From dced0ed3fd8fd461acedf2c8b6864a2c4c4f8a05 Mon Sep 17 00:00:00 2001 From: Erick Friis Date: Mon, 27 Jan 2025 22:32:58 -0800 Subject: [PATCH] deepseek, docs: chatdeepseek integration added (#29445) --- docs/docs/integrations/chat/deepseek.ipynb | 231 +++ .../integrations/providers/deepseek.ipynb | 48 + .../integration_template/docs/chat.ipynb | 6 +- libs/packages.yml | 6 + libs/partners/deepseek/.gitignore | 1 + libs/partners/deepseek/LICENSE | 21 + libs/partners/deepseek/Makefile | 64 + libs/partners/deepseek/README.md | 24 + .../deepseek/langchain_deepseek/__init__.py | 15 + .../langchain_deepseek/chat_models.py | 220 +++ .../deepseek/langchain_deepseek/py.typed | 0 libs/partners/deepseek/poetry.lock | 1652 +++++++++++++++++ libs/partners/deepseek/pyproject.toml | 74 + .../deepseek/scripts/check_imports.py | 17 + .../partners/deepseek/scripts/lint_imports.sh | 18 + libs/partners/deepseek/tests/__init__.py | 0 .../tests/integration_tests/__init__.py | 0 .../integration_tests/test_chat_models.py | 30 + .../tests/integration_tests/test_compile.py | 7 + .../deepseek/tests/unit_tests/__init__.py | 0 .../tests/unit_tests/test_chat_models.py | 37 + 21 files changed, 2468 insertions(+), 3 deletions(-) create mode 100644 docs/docs/integrations/chat/deepseek.ipynb create mode 100644 docs/docs/integrations/providers/deepseek.ipynb create mode 100644 libs/partners/deepseek/.gitignore create mode 100644 libs/partners/deepseek/LICENSE create mode 100644 libs/partners/deepseek/Makefile create mode 100644 libs/partners/deepseek/README.md create mode 100644 libs/partners/deepseek/langchain_deepseek/__init__.py create mode 100644 libs/partners/deepseek/langchain_deepseek/chat_models.py create mode 100644 libs/partners/deepseek/langchain_deepseek/py.typed create mode 100644 libs/partners/deepseek/poetry.lock create mode 100644 libs/partners/deepseek/pyproject.toml create mode 100644 libs/partners/deepseek/scripts/check_imports.py create mode 100755 libs/partners/deepseek/scripts/lint_imports.sh create mode 100644 libs/partners/deepseek/tests/__init__.py create mode 100644 libs/partners/deepseek/tests/integration_tests/__init__.py create mode 100644 libs/partners/deepseek/tests/integration_tests/test_chat_models.py create mode 100644 libs/partners/deepseek/tests/integration_tests/test_compile.py create mode 100644 libs/partners/deepseek/tests/unit_tests/__init__.py create mode 100644 libs/partners/deepseek/tests/unit_tests/test_chat_models.py diff --git a/docs/docs/integrations/chat/deepseek.ipynb b/docs/docs/integrations/chat/deepseek.ipynb new file mode 100644 index 00000000000..8d596b13f37 --- /dev/null +++ b/docs/docs/integrations/chat/deepseek.ipynb @@ -0,0 +1,231 @@ +{ + "cells": [ + { + "cell_type": "raw", + "id": "afaf8039", + "metadata": {}, + "source": [ + "---\n", + "sidebar_label: DeepSeek\n", + "---" + ] + }, + { + "cell_type": "markdown", + "id": "e49f1e0d", + "metadata": {}, + "source": [ + "# ChatDeepSeek\n", + "\n", + "\n", + "This will help you getting started with DeepSeek's hosted [chat models](/docs/concepts/chat_models). For detailed documentation of all ChatDeepSeek features and configurations head to the [API reference](https://python.langchain.com/api_reference/deepseek/chat_models/langchain_deepseek.chat_models.ChatDeepSeek.html).\n", + "\n", + ":::tip\n", + "\n", + "DeepSeek's models are open source and can be run locally (e.g. in [Ollama](./ollama.ipynb)) or on other inference providers (e.g. [Fireworks](./fireworks.ipynb), [Together](./together.ipynb)) as well.