AutoPlugin

Inspiration

We were working with a research group that was training AI on different GPT plugins and APIs, so we were inspired to build our own tool with an interface we created.

What it does

It integrates and uses different GPT plugins and APIs seamlessly in a singular prompt without having to install and switch between plugins.

How we built it

We built it using a LLAMA trained on 1000 A100s tailored to 6 specific APIS. We built an API in Python and an interface in react to communicate with the model.

Challenges we ran into

It was challenging to develop the API to communicate between the react frontend and stream responses from the AI.

Accomplishments that we're proud of

We are proud of integrating the different components of our application.

What we learned

We learned how to use LangChain. This was also our first time building a project in react.

What's next for AutoPlugin

We wanted to integrate more APIs and plugins.

Built With

• chatgpt
• deepspeed
• langchain
• llama
• python
• react.js