Live demo · retrieval & citations

Ask a question, get an answer with its sources.

Every reply is built from real chunks — embedding, vector search, reranking, context assembly, then generation. Watch each step run and read the passages the answer is actually built from.

Property Management Q&A

Ask anything. Watch the retrieval pipeline in real-time: embedding, vector search, reranking, context assembly, and LLM generation.

22 docs · Claude Haiku