diff --git a/docs/docs/how_to/chat_models_universal_init.ipynb b/docs/docs/how_to/chat_models_universal_init.ipynb index 37f15212e3fd8..0b14538b85ae7 100644 --- a/docs/docs/how_to/chat_models_universal_init.ipynb +++ b/docs/docs/how_to/chat_models_universal_init.ipynb @@ -15,43 +15,15 @@ "\n", "Make sure you have the integration packages installed for any model providers you want to support. E.g. you should have `langchain-openai` installed to init an OpenAI model.\n", "\n", - ":::\n", - "\n", - ":::info Requires ``langchain >= 0.2.8``\n", - "\n", - "This functionality was added in ``langchain-core == 0.2.8``. Please make sure your package is up to date.\n", - "\n", ":::" ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "165b0de6-9ae3-4e3d-aa98-4fc8a97c4a06", - "metadata": { - "execution": { - "iopub.execute_input": "2024-09-10T20:22:32.858670Z", - "iopub.status.busy": "2024-09-10T20:22:32.858278Z", - "iopub.status.idle": "2024-09-10T20:22:33.009452Z", - "shell.execute_reply": "2024-09-10T20:22:33.007022Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "zsh:1: 0.2.8 not found\r\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Note: you may need to restart the kernel to use updated packages.\n" - ] - } - ], + "metadata": {}, + "outputs": [], "source": [ "%pip install -qU langchain>=0.2.8 langchain-openai langchain-anthropic langchain-google-vertexai" ] diff --git a/libs/langchain/langchain/chat_models/base.py b/libs/langchain/langchain/chat_models/base.py index 5f65da6a109f9..f2988715a7185 100644 --- a/libs/langchain/langchain/chat_models/base.py +++ b/libs/langchain/langchain/chat_models/base.py @@ -98,48 +98,40 @@ def init_chat_model( Must have the integration package corresponding to the model provider installed. - .. versionadded:: 0.2.7 - - .. versionchanged:: 0.2.8 - - Support for ``configurable_fields`` and ``config_prefix`` added. - - .. versionchanged:: 0.2.12 - - Support for Ollama via langchain-ollama package added. Previously - langchain-community version of Ollama (now deprecated) was installed by default. - Args: model: The name of the model, e.g. "gpt-4o", "claude-3-opus-20240229". model_provider: The model provider. Supported model_provider values and the corresponding integration package: - - openai (langchain-openai) - - anthropic (langchain-anthropic) - - azure_openai (langchain-openai) - - google_vertexai (langchain-google-vertexai) - - google_genai (langchain-google-genai) - - bedrock (langchain-aws) - - cohere (langchain-cohere) - - fireworks (langchain-fireworks) - - together (langchain-together) - - mistralai (langchain-mistralai) - - huggingface (langchain-huggingface) - - groq (langchain-groq) - - ollama (langchain-ollama) [support added in langchain==0.2.12] + + - openai (langchain-openai) + - anthropic (langchain-anthropic) + - azure_openai (langchain-openai) + - google_vertexai (langchain-google-vertexai) + - google_genai (langchain-google-genai) + - bedrock (langchain-aws) + - cohere (langchain-cohere) + - fireworks (langchain-fireworks) + - together (langchain-together) + - mistralai (langchain-mistralai) + - huggingface (langchain-huggingface) + - groq (langchain-groq) + - ollama (langchain-ollama) [support added in langchain==0.2.12] Will attempt to infer model_provider from model if not specified. The following providers will be inferred based on these model prefixes: - - gpt-3... or gpt-4... -> openai - - claude... -> anthropic - - amazon.... -> bedrock - - gemini... -> google_vertexai - - command... -> cohere - - accounts/fireworks... -> fireworks + + - gpt-3... or gpt-4... -> openai + - claude... -> anthropic + - amazon.... -> bedrock + - gemini... -> google_vertexai + - command... -> cohere + - accounts/fireworks... -> fireworks configurable_fields: Which model parameters are configurable: - - None: No configurable fields. - - "any": All fields are configurable. *See Security Note below.* - - Union[List[str], Tuple[str, ...]]: Specified fields are configurable. + + - None: No configurable fields. + - "any": All fields are configurable. *See Security Note below.* + - Union[List[str], Tuple[str, ...]]: Specified fields are configurable. Fields are assumed to have config_prefix stripped if there is a config_prefix. If model is specified, then defaults to None. If model is @@ -168,7 +160,9 @@ def init_chat_model( ValueError: If model_provider cannot be inferred or isn't supported. ImportError: If the model provider integration package is not installed. - Initialize non-configurable models: + .. dropdown:: Init non-configurable model + :open: + .. code-block:: python # pip install langchain langchain-openai langchain-anthropic langchain-google-vertexai @@ -183,7 +177,8 @@ def init_chat_model( gemini_15.invoke("what's your name") - Create a partially configurable model with no default model: + .. dropdown:: Partially configurable model with no default + .. code-block:: python # pip install langchain langchain-openai langchain-anthropic @@ -204,7 +199,8 @@ def init_chat_model( ) # claude-3.5 sonnet response - Create a fully configurable model with a default model and a config prefix: + .. dropdown:: Fully configurable model with a default + .. code-block:: python # pip install langchain langchain-openai langchain-anthropic @@ -233,7 +229,8 @@ def init_chat_model( ) # Claude-3.5 sonnet response with temperature 0.6 - Bind tools to a configurable model: + .. dropdown:: Bind tools to a configurable model + You can call any ChatModel declarative methods on a configurable model in the same way that you would with a normal model. @@ -270,6 +267,18 @@ class GetPopulation(BaseModel): config={"configurable": {"model": "claude-3-5-sonnet-20240620"}} ) # Claude-3.5 sonnet response with tools + + .. versionadded:: 0.2.7 + + .. versionchanged:: 0.2.8 + + Support for ``configurable_fields`` and ``config_prefix`` added. + + .. versionchanged:: 0.2.12 + + Support for Ollama via langchain-ollama package added. Previously + langchain-community version of Ollama (now deprecated) was installed by default. + """ # noqa: E501 if not model and not configurable_fields: configurable_fields = ("model", "model_provider") diff --git a/poetry.lock b/poetry.lock index 96f2936c56f20..bab87833e2cc0 100644 --- a/poetry.lock +++ b/poetry.lock @@ -2,112 +2,131 @@ [[package]] name = "accessible-pygments" -version = "0.0.4" +version = "0.0.5" description = "A collection of accessible pygments styles" optional = false -python-versions = "*" +python-versions = ">=3.9" files = [ - {file = "accessible-pygments-0.0.4.tar.gz", hash = "sha256:e7b57a9b15958e9601c7e9eb07a440c813283545a20973f2574a5f453d0e953e"}, - {file = "accessible_pygments-0.0.4-py2.py3-none-any.whl", hash = "sha256:416c6d8c1ea1c5ad8701903a20fcedf953c6e720d64f33dc47bfb2d3f2fa4e8d"}, + {file = "accessible_pygments-0.0.5-py3-none-any.whl", hash = "sha256:88ae3211e68a1d0b011504b2ffc1691feafce124b845bd072ab6f9f66f34d4b7"}, + {file = 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