Skip to content

Latest commit

 

History

History
109 lines (83 loc) · 2.95 KB

README.md

File metadata and controls

109 lines (83 loc) · 2.95 KB
Raw

Twitter (X) Langchain Toolkit

Twitter integration with Langchain to enable agentic workflows using the core primitives defined in cdp-agentkit-core.

This toolkit contains tools that enable an LLM agent to interact with Twitter. The toolkit provides a wrapper around the Twitter (X) API, allowing agents to perform social operations like posting text.

Setup

Prerequisites

Installation

pip install twitter-langchain

Environment Setup

Set the following environment variables:

OPENAI_API_KEY=<your-openai-api-key>
TWITTER_API_KEY=<your-api-key>
TWITTER_API_SECRET=<your-api-secret>
TWITTER_ACCESS_TOKEN=<your-access-token>
TWITTER_ACCESS_TOKEN_SECRET=<your-access-token-secret>

Usage

Basic Setup

from twitter_langchain import (
    TwitterApiWrapper,
    TwitterToolkit
)

# Initialize TwitterApiwrapper
twitter_api_wrapper = TwitterApiWrapper()

# Create TwitterToolkit from the api wrapper
twitter_toolkit = TwitterToolkit.from_twitter_api_wrapper(twitter_api_wrapper)

View available tools:

tools = twitter_toolkit.get_tools()
for tool in tools:
    print(tool.name)

The toolkit provides the following tools:

  1. post_tweet - Post tweet to Twitter

Using with an Agent

import uuid

from langchain_openai import ChatOpenAI
from langchain_core.messages import HumanMessage
from langgraph.prebuilt import create_react_agent

llm = ChatOpenAI(model="gpt-4o-mini")

# Create agent
agent_executor = create_react_agent(llm, tools)

# Example - post tweet
events = agent_executor.stream(
    {
        "messages": [
            HumanMessage(content=f"Please post 'hello, world! {uuid.uuid4().hex}' to twitter"),
        ],
    },
    stream_mode="values",
)

for event in events:
    event["messages"][-1].pretty_print()

Expected output:

================================ Human Message =================================
Please post 'hello, world! c4b8e3744c2e4345be9e0622b4c0a8aa' to twitter
================================== Ai Message ==================================
Tool Calls:
    post_tweet (call_xVx4BMCSlCmCcbEQG1yyebbq)
    Call ID: call_xVx4BMCSlCmCcbEQG1yyebbq
    Args:
        tweet: hello, world! c4b8e3744c2e4345be9e0622b4c0a8aa
================================= Tool Message =================================
Name: post_tweet
Successfully posted!
================================== Ai Message ==================================
The message "hello, world! c4b8e3744c2e4345be9e0622b4c0a8aa" has been successfully posted to Twitter!

Contributing

See CONTRIBUTING.md for detailed setup instructions and contribution guidelines.

Documentation

For detailed documentation, please visit: