README.md

---
title: "RAG-Powered Code Assistant"
emoji: "🤖"
colorFrom: "blue"
colorTo: "purple"
sdk: "streamlit"
sdk_version: "1.32.2"
app_file: "app.py"
pinned: false
---

# 🔍 RAG-Powered Code Assistant

Fine-tuned Gemma-2B model integrated with ChromaDB for Hybrid Retrieval-Augmented Generation (RAG).

### ⚙️ Features:
- **Fine-tuned Gemma-2B** for advanced Python code generation and assistance.
- **ChromaDB integration** for efficient context retrieval.
- Seamless deployment using Hugging Face Spaces and Streamlit.

### 🚀 How to Use:
- Enter a Python coding query.
- Choose how many relevant context documents to retrieve.
- Receive accurate and context-aware code responses.