@isdk/ai-tool

@isdk/ai-tool

A library for abstracting AI utility functions (ToolFunc), providing a series of convenient helper functions.

Note: All ToolFunc parameters are object-based, not positional.

Installation

1. Install the package:

   npm install @isdk/ai-tool
   

Usage

ToolFunc

Register ordinary functions as ToolFunc.

Example

import { ToolFunc } from '@isdk/ai-tool';

// Register a function directly
ToolFunc.register({
  name: 'add',
  description: 'Return the sum of a and b',
  params: { a: { type: 'number' }, b: { type: 'number' } },
  result: 'number',
  func: ({ a, b }: { a: number; b: number }) => a + b,
});

console.log('Result:', ToolFunc.runSync('add', { a: 1, b: 2 }));
// Result: 3

Properties

• func: The main body of the tool function.
• name: Name of the tool function.
• params: Parameter schema for the tool function.
• result: Return type of the tool function.
• scope: Scope of the function.
• description: Description of the tool function.
• setup: Executed during the construction of the ToolFunc instance.
• depends: Dependencies on other ToolFunc instances.

ServerTools (extends ToolFunc)

Server-side AI tool functions.

Features

• Allows exporting the function body as a string for local execution.
• Provides a static toJSON() method to export all service API definitions.

interface ServerFuncItem extends FuncItem {
  apiRoot?: string
  /**
   * API request method, can be 'get' or 'post'
   */
  action?: 'get'|'post'
  // Options for the Node.js fetch function
  fetchOptions?: any
  // Whether to allow exporting the func body itself, default to false
  allowExportFunc?: boolean
}

Usage: Parameters are sent via query string for GET requests and in the body for POST requests.

ClientTools (extends ToolFunc)

Used to call remote AI tool functions (ServerTools).

Features

• Supports loading all remote calls with static loadFromSync(items) and static async loadFrom().
• Prioritizes local execution over remote calls.

interface ClientFuncItem extends FuncItem {
  apiRoot?: string
  action?: 'get'|'post'
  fetchOptions?: any
}

ResServerTools

Resource-based server tools, where resources are named ToolFunc.

Methods

• GET /api/res/:id: Get resource.
• GET /api/res: List resources.
• POST /api/res: Create resource.
• PUT /api/res/:id: Update resource.
• DELETE /api/res/:id: Delete resource.

Custom Methods

Methods prefixed with $ are custom resource methods, accessible via POST.

Example

class TestResTool extends ResServerTools {
  items: any = {}
  params: FuncParams = {
    'id': {type: 'number'},
    'val': {type: 'any'},
  }
  $customMethod({id}: ResServerFuncParams) {
    if (id) {
      const item = this.items[id]
      if (!item) {
        throw new NotFoundError(id, 'res')
      }
      return {name: 'customMethod', id, item}
    }
  }
  get({id}: ResServerFuncParams) {
    if (id) {
      const item = this.items[id]
      if (!item) {
        throw new NotFoundError(id, 'res')
      }
      return item
    }
  }
  post({id, val}: ResServerFuncParams) {
    if (id !== undefined && val !== undefined) {
      this.items[id] = val
      return {id}
    } else {
      throwError('id or val is undefined')
    }
  }
  list() {
    return Object.keys(this.items)
  }
  delete({id}: ResServerFuncParams) {
    if (id) {
      const item = this.items[id]
      if (item === undefined) {
        throw new NotFoundError(id, 'res')
      }
      delete this.items[id]
      return {id}
    }
  }
}
ResServerTools.apiRoot = apiRoot
const res = new TestResTool('res')
res.register()

ResClientTools

Resource-based client tools that generate methods based on ServerTools agreements.

Example

ResClientTools.apiRoot = apiRoot
await ResClientTools.loadFrom()

const resFunc = ResClientTools.getFunc(funcName)
if (resFunc) {
  let result = await res.post({id: '...', val: '...'})
  result = await res.put({id: '...', val: '...'})
  result = await res.get({id: '...'})
  result = await res.customMethod({id: '...'})
}

SSE (Server-Sent Events)

Endpoints

• GET /api/event: List server event channel (stream).
• POST /api/event: Subscribe to server events.
• DELETE /api/event: Unsubscribe from server events.
• PUT /api/event: Publish messages to server events.

EventClient

The EventClient component facilitates communication between the client and server through Server-Sent Events (SSE). Its primary responsibilities include subscribing to server events and publishing messages to the server.

Key Features

• Subscription: Subscribes to server events and forwards them to the local client's event bus.
• Publication: Publishes messages to the server.

EventClient Methods

• initEventSource(events): Specifies which events to receive from the server. If events is not provided, all events are received.
• subscribe(events): Subscribes to specified server events and forwards them to the local event bus.
  • Note: It's important to distinguish between local and server-originated messages. Server messages that were previously forwarded from local events should not be re-forwarded to avoid infinite loops.
• unsubscribe(events): Cancels subscriptions to specified server events.
• forwardEvent(events): Forwards specific local events to the server.
• unforwardEvent(events): Stops forwarding specific local events to the server.

Considerations

• Local events that need to be forwarded to the server can be managed independently through the forwardEvent method.
• Event handling logic should be decoupled from the core functionality of ToolFunc to maintain flexibility and separation of concerns.

EventServer

The EventServer component manages server-side event processing, including publishing and subscribing to events.

Key Features

• Publishing: Publishes events to clients via SSE.
• Subscribing: Manages subscriptions to events on the server side.

Actions

• pub: Publishes an SSE event.
• sub: Subscribes to server events.
• unsub: Unsubscribes from server events.

Usage

• Functions without an act or with only events specified are used for server-side event handling.
• Functions with an act define specific actions such as publishing, subscribing, or unsubscribing from events.

Contribution

If you would like to contribute to the project, please read the CONTRIBUTING.md file for guidelines on how to get started.

License

The project is licensed under the MIT License. See the LICENSE-MIT file for more details.

Credit

• @huggingface/jinja
• eventsource-parser
• async-sema
• modelfusion