\n", + "\n", + ":::\n", + "\n", + "## Overview\n", + "### Integration details\n", + "\n", + "| Class | Package | Local | Serializable | [JS support](https://js.langchain.com/docs/integrations/chat/deepseek) | Package downloads | Package latest |\n", + "| :--- | :--- | :---: | :---: | :---: | :---: | :---: |\n", + "| [ChatDeepSeek](https://python.langchain.com/api_reference/deepseek/chat_models/langchain_deepseek.chat_models.ChatDeepSeek.html) | [langchain-deepseek-official](https://python.langchain.com/api_reference/deepseek/) | ❌ | beta | ✅ | ![PyPI - Downloads](https://img.shields.io/pypi/dm/langchain-deepseek-official?style=flat-square&label=%20) | ![PyPI - Version](https://img.shields.io/pypi/v/langchain-deepseek-official?style=flat-square&label=%20) |\n", + "\n", + "### Model features\n", + "| [Tool calling](/docs/how_to/tool_calling) | [Structured output](/docs/how_to/structured_output/) | JSON mode | [Image input](/docs/how_to/multimodal_inputs/) | Audio input | Video input | [Token-level streaming](/docs/how_to/chat_streaming/) | Native async | [Token usage](/docs/how_to/chat_token_usage_tracking/) | [Logprobs](/docs/how_to/logprobs/) |\n", + "| :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: |\n", + "| ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | \n", + "\n", + "## Setup\n", + "\n", + "To access DeepSeek models you'll need to create a/an DeepSeek account, get an API key, and install the `langchain-deepseek-official` integration package.\n", + "\n", + "### Credentials\n", + "\n", + "Head to [DeepSeek's API Key page](https://platform.deepseek.com/api_keys) to sign up to DeepSeek and generate an API key. Once you've done this set the `DEEPSEEK_API_KEY` environment variable:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "433e8d2b-9519-4b49-b2c4-7ab65b046c94", + "metadata": {}, + "outputs": [], + "source": [ + "import getpass\n", + "import os\n", + "\n", + "if not os.getenv(\"DEEPSEEK_API_KEY\"):\n", + " os.environ[\"DEEPSEEK_API_KEY\"] = getpass.getpass(\"Enter your DeepSeek API key: \")" + ] + }, + { + "cell_type": "markdown", + "id": "72ee0c4b-9764-423a-9dbf-95129e185210", + "metadata": {}, + "source": [ + "If you want to get automated tracing of your model calls you can also set your [LangSmith](https://docs.smith.langchain.com/) API key by uncommenting below:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a15d341e-3e26-4ca3-830b-5aab30ed66de", + "metadata": {}, + "outputs": [], + "source": [ + "# os.environ[\"LANGSMITH_TRACING\"] = \"true\"\n", + "# os.environ[\"LANGSMITH_API_KEY\"] = getpass.getpass(\"Enter your LangSmith API key: \")" + ] + }, + { + "cell_type": "markdown", + "id": "0730d6a1-c893-4840-9817-5e5251676d5d", + "metadata": {}, + "source": [ + "### Installation\n", + "\n", + "The LangChain DeepSeek integration lives in the `langchain-deepseek-official` package:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "652d6238-1f87-422a-b135-f5abbb8652fc", + "metadata": {}, + "outputs": [], + "source": [ + "%pip install -qU langchain-deepseek-official" + ] + }, + { + "cell_type": "markdown", + "id": "a38cde65-254d-4219-a441-068766c0d4b5", + "metadata": {}, + "source": [ + "## Instantiation\n", + "\n", + "Now we can instantiate our model object and generate chat completions:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cb09c344-1836-4e0c-acf8-11d13ac1dbae", + "metadata": {}, + "outputs": [], + "source": [ + "from langchain_deepseek import ChatDeepSeek\n", + "\n", + "llm = ChatDeepSeek(\n", + " model=\"deepseek-chat\",\n", + " temperature=0,\n", + " max_tokens=None,\n", + " timeout=None,\n", + " max_retries=2,\n", + " # other params...\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "2b4f3e15", + "metadata": {}, + "source": [ + "## Invocation" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "62e0dbc3", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "messages = [\n", + " (\n", + " \"system\",\n", + " \"You are a helpful assistant that translates English to French. Translate the user sentence.\",\n", + " ),\n", + " (\"human\", \"I love programming.\"),\n", + "]\n", + "ai_msg = llm.invoke(messages)\n", + "ai_msg.content" + ] + }, + { + "cell_type": "markdown", + "id": "18e2bfc0-7e78-4528-a73f-499ac150dca8", + "metadata": {}, + "source": [ + "## Chaining\n", + "\n", + "We can [chain](/docs/how_to/sequence/) our model with a prompt template like so:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e197d1d7-a070-4c96-9f8a-a0e86d046e0b", + "metadata": {}, + "outputs": [], + "source": [ + "from langchain_core.prompts import ChatPromptTemplate\n", + "\n", + "prompt = ChatPromptTemplate(\n", + " [\n", + " (\n", + " \"system\",\n", + " \"You are a helpful assistant that translates {input_language} to {output_language}.\",\n", + " ),\n", + " (\"human\", \"{input}\"),\n", + " ]\n", + ")\n", + "\n", + "chain = prompt | llm\n", + "chain.invoke(\n", + " {\n", + " \"input_language\": \"English\",\n", + " \"output_language\": \"German\",\n", + " \"input\": \"I love programming.\",\n", + " }\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "3a5bb5ca-c3ae-4a58-be67-2cd18574b9a3", + "metadata": {}, + "source": [ + "## API reference\n", + "\n", + "For detailed documentation of all ChatDeepSeek features and configurations head to the [API Reference](https://python.langchain.com/api_reference/deepseek/chat_models/langchain_deepseek.chat_models.ChatDeepSeek.html)." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/docs/integrations/providers/deepseek.ipynb b/docs/docs/integrations/providers/deepseek.ipynb new file mode 100644 index 00000000000..74ac2179a6e --- /dev/null +++ b/docs/docs/integrations/providers/deepseek.ipynb @@ -0,0 +1,48 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# DeepSeek\n", + "\n", + "[DeepSeek](https://www.deepseek.com/) is a Chinese artificial intelligence company that develops LLMs." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "y8ku6X96sebl" + }, + "outputs": [], + "source": [ + "from langchain_deepseek import ChatDeepSeek" + ] + } + ], + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.11" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/libs/cli/langchain_cli/integration_template/docs/chat.ipynb b/libs/cli/langchain_cli/integration_template/docs/chat.ipynb index c0dbef51355..e6b89ecf937 100644 --- a/libs/cli/langchain_cli/integration_template/docs/chat.ipynb +++ b/libs/cli/langchain_cli/integration_template/docs/chat.ipynb @@ -19,7 +19,7 @@ "\n", "- TODO: Make sure API reference link is correct.\n", "\n", - "This will help you getting started with __ModuleName__ [chat models](/docs/concepts/chat_models). For detailed documentation of all Chat__ModuleName__ features and configurations head to the [API reference](https://api.python.langchain.com/en/latest/chat_models/__module_name__.chat_models.Chat__ModuleName__.html).\n", + "This will help you getting started with __ModuleName__ [chat models](/docs/concepts/chat_models). For detailed documentation of all Chat__ModuleName__ features and configurations head to the [API reference](https://python.langchain.com/api_reference/__package_name_short_snake__/chat_models/__module_name__.chat_models.Chat__ModuleName__.html).\n", "\n", "- TODO: Add any other relevant links, like information about models, prices, context windows, etc. See https://python.langchain.com/docs/integrations/chat/openai/ for an example.