{"id":16512,"date":"2025-08-20T04:05:12","date_gmt":"2025-08-20T04:05:12","guid":{"rendered":"https:\/\/www.cloudot.co.jp\/?p=16512"},"modified":"2025-08-20T14:53:50","modified_gmt":"2025-08-20T14:53:50","slug":"%e7%94%9f%e6%88%90ai%e3%82%92%e4%bd%bf%e3%81%84%e3%81%93%e3%81%aa%e3%81%99%ef%bc%81%e3%82%aa%e3%83%bc%e3%83%97%e3%83%b3%e3%82%bd%e3%83%bc%e3%82%b9%e5%85%ac%e9%96%8b%e3%81%95%e3%82%8c%e3%81%a6%e3%81%84","status":"publish","type":"post","link":"https:\/\/www.cloudot.co.jp\/en\/journal\/16512\/","title":{"rendered":"\u751f\u6210AI\u3092\u4f7f\u3044\u3053\u306a\u3059\uff01\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u6ce8\u76ee\u306eLLM\u95a2\u9023\u30c4\u30fc\u30eb100\u9078"},"content":{"rendered":"<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u95a2\u9023\u30c4\u30fc\u30eb\u306e\u6700\u65b0\u8abf\u67fb\u306b\u3088\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ec\u30a4\u30e4\u30fc\u306b\u7279\u5316\u3057\u305f100\u500b\u306e\u30c4\u30fc\u30eb\u3092\u30ea\u30b9\u30c8\u5316\u3057\u307e\u3057\u305f\u306e\u3067\u3001\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1. Auto-GPT<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/Significant-Gravitas\/Auto-GPT\">https:\/\/github.com\/Significant-Gravitas\/Auto-GPT<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: GPT-4\u3092\u6d3b\u7528\u3057\u305f\u81ea\u5f8b\u7684AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5148\u99c6\u8005\u3002\u76ee\u6a19\u8a2d\u5b9a\u306b\u3088\u308a\u81ea\u52d5\u7684\u306b\u30bf\u30b9\u30af\u3092\u5206\u89e3\u30fb\u5b9f\u884c\u3057\u3001\u9577\u671f\u8a18\u61b6\u3068\u30d5\u30a1\u30a4\u30eb\u64cd\u4f5c\u6a5f\u80fd\u3092\u6301\u3064\u9769\u65b0\u7684\u306a\u30b7\u30b9\u30c6\u30e0<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001Docker\u5bfe\u5fdc\u3001Windows\/Linux\/macOS\u3001OpenAI API\u5fc5\u9808\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u5fc5\u9808<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">2. n8n<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/n8n-io\/n8n\">https:\/\/github.com\/n8n-io\/n8n<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30cd\u30a4\u30c6\u30a3\u30d6AI\u6a5f\u80fd\u642d\u8f09\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u81ea\u52d5\u5316\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002400\u4ee5\u4e0a\u306e\u9023\u643a\u3001\u30d3\u30b8\u30e5\u30a2\u30eb\u69cb\u7bc9\u3068\u30b3\u30fc\u30c9\u4e21\u5bfe\u5fdc\u306b\u3088\u308a\u6280\u8853\u30c1\u30fc\u30e0\u5411\u3051\u81ea\u52d5\u5316\u3092\u5b9f\u73fe<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript, JavaScript<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Node.js 18+\u3001Docker\u3001\u81ea\u5df1\u30db\u30b9\u30c8\u30fb\u30af\u30e9\u30a6\u30c9\u4e21\u5bfe\u5fdc\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u6a5f\u80fd\u3042\u308a<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Fair-code (Sustainable Use License)<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">3. Ollama<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/ollama\/ollama\">https:\/\/github.com\/ollama\/ollama<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30ed\u30fc\u30ab\u30ebLLM\u5b9f\u884c\u306e\u305f\u3081\u306e\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30c4\u30fc\u30eb\u3002\u30b7\u30f3\u30d7\u30eb\u306a\u64cd\u4f5c\u3067\u30e2\u30c7\u30eb\u7ba1\u7406\u3068API\u63d0\u4f9b\u3001\u5404\u7a2eUI\u30c4\u30fc\u30eb\u3068\u306e\u9023\u643a\u30cf\u30d6\u3068\u3057\u3066\u6a5f\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Go<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Linux\/macOS\/Windows\u3001Docker\u5bfe\u5fdc\u3001ARM\/x86\u30b5\u30dd\u30fc\u30c8\u3001\u30e1\u30e2\u30ea8GB\u4ee5\u4e0a\u63a8\u5968<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">4. LangChain<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/langchain-ai\/langchain\">https:\/\/github.com\/langchain-ai\/langchain<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u69cb\u7bc9\u306e\u5305\u62ec\u7684\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u9593\u306e\u9023\u643a\u3068\u7b2c\u4e09\u8005\u7d71\u5408\u3092\u7c21\u7d20\u5316\u3057\u3001\u696d\u754c\u6a19\u6e96\u3068\u3057\u3066\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u5f62\u6210<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python, JavaScript\/TypeScript<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001Linux\/Windows\/macOS\u3001\u30e1\u30e2\u30ea8GB\u4ee5\u4e0a\u63a8\u5968\u3001\u591a\u69d8\u306aAPI\u30fb\u30d9\u30af\u30bf\u30fcDB\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">5. Dify<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/langgenius\/dify\">https:\/\/github.com\/langgenius\/dify<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30ed\u30fc\u30b3\u30fc\u30c9LLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002\u30d3\u30b8\u30e5\u30a2\u30eb\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3001RAG\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3001\u30de\u30eb\u30c1\u30e2\u30c7\u30eb\u5bfe\u5fdc\u306b\u3088\u308a\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u304b\u3089\u672c\u683c\u904b\u7528\u307e\u3067\u652f\u63f4<