VexiaSearch
A RAG search system that turns PDFs into a cited conversational knowledge base with hybrid retrieval, reranking, and 100-page ingestion in under 30 seconds.
hybrid retrievalrerankingpgvectorcited answers
Ingestion pipeline, retrieval design, citation flow, vector storage, and conversational answer surface.
Balancing ingestion speed, retrieval quality, citation accuracy, and conversational usefulness for long PDF sources.
Ingests 100-page documents in under 30 seconds and answers with source-grounded citations.
FastAPI, pgvector, OpenAI, Supabase, PyMuPDF