Document Summarizer/QA Assistant

Manjusha

Manjusha Raavi

πŸ“™ Document Summarizer/QA Assistant

A Retrieval-Augmented Generation (RAG) system for document analysis, summarization, and question answering.
This project allows you to upload documents, generate their summaries, ask natural language questions, and retrieve highly relevant document snippets using LLMs and vector databases.

πŸš€ Features

πŸ“‚ Upload and process multiple document formats:
PDF
DOCX
TXT
Markdown (.md)
πŸ“– Automatic document summarization using OpenAI's LLMs
πŸ” Natural language question answering over your documents
πŸ” Fast retrieval of relevant chunks with similarity scores
🌐 Clean, responsive Streamlit web app
πŸ› οΈ Document management: upload, select, delete, and refresh documents easily
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Posted May 1, 2025

AI Assistant for Document analysis, summarization, and question answering