raigent

AI agent that can create it's own tool implementations for function calling.

• Agent realises if it's tool are enough to complete the user task. If not, it will implement the tool and call it.
• Based on OpenAI/o1 by default, other models can be configured.
• User can approve or reject the new implementations.
• In case of an error the agent can automatically fix the tool and provide a new version of it.
• CLI-based chat interface for now.
• New tools are persisted.

1. Set env variable OPENAI_API_KEY
2. npm i
3. npm run start-dev

Examples

Agent creating and using a new tool

Starting agent..
Agent initialized with 2 tools:
* git-status
* read_website_content

What would you like to do?

> What is the weather in Espoo currently?
Adding new tool:
I would like to add a new tool get-weather-espoo:
import { get } from "https";

export const tool = {
  declaration: {
    type: "function",
    function: {
      name: "get-weather-espoo",
      description: "Gets the current weather in Espoo, Finland from open-meteo.com, including temperature, wind speed, wind direction, weather code, and time.",
      parameters: {
        type: "object",
        properties: {},
        required: [],
      },
    },
  },
  execute: async (toolCall: any) => {
    return new Promise((resolve, reject) => {
      get("https://api.open-meteo.com/v1/forecast?latitude=60.21&longitude=24.66&current_weather=true", (res) => {
        let data = "";
        res.on("data", (chunk) => {
          data += chunk;
        });
        res.on("end", () => {
          try {
            const json = JSON.parse(data);
            const currentWeather = json.current_weather;
            resolve({
              temperature: currentWeather.temperature,
              windspeed: currentWeather.windspeed,
              winddirection: currentWeather.winddirection,
              weathercode: currentWeather.weathercode,
              time: currentWeather.time,
            });
          } catch (e) {
            reject(e);
          }
        });
      }).on("error", (err) => {
        reject(err);
      });
    });
  },
};
Do you accept this as new tool get-weather-espoo? (yes/no) yes
importing tool/tools/user-defined/get-weather-espoo.ts
New tool get-weather-espoo added
Currently in Espoo, the temperature is -6.4 °C with a wind speed of 11.9 m/s from a direction of 18 degrees. The weather code is 3 (overcast), and this measurement was taken at 2025-02-14T08:45.

Rejecting and modifying a tool

I would like to add a new tool weather-in-espoo:
import { https } from 'node:https';

export const tool = {
  declaration: {
    type: "function",
    function: {
      name: "weather-in-espoo",
      description: "A tool to retrieve the current weather information for Espoo, Finland. Uses wttr.in, which provides a free JSON endpoint.",
      parameters: {
        type: "object",
        properties: {},
        required: []
      }
    }
  },
  execute: async (toolCall) => {
      // ...
      https.get(url, (res) => {
      // ...
    });
  }
};

Do you accept this as new tool weather-in-espoo? (yes/no) no
How should I modify the tool?
> Please use fetch instead of https for fetching the data.

Adding new tool:
I would like to add a new tool weather-in-espoo:
export const tool = {
  declaration: {
    type: "function",
    function: {
      name: "weather-in-espoo",
      description: "A tool to retrieve the current weather information for Espoo, Finland. Uses wttr.in, which provides a free JSON endpoint.",
      parameters: {
        type: "object",
        properties: {},
        required: []
      }
    }
  },
  execute: async () => {
    // ..
      const response = await fetch(url);
    // ..
  }
};
Do you accept this as new tool weather-in-espoo? (yes/no)