.21.0 +tomli==2.1.0 +torch==2.5.1 +torchvision==0.20.1 +tqdm==4.66.5 +transformers==4.47.0 +triton==3.1.0 +typer==0.12.5 +typing_extensions==4.12.2 +tzdata==2024.2 +uritemplate==4.1.1 +urllib3==1.26.20 +uvicorn==0.30.6 +validators==0.34.0 +w3lib==2.3.1 +wasabi==1.1.3 +weasel==0.4.1 +websockets==10.4 +wrapt==1.16.0 +XlsxWriter==3.2.0 +zipp==3.21.0 diff --git a/doclink/templates/app.html b/doclink/templates/app.html new file mode 100644 index 0000000..ab72374 --- /dev/null +++ b/doclink/templates/app.html @@ -0,0 +1,409 @@ + + + + + + + + + + + Doclink + + + + + + + + + + + + + + + +
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+ + + + + + + + + + + \ No newline at end of file diff --git a/doclink/tests/__init__.py b/doclink/tests/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/doclink/tests/test_redis_connection.py b/doclink/tests/test_redis_connection.py new file mode 100644 index 0000000..59d921e --- /dev/null +++ b/doclink/tests/test_redis_connection.py @@ -0,0 +1,124 @@ +# tests/integration/test_redis_connection.py +import pytest +from app.redis_manager import RedisManager +import numpy as np + + +class TestRedisConnection: + @pytest.fixture(scope="class") + def redis_manager(self): + """Fixture to provide Redis manager instance""" + return RedisManager() + + @pytest.fixture(scope="function") + def cleanup(self, redis_manager): + """Fixture to cleanup after each test""" + yield + test_keys = redis_manager.client.keys("test:*") + if test_keys: + redis_manager.client.delete(*test_keys) + + def test_connection(self, redis_manager): + """Test basic Redis connection""" + assert redis_manager.is_connected(), "Redis connection failed" + + def test_basic_operations(self, redis_manager, cleanup): + """Test basic Redis operations with simple data""" + test_data = {"string": "value", "number": 42} + + # Test set operation + assert redis_manager.set_data("test:basic", test_data), "Failed to set data" + + # Test get operation + retrieved_data = redis_manager.get_data("test:basic") + assert retrieved_data == test_data, "Retrieved data doesn't match original" + + # Test delete operation + assert redis_manager.delete_data("test:basic"), "Failed to delete data" + assert ( + redis_manager.get_data("test:basic") is None + ), "Data still exists after deletion" + + def test_complex_data_operations(self, redis_manager, cleanup): + """Test Redis operations with complex data structures""" + test_data = { + "array": np.array([1, 2, 3]), + "nested": {"dict": {"a": 1}, "list": [1, 2, 3], "tuple": (4, 5, 6)}, + } + + # Test set operation + assert redis_manager.set_data( + "test:complex", test_data + ), "Failed to set complex data" + + # Test get operation + retrieved_data = redis_manager.get_data("test:complex") + assert isinstance( + retrieved_data["array"], np.ndarray + ), "NumPy array not preserved" + assert np.array_equal( + retrieved_data["array"], test_data["array"] + ), "NumPy array data mismatch" + assert ( + retrieved_data["nested"] == test_data["nested"] + ), "Nested structure mismatch" + + def test_expiry(self, redis_manager, cleanup): + """Test data expiration""" + import time + + test_data = {"test": "value"} + + # Set data with 1 second expiry + assert redis_manager.set_data( + "test:expiry", test_data, expiry=1 + ), "Failed to set data with expiry" + + # Verify data exists + assert ( + redis_manager.get_data("test:expiry") is not None + ), "Data not set properly" + + # Wait for expiration + time.sleep(1.1) + + # Verify data has expired + assert redis_manager.get_data("test:expiry") is None, "Data did not expire" + + def test_concurrent_access(self, redis_manager, cleanup): + """Test concurrent access to Redis""" + import threading + + def worker(worker_id: int): + for i in range(10): + key = f"test:concurrent:{worker_id}:{i}" + data = {"worker": worker_id, "iteration": i} + assert redis_manager.set_data(key, data) + retrieved = redis_manager.get_data(key) + assert retrieved == data + + threads = [threading.Thread(target=worker, args=(i,)) for i in range(5)] + for t in threads: + t.start() + for t in threads: + t.join() + + def test_performance(self, redis_manager, cleanup): + """Test performance of Redis operations""" + import time + + # Test write performance + start_time = time.time() + for i in range(1000): + redis_manager.set_data(f"test:perf:write:{i}", {"data": i}) + write_time = time.time() - start_time + + # Test read performance + start_time = time.time() + for i in range(1000): + redis_manager.get_data(f"test:perf:write:{i}") + read_time = time.time() - start_time + + # Assert reasonable performance (adjust thresholds as needed) + assert write_time < 5.0, f"Write performance too slow: {write_time:.2f}s" + assert read_time < 5.0, f"Read performance too slow: {read_time:.2f}s" diff --git a/intelaide-backend/config/db.js b/intelaide-backend/config/db.js new file mode 100644 index 0000000..ce5f1ca --- /dev/null +++ b/intelaide-backend/config/db.js @@ -0,0 +1,12 @@ +import mysql from 'mysql2/promise'; +import dotenv from 'dotenv'; +dotenv.config(); + +const pool = mysql.createPool({ + host: process.env.DB_HOST, + user: process.env.DB_USER, + password: process.env.DB_PASS, + database: process.env.DB_NAME, +}); + +export default pool; diff --git a/intelaide-backend/controllers/assistantController.js b/intelaide-backend/controllers/assistantController.js new file mode 100644 index 0000000..2b14244 --- /dev/null +++ b/intelaide-backend/controllers/assistantController.js @@ -0,0 +1,155 @@ +// backend/controllers/assistantController.js +import pool from '../config/db.js'; + +export const createAssistant = async (req, res) => { + const { assistant_name } = req.body; + const user_id = req.userId; // Extracted from auth middleware + + if (!assistant_name) { + return res.status(400).json({ message: 'Assistant name is required' }); + } + + try { + const [result] = await pool.execute( + 'INSERT INTO ai_assistants (user_id, assistant_name) VALUES (?, ?)', + [user_id, assistant_name] + ); + res.status(201).json({ id: result.insertId, message: 'Assistant created successfully' }); + } catch (error) { + console.error('Database Error:', error); + res.status(500).json({ message: 'An unexpected error occurred. Please try again.' }); + } +}; + +export const getAssistantById = async (req, res) => { + const { id } = req.params; + const user_id = req.userId; // comes from auth middleware + try { + const [rows] = await pool.execute( + 'SELECT id, assistant_name, created_at FROM ai_assistants WHERE id = ? AND user_id = ?', + [id, user_id] + ); + if (rows.length === 0) { + return res.status(404).json({ message: 'Assistant not found' }); + } + res.json(rows[0]); + } catch (error) { + console.error('Error retrieving assistant:', error); + res.status(500).json({ message: 'Error retrieving assistant. Please try again later.' }); + } +}; + +export const getAssistants = async (req, res) => { + const user_id = req.userId; + try { + const [assistants] = await pool.execute( + 'SELECT id, assistant_name, created_at FROM ai_assistants WHERE user_id = ?', + [user_id] + ); + res.json(assistants); + } catch (error) { + console.error('Database Error:', error); + res.status(500).json({ message: 'An unexpected error occurred. Please try again.' }); + } +}; + +export const deleteAssistant = async (req, res) => { + const { id } = req.params; + const user_id = req.userId; + try { + const [result] = await pool.execute( + 'DELETE FROM ai_assistants WHERE id = ? AND user_id = ?', + [id, user_id] + ); + if (result.affectedRows === 0) { + return res.status(404).json({ message: 'Assistant not found or unauthorized' }); + } + res.json({ message: 'Assistant deleted successfully' }); + } catch (error) { + console.error('Database Error:', error); + res.status(500).json({ message: 'An unexpected error occurred. Please try again.' }); + } +}; + +export const assignFileToAssistant = async (req, res) => { + const { assistantId, fileId } = req.params; + const user_id = req.userId; + try { + const [existingAssignment] = await pool.execute( + 'SELECT * FROM assistant_files WHERE assistant_id = ? AND file_id = ?', + [assistantId, fileId] + ); + if (existingAssignment.length > 0) { + return res.status(400).json({ message: 'File is already assigned to this assistant' }); + } + await pool.execute( + 'INSERT INTO assistant_files (assistant_id, file_id) VALUES (?, ?)', + [assistantId, fileId] + ); + res.json({ message: 'File assigned to assistant successfully' }); + } catch (error) { + console.error('Database Error:', error); + res.status(500).json({ message: 'An unexpected error occurred. Please try again.' }); + } +}; + +export const getFilesByAssistant = async (req, res) => { + const { assistantId } = req.params; + const user_id = req.userId; + try { + const [files] = await pool.execute( + `SELECT f.id, f.file_name, f.file_path, f.file_type, f.status + FROM assistant_files af + JOIN files f ON af.file_id = f.id + WHERE af.assistant_id = ? AND f.user_id = ?