ChatRPC

ChatRPC is a framework that allows large language models to interact with external services.

Users of the library define methods and services:

const isEven = new Method({
  handler: async (input: number) => input % 2 === 0,
  input: { type: 'number' },
  output: { type: 'boolean' },
});

const calculatorService = new Service({ name: 'calculator' })
  .registerMethod('isEven',isEven);

The LLM's will be prompted to output only valid JSON that can either contain a message to the user or a method call, for example:

User: {"message":"Hello, I would like to get information about currency conversion."}
Assistant: {"message":"I have have access to a realtime currency conversion service. What currency would you like to convert from?"}
User: {"message":"I would like to convert 500 USD to EUR."}
Assistant: {"service":"currency","method":"convert","input":{"amount":500,"from":"USD","to":"EUR"}}
System: {"output":415.53}
Assistant: {"message":"500 USD is equivalent to 415.53 EUR."}

Example Application

A working example that integrates TMDB into ChatGPT can be found here: examples/tmdb-openai.

License

Distributed under the MIT License. See LICENSE.txt for more information.

Acknowledgments

• typescript-starter has helped me get started with this project.