The Pipeline
Upload a PDF at 9:01. Ask questions at 9:02. Every answer cites the exact paragraph it came from.
How It Works
Drag and drop PDFs, Word docs, spreadsheets, text files — any format your business uses. Bulk upload thousands of documents at once. We handle the rest.
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Our pipeline splits documents into semantically meaningful chunks using sliding windows with overlap. Each chunk is embedded into a 768-dimensional vector space, indexed for instant retrieval.
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When you ask a question, we run both vector similarity search and BM25 keyword matching in parallel. The results are fused and re-ranked to find the most relevant passages from your entire corpus.
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The LLM generates a clear, natural-language answer grounded exclusively in your documents. Every claim is cited back to the exact source paragraph — document name, page number, and highlighted text.
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Trustworthy AI
Hallucination is the #1 reason businesses don't trust AI. Our citation system solves this: every answer includes clickable references to the exact source passages.
If the answer isn't in your documents, the system says so. No fabrication. No confident nonsense.
This is what separates document intelligence from a chatbot.
Multi-Corpus Federation
Combine your private documents with curated marketplace corpora. A single question can search across your internal policies, Norwegian family law, EU AI regulations, and industry standards — simultaneously.
Each corpus maintains its own isolation boundaries. You control which corpora participate in each query.
Try the live demo with our Norwegian Family Law corpus. Ask real questions, get cited answers.