`, + [assistantId, user_id] + ); + if (files.length === 0) { + return res.json([]); // Return an empty array + } + res.json(files); + } catch (error) { + console.error('Database Error:', error); + res.status(500).json({ message: 'An unexpected error occurred. Please try again.' }); + } +}; + +export const assignMultipleFilesToAssistant = async (req, res) => { + const { assistantId } = req.params; + const { fileIds } = req.body; // Expect an array of file IDs + + if (!fileIds || !Array.isArray(fileIds) || fileIds.length === 0) { + return res.status(400).json({ message: 'No files selected' }); + } + + try { + for (let fileId of fileIds) { + await pool.execute( + 'INSERT INTO assistant_files (assistant_id, file_id) VALUES (?, ?)', + [assistantId, fileId] + ); + } + res.json({ message: 'Files assigned successfully' }); + } catch (error) { + console.error('Error assigning files:', error); + res.status(500).json({ message: 'Database error. Please try again.' }); + } +}; + +export const removeFileFromAssistant = async (req, res) => { + const { assistantId, fileId } = req.params; + try { + const [result] = await pool.execute( + 'DELETE FROM assistant_files WHERE assistant_id = ? AND file_id = ?', + [assistantId, fileId] + ); + if (result.affectedRows === 0) { + return res.status(404).json({ message: 'File not found in assistant or unauthorized' }); + } + res.json({ message: 'File removed from assistant successfully' }); + } catch (error) { + console.error('Database Error:', error); + res.status(500).json({ message: 'An unexpected error occurred. Please try again.' }); + } +}; + diff --git a/intelaide-backend/controllers/authController.js b/intelaide-backend/controllers/authController.js new file mode 100644 index 0000000..b41d9e5 --- /dev/null +++ b/intelaide-backend/controllers/authController.js @@ -0,0 +1,70 @@ +// backend/controllers/authController.js +import jwt from 'jsonwebtoken'; +import bcrypt from 'bcryptjs'; +import User from '../models/User.js'; + +export const register = async (req, res) => { + const { email, password, first_name, last_name, organization, address, city, state, zip_code, phone } = req.body; + // Input validation + if (!email || !password || !first_name || !last_name) { + return res.status(400).json({ message: 'Required fields are missing' }); + } + try { + // Check for existing user by email + const existingUser = await User.findByEmail(email); + if (existingUser) { + return res.status(400).json({ message: 'Email is already registered' }); + } + // Hash the password before storing it + const password_hash = await bcrypt.hash(password, 10); + // Prepare user data for insertion + const userData = { + email, + password_hash, + organization: organization || null, + first_name, + last_name, + address: address || null, + city: city || null, + state: state || null, + zip_code: zip_code || null, + phone: phone || null, + }; + // Insert user into database + await User.createUser(userData); + res.status(201).json({ message: 'User registered successfully' }); + } catch (error) { + console.error('Error registering user:', error.sqlMessage || error.message); + res.status(500).json({ message: 'Error registering user. Please try again later.' }); + } +}; + +export const login = async (req, res) => { + const { email, password } = req.body; + if (!email || !password) { + return res.status(400).json({ message: 'Email and password are required' }); + } + try { + // Find user by email + const user = await User.findByEmail(email); + if (!user) { + return res.status(401).json({ message: 'Invalid credentials' }); + } + // Compare passwords + const isMatch = await bcrypt.compare(password, user.password_hash); + if (!isMatch) { + return res.status(401).json({ message: 'Invalid credentials' }); + } + // Generate JWT token + const token = jwt.sign({ id: user.id }, process.env.JWT_SECRET, { expiresIn: process.env.JWT_EXPIRES_IN || '1h' }); + res.json({ + token, + expiresIn: 3600, + message: 'Login successful', + }); + } catch (error) { + console.error('Error logging in user:', error); + res.status(500).json({ message: 'Error logging in. Please try again later.' }); + } +}; + diff --git a/intelaide-backend/controllers/embeddingController.js b/intelaide-backend/controllers/embeddingController.js new file mode 100644 index 0000000..9138f8d --- /dev/null +++ b/intelaide-backend/controllers/embeddingController.js @@ -0,0 +1,86 @@ +// backend/controllers/embeddingController.js +import { spawn } from 'child_process'; +import path from 'path'; +import fs from 'fs'; +import pool from '../config/db.js'; + +export const generateEmbeddings = async (req, res) => { + const { assistantId } = req.params; + const userId = req.userId; + + try { + // Retrieve file paths assigned to this assistant for the current user. + const [filesResult] = await pool.execute( + `SELECT f.file_path + FROM assistant_files af + JOIN files f ON af.file_id = f.id + WHERE af.assistant_id = ? AND f.user_id = ?`, + [assistantId, userId] + ); + + if (filesResult.length === 0) { + return res.status(400).json({ message: 'No files assigned to this assistant' }); + } + + // Create a directory for the assistantโ€™s FAISS index: + // e.g., documents/user_{userId}/assistant_{assistantId} + const indexDir = path.join(process.cwd(), 'documents', `user_${userId}`, `assistant_${assistantId}`); + fs.mkdirSync(indexDir, { recursive: true }); + + // Define the output index file path (e.g., faiss_index.bin). + const outputPath = path.join(indexDir, 'faiss_index.bin'); + + // Prepare an array of file paths to pass to the Python script. + const filePaths = filesResult.map(row => row.file_path); + + // Define the full path to the Python executable inside your venv. + const pythonExecutable = "/root/intelaide-backend/python/bin/python3"; + + // Build the full path to the generate_embeddings.py script. + const pythonScriptPath = path.join(process.cwd(), 'python', 'create_embeds_from_files_mapping.py'); + + + // Spawn the Python process with the full path to the Python executable. + const pythonProcess = spawn(pythonExecutable, [ + pythonScriptPath, + '--files', + ...filePaths, + '--index_output', + outputPath, + ]); + +// console.log(`Filepaths: ${filePaths}`); +// console.log(`Creating index: ${outputPath}`); + + + let scriptOutput = ''; + let scriptError = ''; + + pythonProcess.stdout.on('data', data => { + scriptOutput += data.toString(); + }); + pythonProcess.stderr.on('data', data => { + scriptError += data.toString(); + }); + + pythonProcess.on('close', async (code) => { + if (code !