July 2025 - September 2025
VedAI - AI Chatbot on Bhagavad Gita

RAG chatbot for Bhagavad Gita teachings with persistent chat context.

1 min readLast updated 2026-07-04
VedAI - AI Chatbot on Bhagavad Gita

Overview

An AI-powered chatbot that brings Bhagavad Gita teachings into a conversational interface using FastAPI, retrieval-augmented generation, and FAISS vector search.

Impact

Retrieval-augmented generation pipeline with FAISS vector search over scripture corpus

Key Features

  • Built a FastAPI backend for high-performance conversational endpoints
  • Integrated FAISS vector search to retrieve semantically relevant passages from the Bhagavad Gita
  • Implemented a retrieval-augmented generation pipeline for grounded responses
  • Designed persistent user chat history to preserve context across sessions
  • Optimized the system for lightweight deployment while maintaining useful response quality

Technologies

PythonFastAPIRAGFAISSNLPMachine LearningVector Database