homanp / langchain-ui

🧬 The open source chat-ai toolkit
https://langchain-ui.vercel.app
MIT License
881 stars 160 forks source link
chatgpt langchain nextjs openai vercel

🚨🚨 This repository is unmaintained 🚨🚨

Note that this repository is unmaintained. We've started working on another approach which gives more granular access to LLM-powered Agents. Please check out out https://github.com/homanp/superagent. We appreciate all the feedback and contributions πŸ™πŸ™πŸ™

🧬 LangChain UI

The no-code open source chat-ai toolkit built on top of LangChain.

GitHub Contributors GitHub Last Commit GitHub Issues GitHub Pull Requests Github License

About the project

LangChain UI enables anyone to create and host chatbots using a no-code type of inteface.

Features:

πŸ‘‰ Create custom chatGPT like Chatbot.

πŸ‘‰ Give context to the chatbot using external datasources, chatGPT plugins and prompts.

πŸ‘‰ Dedicated API endpoint for each Chatbot.

πŸ‘‰ Bring your own DB

πŸ‘‰ Bring your own Auth provider (defaults to Github)

πŸ‘‰ Usage quoutas

πŸ‘‰ Embed Chatbots to any site or application

πŸ‘‰ Chatbot themes

... and more

Roadmap

Stack

LangChain UI utilizes NextJS 13 appDir. Read more about it here

Getting started

Langchain UI API

We have migrated all agent functionality from LangChain Typescript to LangChain Python. Thus you will need to run the Langchain UI API in order to interact with the chatbot. In the future when the TS package is on par with the Python package we will migrate to only using Javascript.

Installation

  1. Setup the Langchain UI API

  2. Clone the repo into a public GitHub repository (or fork https://github.com/homanp/langchain-ui/fork). If you plan to distribute the code, keep the source code public.

    git clone https://github.com/homanp/langchain-ui.git
  3. Go to the project folder

    cd langchain-ui
  4. Install packages with npm

    npm install
  5. Set up your .env file

    • Duplicate .env.example to .env
  6. Run the project

    npm run dev
  7. Run the linter

    npm run lint
  8. Build the project

    npm run build

Contributions

Our mission is to make it easy for anyone to create and run LLM apps in the cloud. We are super happy for any contributions you would like to make. Create new features, fix bugs or improve on infra.

You can read more on how to contribute here.