== 0) { + console.error('Python script error:', scriptError); + return res.status(500).json({ message: 'Error generating embeddings', error: scriptError }); + } + // Update the assistant record with the FAISS index path and mark embeddings as completed. + await pool.execute( + 'UPDATE ai_assistants SET faiss_index_path = ?, embedding_status = ? WHERE id = ? AND user_id = ?', + [outputPath, 'completed', assistantId, userId] + ); + res.json({ message: 'Embeddings generated successfully', output: scriptOutput }); + }); + + } catch (error) { + console.error('Error in generateEmbeddings:', error); + res.status(500).json({ message: 'Error generating embeddings' }); + } +}; + +export default generateEmbeddings; + diff --git a/intelaide-backend/controllers/fileController.js b/intelaide-backend/controllers/fileController.js new file mode 100644 index 0000000..1c186ee --- /dev/null +++ b/intelaide-backend/controllers/fileController.js @@ -0,0 +1,161 @@ +// backend/controllers/fileController.js +import multer from 'multer'; +import path from 'path'; +import fs from 'fs'; +import pool from '../config/db.js'; +import File from '../models/File.js'; + +// Configure Multer storage with a dynamic destination based on req.userId +const storage = multer.diskStorage({ + destination: (req, file, cb) => { + // Create a directory like "documents/user_{userId}" + const userId = req.userId; + const dest = path.join(process.cwd(), 'documents', `user_${userId}`); + fs.mkdirSync(dest, { recursive: true }); + cb(null, dest); + }, + filename: (req, file, cb) => { + // Sanitize the original file name and append a timestamp to avoid collisions + const parsed = path.parse(file.originalname); + const sanitizedName = parsed.name.replace(/[^a-zA-Z0-9]/g, '_'); + const fileName = `${sanitizedName}_${Date.now()}${parsed.ext}`; + cb(null, fileName); + }, +}); + +const upload = multer({ + storage, + limits: { fileSize: 5 * 1024 * 1024 }, // 5MB max file size +}); + +const allowedExtensions = ['txt', 'md']; + +/** + * Upload multiple files. + * The files will be stored in a directory based on the authenticated user's ID. + */ +export const uploadFiles = (req, res) => { + // Use multer's array middleware to handle multiple files under the field 'files' + upload.array('files')(req, res, async (err) => { + if (err) { + return res.status(400).json({ message: err.message }); + } + + try { + // Process each uploaded file + for (let file of req.files) { + console.log('Uploaded file:', file); + console.log('User ID from token:', req.userId); + + // Check if the file extension is allowed + const fileExtension = path.extname(file.originalname) + .substring(1) + .toLowerCase(); + if (!allowedExtensions.includes(fileExtension)) { + return res.status(400).json({ message: 'Only .txt and .md files are allowed' }); + } + + // Prepare file data for the database; file_path includes the user-specific folder + const fileData = { + user_id: req.userId, + file_name: file.filename, + file_path: file.path, + file_type: fileExtension, + status: 'uploaded', + }; + + await File.createFile(fileData); + } + res.json({ + message: 'Files uploaded successfully', + files: req.files.map(file => file.filename) + }); + } catch (error) { + console.error('Error uploading files:', error); + res.status(500).json({ message: 'Database error. Please try again.' }); + } + }); +}; + +/** + * Get all files for the authenticated user. + */ +export const getUserFiles = async (req, res) => { + try { + const files = await File.getUserFiles(req.userId); + if (!files.length) { + return res.status(404).json({ message: 'No files found' }); + } + res.json(files); + } catch (error) { + console.error('Error retrieving files:', error); + res.status(500).json({ message: 'Database error. Please try again.' }); + } +}; + +/** + * Get a single file by its ID (if needed). + */ +export const getFileById = async (req, res) => { + const { id } = req.params; + try { + const file = await File.findById(id, req.userId); + if (!file) { + return res.status(404).json({ message: 'File not found or unauthorized' }); + } + res.json(file); + } catch (error) { + console.error('Error retrieving file:', error); + res.status(500).json({ message: 'Database error. Please try again.' }); + } +}; + +export const previewFile = (req, res) => { + // Use the authenticated user's ID from the token + const userId = req.userId; + // Get the filename from the route parameter + const { filename } = req.params; + // Construct the full file path (matches the location used in the multer storage) + const filePath = path.join(process.cwd(), 'documents', `user_${userId}`, filename); + console.log(`Previewing file for user ${userId} from path: ${filePath}`); + + res.sendFile(filePath, (err) => { + if (err) { + console.error('Error sending file:', err); + return res.status(404).send('File not found'); + } + }); +}; + +/** + * Delete a file. + * This endpoint removes the file from the filesystem and then deletes its record from the database. + */ +export const deleteFile = async (req, res) => { + const { id } = req.params; + const user_id = req.userId; + try { + // Retrieve the file's path from the database + const [file] = await pool.execute( + 'SELECT file_path FROM files WHERE id = ? AND user_id = ?', + [id, user_id] + ); + if (file.length === 0) { + return res.status(404).json({ message: 'File not found or unauthorized' }); + } + // Remove the file from the filesystem + fs.unlink(path.resolve(file[0].file_path), async (err) => { + if (err) { + console.error('Error deleting file from disk:', err); + return res.status(500).json({ message: 'Error deleting file from disk' }); + } + // Delete the file record from the database + await pool.execute('DELETE FROM files WHERE id = ? AND user_id = ?', [id, user_id]); + res.json({ message: 'File deleted successfully' }); + }); + } catch (error) { + console.error('Error deleting file:', error); + res.status(500).json({ message: 'Database error. Please try again.' }); + } +}; + diff --git a/intelaide-backend/controllers/ollamaController.js b/intelaide-backend/controllers/ollamaController.js new file mode 100644 index 0000000..4e2b516 --- /dev/null +++ b/intelaide-backend/controllers/ollamaController.js @@ -0,0 +1,92 @@ +// backend/controllers/ollamaController.js +import ollama from 'ollama'; +import { spawn } from 'child_process'; +import path from 'path'; +import { fileURLToPath } from 'url'; +import pool from '../config/db.js'; + +// Define __filename and __dirname for ES modules +const __filename = fileURLToPath(import.meta.url); +const __dirname = path.dirname(__filename); + +export const queryAssistant = async (req, res) => { + try { + const { prompt, model, assistantId } = req.body; + if (!prompt) { + return res.status(400).json({ message: 'Prompt is required' }); + } + if (!assistantId) { + return res.status(400).json({ message: 'assistantId is required' }); + } + + // Use provided model or default to 'llama3.2:3b-instruct-q8_0' + const usedModel = model || 'llama3.2:3b-instruct-q8_0'; + + // Retrieve the assistantโ€™s FAISS index path from the database. + const [assistantRows] = await pool.execute( + 'SELECT faiss_index_path FROM ai_assistants WHERE id = ? AND user_id = ?', + [assistantId, req.userId] + ); + if (assistantRows.length === 0) { + return res.status(404).json({ message: 'Assistant not found or unauthorized' }); + } + const faissIndexPath = assistantRows[0].faiss_index_path; + + // Build the full path to the FAISS search script using __dirname. + const pythonScriptPath = path.join(__dirname, '../python', 'faiss_search_mapping.py'); + + // Define the Python executable path (update as needed) + const pythonExecutable = "/root/intelaide-backend/python/bin/python3"; + + // Build the arguments to pass to the Python script. + // The new script expects: + // --faiss_index_path --query --k + const searchArgs = [ + '--faiss_index_path', faissIndexPath, + '--query', prompt + ]; + + let pyOutput = ""; + await new Promise((resolve, reject) => { + const pyProc = spawn(pythonExecutable, [pythonScriptPath, ...searchArgs]); + let stdoutData = ""; + let stderrData = ""; + + pyProc.stdout.on('data', (data) => { + stdoutData += data.toString(); + }); + pyProc.stderr.on('data', (data) => { + stderrData += data.toString(); + }); + pyProc.on('close', (code) => { + if (code !