findall-openapi

To find and evaluate entities, the FindAll API ingests natural-language objectives to generate structured schemas, then executes runs that discover, evaluate, and score candidates with verifiable reasoning and citations.

You can get real-time updates on candidate matching runs by streaming results via SSE endpoints or configuring optional webhooks for asynchronous notifications of run status changes and completed match evaluations.

Yes, you can use natural-language goals to automatically generate structured matching schemas through the ingestion endpoints, which transform user-defined criteria into verifiable conditions for evaluating candidates across multiple runs.

The best way to evaluate candidates against complex objectives is using the FindAll API to create runs that automatically score matches, track status, and retrieve ranked results enriched with evidence and citations.

Yes, the FindAll API supports asynchronous integrations for discovering entities by providing optional webhooks alongside SSE streaming, allowing you to track run status and retrieve results without blocking your application.

The v1beta endpoints provide functionality for ingesting natural-language objectives, creating and monitoring runs, retrieving results, enriching data, extending schemas, and streaming updates for comprehensive entity matching workflows.