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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
  12942fee_5eb3_0410_27b1_0d94ecd994a1["_generate()"]
  1a5cd25a_9420_c6b2_ec8d_2b53c6427514["ChatFireworks"]
  12942fee_5eb3_0410_27b1_0d94ecd994a1 -->|defined in| 1a5cd25a_9420_c6b2_ec8d_2b53c6427514
  2c99d0d8_7ba8_b5ed_0b85_d9060b83b85d["_stream()"]
  12942fee_5eb3_0410_27b1_0d94ecd994a1 -->|calls| 2c99d0d8_7ba8_b5ed_0b85_d9060b83b85d
  db2ab649_5bf1_261f_34a0_aed78a625fdf["_create_message_dicts()"]
  12942fee_5eb3_0410_27b1_0d94ecd994a1 -->|calls| db2ab649_5bf1_261f_34a0_aed78a625fdf
  c5fc57f8_7702_2a2f_411d_d1ed1dae6cb1["_create_chat_result()"]
  12942fee_5eb3_0410_27b1_0d94ecd994a1 -->|calls| c5fc57f8_7702_2a2f_411d_d1ed1dae6cb1
  style 12942fee_5eb3_0410_27b1_0d94ecd994a1 fill:#6366f1,stroke:#818cf8,color:#fff

Relationship Graph

Source Code

libs/partners/fireworks/langchain_fireworks/chat_models.py lines 518–539

    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:
        should_stream = stream if stream is not None else self.streaming
        if should_stream:
            stream_iter = self._stream(
                messages, stop=stop, run_manager=run_manager, **kwargs
            )
            return generate_from_stream(stream_iter)
        message_dicts, params = self._create_message_dicts(messages, stop)
        params = {
            **params,
            **({"stream": stream} if stream is not None else {}),
            **kwargs,
        }
        response = self.client.create(messages=message_dicts, **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/fireworks/langchain_fireworks/chat_models.py.
Where is _generate() defined?
_generate() is defined in libs/partners/fireworks/langchain_fireworks/chat_models.py at line 518.
What does _generate() call?
_generate() calls 3 function(s): _create_chat_result, _create_message_dicts, _stream.

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