_set_clients() — langchain Function Reference

Architecture documentation for the _set_clients() function in llms.py from the langchain codebase.

Function python LangChainCore LanguageModelBase

Entity Profile

LangChainCore→ LanguageModelBase→ _set_clients() — langchain Function Reference

Dependency Diagram

graph TD
  13729fb8_5ea7_43cd_e0f5_062b9642f913["_set_clients()"]
  6220540a_4afa_4d39_cdb6_bb2f4e26fe5f["OllamaLLM"]
  13729fb8_5ea7_43cd_e0f5_062b9642f913 -->|defined in| 6220540a_4afa_4d39_cdb6_bb2f4e26fe5f
  style 13729fb8_5ea7_43cd_e0f5_062b9642f913 fill:#6366f1,stroke:#818cf8,color:#fff

Relationship Graph

Source Code

libs/partners/ollama/langchain_ollama/llms.py lines 323–342

    def _set_clients(self) -> Self:
        """Set clients to use for ollama."""
        client_kwargs = self.client_kwargs or {}

        cleaned_url, auth_headers = parse_url_with_auth(self.base_url)
        merge_auth_headers(client_kwargs, auth_headers)

        sync_client_kwargs = client_kwargs
        if self.sync_client_kwargs:
            sync_client_kwargs = {**sync_client_kwargs, **self.sync_client_kwargs}

        async_client_kwargs = client_kwargs
        if self.async_client_kwargs:
            async_client_kwargs = {**async_client_kwargs, **self.async_client_kwargs}

        self._client = Client(host=cleaned_url, **sync_client_kwargs)
        self._async_client = AsyncClient(host=cleaned_url, **async_client_kwargs)
        if self.validate_model_on_init:
            validate_model(self._client, self.model)
        return self