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https://github.com/modular/max-recipes

MAX Recipes
https://github.com/modular/max-recipes

genai max modular recipes

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MAX Recipes

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README

          

# 🚀 MAX Recipes

[![CI](https://github.com/modular/max-recipes/actions/workflows/ci.yml/badge.svg)](https://github.com/modular/max-recipes/actions/workflows/ci.yml)

This repository contains the accompanying code for [MAX Recipes](https://builds.modular.com/?category=recipes) featured on [MAX Builds](https://builds.modular.com/).

Each recipe is self-contained and demonstrates how to build and deploy AI applications using [MAX](https://docs.modular.com/max/).
The recipes are designed to be practical, reusable examples that you can copy, customize, and deploy.

## 🎯 Featured Recipes

| Recipe | Description |
|--------|-------------|
| [📚 Auto Documentation Agent](./autodoc-repo-chat-agent/) | 🤖 AI-powered documentation generator with repository understanding agent |
| [🛡️ Safe Code Executor Agent](./code-execution-sandbox-agent-with-e2b/) | 🔒 Secure code execution agent with sandboxed environment and safety checks |
| [🌤️ AI Weather Assistant](./ai-weather-agent/) | 🎯 Intelligent weather agent with multi-stage LLM pipeline, semantic caching, and real-time updates |
| [👁️ Multimodal RAG](./multimodal-rag-with-colpali-llamavision-reranker/) | 🔍 Multimodal RAG with Colpali embedding, Llama3.2-Vision, Qdrant, Reranker and MAX Serve |
| [⚡ Custom ops AI Applications](./custom-ops-ai-applications/) | 🚀 Top-K token sampler and Flash Attention as fused custom op on GPU (Mojo 🔥 + Python 🐍) |
| [💻 GPU Functions](./gpu-functions-mojo/) | 🔥 Writing thread-parallel GPU functions and dispatch using MAX Driver API. C -> Mojo patterns |
| [🌐 Open WebUI and MAX Serve](./max-serve-open-webui/) | 🖥️ Seamlessly integrate Open WebUI with MAX Serve |

## Getting started

1. Install MAX following the [getting started](https://docs.modular.com/max/get-started)
2. Browse the recipes in this repository
3. Each recipe is self-sufficient - simply follow the `README.md` in its directory for specific setup and usage instructions

## 🤝 Contributing

We welcome contributions!

- 🐛 [Report a Bug](https://github.com/modular/max-recipes/issues/new?template=bug_report.yml)
- 💡 [Request a Feature](https://github.com/modular/max-recipes/issues/new?template=feature_request.yml)
- 🔧 [Submit a PR](https://github.com/modular/max-recipes/pulls)

## 📚 Resources

- [MAX Documentation](https://docs.modular.com/max/)
- [MAX Builds](https://builds.modular.com/)
- [Community Forum](https://forum.modular.com/)
- [Discord Community](https://discord.gg/modular)

## License

See the [LICENSE](LICENSE) file for details.

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Made with ❤️ by the Modular team