{"id":21045067,"url":"https://github.com/quansight/ragna","last_synced_at":"2025-05-15T23:05:19.495Z","repository":{"id":201220020,"uuid":"678540761","full_name":"Quansight/ragna","owner":"Quansight","description":"RAG orchestration framework 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Logo: Original in light background and white-logo in dark background --\u003e\n\u003cpicture\u003e\n    \u003csource media=\"(prefers-color-scheme: dark)\" srcset=\"https://raw.githubusercontent.com/Quansight/ragna/main/docs/assets/brand/logo-lockup-vertical/logo-lockup-vertical-white.png\"\u003e\n    \u003cimg src=\"https://raw.githubusercontent.com/Quansight/ragna/main/docs/assets/brand/logo-lockup-vertical/logo-lockup-vertical.png\" alt=\"Ragna logo\" width=30%/\u003e\n\u003c/picture\u003e\n\nA RAG orchestration framework.\n\n---\n\n\u003c!-- Badge table with useful links --\u003e\n\u003ctable\u003e\n\u003ctr\u003e\n    \u003cth\u003eProject\u003c/th\u003e\n    \u003ctd\u003e\n        \u003ca href=\"https://pypi.org/project/Ragna/\"\u003e\n            \u003cimg src=\"https://img.shields.io/pypi/v/ragna?colorA=1F2636\u0026colorB=DF5538\"\n         alt=\"PyPI\" /\u003e\n        \u003c/a\u003e\n\t\t\u003ca href=\"https://anaconda.org/conda-forge/ragna\"\u003e\n\t\t\t\u003cimg src=\"https://img.shields.io/conda/vn/conda-forge/ragna?colorA=1F2636\u0026colorB=DF5538\" alt=\"conda-forge\"\u003e\n\t\t\u003c/a\u003e\n    \u003c/td\u003e\n    \u003ctd\u003e\n        \u003ca href=\"https://ragna.chat\"\u003e\n            \u003cimg src=\"https://img.shields.io/badge/documentation-ragna.chat-gray.svg?colorA=1F2636\u0026colorB=DF5538\"\n         alt=\"Documentation\" /\u003e\n        \u003c/a\u003e\n    \u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n    \u003cth\u003eCommunity\u003c/th\u003e\n    \u003ctd\u003e\n        \u003ca href=\"https://github.com/Quansight.ragna/discussions\"\u003e\n            \u003cimg src=\"https://img.shields.io/badge/support-GitHub_discussions-gray.svg?colorA=1F2636\u0026colorB=3C8D89\"\n         alt=\"GH Discussions\" /\u003e\n        \u003c/a\u003e\n    \u003c/td\u003e\n    \u003ctd\u003e\n        \u003ca href=\"https://github.com/Quansight.ragna/issues/new/choose/\"\u003e\n            \u003cimg src=\"https://img.shields.io/badge/bugs/features-GitHub_issues-gray.svg?colorA=1F2636\u0026colorB=3C8D89\"\n         alt=\"Issues\" /\u003e\n        \u003c/a\u003e\n    \u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003c/tr\u003e\n\u003c/table\u003e\n\n## Get started ⛵️\n\n\u003c!-- Link to documentation pages to avoid keeping README + Docs in sync --\u003e\n\nCheck out the Ragna documentation to get started:\n\n- [Overview video](https://youtu.be/xuNnjFS1XqQ?si=AssQq_1CF2o1jv3M)\n- [Installation steps](https://ragna.chat/en/stable/install/)\n- Tutorials\n  - [Python API](https://ragna.chat/en/stable/generated/tutorials/gallery_python_api/)\n  - [REST API](https://ragna.chat/en/stable/generated/tutorials/gallery_rest_api/)\n  - [Web application](https://ragna.chat/en/stable/generated/tutorials/gallery_web_ui/)\n- [Frequently asked questions](https://ragna.chat/en/stable/references/faq/)\n- [Contribution guidelines](https://ragna.chat/en/stable/community/contribute/)\n- [Release notes](https://ragna.chat/en/stable/references/release-notes/)\n\n## Code of Conduct 📜\n\nThis repository is governed by the\n[Quansight Repository Code of Conduct](https://github.com/Quansight/.github/blob/master/CODE_OF_CONDUCT.md).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fquansight%2Fragna","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fquansight%2Fragna","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fquansight%2Fragna/lists"}