Code Monkey home page Code Monkey logo

autogpt-langchain-nodejs's Introduction

AutoGPT with Langchain in Node.js

This repository contains a Node.js boilerplate for getting started with AutoGPT using Langchain. The project demonstrates how to set up and use the experimental AutoGPT implementation in a Node.js environment. It provides a foundation for building applications that leverage the power of generative language models and external APIs to create dynamic and interactive content.

Prerequisites

Getting Started

  1. Clone the repository:

    git clone https://github.com/your-username/autogpt-langchain-nodejs.git cd autogpt-langchain-nodejs

  2. Install dependencies:

    npm install langchain hnswlib dotenv

  3. Create a .env file in the root directory and add your API keys:

    OPENAI_API_KEY=your_openai_api_key SERPAPI_API_KEY=your_serp_api_key

  4. Run the index.js script to see AutoGPT in action:

    node index.js

How It Works

The index.js script performs the following steps:

  • Imports necessary modules from Langchain, including AutoGPT, ReadFileTool, WriteFileTool, SerpAPI, NodeFileStore, HNSWLib, OpenAIEmbeddings, and ChatOpenAI.
  • Configures dotenv to manage environment variables.
  • Instantiates NodeFileStore, tools for file operations and SERP API, and HNSWLib with OpenAI embeddings.
  • Creates an AutoGPT instance with the ChatOpenAI model, tools, and memory.
  • Demonstrates how to use AutoGPT to perform tasks and generate content.

Customization

This boilerplate provides a starting point for your own projects. You can customize the code to create a wide range of applications, such as generating dynamic web content, creating interactive chatbots, and more. Feel free to experiment and explore the capabilities of AutoGPT and Langchain!

autogpt-langchain-nodejs's People

Contributors

developersdigest avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.