← BACK TO PROJECTSQuestions are routed to the right documents before the AI answers, so answers stay grounded.
Onpoint Insights
AI Document Assistant: Search Across 20+ Sources
Client teams couldn't answer questions across 20+ scattered documents with standard keyword search.
HOW THE SYSTEM WORKS
IN
Team question
about any of 20+ documents
STEP
Intent router
picks which documents matter
DATA
FAISS vector index
documents as searchable embeddings
STEP
Grounded LLM
answers from retrieved passages only
OUT
Answer with sources
17% better than keyword search
Built
AI assistant that retrieves answers across documents, with intent routing to the right source.
Approach
Transformer embeddings + FAISS vector index + LLM-driven intent routing.
Impact
17% more accurate than standard keyword search
Skills
FAISSTransformersRAGIntent Routing