---
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