Scaling personalized education is a massive challenge. For the NEET AI Agent, we built a retrieval-augmented generation (RAG) system that ensures medical aspirants get contextually accurate, syllabus-aligned answers in real-time, 24/7.
Standard LLMs often hallucinate when dealing with specific, high-stakes medical exam content. Students need verifiable references to NCERT textbooks for every AI-generated answer.
We engineered a specialized RAG pipeline. We indexed the entire NCERT medical syllabus into a Pinecone vector store. A multi-query Agent expands student questions to ensure high-recall retrieval before the LLM synthesizes the final cited answer.
Achieved a 95% accuracy rate in syllabus-specific queries. The agent handles 10,000+ concurrent users with sub-2 second response times, significantly reducing the burden on human subject matter experts.