IPC RAG Chatbot ⚖️🤖

A Retrieval-Augmented Generation (RAG) chatbot built using LangChain 1.x that enables conversational querying over the Indian Penal Code (IPC).

🚀 Features

• PDF ingestion and text extraction
• Semantic chunking using RecursiveCharacterTextSplitter
• OpenAI embeddings
• Chroma vector database
• Conversational RAG pipeline
• Persistent vector storage

🏗 Architecture

PDF → Chunking → Embeddings → ChromaDB → Retriever → LLM → Response

🛠 Tech Stack

• Python
• LangChain 1.x
• OpenAI Embeddings
• ChromaDB

💬 Sample Queries

• What is the section related to unlawful assembly?
• What is the punishment for that?
• Which section deals with counterfeiting currency-notes?

🧪 How to Run

1. Clone this repository
2. Install dependencies: pip install -r requirements.txt
3. Set your OpenAI API key
4. Run: python app.py

📸 Sample Output

⚠ Disclaimer

This chatbot is for educational purposes only and does not provide legal advice.