Code-Mixed RAG System

Disaster Relief Chatbot

A retrieval-augmented generation (RAG) assistant built to make official disaster-relief information accessible to everyone, regardless of how they type. It understands questions in Tamil, English, and code-mixed Tanglish, retrieves relevant passages from official government documents with a FAISS vector index, and grounds a Llama-3.3-70B model's answers in that source material to avoid hallucination. This is my flagship project — an end-to-end applied-AI system from document ingestion to a multilingual conversational interface.

Languages

Tamil · English · Tanglish

Grounding

Official govt. documents

Approach

Retrieval-augmented generation