Production RAG Live
Your documents. Finally intelligent.
Cortex turns your PDFs, documents, and notes into a smart, conversational knowledge base using hybrid search, AI re-ranking, and source citations.
Enterprise RAG Pipeline
Documents are chunked and embedded using Matryoshka Representation Learning (768-dim) and stored securely in pgvector via Supabase.
Hybrid Search
Merging Vector Cosine similarity with BM25 keyword search using advanced PostgreSQL RPCs.
Gemini Re-ranking
Top 10 chunks are dynamically re-ranked by Gemini before being fed into the agentic reasoning engine.
Zero-Latency SSE
Agentic web-search decisions and final answers are streamed back instantly using Server-Sent Events, ensuring a liquid-smooth user experience.