\n", "\n", @@ -32,7 +32,7 @@ "\n", "| Class | Package | Local | Serializable | [JS support](https://js.langchain.com/docs/integrations/chat/__package_name_short_snake__) | Package downloads | Package latest |\n", "| :--- | :--- | :---: | :---: | :---: | :---: | :---: |\n", - "| [Chat__ModuleName__](https://api.python.langchain.com/en/latest/chat_models/__module_name__.chat_models.Chat__ModuleName__.html) | [__package_name__](https://api.python.langchain.com/en/latest/__package_name_short_snake___api_reference.html) | ✅/❌ | beta/❌ | ✅/❌ | ![PyPI - Downloads](https://img.shields.io/pypi/dm/__package_name__?style=flat-square&label=%20) | ![PyPI - Version](https://img.shields.io/pypi/v/__package_name__?style=flat-square&label=%20) |\n", + "| [Chat__ModuleName__](https://python.langchain.com/api_reference/__package_name_short_snake__/chat_models/__module_name__.chat_models.Chat__ModuleName__.html) | [__package_name__](https://python.langchain.com/api_reference/__package_name_short_snake__/) | ✅/❌ | beta/❌ | ✅/❌ | ![PyPI - Downloads](https://img.shields.io/pypi/dm/__package_name__?style=flat-square&label=%20) | ![PyPI - Version](https://img.shields.io/pypi/v/__package_name__?style=flat-square&label=%20) |\n", "\n", "### Model features\n", "| [Tool calling](/docs/how_to/tool_calling) | [Structured output](/docs/how_to/structured_output/) | JSON mode | [Image input](/docs/how_to/multimodal_inputs/) | Audio input | Video input | [Token-level streaming](/docs/how_to/chat_streaming/) | Native async | [Token usage](/docs/how_to/chat_token_usage_tracking/) | [Logprobs](/docs/how_to/logprobs/) |\n", @@ -234,7 +234,7 @@ "source": [ "## API reference\n", "\n", - "For detailed documentation of all Chat__ModuleName__ features and configurations head to the API reference: https://api.python.langchain.com/en/latest/chat_models/__module_name__.chat_models.Chat__ModuleName__.html" + "For detailed documentation of all Chat__ModuleName__ features and configurations head to the [API reference](https://python.langchain.com/api_reference/__package_name_short_snake__/chat_models/__module_name__.chat_models.Chat__ModuleName__.html)" ] } ], diff --git a/libs/packages.yml b/libs/packages.yml index d63ab580bb2..1582c8a196f 100644 --- a/libs/packages.yml +++ b/libs/packages.yml @@ -365,3 +365,9 @@ packages: repo: sambanova/langchain-sambanova path: . downloads: 0 +- name: langchain-deepseek-official + repo: langchain-ai/langchain + path: libs/partners/deepseek + downloads: 0 + js: '@langchain/deepseek' + provider_page: deepseek diff --git a/libs/partners/deepseek/.gitignore b/libs/partners/deepseek/.gitignore new file mode 100644 index 00000000000..bee8a64b79a --- /dev/null +++ b/libs/partners/deepseek/.gitignore @@ -0,0 +1 @@ +__pycache__ diff --git a/libs/partners/deepseek/LICENSE b/libs/partners/deepseek/LICENSE new file mode 100644 index 00000000000..fc0602feecd --- /dev/null +++ b/libs/partners/deepseek/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2024 LangChain, Inc. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/libs/partners/deepseek/Makefile b/libs/partners/deepseek/Makefile new file mode 100644 index 00000000000..0de6904e84e --- /dev/null +++ b/libs/partners/deepseek/Makefile @@ -0,0 +1,64 @@ +.PHONY: all format lint test tests integration_tests docker_tests help extended_tests + +# Default target executed when no arguments are given to make. +all: help + +# Define a variable for the test file path. +TEST_FILE ?