Powered by Llama 3.1 · Hybrid RAG · Sentence-Window Retrieval

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Hybrid Search

BM25 keyword search + vector similarity combined with Reciprocal Rank Fusion for best-in-class retrieval accuracy

Source Citations

Every answer is grounded in your documents with exact page references, so you always know where information came from

Data Isolation

Your documents are private. Row-level security ensures only you can access your uploaded files and chat history

How it works

01

Upload

Upload your PDFs or text files — no size limits on what matters

02

Process

AI splits documents into smart sentence windows and creates searchable embeddings

03

Ask

Type any question and get precise answers with source citations in seconds