0.0.12 • Published 11 months ago

@coinbase/twitter-langchain v0.0.12

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Repository
github
Last release
11 months ago

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

npm install @coinbase/twitter-langchain

Environment Setup

Set the following environment variables:

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

Usage

Basic Setup

import { TwitterAgentkit } from "@coinbase/cdp-agentkit-core";
import { TwitterToolkit } from "@coinbase/twitter-langchain";

// Initialize Twitter AgentKit
const agentkit = new TwitterAgentkit();

// Create toolkit
const toolkit = new TwitterToolkit(agentkit);

// Get available tools
const tools = toolkit.getTools();

Available Tools

The toolkit provides the following tools:

  1. account_details - Get the authenticated account details
  2. account_mentions - Get mentions for the account
  3. post_tweet - Post a tweet to the account
  4. post_tweet_reply - Post a reply to a tweet on Twitter

Using with an Agent

Additional Installations

npm install @langchain/langgraph @langchain/openai
import { ChatOpenAI } from "@langchain/openai";
import { createReactAgent } from "@langchain/langgraph/prebuilt";

// Initialize LLM
const model = new ChatOpenAI({
  model: "gpt-4o-mini",
});

// Create agent executor
const agent = createReactAgent({
  llm: model,
  tools,
});

// Example usage
const result = await agent.invoke({
  messages: [new HumanMessage("please post 'hello, world!' to twitter")],
});

console.log(result.messages[result.messages.length - 1].content);

Examples

Check out twitter-langchain/examples for inspiration and help getting started!

  • Chatbot Typescript: Simple example of a Node.js Chatbot that can interact on Twitter (X), using OpenAI.

Contributing

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

0.0.12

11 months ago

0.0.11

11 months ago

0.0.10

11 months ago

0.0.9

12 months ago

0.0.8

12 months ago

0.0.7

12 months ago

0.0.6

1 year ago