protocol

polars_ts.agents._protocol

LLM backend protocol and shared context for the agent framework.

LLMBackend

Bases: Protocol

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              polars_ts.agents._protocol.LLMBackend[LLMBackend]

              

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Abstraction over any LLM provider.

Implement complete to plug in OpenAI, Anthropic, local models, etc.

RuleBasedBackend

Default backend that uses deterministic heuristics instead of an LLM.

AgentContext dataclass

Shared mutable state passed between agents in a pipeline run.