{"id":29196648,"url":"https://github.com/modular/max-recipes","last_synced_at":"2025-07-02T06:08:05.354Z","repository":{"id":277251336,"uuid":"924835709","full_name":"modular/max-recipes","owner":"modular","description":"MAX Recipes","archived":false,"fork":false,"pushed_at":"2025-07-01T13:22:32.000Z","size":179320,"stargazers_count":32,"open_issues_count":1,"forks_count":12,"subscribers_count":11,"default_branch":"main","last_synced_at":"2025-07-01T14:33:44.633Z","etag":null,"topics":["genai","max","modular","recipes"],"latest_commit_sha":null,"homepage":"https://builds.modular.com/?category=recipes","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/modular.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-01-30T18:28:32.000Z","updated_at":"2025-07-01T13:22:36.000Z","dependencies_parsed_at":"2025-02-13T00:24:44.017Z","dependency_job_id":"ba36759b-88d6-4b39-802d-02d70c81e5d6","html_url":"https://github.com/modular/max-recipes","commit_stats":null,"previous_names":["modular/max-recipes"],"tags_count":8,"template":false,"template_full_name":null,"purl":"pkg:github/modular/max-recipes","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/modular%2Fmax-recipes","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/modular%2Fmax-recipes/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/modular%2Fmax-recipes/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/modular%2Fmax-recipes/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/modular","download_url":"https://codeload.github.com/modular/max-recipes/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/modular%2Fmax-recipes/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263083738,"owners_count":23411166,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["genai","max","modular","recipes"],"created_at":"2025-07-02T06:07:51.457Z","updated_at":"2025-07-02T06:08:05.343Z","avatar_url":"https://github.com/modular.png","language":"Python","readme":"# 🚀 MAX Recipes\n\n[![CI](https://github.com/modular/max-recipes/actions/workflows/ci.yml/badge.svg)](https://github.com/modular/max-recipes/actions/workflows/ci.yml)\n\nThis repository contains the accompanying code for [MAX Recipes](https://builds.modular.com/?category=recipes) featured on [MAX Builds](https://builds.modular.com/).\n\nEach recipe is self-contained and demonstrates how to build and deploy AI applications using [MAX](https://docs.modular.com/max/).\nThe recipes are designed to be practical, reusable examples that you can copy, customize, and deploy.\n\n## 🎯 Featured Recipes\n\n| Recipe | Description |\n|--------|-------------|\n| [📚 Auto Documentation Agent](./autodoc-repo-chat-agent/) | 🤖 AI-powered documentation generator with repository understanding agent |\n| [🛡️ Safe Code Executor Agent](./code-execution-sandbox-agent-with-e2b/) | 🔒 Secure code execution agent with sandboxed environment and safety checks |\n| [🌤️ AI Weather Assistant](./ai-weather-agent/) | 🎯 Intelligent weather agent with multi-stage LLM pipeline, semantic caching, and real-time updates |\n| [👁️ Multimodal RAG](./multimodal-rag-with-colpali-llamavision-reranker/) | 🔍 Multimodal RAG with Colpali embedding, Llama3.2-Vision, Qdrant, Reranker and MAX Serve |\n| [⚡ Custom ops AI Applications](./custom-ops-ai-applications/) | 🚀 Top-K token sampler and Flash Attention as fused custom op on GPU (Mojo 🔥 + Python 🐍) |\n| [💻 GPU Functions](./gpu-functions-mojo/) | 🔥 Writing thread-parallel GPU functions and dispatch using MAX Driver API. C -\u003e Mojo patterns |\n| [🌐 Open WebUI and MAX Serve](./max-serve-open-webui/) | 🖥️ Seamlessly integrate Open WebUI with MAX Serve |\n\n## Getting started\n\n1. Install MAX following the [getting started](https://docs.modular.com/max/get-started)\n2. Browse the recipes in this repository\n3. Each recipe is self-sufficient - simply follow the `README.md` in its directory for specific setup and usage instructions\n\n## 🤝 Contributing\n\nWe welcome contributions!\n\n- 🐛 [Report a Bug](https://github.com/modular/max-recipes/issues/new?template=bug_report.yml)\n- 💡 [Request a Feature](https://github.com/modular/max-recipes/issues/new?template=feature_request.yml)\n- 🔧 [Submit a PR](https://github.com/modular/max-recipes/pulls)\n\n## 📚 Resources\n\n- [MAX Documentation](https://docs.modular.com/max/)\n- [MAX Builds](https://builds.modular.com/)\n- [Community Forum](https://forum.modular.com/)\n- [Discord Community](https://discord.gg/modular)\n\n## License\n\nSee the [LICENSE](LICENSE) file for details.\n\n---\n\n\u003cp align=\"center\"\u003e\n  Made with ❤️ by the Modular team\n\u003c/p\u003e\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmodular%2Fmax-recipes","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmodular%2Fmax-recipes","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmodular%2Fmax-recipes/lists"}