== 0) { + console.error('FAISS search script error:', stderrData); + return reject(new Error(`FAISS search script error: ${stderrData}`)); + } + // Optionally, if the Python script logs extra info before printing the final prompt, + // you can parse stdoutData to extract only the desired content. + pyOutput = stdoutData.trim(); + resolve(); + }); + }); + + // Create the augmented prompt using the output from Python. + const augmentedPrompt = `${pyOutput}`; + console.log('Prompt sent: ', augmentedPrompt); + + // Send the augmented prompt to Ollama. + const response = await ollama.chat({ + model: usedModel, + messages: [{ role: 'user', content: augmentedPrompt }], + }); + + console.log('Ollama chat response:', response); + return res.json({ response }); + } catch (error) { + console.error('Error querying assistant:', error); + return res.status(500).json({ message: 'Error querying assistant', error: error.message }); + } +}; + +export default queryAssistant; + diff --git a/intelaide-backend/controllers/userController.js b/intelaide-backend/controllers/userController.js new file mode 100644 index 0000000..86b76ae --- /dev/null +++ b/intelaide-backend/controllers/userController.js @@ -0,0 +1,67 @@ +// backend/controllers/userController.js +import User from '../models/User.js'; + +export const getCurrentUser = async (req, res) => { +// console.log('User controller: Fetching user with ID:', req.userId); + try { + const user = await User.findById(req.userId); + if (!user) { + return res.status(404).json({ message: 'User not found.' }); + } + res.json({ + first_name: user.first_name, + last_name: user.last_name, + email: user.email, + }); + } catch (error) { + console.error('Error fetching user:', error.message); + res.status(500).json({ message: 'Error fetching user information' }); + } +}; + +export const getUserById = async (req, res) => { + const { id } = req.params; + try { + const user = await User.findById(id); + if (!user) { + return res.status(404).json({ message: 'User not found' }); + } + // Remove sensitive data before sending the response + delete user.password_hash; + res.json(user); + } catch (error) { + console.error('Error retrieving user by ID:', error.message); + res.status(500).json({ message: 'Error retrieving user. Please try again later.' }); + } +}; + +export const getUserByEmail = async (req, res) => { + const { email } = req.params; + try { + const user = await User.findByEmail(email); + if (!user) { + return res.status(404).json({ message: 'User not found' }); + } + // Remove sensitive data before sending the response + delete user.password_hash; + res.json(user); + } catch (error) { + console.error('Error retrieving user by email:', error.message); + res.status(500).json({ message: 'Error retrieving user. Please try again later.' }); + } +}; + +export const getAllUsers = async (req, res) => { + try { + const users = await User.getAllUsers(); + if (!users.length) { + return res.status(404).json({ message: 'No users found' }); + } + users.forEach((user) => delete user.password_hash); + res.json(users); + } catch (error) { + console.error('Error retrieving all users:', error.message); + res.status(500).json({ message: 'Error retrieving users. Please try again later.' }); + } +}; + diff --git a/intelaide-backend/documents/user_3/01_mission_vision_1755718653317.md b/intelaide-backend/documents/user_3/01_mission_vision_1755718653317.md new file mode 100644 index 0000000..bc603f0 --- /dev/null +++ b/intelaide-backend/documents/user_3/01_mission_vision_1755718653317.md @@ -0,0 +1,21 @@ +# Mission & Vision Statement - Registry of Interpreters for the Deaf, Inc. (RID) + +## Mission +RID serves equally our members, profession, and the public by promoting and advocating for qualified and effective interpreters in all spaces where intersectional diverse Deaf lives are impacted. + +## Vision +RID envisions qualified interpreters as partners in universal communication access and forward-thinking, effective communication solutions while honoring intersectional diverse spaces. + +## Core Values +- Intersectionality and diversity of communities served +- Diversity, Equity, Inclusion, Accessibility, and Belonging (DEIAB) +- Professional contribution of volunteer leadership +- Adaptability and advancement of the interpreting profession +- Ethical practices with an emphasis on โ€œdo no harmโ€ +- Advocacy for accessible, effective communication + +## Diversity Statement +RID embraces diversity across a wide spectrum (gender identity, race, disability, geographic location, certification status, etc.) and integrates these values throughout the organization. + +--- +The national certifying body of ASL Interpreters fostering the professional growth of interpreting. diff --git a/intelaide-backend/documents/user_3/02_org_chart_1755718653316.md b/intelaide-backend/documents/user_3/02_org_chart_1755718653316.md new file mode 100644 index 0000000..3ae37be --- /dev/null +++ b/intelaide-backend/documents/user_3/02_org_chart_1755718653316.md @@ -0,0 +1,23 @@ +# Organizational Chart - Registry of Interpreters for the Deaf, Inc. (RID) + +## Board of Directors +- Chief Executive Officer (CEO) +- Region Representatives (Iโ€“V) +- At-Large Directors +- Treasurer +- Secretary + +## Staff Leadership +- Certification Department +- Professional Development Department +- Membership Department +- Ethics & Standards Department +- Finance & Operations +- Communications & Outreach + +## Affiliate Chapters +- 54 Affiliate Chapters (ACs) across 5 regions +- Supported by Affiliate Chapter Liaison +- AC Relations Committee in development + +*(Affiliate Chapters act as local professional networks, provide professional development, and advocate at the state level.)* diff --git a/intelaide-backend/documents/user_3/03_employee_handbook_1755718653316.md b/intelaide-backend/documents/user_3/03_employee_handbook_1755718653316.md new file mode 100644 index 0000000..75b2113 --- /dev/null +++ b/intelaide-backend/documents/user_3/03_employee_handbook_1755718653316.md @@ -0,0 +1,22 @@ +# Employee Handbook - Registry of Interpreters for the Deaf, Inc. (RID) + +## Introduction +Welcome to Registry of Interpreters for the Deaf, Inc. (RID). This handbook outlines policies, procedures, and expectations for staff, contractors, and volunteers. + +## Workplace Policies +- Equal Opportunity Employment +- Anti-Harassment Policy +- Attendance & Leave +- Compliance with RIDโ€™s Mission and Vision + +## Benefits +- Health Insurance +- Retirement Plan +- Paid Time Off +- Professional Development Opportunities + +## Expectations +Employees are expected to: +- Uphold RIDโ€™s mission and vision +- Support interpretersโ€™ professional growth +- Abide by the NAD-RID Code of Professional Conduct (CPC) diff --git a/intelaide-backend/documents/user_3/04_it_security_policies_1755718653316.md b/intelaide-backend/documents/user_3/04_it_security_policies_1755718653316.md new file mode 100644 index 0000000..7420506 --- /dev/null +++ b/intelaide-backend/documents/user_3/04_it_security_policies_1755718653316.md @@ -0,0 +1,15 @@ +# IT & Security Policies - Registry of Interpreters for the Deaf, Inc. (RID) + +## Acceptable Use +All staff, members, and contractors must use IT resources responsibly and for professional purposes only. + +## Data Protection +- Encrypt sensitive data (e.g., member info, certification records) +- Use strong, unique passwords +- Report security incidents immediately + +## Remote Work +Remote access to RID systems must use secure VPN and comply with cybersecurity best practices. + +## Confidentiality +All certification exam data, ethics cases, and member information must be protected according to RID policies. diff --git a/intelaide-backend/documents/user_3/05_code_of_conduct_1755718653316.md b/intelaide-backend/documents/user_3/05_code_of_conduct_1755718653316.md new file mode 100644 index 0000000..a82dbab --- /dev/null +++ b/intelaide-backend/documents/user_3/05_code_of_conduct_1755718653316.md @@ -0,0 +1,15 @@ +# Code of Conduct - Registry of Interpreters for the Deaf, Inc. (RID) + +## Professional Standards +All staff, members, and certificants must act with integrity, fairness, and professionalism. + +## Ethical Practices System (EPS) +The