Built for Scale & Accuracy
Multi-Language Support
Ask questions in any language — Hindi, Sanskrit, English, Tamil, and more. Rasayu responds in the same language as your query.
Multi-Format Ingestion
Upload PDFs, TXT, CSV, or JSON files. The pipeline automatically extracts, chunks, and indexes your documents for semantic search.
Semantic RAG Pipeline
Agno-style retrieval-augmented generation with TF-IDF vector search, semantic chunking, and context-aware LLM responses.
Agentic Reasoning
Rasayu reasons over retrieved context, cites sources, and provides grounded answers — not hallucinations.
Classical Texts Ready
Pre-loaded with Rasachandanshu and ready for any Ayurvedic, Rasashastra, or traditional knowledge dataset.
Query Analytics
Track usage, response times, language distribution, and query patterns through the admin analytics dashboard.