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Vedanta Guru

The RAG Advantage

Why "Open Book" Accuracy beats "Black Box" Memorization.
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The Memorizer
Generic LLM (ChatGPT, etc)
  • Reliance on Memory: Relies solely on what it "memorized" during training months or years ago.
  • Hallucination Risk: If it doesn't know an answer, it often makes one up (hallucinates) to sound plausible.
  • No Source of Truth: Cannot point to the specific page or verse it is quoting from.
  • Generic Output: Gives general spiritual advice rather than specific Advaita Vedanta logic.
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The Scholar
Vedanta Guru (RAG)
  • Open Book Exam: Uses Retrieval Augmented Generation (RAG) to look up answers in real-time.
  • Grounded Clarity: Accesses a library of 100+ authentic Vedanta texts, Upanishads, and commentaries.
  • Zero Hallucination: If the answer isn't in the scriptures, it will tell you, rather than lying.
  • Scriptural Authority: Every response is synthesized directly from ancient wisdom, ensuring purity.

How It Works

When you ask a question, Vedanta Guru doesn't just guess. It performs a semantic search across thousands of pages of the Bhagavad Gita, Upanishads, and Brhama Sutras. It retrieves the exact paragraphs relevant to your query and uses them to construct a precise, logical answer.

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