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stepstack-core

v1.0.0

Published

Modular graph engine for agent workflows and orchestration

Readme

StepStack Core

A modular graph engine for agent workflows and orchestration.

Features

  • Graph-based workflow orchestration
  • Agent system with LLM integration
  • State management and memory
  • Resource monitoring and limits
  • Breakpoint system for debugging
  • Parallel and branching execution
  • TypeScript support with full type definitions

Installation

npm install @stepstack/core

Quick Start

import { Graph, Agent } from '@stepstack/core';

// Create a simple workflow
const graph = new Graph()
  .step("fetch-data", async (ctx) => {
    const data = await fetch("https://api.example.com/data");
    return { ...ctx, data: await data.json() };
  })
  .step("process-data", async (ctx) => {
    return { ...ctx, processed: ctx.data.map(item => item * 2) };
  })
  .connect("fetch-data", "process-data");

// Execute the workflow
const result = await graph.traverse();
console.log(result);

Core Concepts

Graph

The main orchestration engine that manages nodes, edges, and execution flow.

Agent

Intelligent nodes that can process data, make decisions, and interact with external services.

State Management

Persistent state that flows through the graph and can be accessed by all nodes.

Memory

Long-term storage for conversation history, context, and persistent data.

Examples

See the examples/ directory for comprehensive examples:

  • Basic: Simple graph workflows
  • Advanced: Parallel execution, branching, resource monitoring
  • LLM Integration: OpenAI and custom API examples

Documentation

License

MIT License - see LICENSE for details.