What it does
Sixteen company filings feed a vertical graph while code and other models handle retrieval and prose. A small open decision model runs in shadow for comparison.
Apps & data pipelines
Agentic GraphRAG over S&P 10-Ks
A GraphRAG talk demo where Jev routes questions, checks evidence and decides whether deeper retrieval is needed.
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How you can use it
Use this design for a research app that answers questions across company reports. A developer must link facts to the passages they came from, not just upload a folder of files. Start with the demo's company filings and compare answers with those passages. Jev chooses research steps; other AI models write the answer.
Some presentation runs can replay saved answers when a service fails. Do not mistake a replay for fresh research in your own app. If you adapt it for private documents, their text will be shared with the outside AI services used to answer questions.