EPS enforces professional standards through two processes: +- **Complaints** (named, formal cases) +- **Reports** (anonymous, informational submissions) + +## Conflicts of Interest +Conflicts related to certification, membership, or governance must be disclosed. + +## Compliance +Follow all organizational bylaws, policies, and the NAD-RID Code of Professional Conduct (CPC). diff --git a/intelaide-backend/documents/user_3/06_strategic_plan_1755718653315.md b/intelaide-backend/documents/user_3/06_strategic_plan_1755718653315.md new file mode 100644 index 0000000..fa8befd --- /dev/null +++ b/intelaide-backend/documents/user_3/06_strategic_plan_1755718653315.md @@ -0,0 +1,23 @@ +# Strategic Plan (2025-2030) - Registry of Interpreters for the Deaf, Inc. (RID) + +## Strategic Pillars +1. Diversity, Equity, Inclusion, Accessibility & Belonging +2. Organizational Transformation +3. Organizational Relevance +4. Organizational Effectiveness + +## Goals +- Strengthen certification programs +- Expand professional development opportunities +- Increase member engagement +- Advocate for the Deaf and interpreting communities + +## Key Initiatives +- Digital transformation of certification systems +- Expanded continuing education programs +- Diversity, equity, and inclusion initiatives +- Partnerships with Deaf organizations +- Revitalizing Affiliate Chapters (liaison, handbook, committees) + +## Metrics +Annual review of certification pass rates, membership growth, and impact reports. diff --git a/intelaide-backend/documents/user_3/07_annual_report_1755718653315.md b/intelaide-backend/documents/user_3/07_annual_report_1755718653315.md new file mode 100644 index 0000000..2cf9db2 --- /dev/null +++ b/intelaide-backend/documents/user_3/07_annual_report_1755718653315.md @@ -0,0 +1,21 @@ +# Annual Report - Registry of Interpreters for the Deaf, Inc. (RID) + +## Executive Summary +Registry of Interpreters for the Deaf, Inc. (RID) achieved significant milestones this year, continuing its leadership as the national certifying body of ASL interpreters. + +## Key Highlights +- Certification exams administered: XXXX +- Continuing education workshops: XXXX +- Advocacy campaigns: XXXX +- Publications: VIEWS magazine, Journal of Interpretation + +## Financial Overview +*(Insert charts/tables summarizing revenue and expenses)* + +## Organizational Impact +- Expanded Affiliate Chapter engagement +- Enhanced DEIAB initiatives +- Strengthened interpreter standards nationwide + +--- +The national certifying body of ASL Interpreters fostering the professional growth of interpreting. diff --git a/intelaide-backend/documents/user_3/08_standard_operating_procedures_1755718653315.md b/intelaide-backend/documents/user_3/08_standard_operating_procedures_1755718653315.md new file mode 100644 index 0000000..c5fac25 --- /dev/null +++ b/intelaide-backend/documents/user_3/08_standard_operating_procedures_1755718653315.md @@ -0,0 +1,18 @@ +# Standard Operating Procedures (SOPs) - Registry of Interpreters for the Deaf, Inc. (RID) + +## Example: Certification Exam Administration +1. Candidate registers online +2. RID verifies eligibility +3. Candidate schedules exam with testing partner +4. Scores are reviewed and certified + +## Example: Ethics Complaint Process +1. Complaint submitted (named) +2. Ethics Committee reviews case +3. Decision issued and communicated +4. Records documented securely + +## Example: Affiliate Chapter Engagement +1. AC requests support or resources +2. Affiliate Chapter Liaison provides guidance +3. AC Handbook referenced for standard processes diff --git a/intelaide-backend/documents/user_3/09_training_onboarding_1755718653315.md b/intelaide-backend/documents/user_3/09_training_onboarding_1755718653315.md new file mode 100644 index 0000000..d34ebfd --- /dev/null +++ b/intelaide-backend/documents/user_3/09_training_onboarding_1755718653315.md @@ -0,0 +1,16 @@ +# Training & Onboarding Guide - Registry of Interpreters for the Deaf, Inc. (RID) + +## Welcome Message +Welcome to Registry of Interpreters for the Deaf, Inc. (RID)! We are proud to be the national certifying body of ASL interpreters. + +## Orientation +- Introduction to mission, vision, and values +- Overview of departments and leadership +- Required compliance and ethics training +- Introduction to Affiliate Chapter network + +## Resources +- RID Member Portal +- Certification Handbook +- RID Press publications +- IT & Security Helpdesk diff --git a/intelaide-backend/documents/user_3/10_style_guide_1755718653314.md b/intelaide-backend/documents/user_3/10_style_guide_1755718653314.md new file mode 100644 index 0000000..fb388bb --- /dev/null +++ b/intelaide-backend/documents/user_3/10_style_guide_1755718653314.md @@ -0,0 +1,16 @@ +# Marketing & Communications Style Guide - Registry of Interpreters for the Deaf, Inc. (RID) + +## Brand Voice +- Professional, inclusive, and advocacy-driven +- Accessible to both interpreters and the Deaf community + +## Visual Identity +- RID Logo usage rules +- Approved color palette +- Typography standards + +## Writing Guidelines +- Use people-first and community-preferred language +- Be consistent in terminology (e.g., "ASL interpreters" not "signers") +- Respectfully reference the Deaf community +- Reflect RIDโ€™s DEIAB values in all communication diff --git a/intelaide-backend/documents/user_3/about_advertising_1741802987918.md b/intelaide-backend/documents/user_3/about_advertising_1741802987918.md new file mode 100644 index 0000000..b1f8c69 --- /dev/null +++ b/intelaide-backend/documents/user_3/about_advertising_1741802987918.md @@ -0,0 +1,326 @@ +# https://rid.org/about/advertising/#ridjobboard + +Skip to content + +[![](https://rid.org/wp-content/uploads/2023/04/RID-big-i-Logo-no- +bg.png)](https://rid.org/) + +Toggle Navigation + + * [Member Login](https://myaccount.rid.org/Login.aspx?ReturnUrl=%2f) + * [Careers](https://rid.org/careers/) + * [FAQs](https://rid.org/faqs/) + +Toggle Navigation + + * [ __Contact Us](https://rid.org/contact/) + * [ Donate](https://www.paypal.com/donate/?hosted_button_id=XV4M85ST7DGGS) + * [RID Forms](https://rid.org/rid-forms/) + +Toggle Navigation + + * [Search the Registry](https://myaccount.rid.org/Public/Search/Member.aspx) + +Menu + + * [Certification](https://rid.org/certification/) + * [Available Certifications](https://rid.org/certification/available-certifications/) + * [Newly Certified](https://rid.org/certifications/available-certifications/#newlycertified) + * [Alternative Pathway Program](https://rid.org/certification/alternative-pathway-program/) + * [Credly Digital Credentials](https://rid.org/certification/credly-digital-credentials/) + * [Certification Reinstatement](https://rid.org/certification/certification-reinstatement/) + * [Testing at CASLI](https://www.casli.org/exam-preparations/) + * [Programs](https://rid.org/programs/) + * [Certification Maintenance](https://rid.org/programs/certification-maintenance/) + * [CMP](https://rid.org/programs/certification-maintenance/cmp/) + * [ACET](https://rid.org/programs/certification-maintenance/acet/) + * [Earning RID CEUs](https://rid.org/programs/certification-maintenance/ceus/) + * [PPO CEUs](https://rid.org/programs/certification-maintenance/ceus/ppo-ceus/) + * [RID Approved Sponsors](https://rid.org/programs/certification-maintenance/approved-sponsors/) + * [Workshop Presenters & Hosts](https://rid.org/programs/certification-maintenance/workshop-presenters-and-hosts/) + * [Membership](https://rid.org/programs/membership/) + * [Member Benefits](https://rid.org/membership/#memberbenefits) + * [Member Sections](https://rid.org/about/volunteer-leadership/#membersections) + * [Freelance Insurance Program](https://rid.org/membership/#freelanceprogram) + * [Publications](https://rid.org/programs/membership/publications/) + * [Membership Renewal](https://rid.org/programs/membership/#membershiprenewal) + * [Affiliate Chapters](https://rid.org/programs/membership/affiliate-chapters/) + * [Affiliate Chapter