GitaChat
A conversational AI grounded in the Bhagavad Gita, live at gitachat.life.
gitachat.life →Overview
GitaChat is a conversational AI grounded in translated Bhagavad Gita source text. Ask a human question, get an answer anchored to specific verses with the source shown, not a paraphrase of a paraphrase.
Problem & Insight
- ·There is no accessible, trustworthy way to have a contextual conversation with a dense classical text.
- ·Generic chatbots hallucinate verses and blend translations, which destroys trust instantly in a scripture context.
- ·Readers want an answer to a lived problem, not a search results page of chapter numbers.
Solution & Process
- ·Hybrid RAG architecture combining semantic and keyword retrieval over translated source text.
- ·Sequential fallback retrieval so a thin first-pass result escalates instead of inventing an answer.
- ·Metadata-tagged source disambiguation to keep translations, commentary and verse text separated.
- ·Built on the Claude API with strict grounding instructions and verse citations rendered in every response.
Results & Impact
- ✓1,000+ organic users via Reddit and Twitter
- ✓4% free-to-paid conversion at ₹999/month
- ✓Zero ad spend - all acquisition organic
- ✓Shipped solo, from idea to live product
Claude APIRAG0-to-1Organic Growth
