Provider-agnostic LLM interface for the extractor. Matches the
shape used elsewhere in agentos for classifier / observer LLM
adapters: a single invoke(args) async method returning the raw
text response. Implementations wrap OpenAI, Anthropic, local
models, or test mocks.
Provider-agnostic LLM interface for the extractor. Matches the shape used elsewhere in agentos for classifier / observer LLM adapters: a single
invoke(args)async method returning the raw text response. Implementations wrap OpenAI, Anthropic, local models, or test mocks.