Geetanjali – RAG-powered ethical guidance from the Bhagavad Gita
I built a RAG application that retrieves relevant Bhagavad Gita verses for ethical dilemmas and generates structured guidance. The problem: The Gita has 701 verses. Finding applicable wisdom for a specific situation requires either deep familiarity or hours of reading. How it works: 1. User describes their ethical dilemma 2. Query is embedded using sentence-transformers 3. ChromaDB retrieves top-k semantically similar verses 4. LLM generates structured output: 3 options with tradeoffs, implementation steps, verse citations Tech stack: - Backend: FastAPI, PostgreSQL, Redis - Vector DB:…
Geetanjali – RAG-powered ethical guidance from the Bhagavad Gita launched on December 7, 2025 with 7 votes, #1,248 of 11,628 launches that month and more than 75% of that year's launches.
What it does
Ethical leadership guidance and wisdom from the Bhagavad Gita for life
In the maker’s words, at launch
I built a RAG application that retrieves relevant Bhagavad Gita verses for ethical dilemmas and generates structured guidance. The problem: The Gita has 701 verses. Finding applicable wisdom for a specific situation requires either deep familiarity or hours of reading. How it works: 1. User describes their ethical…
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- BGBhagavad Gita Android App for searching verses by topics like anxiety2021 · play.google.com · ▲90
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Demystifying Advanced RAG Pipelines2023 · github.com · ▲131I've built an advanced RAG (Retrieval-Augmented Generation) pipeline from scratch to demystify the complex mechanics of modern LLM-powered Question Answering systems. This repository features: -- An implementation of a sub-question query engine from scratch to answer complex user questions. -- Illustrative explanations that unveil the inner workings of the system. -- An analysis of the challenges I faced while working with the system, like prompt engineering and cost estimation. -- Qualitative comparison with similar frameworks like LlamaIndex, offering a broader perspective. Key Takeaway:…
BhagavadGita.io (Bhagavad Gita – Simplified)2018 · bhagavadgita.io · ▲15Looking for the best free Bhagavad Gita app? All 18 chapters and 700 verses in 7 languages, Sanskrit audio, offline reading and Gita GPT AI, on Android and iPhone. 500,000+ downloads, rated 4.8. No ads, no subscription, ever.
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