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workflows**. It provides a unified interface for running agents in both **computer and browser environments**.\n\n## News\n\n- **2025-11:** Eko 4.0 supports chat conversations & optimizes agent logic.\n- **2025-09:** Eko 3.0 introduces dependency-aware parallel agent execution.\n- **2025-09:** New pause, resume, and interrupt controls with `task_snapshot` workflow recovery.\n- **2025-09:** Monorepo tooling migrated to pnpm for consistent workspace management.\n\n## Upgrading to Eko 4.0\n\nFollow these steps when moving an existing Eko 3.x project to 4.0:\n\n1. Update dependencies with `pnpm up @eko-ai/eko @eko-ai/eko-nodejs @eko-ai/eko-web @eko-ai/eko-extension`.\n2. Regenerate saved workflows or exported plans so they use the v3 schema and dependency graph format.\n3. Clean and reinstall using pnpm (`rm -rf node_modules && pnpm install`), then rebuild any browser or desktop bundles.\n4. Re-run automated demos and update documentation to reflect the new pause/interrupt APIs and parallel agent behavior.\n\n\n## Framework Comparison\n\n| Feature                              | Eko   | Langchain  | Browser-use  | Dify.ai  | Coze   |\n|--------------------------------------|-------|------------|--------------|----------|--------|\n| **Supported Platform**               | **All platform**  | Server side  | Browser  | Web  | Web  |\n| **One sentence to multi-step workflow** | ✅    | ❌          | ✅            | ❌        | ❌      |\n| **Intervenability**                  | ✅    | ✅          | ❌            | ❌        | ❌      |\n| **Task Parallel** | ✅    | ❌          | ❌            | ❌        | ❌      |\n| **Development Efficiency**           | **High**  | Low      | Middle        | Middle    | Low    |\n| **Task Complexity**           | **High**  | High      | Low        | Middle    | Middle    | Middle       |\n| **Open-source**                      | ✅    | ✅          | ✅            | ✅        | ❌      |\n| **Access to private web resources** | ✅ | ❌          | ❌            | ❌        | ❌      |\n\n## Features\n\n- [x] Pure JavaScript: Built for browsers and Node.js.🚀\n- [x] Multi-Agent: Unleash power with multiple Agents in one task.📈\n- [x] Agent/Tool Flexibility: Customize new Agents and Tools in just one line.🎉\n- [x] Native MCP: Connects seamlessly with [Awesome MCP Servers](https://mcpservers.org/).🔗\n- [x] Dynamic LLM: Balance speed and performance with flexible model choices.⚙️\n- [x] Human-in-the-loop: Intervene when it matters most.🤝\n- [x] Stream Planning: Dynamic rendering made easy.🎨\n- [x] Loop & Listener Tasks: Automate any repetitive task.🤖\n- [ ] Observable Chain: *Coming soon*\n- [ ] Native A2A: *Coming soon*\n\n## Quickstart\n\n> **Note**: Please refer to the [Eko Quickstart guide](https://eko.fellou.ai/docs/getting-started/quickstart/) guide for full instructions on how to run it.\n\n> **Security Warning**\n> \n> DO NOT use API Keys in browser/frontend code!\n>\n> This will expose your credentials and may lead to unauthorized usage.\n>\n> Best Practices: Configure backend API proxy request through baseURL and request headers.\n>\n> Please refer to the link: https://eko.fellou.ai/docs/getting-started/configuration#web-environment\n\n```typescript\nconst llms: LLMs = {\n  default: {\n    provider: \"anthropic\",\n    model: \"claude-sonnet-4-5-20250929\",\n    apiKey: \"your-api-key\"\n  },\n  gemini: {\n    provider: \"google\",\n    model: \"gemini-2.5-pro\",\n    apiKey: \"your-api-key\"\n  },\n  openai: {\n    provider: \"openai\",\n    model: \"gpt-5\",\n    apiKey: \"your-api-key\"\n  },\n  // OpenAI-compatible models (Qwen, Doubao, etc.)\n  qwen: {\n    provider: \"openai\",\n    model: \"qwen-plus\",\n    apiKey: \"your-qwen-api-key\",\n    config: {\n      baseURL: \"https://dashscope-intl.aliyuncs.com/compatible-mode/v1\"\n    }\n  },\n  doubao: {\n    provider: \"openai\",  // Use OpenAI provider for compatibility\n    model: \"doubao-seed-1-6-250615\",  // or other Doubao model\n    apiKey: \"your-volcengine-api-key\",\n    config: {\n      baseURL: \"https://ark.cn-beijing.volces.com/api/v3\"  // Volcengine endpoint\n    }\n  }\n\n};\n\nlet agents: Agent[] = [new BrowserAgent(), new FileAgent()];\nlet eko = new Eko({ llms, agents });\nlet result = await eko.run(\"Search for the latest news about Musk, summarize and save to the desktop as Musk.md\");\n```\n\n```bash\n$ pnpm install @eko-ai/eko\n```\n\n## Example Projects\n\nThe repository ships with three workspace examples under the `example/` folder.\n\n### Prerequisites\n\nBefore running any example, install dependencies and build the core packages from the root directory:\n\n```bash\npnpm install\npnpm build\n```\n\n### Browser Extension (`example/extension`)\n\n```bash\ncd example/extension\npnpm install\npnpm run build\n```\n\nLoad the generated `dist` directory via `chrome://extensions` → Developer Mode → Load unpacked.\nConfigure your API key in the extension options before running the automation task.\n\n### Node.js Automation (`example/nodejs`)\n\n```bash\ncd example/nodejs\npnpm install\npnpm playwright install   # first time only, installs browsers\npnpm run build\nOPENAI_API_KEY=... ANTHROPIC_API_KEY=... pnpm run start\n```\n\nThe Node.js demo drives Playwright through Eko; provide at least one model API key before running it.\n\n### Web Login Demo (`example/web`)\n\n```bash\ncd example/web\npnpm install\npnpm run start\n```\n\nThis starts a React dev server on the default port with a simple login flow that you can automate\nwith the browser or web agents.\n\n## Use Cases\n\n- Browser automation and web scraping\n- System file and process management\n- Workflow automation\n- Data processing and organization\n- GUI automation\n- Multi-step task orchestration\n\n## Documentation\n\nVisit our [documentation site](https://eko.fellou.ai/docs) for:\n\n- Getting started guide\n- API reference\n- Usage examples\n- Best practices\n- Configuration options\n\n## Development Environments\n\nEko can be used in multiple environments:\n\n- Browser Extension\n- Web Applications\n- Node.js Applications\n\n## Community and Support\n\n- Report issues on [GitHub Issues](https://github.com/FellouAI/eko/issues)\n\n[![Star History Chart](https://api.star-history.com/svg?repos=FellouAI/eko&type=Date)](https://star-history.com/#FellouAI/eko&Date)\n\n\n## License\n\nEko is released under the MIT License. See the [LICENSE](LICENSE) file for details.\n","readmeFilename":"README.md"}