Conductor | LLM Orchestration Framework

Build powerful AI applications with real-time visualization and dynamic orchestration. Conductor helps you create, monitor, and control complex LLM workflows through an intuitive chain and agent system.

Features

• Chain & Agent System: Build complex workflows combining multiple LLM tools
• Real-time Visualization: Monitor your LLM operations with interactive graphs
• Modular Architecture: Easily extend with custom tools and capabilities
• Multiple LLM Support: Works with OpenAI, Anthropic, and more
• Performance Tracking: Built-in metrics and logging
• Type Safety: Full TypeScript support
• Customizable UI: Flexible visualization options

🚀 Quick Start

npm install @wavequery/conductor
# or
yarn add @wavequery/conductor

Create Your First Chain

import { Chain, OpenAIProvider, VizServer } from '@wavequery/conductor';

// Initialize visualization
const vizServer = new VizServer(3000);

// Create your chain
const chain = new Chain({
  name: "analysis-chain",
  llmProvider: new OpenAIProvider({
    apiKey: process.env.OPENAI_API_KEY
  }),
  tools: [analyzerTool, summarizerTool],
  steps: [
    {
      name: "analyze",
      tool: "analyzer",
      input: { text: "Your text here" }
    },
    {
      name: "summarize",
      tool: "summarizer",
      input: (prev) => ({
        text: prev.analyze.text,
        analysis: prev.analyze
      })
    }
  ]
});

// Execute and visualize
const result = await chain.runAgentLoop({});
// Visit http://localhost:3000 to see your workflow in action

Featured Examples

Market Analysis System

const analysisChain = new Chain({
  name: "market-analysis",
  tools: [technicalAnalyzer, sentimentAnalyzer, riskAnalyzer],
  steps: [/* steps */]
});

const strategyAgent = new Agent({
  name: "strategy-agent",
  tools: [strategyGenerator, reportGenerator]
});

// Real-time visualization included!

View Full Example →

📚 Documentation

Core Concepts

• Getting Started
• Chains vs Agents
• Visualization System

Guides

• Building Your First Chain
• Creating Custom Tools
• Working with Agents
• Real-time Visualization

Example Projects

• 📝 Text Analysis
  • Single Agent with Tool
  • Real-time visualization
• 📊 Market Analysis
  • Multi-Chain workflow
  • Agent-based decision making
• ✍️ Content Generation
  • Pipeline architecture
  • Multiple tool coordination

Requirements

• Node.js >= 20.0.0
• OpenAI API key and/or Anthropic API key
• Environment variables setup (see Configuration Guide)

Contributing

We are extremely open to contributions, whether it be in the form of a new feature, improved infrastructure, or better documentation.

Please make a PR on github! Contribution guide will be added soon.

License

MIT © WaveQuery