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript, Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Docker\u3001PostgreSQL\u3001Redis\u3001Celery\u3001100\u4ee5\u4e0a\u306eLLM\u30e2\u30c7\u30eb\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">6. GPT4All<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/nomic-ai\/gpt4all\">https:\/\/github.com\/nomic-ai\/gpt4all<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30fb\u30e9\u30c3\u30d7\u30c8\u30c3\u30d7\u3067LLM\u3092\u5b8c\u5168\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u306b\u5b9f\u884c\u3002API\u4e0d\u8981\u3001GPU\u4e0d\u8981\u3067\u8ab0\u3067\u3082\u7c21\u5358\u306b\u5229\u7528\u53ef\u80fd\u306a\u9769\u65b0\u7684\u30c4\u30fc\u30eb<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python, C++, Qt\/QML<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Windows\/Linux(Intel Core i3+)\u3001macOS(Monterey 12.6+)\u3001Apple Silicon\u63a8\u5968<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">7. Elasticsearch<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/elastic\/elasticsearch\">https:\/\/github.com\/elastic\/elasticsearch<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u5206\u6563\u578b\u691c\u7d22\u30fb\u5206\u6790\u30a8\u30f3\u30b8\u30f3\u3002\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u30b9\u30b1\u30fc\u30eb\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u5411\u3051\u306b\u6700\u9069\u5316\u3055\u308c\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3068\u30d9\u30af\u30bf\u30fc\u691c\u7d22\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Java<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Linux\/macOS\/Windows\u3001\u5206\u6563\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001Kibana\u7d71\u5408\u3001REST API<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Elastic License 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">8. Redis Stack<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/redis\/redis\">https:\/\/github.com\/redis\/redis<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30a4\u30f3\u30e1\u30e2\u30ea\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9Redis\u306e\u30d9\u30af\u30bf\u30fc\u691c\u7d22\u62e1\u5f35\u3002RediSearch\u3068RedisAI\u3092\u7d71\u5408\u3057\u3001\u9ad8\u901f\u30d9\u30af\u30bf\u30fc\u985e\u4f3c\u691c\u7d22\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u3092\u63d0\u4f9b<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: C<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Linux\/macOS\u3001\u30a4\u30f3\u30e1\u30e2\u30ea\u3001Redis Cluster\u3001\u6c38\u7d9a\u5316\u30aa\u30d7\u30b7\u30e7\u30f3<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Redis Source Available License 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">9. vLLM<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/vllm-project\/vllm\">https:\/\/github.com\/vllm-project\/vllm<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u9ad8\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u30fb\u30e1\u30e2\u30ea\u52b9\u7387\u7684\u306aLLM\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u3002PagedAttention\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3088\u308aHuggingFace Transformers\u3088\u308a\u6700\u592724\u500d\u9ad8\u901f\u5316<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Linux\u3001NVIDIA GPU(CUDA 11.8+)\u3001AMD GPU(ROCm)\u3001Intel GPU\u3001PyTorch\u30fbtransformers\u4f9d\u5b58<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">10. MetaGPT<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/geekan\/MetaGPT\">https:\/\/github.com\/geekan\/MetaGPT<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306b\u7279\u5316\u3057\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002CEO\u3001CTO\u3001\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u306a\u3069\u5f79\u5272\u5206\u62c5\u306b\u3088\u308a\u30b3\u30fc\u30c9\u751f\u6210\u304b\u3089\u7ba1\u7406\u307e\u3067\u5305\u62ec\u5b9f\u884c<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.9+\u3001Git\u3001Node.js\u3001\u5404\u7a2e\u958b\u767a\u30c4\u30fc\u30eb\u9023\u643a\u3001Docker\u30b3\u30f3\u30c6\u30ca\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">11. Lobe Chat<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/lobehub\/lobe-chat\">https:\/\/github.com\/lobehub\/lobe-chat<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u8907\u6570AI\u30d7\u30ed\u30d0\u30a4\u30c0\u5bfe\u5fdc\u306e\u30e2\u30c0\u30f3\u306a\u30c1\u30e3\u30c3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002RAG\u3001MCP\u3001\u30a2\u30fc\u30c6\u30a3\u30d5\u30a1\u30af\u30c8\u306a\u3069\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3092\u7d71\u5408\u3057\u305f\u30aa\u30fc\u30eb\u30a4\u30f3\u30ef\u30f3\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript, JavaScript<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Web\u30d6\u30e9\u30a6\u30b6\u3001Node.js 18\u4ee5\u4e0a\u3001Docker\u5bfe\u5fdc\u3001\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u3042\u308a<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">12. Microsoft AutoGen<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/microsoft\/autogen\">https:\/\/github.com\/microsoft\/autogen<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4f1a\u8a71\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u67d4\u8edf\u306a\u5bfe\u8a71\u30d1\u30bf\u30fc\u30f3\u3001\u30d2\u30e5\u30fc\u30de\u30f3\u30a4\u30f3\u30b6\u30eb\u30fc\u30d7\u6a5f\u80fd\u306b\u3088\u308a\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u81ea\u52d5\u5316\u3092\u5b9f\u73fe<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python, .NET<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.10+\u3001Azure\/OpenAI\u5bfe\u5fdc\u3001Docker\u74b0\u5883\u3001\u5206\u6563\u5b9f\u884c\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Creative Commons Attribution 4.