structured_output_alignmentTier 1 · 70% confidence
ai-agents-structured-output-al-openai-provides-native-structured-output-support-j-055db1cd
agent: ai_agents
When does this happen?
IF OpenAI provides native structured output support (JSON mode) that enforces output schema, reducing parsing failures in llama_index.
How others solved it
THEN When using OpenAI with llama_index, enable OpenAI's structured output mode (if available) instead of relying solely on prompt-based parsing. This aligns with OpenAI's documented approach and reduces the need for retry logic.
# In OpenAI API: response_format={'type':'json_object'} or use structured outputs endpoint.
# In llama_index, consider passing additional_kwargs to the LLM:
llm = OpenAI(model="gpt-4o", additional_kwargs={"response_format": {"type": "json_object"}})
# Then use as_structured_llm with the output class.Related patterns
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