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the browser engine for AI agents.\n\n## Quick Start\n\n```bash\npip install plasmate jupyter tiktoken pandas matplotlib\ngit clone https://github.com/plasmate-labs/notebooks\ncd notebooks\njupyter notebook\n```\n\n## Notebooks\n\n| # | Notebook | Description |\n|---|----------|-------------|\n| 01 | Getting Started | Your first SOM fetch - explore page structure |\n| 02 | Token Comparison | Measure HTML vs SOM tokens across 10 sites |\n| 03 | Batch Extraction | Process 20+ URLs in parallel |\n| 04 | Research Agent | Build a web research pipeline |\n\n## Try on Google Colab\n\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/plasmate-labs/notebooks/blob/main/01-getting-started.ipynb)\n\n## Links\n\n- [Plasmate](https://plasmate.app)\n- [Documentation](https://docs.plasmate.app)\n- [W3C Community Group](https://www.w3.org/community/web-content-browser-ai/)\n\n\n---\n\n## Part of the Plasmate Ecosystem\n\n| | |\n|---|---|\n| **Engine** | [plasmate](https://github.com/plasmate-labs/plasmate) - The browser engine for agents |\n| **MCP** | [plasmate-mcp](https://github.com/plasmate-labs/plasmate-mcp) - Claude Code, Cursor, Windsurf |\n| **Extension** | [plasmate-extension](https://github.com/plasmate-labs/plasmate-extension) - Chrome cookie export |\n| **SDKs** | [Python](https://github.com/plasmate-labs/plasmate-python) / [Node.js](https://github.com/plasmate-labs/quickstart-node) / [Go](https://docs.plasmate.app/sdk-go) / [Rust](https://github.com/plasmate-labs/quickstart-rust) |\n| **Frameworks** | [LangChain](https://github.com/langchain-ai/langchain/pull/36208) / [CrewAI](https://github.com/plasmate-labs/crewai-plasmate) / [AutoGen](https://github.com/plasmate-labs/autogen-plasmate) / [Smolagents](https://github.com/plasmate-labs/smolagents-plasmate) |\n| **Tools** | [Scrapy](https://github.com/plasmate-labs/scrapy-plasmate) / [Audit](https://github.com/plasmate-labs/plasmate-audit) / [A11y](https://github.com/plasmate-labs/plasmate-a11y) / [GitHub Action](https://github.com/plasmate-labs/som-action) |\n| **Resources** | [Awesome Plasmate](https://github.com/plasmate-labs/awesome-plasmate) / [Notebooks](https://github.com/plasmate-labs/notebooks) / [Benchmarks](https://github.com/plasmate-labs/plasmate-benchmarks) |\n| **Docs** | [docs.plasmate.app](https://docs.plasmate.app) |\n| **W3C** | [Web Content Browser for AI Agents](https://www.w3.org/community/web-content-browser-ai/) |\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fplasmate-labs%2Fnotebooks","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fplasmate-labs%2Fnotebooks","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fplasmate-labs%2Fnotebooks/lists"}