Resource Center](https://rid.org/programs/membership/affiliate-chapters/acrc/) + * [Scholarships and Awards](https://rid.org/scholarships-and-awards/) + * [ __Join RID!](https://myaccount.rid.org/Login.aspx?ReturnUrl=%2f) + * [ Ethics](https://rid.org/programs/ethics/) + * [CPC](https://rid.org/programs/ethics/code-of-professional-conduct/) + * [EPS Policy](https://rid.org/wp-content/uploads/2024/09/EPS-Policy-and-Enforcement-Procedures_Updated-July-2024.pdf) + * [EPS Complaints](https://rid.org/programs/ethics/eps-complaints/) + * [EPS Procedures](https://rid.org/programs/ethics/eps-procedures/) + * [EPS Violations](https://rid.org/programs/ethics/eps-violations/) + * [ __File a Complaint](https://rid.org/eps-complaint-form/) + * [ Govโ€™t Affairs](https://rid.org/programs/gap/) + * [Advocacy Toolkit](https://rid.org/programs/gap/advocacy-toolkit/) + * [State-by-State Regulations](https://rid.org/programs/gap/state-by-state-regulations/) + * [Ongoing Advocacy Efforts](https://rid.org/programs/gap/ongoing-advocacy-efforts/) + * [Webinars](https://rid.org/programs/webinars/) + * [ __RID CEC](https://education.rid.org/) + * [ About Us](https://rid.org/about/) + * [Our Team](https://rid.org/about/#ourteam) + * [Board of Directors](https://rid.org/about/#bod) + * [Board Meetings](https://rid.org/about/governance/#boardmeetings) + * [Board of Directors Nominations Form](https://rid.org/bod-nomination-form/) + * [Nominations Process](https://rid.org/bod-nomination-form/#nominationprocess) + * [2025 National Conference](https://rid.org/about/events/national-conference/) + * [RID Regions](https://rid.org/about/#ridregions) + * [Careers](https://rid.org/careers/) + * [Job Board](https://rid.org/about/advertising/#ridjobboard) + * [RID Bookstore](https://ridpress.org/) + * [Governance](https://rid.org/about/governance/) + * [Guiding Documents](https://rid.org/about/governance/#guidingdocuments) + * [Volunteer Leadership](https://rid.org/about/volunteer-leadership/) + * [Volunteer Leadership Application](https://rid.org/volunteer-leadership-app/) + * [Resources](https://rid.org/about/resources/) + * [Newsroom](https://rid.org/resources/newsroom/) + * [Annual Reports](https://rid.org/about/governance/#guidingdocuments) + * [Advertising](https://rid.org/about/advertising/) + * [Resources](https://rid.org/about/resources/) + * [For the Consumer](https://rid.org/about/resources/#fortheconsumer) + * [For the Interpreter](https://rid.org/about/resources/#fortheinterpreter) + * [Standard Practice Papers](https://rid.org/about/resources/#spp) + * [Newsroom](https://rid.org/resources/newsroom/) + * [Position Statements](https://rid.org/about/resources/#positionstatements) + * Search for: + +[![](https://rid.org/wp-content/uploads/2023/04/RID-big-i-Logo-no- +bg.png)](https://rid.org/) + + * [__Contact Us](https://rid.org/contact/) + * [ Donate](https://www.paypal.com/donate/?hosted_button_id=XV4M85ST7DGGS) + * [RID Forms](https://rid.org/rid-forms/) + +Toggle Navigation + + * [Certification](https://rid.org/certification/) + * [Available Certifications](https://rid.org/certification/available-certifications/) + * [Newly Certified](https://rid.org/certifications/available-certifications/#newlycertified) + * [Alternative Pathway Program](https://rid.org/certification/alternative-pathway-program/) + * [Credly Digital Credentials](https://rid.org/certification/credly-digital-credentials/) + * [Certification Reinstatement](https://rid.org/certification/certification-reinstatement/) + * [Testing at CASLI](https://www.casli.org/exam-preparations/) + * [Programs](https://rid.org/programs/) + * [Certification Maintenance](https://rid.org/programs/certification-maintenance/) + * [CMP](https://rid.org/programs/certification-maintenance/cmp/) + * [ACET](https://rid.org/programs/certification-maintenance/acet/) + * [Earning RID CEUs](https://rid.org/programs/certification-maintenance/ceus/) + * [PPO CEUs](https://rid.org/programs/certification-maintenance/ceus/ppo-ceus/) + * [RID Approved Sponsors](https://rid.org/programs/certification-maintenance/approved-sponsors/) + * [Workshop Presenters & Hosts](https://rid.org/programs/certification-maintenance/workshop-presenters-and-hosts/) + * [Membership](https://rid.org/programs/membership/) + * [Member Benefits](https://rid.org/membership/#memberbenefits) + * [Member Sections](https://rid.org/about/volunteer-leadership/#membersections) + * [Freelance Insurance Program](https://rid.org/membership/#freelanceprogram) + * [Publications](https://rid.org/programs/membership/publications/) + * [Membership Renewal](https://rid.org/programs/membership/#membershiprenewal) + * [Affiliate Chapters](https://rid.org/programs/membership/affiliate-chapters/) + * [Affiliate Chapter Resource Center](https://rid.org/programs/membership/affiliate-chapters/acrc/) + * [Scholarships and Awards](https://rid.org/scholarships-and-awards/) + * [ __Join RID!](https://myaccount.rid.org/Login.aspx?ReturnUrl=%2f) + * [ Ethics](https://rid.org/programs/ethics/) + * [CPC](https://rid.org/programs/ethics/code-of-professional-conduct/) + * [EPS Policy](https://rid.org/wp-content/uploads/2024/09/EPS-Policy-and-Enforcement-Procedures_Updated-July-2024.pdf) + * [EPS Complaints](https://rid.org/programs/ethics/eps-complaints/) + * [EPS Procedures](https://rid.org/programs/ethics/eps-procedures/) + * [EPS Violations](https://rid.org/programs/ethics/eps-violations/) + * [ __File a Complaint](https://rid.org/eps-complaint-form/) + * [ Govโ€™t Affairs](https://rid.org/programs/gap/) + * [Advocacy Toolkit](https://rid.org/programs/gap/advocacy-toolkit/) + * [State-by-State Regulations](https://rid.org/programs/gap/state-by-state-regulations/) + * [Ongoing Advocacy Efforts](https://rid.org/programs/gap/ongoing-advocacy-efforts/) + * [Webinars](https://rid.org/programs/webinars/) + * [ __RID CEC](https://education.rid.org/) + * [ About Us](https://rid.org/about/) + * [Our Team](https://rid.org/about/#ourteam) + * [Board of Directors](https://rid.org/about/#bod) + * [Board Meetings](https://rid.org/about/governance/#boardmeetings) + * [Board of Directors Nominations Form](https://rid.org/bod-nomination-form/) + * [Nominations Process](https://rid.org/bod-nomination-form/#nominationprocess) + * [2025 National Conference](https://rid.org/about/events/national-conference/) + * [RID Regions](https://rid.org/about/#ridregions) + * [Careers](https://rid.org/careers/) + * [Job Board](https://rid.org/about/advertising/#ridjobboard) + * [RID Bookstore](https://ridpress.org/) + * [Governance](https://rid.org/about/governance/) + * [Guiding Documents](https://rid.org/about/governance/#guidingdocuments) + * [Volunteer Leadership](https://rid.org/about/volunteer-leadership/) + * [Volunteer Leadership Application](https://rid.org/volunteer-leadership-app/) + * [Resources](https://rid.org/about/resources/) + * [Newsroom](https://rid.org/resources/newsroom/) + * [Annual Reports](https://rid.org/about/governance/#guidingdocuments) + * [Advertising](https://rid.org/about/advertising/) + * [Resources](https://rid.org/about/resources/) + * [For the Consumer](https://rid.org/about/resources/#fortheconsumer) + * [For the Interpreter](https://rid.org/about/resources/#fortheinterpreter) + * [Standard Practice Papers](https://rid.org/about/resources/#spp) + * [Newsroom](https://rid.org/resources/newsroom/) + * [Position Statements](https://rid.org/about/resources/#positionstatements) + * Search for: + +#### Advertising + +# Maximize Your Exposure. + +Advertise with RID and reach thousands. + +![](https://rid.org/wp-content/uploads/2023/03/Advertising-Header.jpg) + +Advertising[Jenelle Bloom](https://rid.org/author/jbloom/ "Posts by Jenelle +Bloom")2024-07-05T17:55:01+00:00 + +![363](https://rid.org/wp-content/uploads/2022/09/363.jpg) + +## Advertise & build your network and reach + +With over 14,000 members in the U.S. and abroad, RID is the largest, +comprehensive registry of American Sign Language (ASL) interpreters in the +country! Easily reach our members through our eNEWS, VIEWS, and website/ +social media platforms for your company or organizationโ€™s job announcements, +events, and promotions. Interactive opportunities available to engage your +potential customers and clients in a way that is unmatched. + +__ + +## Job Ad + +Give your job opportunities a boost on our website and social media platforms + +__ + +## eNews Insert + +Delivered monthly to the inbox of over 12k members + +__ + +## VIEWS Ad + +Our quarterly publication with the ability to add an interactive flair + +[Advertising Options](https://rid.org/wp- +content/uploads/2023/04/RID-2023-Advertising-Media-Kit.pdf) + +# + +Job Board + + * ![](https://rid.org/wp-content/uploads/2025/03/University-of-Rochester-Logo-320x202.png) + +[](https://rid.org/rochester-director-of-deaf-professional-interpreter- +services/) + +## [U of Rochester Director of Deaf Professional Interpreter +Services](https://rid.org/rochester-director-of-deaf-professional-interpreter- +services/) + +The Director of Deaf Professional Interpreter Services (DPIS) is [...] + +[Jenelle Bloom](https://rid.org/author/jbloom/ "Posts by Jenelle +Bloom")2025-03-12T15:59:14+00:00March 12, 2025|Categories: [Job +Board](https://rid.org/category/job-board/)|Comments Off on U of Rochester +Director of Deaf Professional Interpreter Services + +[Read More](https://rid.org/rochester-director-of-deaf-professional- +interpreter-services/) + + * ![](https://rid.org/wp-content/uploads/2025/03/occ-logo-open-graph-320x202.png) + +[](https://rid.org/occ-asl-interpreting-instructor/) + +## [Oakland Community College ASL-Interpreting +Instructor](https://rid.org/occ-asl-interpreting-instructor/) + +Oakland Community College in Auburn Hills, Michigan, is seeking [...] + +[Jenelle Bloom](https://rid.org/author/jbloom/ "Posts by Jenelle +Bloom")2025-03-12T13:50:08+00:00March 12, 2025|Categories: [Job +Board](https://rid.org/category/job-board/)|Comments Off on Oakland Community +College ASL-Interpreting Instructor + +[Read More](https://rid.org/occ-asl-interpreting-instructor/) + + * ![](https://rid.org/wp-content/uploads/2024/12/AMN-Healthcare-Logo-Smaller-320x202.png) + +[](https://rid.org/amn-medical-vri/) + +## [AMN Healthcare Medical VR Interpreter](https://rid.org/amn-medical-vri/) + +The ASL Medical Video Remote Interpreter (VRI) will cover a wide range [...] + +[Jenelle Bloom](https://rid.org/author/jbloom/ "Posts by Jenelle +Bloom")2025-02-21T14:48:40+00:00February 21, 2025|Categories: [Job +Board](https://rid.org/category/job-board/)|Comments Off on AMN Healthcare +Medical VR Interpreter + +[Read More](https://rid.org/amn-medical-vri/) + + * ![](data:image/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27887%27%20height%3D%27380%27%20viewBox%3D%270%200%20887%20380%27%3E%3Crect%20width%3D%27887%27%20height%3D%27380%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E) + +[](https://rid.org/uc-santa-barbara-asl-interpreter/) + +## [UC Santa Barbara ASL Interpreter](https://rid.org/uc-santa-barbara-asl- +interpreter/) + +The Interpreter works between spoken English and American Sign [...] + +[Jenelle Bloom](https://rid.org/author/jbloom/ "Posts by Jenelle +Bloom")2025-02-14T21:54:55+00:00February 14, 2025|Categories: [Job +Board](https://rid.org/category/job-board/)|Comments Off on UC Santa Barbara +ASL Interpreter + +[Read More](https://rid.org/uc-santa-barbara-asl-interpreter/) + +[Submit a Job Listing!](mailto:advertising@rid.org) + +__ + +![Registry of Interpreters for the Deaf, Inc. Logo](https://rid.org/wp- +content/uploads/2023/04/RID-big-i-Logo-no-bg.png)![Registry of Interpreters +for the Deaf, Inc. Logo](https://rid.org/wp-content/uploads/2023/04/RID-big-i- +Logo-no-bg.png)![Registry of Interpreters for the Deaf, Inc. +Logo](https://rid.org/wp-content/uploads/2023/04/RID-big-i-Logo-no-bg.png) + +RIDโ€™s purpose is to serve equally our members, profession, and the public by +promoting and advocating for qualified and effective interpreters in all +spaces where intersectional diverse Deaf lives are impacted. + + * [Certification](https://rid.org/certification/) + * [Certification Maintenance](https://rid.org/programs/certification-maintenance/) + * [Membership](https://rid.org/programs/membership/) + * [Ethics](https://rid.org/programs/ethics/) + * [About Us](https://rid.org/about/) + + * [Member Login](https://myaccount.rid.org/Login.aspx?ReturnUrl=%2f) + * [Careers](https://rid.org/careers/) + * [FAQs](https://rid.org/faqs/) + * [Job Board](https://rid.org/about/advertising/#ridjobboard) + +### + +### Business Info + +Registry of Interpreters for the Deaf, Inc. +PO Box 17581 +Arlington, VA 22216-7581 + +__703-838-0030 + +[ __Contact Us](https://rid.org/contact/) + +RID, Inc. ยฉ 2025 + +[](https://www.facebook.com/RIDInc +"Facebook")[](https://www.instagram.com/ridinc/ +"Instagram")[](https://www.youtube.com/RIDOfficialChannel +"YouTube")[](https://www.linkedin.com/company/registry-of-interpreters-for- +the-deaf-inc. "LinkedIn") + +Back to top + +Page load link + diff --git a/intelaide-backend/documents/user_3/about_advertising_1741803389122.md b/intelaide-backend/documents/user_3/about_advertising_1741803389122.md new file mode 100644 index 0000000..b1f8c69 --- /dev/null +++ b/intelaide-backend/documents/user_3/about_advertising_1741803389122.md @@ -0,0 +1,326 @@ +# https://rid.org/about/advertising/#ridjobboard + +Skip to content + +[![](https://rid.org/wp-content/uploads/2023/04/RID-big-i-Logo-no- +bg.png)](https://rid.org/) + +Toggle Navigation + + * [Member Login](https://myaccount.rid.org/Login.aspx?ReturnUrl=%2f) + * [Careers](https://rid.org/careers/) + * [FAQs](https://rid.org/faqs/) + +Toggle Navigation + + * [ __Contact Us](https://rid.org/contact/) + * [ Donate](https://www.paypal.com/donate/?hosted_button_id=XV4M85ST7DGGS) + * [RID Forms](https://rid.org/rid-forms/) + +Toggle Navigation + + * [Search the Registry](https://myaccount.rid.org/Public/Search/Member.aspx) + +Menu + + * [Certification](https://rid.org/certification/) + * [Available Certifications](https://rid.org/certification/available-certifications/) + * [Newly Certified](https://rid.org/certifications/available-certifications/#newlycertified) + * [Alternative Pathway Program](https://rid.org/certification/alternative-pathway-program/) + * [Credly Digital Credentials](https://rid.org/certification/credly-digital-credentials/) + * [Certification Reinstatement](https://rid.org/certification/certification-reinstatement/) + * [Testing at CASLI](https://www.casli.org/exam-preparations/) + * [Programs](https://rid.org/programs/) + * [Certification Maintenance](https://rid.org/programs/certification-maintenance/) + * [CMP](https://rid.org/programs/certification-maintenance/cmp/) + * [ACET](https://rid.org/programs/certification-maintenance/acet/) + * [Earning RID CEUs](https://rid.org/programs/certification-maintenance/ceus/) + * [PPO CEUs](https://rid.org/programs/certification-maintenance/ceus/ppo-ceus/) + * [RID Approved Sponsors](https://rid.org/programs/certification-maintenance/approved-sponsors/) + * [Workshop Presenters & Hosts](https://rid.org/programs/certification-maintenance/workshop-presenters-and-hosts/) + * [Membership](https://rid.org/programs/membership/) + * [Member Benefits](https://rid.org/membership/#memberbenefits) + * [Member Sections](https://rid.org/about/volunteer-leadership/#membersections) + * [Freelance Insurance Program](https://rid.org/membership/#freelanceprogram) + * [Publications](https://rid.org/programs/membership/publications/) + * [Membership Renewal](https://rid.org/programs/membership/#membershiprenewal) + * [Affiliate Chapters](https://rid.org/programs/membership/affiliate-chapters/) + * [Affiliate Chapter Resource Center](https://rid.org/programs/membership/affiliate-chapters/acrc/) + * [Scholarships and Awards](https://rid.org/scholarships-and-awards/) + * [ __Join RID!](https://myaccount.rid.org/Login.aspx?ReturnUrl=%2f) + * [ Ethics](https://rid.org/programs/ethics/) + * [CPC](https://rid.org/programs/ethics/code-of-professional-conduct/) + * [EPS Policy](https://rid.org/wp-content/uploads/2024/09/EPS-Policy-and-Enforcement-Procedures_Updated-July-2024.pdf) + * [EPS Complaints](https://rid.org/programs/ethics/eps-complaints/) + * [EPS Procedures](https://rid.org/programs/ethics/eps-procedures/) + * [EPS Violations](https://rid.org/programs/ethics/eps-violations/) + * [ __File a Complaint](https://rid.org/eps-complaint-form/) + * [ Govโ€™t Affairs](https://rid.org/programs/gap/) + * [Advocacy Toolkit](https://rid.org/programs/gap/advocacy-toolkit/) + * [State-by-State Regulations](https://rid.org/programs/gap/state-by-state-regulations/) + * [Ongoing Advocacy Efforts](https://rid.org/programs/gap/ongoing-advocacy-efforts/) + * [Webinars](https://rid.org/programs/webinars/) + * [ __RID CEC](https://education.rid.org/) + * [ About Us](https://rid.org/about/) + * [Our Team](https://rid.org/about/#ourteam) + * [Board of Directors](https://rid.org/about/#bod) + * [Board Meetings](https://rid.org/about/governance/#boardmeetings) + * [Board of Directors Nominations Form](https://rid.org/bod-nomination-form/) + * [Nominations Process](https://rid.org/bod-nomination-form/#nominationprocess) + * [2025 National Conference](https://rid.org/about/events/national-conference/) + * [RID Regions](https://rid.org/about/#ridregions) + * [Careers](https://rid.org/careers/) + * [Job Board](https://rid.org/about/advertising/#ridjobboard) + * [RID Bookstore](https://ridpress.org/) + * [Governance](https://rid.org/about/governance/) + * [Guiding Documents](https://rid.org/about/governance/#guidingdocuments) + * [Volunteer Leadership](https://rid.org/about/volunteer-leadership/) + * [Volunteer Leadership Application](https://rid.org/volunteer-leadership-app/) + * [Resources](https://rid.org/about/resources/) + * [Newsroom](https://rid.org/resources/newsroom/) + * [Annual Reports](https://rid.org/about/governance/#guidingdocuments) + * [Advertising](https://rid.org/about/advertising/) + * [Resources](https://rid.org/about/resources/) + * [For the Consumer](https://rid.org/about/resources/#fortheconsumer) + * [For the Interpreter](https://rid.org/about/resources/#fortheinterpreter) + * [Standard Practice Papers](https://rid.org/about/resources/#spp) + * [Newsroom](https://rid.org/resources/newsroom/) + * [Position Statements](https://rid.org/about/resources/#positionstatements) + * Search for: + +[![](https://rid.org/wp-content/uploads/2023/04/RID-big-i-Logo-no- +bg.png)](https://rid.org/) + + * [__Contact Us](https://rid.org/contact/) + * [ Donate](https://www.paypal.com/donate/?hosted_button_id=XV4M85ST7DGGS) + * [RID Forms](https://rid.org/rid-forms/) + +Toggle Navigation + + * [Certification](https://rid.org/certification/) + * [Available 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+comprehensive registry of American Sign Language (ASL) interpreters in the +country! Easily reach our members through our eNEWS, VIEWS, and website/ +social media platforms for your company or organizationโ€™s job announcements, +events, and promotions. Interactive opportunities available to engage your +potential customers and clients in a way that is unmatched. + +__ + +## Job Ad + +Give your job opportunities a boost on our website and social media platforms + +__ + +## eNews Insert + +Delivered monthly to the inbox of over 12k members + +__ + +## VIEWS Ad + +Our quarterly publication with the ability to add an interactive flair + +[Advertising Options](https://rid.org/wp- +content/uploads/2023/04/RID-2023-Advertising-Media-Kit.pdf) + +# + +Job Board + + * ![](https://rid.org/wp-content/uploads/2025/03/University-of-Rochester-Logo-320x202.png) + +[](https://rid.org/rochester-director-of-deaf-professional-interpreter- +services/) + +## [U of Rochester Director of Deaf Professional Interpreter +Services](https://rid.org/rochester-director-of-deaf-professional-interpreter- +services/) + +The Director of Deaf Professional Interpreter Services (DPIS) is [...] + +[Jenelle Bloom](https://rid.org/author/jbloom/ "Posts by Jenelle +Bloom")2025-03-12T15:59:14+00:00March 12, 2025|Categories: [Job +Board](https://rid.org/category/job-board/)|Comments Off on U of Rochester +Director of Deaf Professional Interpreter Services + +[Read More](https://rid.org/rochester-director-of-deaf-professional- +interpreter-services/) + + * ![](https://rid.org/wp-content/uploads/2025/03/occ-logo-open-graph-320x202.png) + +[](https://rid.org/occ-asl-interpreting-instructor/) + +## [Oakland Community College ASL-Interpreting +Instructor](https://rid.org/occ-asl-interpreting-instructor/) + +Oakland Community College in Auburn Hills, Michigan, is seeking [...] + +[Jenelle Bloom](https://rid.org/author/jbloom/ "Posts by Jenelle +Bloom")2025-03-12T13:50:08+00:00March 12, 2025|Categories: [Job +Board](https://rid.org/category/job-board/)|Comments Off on Oakland Community +College ASL-Interpreting Instructor + +[Read More](https://rid.org/occ-asl-interpreting-instructor/) + + * ![](https://rid.org/wp-content/uploads/2024/12/AMN-Healthcare-Logo-Smaller-320x202.png) + +[](https://rid.org/amn-medical-vri/) + +## [AMN Healthcare Medical VR Interpreter](https://rid.org/amn-medical-vri/) + +The ASL Medical Video Remote Interpreter (VRI) will cover a wide range [...] + +[Jenelle Bloom](https://rid.org/author/jbloom/ "Posts by Jenelle +Bloom")2025-02-21T14:48:40+00:00February 21, 2025|Categories: [Job +Board](https://rid.org/category/job-board/)|Comments Off on AMN Healthcare +Medical VR Interpreter + +[Read More](https://rid.org/amn-medical-vri/) + + * ![](data:image/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27887%27%20height%3D%27380%27%20viewBox%3D%270%200%20887%20380%27%3E%3Crect%20width%3D%27887%27%20height%3D%27380%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E) + +[](https://rid.org/uc-santa-barbara-asl-interpreter/) + +## [UC Santa Barbara ASL Interpreter](https://rid.org/uc-santa-barbara-asl- +interpreter/) + +The Interpreter works between spoken English and American Sign [...] + +[Jenelle Bloom](https://rid.org/author/jbloom/ "Posts by Jenelle +Bloom")2025-02-14T21:54:55+00:00February 14, 2025|Categories: [Job +Board](https://rid.org/category/job-board/)|Comments Off on UC Santa Barbara +ASL Interpreter + +[Read More](https://rid.org/uc-santa-barbara-asl-interpreter/) + +[Submit a Job Listing!](mailto:advertising@rid.org) + +__ + +![Registry of Interpreters for the Deaf, Inc. Logo](https://rid.org/wp- +content/uploads/2023/04/RID-big-i-Logo-no-bg.png)![Registry of Interpreters +for the Deaf, Inc. Logo](https://rid.org/wp-content/uploads/2023/04/RID-big-i- +Logo-no-bg.png)![Registry of Interpreters for the Deaf, Inc. +Logo](https://rid.org/wp-content/uploads/2023/04/RID-big-i-Logo-no-bg.png) + +RIDโ€™s purpose is to serve equally our members, profession, and the public by +promoting and advocating for qualified and effective interpreters in all +spaces where intersectional diverse Deaf lives are impacted. + + * [Certification](https://rid.org/certification/) + * [Certification Maintenance](https://rid.org/programs/certification-maintenance/) + * [Membership](https://rid.org/programs/membership/) + * [Ethics](https://rid.org/programs/ethics/) + * [About Us](https://rid.org/about/) + + * [Member Login](https://myaccount.rid.org/Login.aspx?ReturnUrl=%2f) + * [Careers](https://rid.org/careers/) + * [FAQs](https://rid.org/faqs/) + * [Job Board](https://rid.org/about/advertising/#ridjobboard) + +### + +### Business Info + +Registry of Interpreters for the Deaf, Inc. +PO Box 17581 +Arlington, VA 22216-7581 + +__703-838-0030 + +[ __Contact Us](https://rid.org/contact/) + +RID, Inc. ยฉ 2025 + +[](https://www.facebook.com/RIDInc +"Facebook")[](https://www.instagram.com/ridinc/ +"Instagram")[](https://www.youtube.com/RIDOfficialChannel +"YouTube")[](https://www.linkedin.com/company/registry-of-interpreters-for- +the-deaf-inc. 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