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llm_structured_output
ai-agents-llm-structured-outpu-litellm-completion-with-response-format-returns-li-655bc922
IFlitellm completion with response_format returns litellm.JSONSchemaValidationError because the model returns non-JSON text (e.g., markdown summary) instead of the expected JSON schema.
THENSet the environment variable LITELLM_LOCAL_MODEL_COST_MAP=True to use a local model cost map instead of the outdated cloud configuration. If the issue persists, update the system message to explicitly include a hint that the output must be JSON.
Tier 170%
llm_structured_output
ai-agents-llm-structured-outpu-using-ollamafunctions-with-with-structured-output--4eed7231
IFUsing OllamaFunctions with with_structured_output throws TypeError: Object of type ModelMetaclass is not JSON serializable.
THENUpgrade langchain-experimental to a version including the fix from PR #22339. Until a release is available, install directly from source using `pip install git+https://github.com/langchain-ai/langchain.git#egg=langchain-experimental&subdirectory=libs/experimental`. Alternatively, avoid with_structured_output on OllamaFunctions or use a different LLM that supports structured output correctly.
Tier 170%
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