= tests/unit_tests/ +integration_test integration_tests: TEST_FILE = tests/integration_tests/ + + +# unit tests are run with the --disable-socket flag to prevent network calls +test tests: + poetry run pytest --disable-socket --allow-unix-socket $(TEST_FILE) + +test_watch: + poetry run ptw --snapshot-update --now . -- -vv $(TEST_FILE) + +# integration tests are run without the --disable-socket flag to allow network calls +integration_test integration_tests: + poetry run pytest --timeout=30 $(TEST_FILE) + +###################### +# LINTING AND FORMATTING +###################### + +# Define a variable for Python and notebook files. +PYTHON_FILES=. +MYPY_CACHE=.mypy_cache +lint format: PYTHON_FILES=. +lint_diff format_diff: PYTHON_FILES=$(shell git diff --relative=libs/partners/deepseek --name-only --diff-filter=d master | grep -E '\.py$$|\.ipynb$$') +lint_package: PYTHON_FILES=langchain_deepseek +lint_tests: PYTHON_FILES=tests +lint_tests: MYPY_CACHE=.mypy_cache_test + +lint lint_diff lint_package lint_tests: + [ "$(PYTHON_FILES)" = "" ] || poetry run ruff check $(PYTHON_FILES) + [ "$(PYTHON_FILES)" = "" ] || poetry run ruff format $(PYTHON_FILES) --diff + [ "$(PYTHON_FILES)" = "" ] || mkdir -p $(MYPY_CACHE) && poetry run mypy $(PYTHON_FILES) --cache-dir $(MYPY_CACHE) + +format format_diff: + [ "$(PYTHON_FILES)" = "" ] || poetry run ruff format $(PYTHON_FILES) + [ "$(PYTHON_FILES)" = "" ] || poetry run ruff check --select I --fix $(PYTHON_FILES) + +spell_check: + poetry run codespell --toml pyproject.toml + +spell_fix: + poetry run codespell --toml pyproject.toml -w + +check_imports: $(shell find langchain_deepseek -name '*.py') + poetry run python ./scripts/check_imports.py $^ + +###################### +# HELP +###################### + +help: + @echo '----' + @echo 'check_imports - check imports' + @echo 'format - run code formatters' + @echo 'lint - run linters' + @echo 'test - run unit tests' + @echo 'tests - run unit tests' + @echo 'test TEST_FILE= - run all tests in file' diff --git a/libs/partners/deepseek/README.md b/libs/partners/deepseek/README.md new file mode 100644 index 00000000000..2c0e83361bb --- /dev/null +++ b/libs/partners/deepseek/README.md @@ -0,0 +1,24 @@ +# langchain-deepseek-official + +This package contains the LangChain integration with the DeepSeek API + +## Installation + +```bash +pip install -U langchain-deepseek-official +``` + +And you should configure credentials by setting the following environment variables: + +* `DEEPSEEK_API_KEY` + +## Chat Models + +`ChatDeepSeek` class exposes chat models from DeepSeek. + +```python +from langchain_deepseek import ChatDeepSeek + +llm = ChatDeepSeek(model="deepseek-chat") +llm.invoke("Sing a ballad of LangChain.") +``` diff --git a/libs/partners/deepseek/langchain_deepseek/__init__.py b/libs/partners/deepseek/langchain_deepseek/__init__.py new file mode 100644 index 00000000000..519ba6281c8 --- /dev/null +++ b/libs/partners/deepseek/langchain_deepseek/__init__.py @@ -0,0 +1,15 @@ +from importlib import metadata + +from langchain_deepseek.chat_models import ChatDeepSeek + +try: + __version__ = metadata.version(__package__) +except metadata.PackageNotFoundError: + # Case where package metadata is not available. + __version__ = "" +del metadata # optional, avoids polluting the results of dir(__package__) + +__all__ = [ + "ChatDeepSeek", + "__version__", +] diff --git a/libs/partners/deepseek/langchain_deepseek/chat_models.py b/libs/partners/deepseek/langchain_deepseek/chat_models.py new file mode 100644 index 00000000000..01bd674ac7a --- /dev/null +++ b/libs/partners/deepseek/langchain_deepseek/chat_models.py @@ -0,0 +1,220 @@ +"""DeepSeek chat models.""" + +from typing import Dict, Optional, Union + +import openai +from langchain_core.outputs import ChatResult +from langchain_core.utils import from_env, secret_from_env +from langchain_openai.chat_models.base import BaseChatOpenAI +from pydantic import ConfigDict, Field, SecretStr, model_validator +from typing_extensions import Self + +DEFAULT_API_BASE = "https://api.deepseek.com/v1" + + +class ChatDeepSeek(BaseChatOpenAI): + """DeepSeek chat model integration to access models hosted in DeepSeek's API. + + Setup: + Install ``langchain-deepseek-official`` and