ChatGPT Plugin

The ChatGPT Plugin simplifies chatbot creation by reverse engineering OpenAI's ChatGPT project. To build your own LLM chatbot, all you need is an OpenAPI specification. LLM chatbots offer powerful features out of the box such as:

• Responds and understand multiple languages
• Able to generate responses by utilising past messages
• Good understanding of user intentions
• ...

Getting Started

pip install chatgpt-plugin

How does it work

The framework generates for you an JSON that contains:

• The endpoint that needs to be called
• The endpoint body & params that needs to be passed to fulfill the users wish
• A response message for each documented case

For the case of an TODO app:

from chatgpt_plugin.plugin import ChatPlugin

with open("todo_openapi.json") as f:
    openapi_specs = f.read()

todo_plugin = ChatPlugin(openapi_specs=openapi_specs)
todo_plugin.chat(message="Add buying frozen pizza as an todo")

The plugin framework will generate following python object:

endpoint='/todos/' 
endpoint_params={} 
endpoint_body={'title': 'Buy frozen pizza', 'description': 'Remember to buy frozen pizza', 'completed': False} 
message=[MessageResponse(response_message='Todo created successfully', response_code=200), 
         MessageResponse(response_message='Validation Error', response_code=422)]

Examples

You can find more examples under the examples folder.

Tips and Tricks

Here are some recommendations to make full use of this framework.

• Add a description to your query parameter to make the usage more clear
• Make the language specific e.g. if your query parameter only accept English then specify it in the description
• Add all possible responses. If your API can fail for a reason, document it.

Licenses

Apache License Version 2.0, see LICENSE