Use when building custom agent loops. Modify tool dispatch, history management, hooks, control flow.
vercel-labs/seal
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Use for implementing custom providers in AI SDK for Python.
Use when adding durable execution to AI SDK for Python, building durable agent loops, or serializing messages across workflow steps.
Use when building serverless AI SDK for Python endpoints, handling hook approvals, deferring hooks, or resuming runs across requests.
Use for AI SDK for Python async-generator tools, streaming tool output, subagent tools, PartialToolCallResult events, and custom tool aggregation.
Use for the subagent-as-a-tool pattern.
Use when connecting AI SDK for Python streams to AI SDK UI useChat clients.
Use for AI SDK for Python basics. Configure a model, make messages, stream, declare tools, build a basic agent.