Agent-L 🚀🤖

High-Performance, Production-Grade Agentic Engine.

Agent-L is a lightweight, deterministic SDK designed to replace bloated agent frameworks (like OpenClaw). It's optimized for speed (Parallel Tools), efficiency (Tree Shaking Memory), and power (Local Shell Access).

Key Features

• ⚡ Parallel Tool Execution: Concurrently execute multiple tool calls using Promise.all.
• 🌳 Tree Shaking Context: Intelligent pruning that always keeps System Prompt + relevant memories + recent flow.
• 🧠 Semantic Memory: Zero-cost local embeddings or persistent Qdrant storage.
• 🐚 Local Shell Access: Sandboxed or direct terminal execution capabilities.
• 🛡️ Production Grade: Auto-retry with exponential backoff, SSE streaming, and observability hooks.
• 🔌 Multi-Channel: Built-in support for Telegram and Webhooks.

Installation

npm install agentl

Quick Start

import { runAgent, OpenRouterProvider, ToolRegistry, ShellTool } from 'agentl';

const provider = new OpenRouterProvider({ apiKey: 'YOUR_API_KEY' });
const registry = new ToolRegistry();
registry.register(ShellTool.definition);

const response = await runAgent(provider, {
  messages: [{ role: 'user', content: 'List files in the current directory' }],
  onStream: (chunk) => process.stdout.write(chunk),
}, registry);

console.log(response.content);

Advanced Usage

Telegram Bot

import { TelegramConnector } from 'agentl';

const tg = new TelegramConnector(process.env.TG_TOKEN, provider, registry);
tg.launch();

Docker Deployment

docker-compose up --build

License

MIT