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+langchain = "^0.3.7" +tweepy = "^4.14.0" + + +[tool.poetry.group.dev.dependencies] +ruff = "^0.7.2" +python-lsp-server = "^1.12.0" +ruff-lsp = "^0.0.58" +pytest = "^8.3.3" +pytest-cov = "^6.0.0" +mypy = "^1.13.0" + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" + +[tool.mypy] +python_version = "3.10" +strict = true +ignore_missing_imports = true + +[tool.ruff] +line-length = 100 +target-version = "py310" +exclude = ["./build/**", "./dist/**", "./docs/**"] + +[tool.ruff.lint] +select = ["E", "F", "I", "N", "W", "D", "UP", "B", "C4", "SIM", "RUF"] +ignore = ["D213", "D203", "D100", "D104", "D107", "E501"] + +[tool.ruff.format] +quote-style = "double" +indent-style = "space" +skip-magic-trailing-comma = false +line-ending = "auto" + +[tool.ruff.lint.isort] +known-first-party = ["cdp_agentkit_core", "twitter_langchain"] diff --git a/twitter-langchain/twitter_langchain/__init__.py b/twitter-langchain/twitter_langchain/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/twitter-langchain/twitter_langchain/twitter_action.py b/twitter-langchain/twitter_langchain/twitter_action.py new file mode 100644 index 00000000..7cf69755 --- /dev/null +++ b/twitter-langchain/twitter_langchain/twitter_action.py @@ -0,0 +1,41 @@ +"""Tool allows agents to interact with the Twitter API. + +To use this tool, you must first set as environment variables: + # TODO: List ENV VARs required. + +""" + +from typing import Any + +from langchain_core.callbacks import CallbackManagerForToolRun +from langchain_core.tools import BaseTool +from pydantic import BaseModel + +from twitter_langchain.twitter_api_wrapper import TwitterApiWrapper + + +class TwitterAction(BaseTool): # type: ignore[override] + """Tool for interacting with the Twitter API.""" + + twitter_apiwrapper: TwitterApiWrapper + mode: str + name: str = "" + description: str = "" + args_schema: type[BaseModel] | None = None + + def _run( + self, + instructions: str | None = "", + run_manager: CallbackManagerForToolRun | None = None, + **kwargs: Any, + ) -> str: + """Use the Twitter (X) API to run an operation.""" + if not instructions or instructions == "{}": + # Catch other forms of empty input that GPT-4 likes to send. + instructions = "" + if self.args_schema is not None: + validated_input_data = self.args_schema(**kwargs) + parsed_input_args = validated_input_data.model_dump() + else: + parsed_input_args = {"instructions": instructions} + return self.twitter_api_wrapper.run(self.mode, **parsed_input_args) diff --git a/twitter-langchain/twitter_langchain/twitter_api_wrapper.py b/twitter-langchain/twitter_langchain/twitter_api_wrapper.py new file mode 100644 index 00000000..211e698f --- /dev/null +++ b/twitter-langchain/twitter_langchain/twitter_api_wrapper.py @@ -0,0 +1,19 @@ +"""Util that calls Twitter API.""" + +from typing import Any + +from pydantic import BaseModel, model_validator + + +class TwitterApiWrapper(BaseModel): + """Wrapper for Twitter API.""" + + @model_validator(mode="before") + @classmethod + def validate_environment(cls, values: dict) -> Any: + """TODO: Implement.""" + pass + + def run(self, mode: str, **kwargs) -> str: + """Run the action via the Twitter API.""" + raise ValueError("Invalid mode" + mode) diff --git a/twitter-langchain/twitter_langchain/twitter_toolkit.py b/twitter-langchain/twitter_langchain/twitter_toolkit.py new file mode 100644 index 00000000..7b73caf2 --- /dev/null +++ b/twitter-langchain/twitter_langchain/twitter_toolkit.py @@ -0,0 +1,129 @@ +"""TwitterToolkit.""" + +from langchain_core.tools import BaseTool +from langchain_core.tools.base import BaseToolkit +from twitterlangchain import TwitterApiWrapper + +from twitter_langchain import TwitterAction + + +class TwitterToolkit(BaseToolkit): + """Twitter (X) Toolkit. + + *Security Note*: This toolkit contains tools that can read and modify + the state of a service; e.g., by creating, deleting, or updating, + reading underlying data. + + For example, this toolkit can be used post messages on Twitter (X). + + See [Security](https://python.langchain.com/docs/security) for more information. + + Setup: + See detailed installation instructions here: + https://python.langchain.com/docs/integrations/tools/twitter/#installation + + You will need to set the following environment + variables: + + .. code-block:: bash + + # TODO: Add relevant ENV VARs + + Instantiate: + .. code-block:: python + + from twitter_langchain import TwitterToolkit + from twitter_langchain import TwitterAgentkitWrapper + + twitter = TwitterAgentkitWrapper() + twitter_toolkit = TwitterToolkit.from_twitter_api_wrapper(twitter) + + Tools: + .. code-block:: python + + tools = twitter_toolkit.get_tools() + for tool in tools: + print(tool.name) + + .. code-block:: none + + # TODO: Add list of available tools. + + Use within an agent: + .. code-block:: python + + from langchain_openai import ChatOpenAI + from langgraph.prebuilt import create_react_agent + + # Select example tool + tools = [tool for tool in toolkit.get_tools() if tool.name == "post_tweet"] + assert len(tools) == 1 + + llm = ChatOpenAI(model="gpt-4o-mini") + agent_executor = create_react_agent(llm, tools) + + example_query = "Post a hello tweet to the world" + + events = agent_executor.stream( + {"messages": [("user", example_query)]}, + stream_mode="values", + ) + for event in events: + event["messages"][-1].pretty_print() + + .. code-block:: none + + ================================[1m Human Message [0m================================= + + Post a hello tweet to the world + ==================================[1m Ai Message [0m================================== + Tool Calls: + post_tweet (call_iSYJVaM7uchfNHOMJoVPQsOi) + Call ID: call_iSYJVaM7uchfNHOMJoVPQsOi + Args: + no_input: "hello world" + =================================[1m Tool Message [0m================================= + Name: post_tweet + + ... + ==================================[1m Ai Message [0m================================== + + I posted the tweet "hello world". + + Parameters + ---------- + tools: List[BaseTool]. The tools in the toolkit. Default is an empty list. + + """ + + tools: list[BaseTool] = [] # noqa: RUF012 + + @classmethod + def from_twitter_api_wrapper(cls, twitter_api_wrapper: TwitterApiWrapper) -> "TwitterToolkit": + """Create a TwitterToolkit from a TwitterApiWrapper. + + Args: + twitter_api_wrapper: TwitterApiWrapper. The Twitter (X) API wrapper. + + Returns: + TwitterToolkit. The Twitter toolkit. + + """ + actions: list[dict] = [] + + tools = [ + TwitterAction( + name=action["name"], + description=action["description"], + mode=action["mode"], + twitter_api_wrapper=twitter_api_wrapper, + args_schema=action.get("args_schema", None), + ) + for action in actions + ] + + return cls(tools=tools) # type: ignore[arg-type] + + def get_tools(self) -> list[BaseTool]: + """Get the tools in the toolkit.""" + return self.tools