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| title: QueryMD | |
| emoji: 🤖 | |
| colorFrom: blue | |
| colorTo: indigo | |
| sdk: gradio | |
| sdk_version: "5.22.0" | |
| app_file: app.py | |
| pinned: false | |
| # QueryMD | |
| ## Gradio UI for Markdown-Based Q&A with Visualization | |
| This project integrates LangChain, ChromaDB, and OpenAI to process, store, and retrieve information efficiently. | |
| Key Features: | |
| - Upload Markdown files for processing | |
| - Visualize similarity between document chunks in 2D and 3D using embeddings | |
| - Ask questions and receive RAG enabled responses | |
| - Mantain conversation context for better question answering | |
| - Clear chat history when required for fresh sessions | |
| - Store and retrieve embeddings using ChromaDB | |