bios-deep-research

Deep biological research validates a hypothesis by querying biomedical APIs to return structured discoveries backed by literature evidence and confidence scores. It investigates biological mechanisms to ground claims and provide a structured summary of findings.

Long-running research sessions use a non-polling start-and-check-back state machine across agent heartbeats. This pattern reliably manages deep biomedical research workflows that take minutes to hours to complete without blocking.

You do not strictly need a BIOS API key; the deep research workflow supports both an optional BIOS_API_KEY for API-key mode and x402 pre-signed payment headers for payment mode to authenticate your requests.

Yes, you can access biomedical evidence synthesis using x402 USDC payment flows. The deep research workflow supports x402 pre-signed payment headers, allowing you to choose a payment-based integration approach.

The best way to investigate gene variants and disease risk is to start a deep biological research query. The workflow returns structured discoveries with evidence and confidence scores for your research question.

Deep biological research takes hours because it performs intensive evidence synthesis across an agent heartbeat state machine. You start the research query and check back on subsequent heartbeats to retrieve the completed structured discoveries.