Harikrupa
A CLI that answers dev burnout with the Bhagavad Gita
What it does
Harikrupa is an offline-first CLI that answers your life, career, and burnout questions with verses from Srimad Bhagavad Gita. Hybrid RAG: a local ONNX vector index finds the most relevant shloka on your machine in milliseconds.. your query never leaves your laptop for retrieval. Groq-powered inference generates a contextual, bilingual response. Lose wifi? It falls back gracefully to offline mode and prints the raw Sanskrit and English verse. No telemetry. 4 dependencies. Just npm i harikrupa
Does the same job
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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:…
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A 15-year-old dream has come true today. I started a PhD with the dream of creating a system that chants any Sanskrit shloka perfectly. And here I am opening sourcing Vaghenu, a meter aware sloka-to-chant, TTS for Sanskrit . This is the world's first vrutta-aware, open-source TTS for Sanskrit Chanting. I am making the model weights, training scripts, and even data (that I meticulously collected) public - https://prathosh.in/vagdhenu/ No large AI lab. No big engineering team. No venture-scale budget. Just a professor's conviction that one of humanity's oldest knowledge…
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