Error4 reports
Fix BadRequestError
in CrewAI
✅ Solution
BadRequestError in CrewAI often arises from incorrect API key setup, missing required parameters like `max_tokens` or `model` in the LLM configuration, or exceeding rate limits of the LLM provider. Verify the API key is correctly set in the `os.environ`, ensure crucial parameters are set as defined by the used model (e.g., `max_tokens` for GPT models), and implement retry mechanisms with exponential backoff for handling rate limits. Consider using a validation mechanism for your LLM configuration before using it to catch errors before they occur.
Related Issues
Real GitHub issues where developers encountered this error:
`langchain-google-genai` integration fails with `LLM Provider NOT provided` on macOSOct 14, 2025
[BUG]Persistent litellm.BadRequestError with Gemini on Windows in a Clean EnvironmentOct 7, 2025
[BUG] Crewai and Litellm GPT-OSS-120b max_tokens errorAug 26, 2025
[BUG] crewai chat yields litellm.BadRequestError: VertexAIExceptionAug 5, 2025
Timeline
First reported:Aug 5, 2025
Last reported:Oct 14, 2025