ai-engine-react

A React component library for building AI-powered template editors and workflow managers. This library provides a visual interface for creating JSON templates compatible with ai-engine - a powerful asynchronous framework for orchestrating Large Language Model (LLM) workflows.

The generated templates can be used directly with ai-engine to:

• Define structured data collection fields
• Create complex workflow steps
• Configure LLM prompts and explanations
• Manage dependencies between steps

Installation

npm install ai-engine-react

Core Components

TemplateProvider

The context provider that manages template state:

import { TemplateProvider } from 'ai-engine-react'

function App() {
  return (
    <TemplateProvider 
      initialTemplate={{
        data: {},
        workflow: {}
      }}
    >
      <YourComponents />
    </TemplateProvider>
  )
}

DataEditor

Component for managing data fields:

import { DataEditor } from 'ai-engine-react'

function TemplateSection() {
  return (
    <div>
      <h1>Template Editor</h1>
      <DataEditor />
    </div>
  )
}

Supports field types:

• String
• Numeric
• List
• Object (with nested attributes)

WorkflowEditor

Editor for creating workflow steps:

import { WorkflowEditor } from 'ai-engine-react'

function WorkflowSection() {
  return (
    <div>
      <h1>Workflow Steps</h1>
      <WorkflowEditor />
    </div>
  )
}

Features:

• Step dependencies
• Data field associations
• Prompt/Explanation modes
• Validation

WorkflowGraph

Visual graph representation of workflow steps:

import { WorkflowGraph } from 'ai-engine-react'

function GraphSection() {
  return (
    <div>
      <h1>Workflow Visualization</h1>
      <WorkflowGraph />
    </div>
  )
}

Features:

• Interactive node graph
• Dependency visualization
• Automatic layout
• Pan and zoom controls

JsonPreview

JSON visualization component:

import { JsonPreview } from 'ai-engine-react'

function PreviewSection() {
  return (
    <div>
      <h1>Template Preview</h1>
      <JsonPreview />
    </div>
  )
}

Features:

• Pretty-printed JSON
• Copy to clipboard
• Download as file

Complete Example

import { 
  TemplateProvider,
  TemplateBuilder
} from 'ai-engine-react'

function App() {
  return (
    <TemplateProvider>
      <div className="container mx-auto p-4">
        <h1>AI Template Builder</h1>
        <TemplateBuilder />
      </div>
    </TemplateProvider>
  )
}

Template Structure

Data Fields

{
  data: {
    [fieldId: string]: {
      name: string
      description: string
      prompt: string
      type: 'string' | 'numeric' | 'list' | 'object'
      attributes?: Record<string, any>
    }
  }
}

Workflow Steps

{
  workflow: {
    [stepId: string]: {
      name: string
      description: string
      prompt?: string
      explain?: string
      requires?: string[]
      data?: string[]
    }
  }
}

Validation

Built-in validation includes:

• Data field integrity
• Workflow dependencies
• Circular dependency detection
• Required field validation

Error types:

• data: Data field validation errors
• workflow: Workflow step validation errors
• dependency: Dependency graph validation errors

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.