set environment variable ``DEEPSEEK_API_KEY``. + + .. code-block:: bash + + pip install -U langchain-deepseek-official + export DEEPSEEK_API_KEY="your-api-key" + + Key init args — completion params: + model: str + Name of DeepSeek model to use, e.g. "deepseek-chat". + temperature: float + Sampling temperature. + max_tokens: Optional[int] + Max number of tokens to generate. + + Key init args — client params: + timeout: Optional[float] + Timeout for requests. + max_retries: int + Max number of retries. + api_key: Optional[str] + DeepSeek API key. If not passed in will be read from env var DEEPSEEK_API_KEY. + + See full list of supported init args and their descriptions in the params section. + + Instantiate: + .. code-block:: python + + from langchain_deepseek import ChatDeepSeek + + llm = ChatDeepSeek( + model="...", + temperature=0, + max_tokens=None, + timeout=None, + max_retries=2, + # api_key="...", + # other params... + ) + + Invoke: + .. code-block:: python + + messages = [ + ("system", "You are a helpful translator. Translate the user sentence to French."), + ("human", "I love programming."), + ] + llm.invoke(messages) + + Stream: + .. code-block:: python + + for chunk in llm.stream(messages): + print(chunk) + + .. code-block:: python + + stream = llm.stream(messages) + full = next(stream) + for chunk in stream: + full += chunk + full + + Async: + .. code-block:: python + + await llm.ainvoke(messages) + + # stream: + # async for chunk in (await llm.astream(messages)) + + # batch: + # await llm.abatch([messages]) + + Tool calling: + .. code-block:: python + + from pydantic import BaseModel, Field + + class GetWeather(BaseModel): + '''Get the current weather in a given location''' + + location: str = Field(..., description="The city and state, e.g. San Francisco, CA") + + class GetPopulation(BaseModel): + '''Get the current population in a given location''' + + location: str = Field(..., description="The city and state, e.g. San Francisco, CA") + + llm_with_tools = llm.bind_tools([GetWeather, GetPopulation]) + ai_msg = llm_with_tools.invoke("Which city is hotter today and which is bigger: LA or NY?") + ai_msg.tool_calls + + See ``ChatDeepSeek.bind_tools()`` method for more. + + Structured output: + .. code-block:: python + + from typing import Optional + + from pydantic import BaseModel, Field + + class Joke(BaseModel): + '''Joke to tell user.''' + + setup: str = Field(description="The setup of the joke") + punchline: str = Field(description="The punchline to the joke") + rating: Optional[int] = Field(description="How funny the joke is, from 1 to 10") + + structured_llm = llm.with_structured_output(Joke) + structured_llm.invoke("Tell me a joke about cats") + + See ``ChatDeepSeek.with_structured_output()`` for more. + + Token usage: + .. code-block:: python + + ai_msg = llm.invoke(messages) + ai_msg.usage_metadata + + .. code-block:: python + + {'input_tokens': 28, 'output_tokens': 5, 'total_tokens': 33} + + Response metadata + .. code-block:: python + + ai_msg = llm.invoke(messages) + ai_msg.response_metadata + + """ # noqa: E501 + + model_name: str = Field(alias="model") + """The name of the model""" + api_key: Optional[SecretStr] = Field( + default_factory=secret_from_env("DEEPSEEK_API_KEY", default=None) + ) + """DeepSeek API key""" + api_base: str = Field( + default_factory=from_env("DEEPSEEK_API_BASE", default=DEFAULT_API_BASE) + ) + """DeepSeek API base URL""" + + model_config = ConfigDict(populate_by_name=True) + + @property + def _llm_type(self) -> str: + """Return type of chat model.""" + return "chat-deepseek" + + @property + def lc_secrets(self) -> Dict[str, str]: + """A map of constructor argument names to secret ids.""" + return {"api_key": "DEEPSEEK_API_KEY"} + + @model_validator(mode="after") + def validate_environment(self) -> Self: + if self.api_base == DEFAULT_API_BASE and not ( + self.api_key and self.api_key.get_secret_value() + ): + raise ValueError("If using default api base, DEEPSEEK_API_KEY must be set.") + client_params: dict = { + k: v + for k, v in { + "api_key": self.api_key.get_secret_value() if self.api_key else None, + "base_url": self.api_base, + "timeout": self.request_timeout, + "max_retries": self.max_retries, + "default_headers": self.default_headers, + "default_query": self.default_query, + }.items() + if v is not None + } + + if not (self.client or None): + sync_specific: dict = {"http_client": self.http_client} + self.client = openai.OpenAI( + **client_params, **sync_specific + ).chat.completions + if not (self.async_client or None): + async_specific: dict = {"http_client": self.http_async_client} + self.async_client = openai.AsyncOpenAI( + **client_params, **async_specific + ).chat.completions + return self + + def _create_chat_result( + self, + response: Union[dict, openai.BaseModel], + generation_info: Optional[Dict] = None, + ) -> ChatResult: + rtn = super()._create_chat_result(response, generation_info) + + if not isinstance(response, openai.BaseModel): + return rtn + 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and LangChain" +authors = [] +readme = "README.md" +repository = "https://github.com/langchain-ai/langchain" +license = "MIT" + +[tool.mypy] +disallow_untyped_defs = "True" + +[tool.poetry.urls] +"Source Code" = "https://github.com/langchain-ai/langchain/tree/master/libs/partners/deepseek" +"Release Notes" = "https://github.com/langchain-ai/langchain/releases?q=tag%3A%22deepseek%3D%3D0%22&expanded=true" + +[tool.poetry.dependencies] +python = ">=3.9,<4.0" +langchain-core = "^0.3.15" +langchain-openai = "^0.3.2" + +[tool.ruff.lint] +select = ["E", "F", "I", "T201"] + +[tool.coverage.run] +omit = ["tests/*"] + +[tool.pytest.ini_options] +addopts = "--strict-markers --strict-config --durations=5" +markers = [ + "compile: mark placeholder test used to compile integration tests without running them", +] +asyncio_mode = "auto" + +[tool.poetry.group.test] +optional = true + +[tool.poetry.group.codespell] +optional = true + +[tool.poetry.group.test_integration] +optional = true + +[tool.poetry.group.lint] +optional = true + +[tool.poetry.group.dev] +optional = true + +[tool.poetry.group.dev.dependencies] + +[tool.poetry.group.test.dependencies] +pytest = "^7.4.3" +pytest-asyncio = "^0.23.2" +pytest-socket = "^0.7.0" +pytest-watcher = "^0.3.4" +langchain-tests = "^0.3.5" +langchain-openai = { path = "../openai" } + +[tool.poetry.group.codespell.dependencies] +codespell = "^2.2.6" + +[tool.poetry.group.test_integration.dependencies] + +[tool.poetry.group.lint.dependencies] +ruff = "^0.5" + +[tool.poetry.group.typing.dependencies] +mypy = "^1.10" diff --git a/libs/partners/deepseek/scripts/check_imports.py b/libs/partners/deepseek/scripts/check_imports.py new file mode 100644 index 00000000000..58a460c1493 --- /dev/null +++ b/libs/partners/deepseek/scripts/check_imports.py @@ -0,0 +1,17 @@ +import sys +import traceback +from importlib.machinery import SourceFileLoader + +if __name__ == "__main__": + files = sys.argv[1:] + has_failure = False + for file in files: + try: + SourceFileLoader("x", file).load_module() + except Exception: + has_failure = True + print(file) # noqa: T201 + traceback.print_exc() + print() # noqa: T201 + + sys.exit(1 if has_failure else 0) diff --git a/libs/partners/deepseek/scripts/lint_imports.sh b/libs/partners/deepseek/scripts/lint_imports.sh new file mode 100755 index 00000000000..19ccec1480c --- /dev/null +++ b/libs/partners/deepseek/scripts/lint_imports.sh @@ -0,0 +1,18 @@ +#!