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_generate() — langchain Function Reference

Architecture documentation for the _generate() function in chat_models.py from the langchain codebase.

Function python LangChainCore LanguageModelBase calls 3

Entity Profile

Dependency Diagram

graph TD
  c1f04843_2b34_321d_f754_b18729e7e176["_generate()"]
  24cf3ac3_ed46_66ab_27f4_5b5d67f0b7f0["ChatMistralAI"]
  c1f04843_2b34_321d_f754_b18729e7e176 -->|defined in| 24cf3ac3_ed46_66ab_27f4_5b5d67f0b7f0
  ef431007_0264_4d4c_0b4c_b5b637d2ca3e["_create_message_dicts()"]
  c1f04843_2b34_321d_f754_b18729e7e176 -->|calls| ef431007_0264_4d4c_0b4c_b5b637d2ca3e
  b8aa7601_1d62_2c3d_dff3_a3d1739e2d8c["completion_with_retry()"]
  c1f04843_2b34_321d_f754_b18729e7e176 -->|calls| b8aa7601_1d62_2c3d_dff3_a3d1739e2d8c
  6cdbf47d_ba54_e03d_a2e2_0ea218fadd33["_create_chat_result()"]
  c1f04843_2b34_321d_f754_b18729e7e176 -->|calls| 6cdbf47d_ba54_e03d_a2e2_0ea218fadd33
  style c1f04843_2b34_321d_f754_b18729e7e176 fill:#6366f1,stroke:#818cf8,color:#fff

Relationship Graph

Source Code

libs/partners/mistralai/langchain_mistralai/chat_models.py lines 656–669

    def _generate(
        self,
        messages: list[BaseMessage],
        stop: list[str] | None = None,
        run_manager: CallbackManagerForLLMRun | None = None,
        stream: bool | None = None,  # noqa: FBT001
        **kwargs: Any,
    ) -> ChatResult:
        message_dicts, params = self._create_message_dicts(messages, stop)
        params = {**params, **kwargs}
        response = self.completion_with_retry(
            messages=message_dicts, run_manager=run_manager, **params
        )
        return self._create_chat_result(response)

Domain

Subdomains

Defined In

Calls

Source

Frequently Asked Questions

What does _generate() do?
_generate() is a function in the langchain codebase, defined in libs/partners/mistralai/langchain_mistralai/chat_models.py.
Where is _generate() defined?
_generate() is defined in libs/partners/mistralai/langchain_mistralai/chat_models.py at line 656.
What does _generate() call?
_generate() calls 3 function(s): _create_chat_result, _create_message_dicts, completion_with_retry.

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