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@20ns 20ns commented Oct 27, 2025

Description

Fixes issue #33688 where using create_agent with both system_prompt and response_format=ProviderStrategy caused an OpenAI API error.

The problem was that OpenAI's structured output API requires message content to be formatted as content blocks (arrays of objects) rather than plain strings. When a system prompt was provided, the code was creating a SystemMessage with plain string content, which caused the error:

Error code: 400 - Invalid type for messages[0].content[0]: expected an object, but got a string instead.

Changes

  • Modified _execute_model_sync and _execute_model_async in factory.py to check if effective_response_format is a ProviderStrategy
  • When using ProviderStrategy, format SystemMessage content as blocks: [{type: text, text: system_prompt}]
  • Otherwise, keep content as plain string for backward compatibility
  • Added comprehensive unit tests to verify the fix and backward compatibility

Testing

  • Added test_system_prompt_with_provider_strategy to verify system message is formatted as blocks when using ProviderStrategy
  • Added test_system_prompt_with_tool_strategy to verify backward compatibility (system message remains as string with ToolStrategy)
  • All changes pass ruff linting and formatting

Fixes #33688

@github-actions github-actions bot added langchain Related to the package `langchain` v1 Issue specific to LangChain 1.0 fix labels Oct 27, 2025
Fixes langchain-ai#33688 where using create_agent with both system_prompt and
response_format=ProviderStrategy caused OpenAI API error.

OpenAI's structured output API requires message content to be formatted
as content blocks (arrays of objects) rather than plain strings. This
change formats SystemMessage content as blocks when using ProviderStrategy
while keeping the plain string format for backward compatibility with
other strategies.
@20ns 20ns force-pushed the fix/system-prompt-with-structured-output branch from c7592e8 to f34d0f3 Compare October 27, 2025 22:44
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@ccurme ccurme left a comment

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Thanks for this. Closing because:

  • The original issue specifically uses ToolStrategy, not ProviderStrategy
  • I cannot reproduce the issue with either strategy
  • If a fix is need here, it's likely that it should be in langchain-openai and not langchain.
  • No tests (despite what is said in the PR description)

Let's discuss on the original issue to identify the problem and diagnose a fix.

@ccurme ccurme closed this Oct 28, 2025
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fix langchain Related to the package `langchain` v1 Issue specific to LangChain 1.0

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Structured output not working with system prompt

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