/bin/bash + +set -eu + +# Initialize a variable to keep track of errors +errors=0 + +# make sure not importing from langchain, langchain_experimental, or langchain_community +git --no-pager grep '^from langchain\.' . && errors=$((errors+1)) +git --no-pager grep '^from langchain_experimental\.' . && errors=$((errors+1)) +git --no-pager grep '^from langchain_community\.' . && errors=$((errors+1)) + +# Decide on an exit status based on the errors +if [ "$errors" -gt 0 ]; then + exit 1 +else + exit 0 +fi diff --git a/libs/partners/deepseek/tests/__init__.py b/libs/partners/deepseek/tests/__init__.py new file mode 100644 index 00000000000..e69de29bb2d diff --git a/libs/partners/deepseek/tests/integration_tests/__init__.py b/libs/partners/deepseek/tests/integration_tests/__init__.py new file mode 100644 index 00000000000..e69de29bb2d diff --git a/libs/partners/deepseek/tests/integration_tests/test_chat_models.py b/libs/partners/deepseek/tests/integration_tests/test_chat_models.py new file mode 100644 index 00000000000..d986edb58e9 --- /dev/null +++ b/libs/partners/deepseek/tests/integration_tests/test_chat_models.py @@ -0,0 +1,30 @@ +"""Test ChatDeepSeek chat model.""" + +from typing import Type + +from langchain_tests.integration_tests import ChatModelIntegrationTests + +from langchain_deepseek.chat_models import ChatDeepSeek + + +class TestChatDeepSeek(ChatModelIntegrationTests): + @property + def chat_model_class(self) -> Type[ChatDeepSeek]: + return ChatDeepSeek + + @property + def chat_model_params(self) -> dict: + # These should be parameters used to initialize your integration for testing + return { + "model": "deepseek-chat", + "temperature": 0, + } + + +def test_reasoning_content() -> None: + """Test reasoning content.""" + chat_model = ChatDeepSeek(model="deepseek-reasoner") + response = chat_model.invoke("What is the square root of 256256?") + assert response.content + assert response.additional_kwargs["reasoning_content"] + raise ValueError() diff --git a/libs/partners/deepseek/tests/integration_tests/test_compile.py b/libs/partners/deepseek/tests/integration_tests/test_compile.py new file mode 100644 index 00000000000..33ecccdfa0f --- /dev/null +++ b/libs/partners/deepseek/tests/integration_tests/test_compile.py @@ -0,0 +1,7 @@ +import pytest + + +@pytest.mark.compile +def test_placeholder() -> None: + """Used for compiling integration tests without running any real tests.""" + pass diff --git a/libs/partners/deepseek/tests/unit_tests/__init__.py b/libs/partners/deepseek/tests/unit_tests/__init__.py new file mode 100644 index 00000000000..e69de29bb2d diff --git a/libs/partners/deepseek/tests/unit_tests/test_chat_models.py b/libs/partners/deepseek/tests/unit_tests/test_chat_models.py new file mode 100644 index 00000000000..9eeff17bbae --- /dev/null +++ b/libs/partners/deepseek/tests/unit_tests/test_chat_models.py @@ -0,0 +1,37 @@ +"""Test chat model integration.""" + +from typing import Type + +from langchain_tests.unit_tests import ChatModelUnitTests + +from langchain_deepseek.chat_models import ChatDeepSeek + + +class TestChatDeepSeekUnit(ChatModelUnitTests): + @property + def chat_model_class(self) -> Type[ChatDeepSeek]: + return ChatDeepSeek + + @property + def init_from_env_params(self) -> tuple[dict, dict, dict]: + return ( + { + "DEEPSEEK_API_KEY": "api_key", + "DEEPSEEK_API_BASE": "api_base", + }, + { + "model": "deepseek-chat", + }, + { + "api_key": "api_key", + "api_base": "api_base", + }, + ) + + @property + def chat_model_params(self) -> dict: + # These should be parameters used to initialize your integration for testing + return { + "model": "deepseek-chat", + "api_key": "api_key", + }