nexplain / api-agent

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API-Agent: Decouple Your Work into APIs

API-Agent is an open-source application enabling users to converts their work into a sequence of executable API calls. The API-Agent solves the problems of transforming natural language into API calls and executing the APIs for user, it can be done either through chatting with a AI-agent, or enabling the agent to self-prompt solutions for emails or notifications.

Demo 07 11st 2023

api_agent_sqaure_720.-.720WebShareName.mov

Demo made by Zhen Li

🚀 Features

• 🧠 Capability to convert natural language into executable API calls
• 🔌 Integrations with Google Calendar and Gmail
• 🔗 Self-prompting email reply actions

Quickstart

0. Get an OpenAI API Key, and add it in .env file.
1. Download the latest repo git clone https://github.com/NExPlain/API-Agent && cd API-Agent
2. Install the requirements pip install -r requirements.txt
3. Start the local demo chainlit run api_gpt/prompts/explore_api_demo.py -w

🌐 Live demo

• www.debrief-ai.com
  • Self-prompting email reply actions
• www.plasma-ai.com
  • API Agent demo
  • This demo is using a outdated version of this repo

⚠️ Limitations

This project comes with some limitations:

1. May not provide accurate API to execute in some scenarios, the capability is capped by GPT.
2. The integration only supports Gmail and Google Calendar at this point.

👀 What I'm looking for

I open source this project to attract more people believes in the productivity from combining LLM + API. Chatgpt plugins are great, but the world need more adventurers. If you are intereted in this project, here are some items on the roadmap:

1. Improve the demo experience. We polished the experience on launched product, but for demo experience we need more user feedback and contributions.
2. Expand use cases to more APIs. github and slack will be a great starting point.
3. Auto API integrations
   • Integrating more APIs is the bottleneck for expanding the capability for this project.
   • GPT-4 can generate code that connects Debrief-AI easily, you can check out this demo video.