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">13. Open WebUI<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/open-webui\/open-webui\">https:\/\/github.com\/open-webui\/open-webui<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u5b8c\u5168\u30aa\u30d5\u30e9\u30a4\u30f3\u5bfe\u5fdc\u306e\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u578bAI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002Ollama\u3084\u5404\u7a2eAPI\u30b5\u30dd\u30fc\u30c8\u3001RAG\u6a5f\u80fd\u5185\u8535\u3067\u4f01\u696d\u5229\u7528\u306b\u9069\u3057\u3066\u3044\u308b<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python, JavaScript, Svelte<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Docker\u3001Python 3.11\u3001Linux\/Windows\/macOS\u3001WebSocket\u5fc5\u9808<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Open WebUI License (BSD-3-Clause modified)<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">14. Text Generation WebUI<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/oobabooga\/text-generation-webui\">https:\/\/github.com\/oobabooga\/text-generation-webui<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u9ad8\u5ea6\u306a\u6a5f\u80fd\u3092\u6301\u3064LLM WebUI\u3002\u591a\u69d8\u306a\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u5bfe\u5fdc\u3001LangChain\u7d71\u5408\u3001\u91cf\u5b50\u5316\u30e2\u30c7\u30eb\u5bfe\u5fdc\u306a\u3069\u6280\u8853\u8005\u5411\u3051\u306e\u5145\u5b9f\u3057\u305f\u6a5f\u80fd\u7fa4<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python, Gradio<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001CUDA\/ROCm\u5bfe\u5fdc\u3001Docker\u3001\u591a\u69d8\u306a\u30ed\u30fc\u30c0\u30fc\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: AGPL-3.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">15. LlamaIndex<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/run-llama\/llama_index\">https:\/\/github.com\/run-llama\/llama_index<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5411\u3051\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002160\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u5bfe\u5fdc\u3001\u9ad8\u5ea6\u306a\u7d22\u5f15\u30fb\u691c\u7d22\u6a5f\u80fd\u306b\u3088\u308a\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30c7\u30fc\u30bf\u6d3b\u7528\u3092\u652f\u63f4<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python, TypeScript<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001\u591a\u69d8\u306a\u30d9\u30af\u30bf\u30fcDB\u3001\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u3001API\u9023\u643a\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">16. FastChat<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/lm-sys\/FastChat\">https:\/\/github.com\/lm-sys\/FastChat<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LLM\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30b5\u30fc\u30d3\u30f3\u30b0\u3001\u8a55\u4fa1\u7528\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002Chatbot Arena\u3092\u904b\u55b6\u3057\u300170\u4ee5\u4e0a\u306eLLM\u306b1000\u4e07\u4ee5\u4e0a\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u51e6\u7406<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001Linux\/macOS\u3001NVIDIA GPU\u63a8\u5968\u3001torch\u30fbtransformers\u30fbfschat\u4f9d\u5b58<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">17. Flowise<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/FlowiseAI\/Flowise\">https:\/\/github.com\/FlowiseAI\/Flowise<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30c9\u30e9\u30c3\u30b0&amp;\u30c9\u30ed\u30c3\u30d7\u5bfe\u5fdc\u306e\u30d3\u30b8\u30e5\u30a2\u30ebLLM\u30d5\u30ed\u30fc\u69cb\u7bc9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u30ab\u30b9\u30bf\u30e0LLM\u7d71\u5408\u3001API\u751f\u6210\u3001\u8a8d\u8a3c\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Node.js 18+\u3001Docker\u3001\u5404\u7a2eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3001\u30af\u30e9\u30a6\u30c9\u30fb\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">18. Embedchain<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/embedchain\/embedchain\">https:\/\/github.com\/embedchain\/embedchain<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: ChatGPT\u98a8\u30dc\u30c3\u30c8\u69cb\u7bc9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30de\u30eb\u30c1\u30bd\u30fc\u30b9\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f\u3001\u81ea\u52d5\u57cb\u3081\u8fbc\u307f\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u7ba1\u7406\u306b\u3088\u308a\u8907\u6570LLM\u5bfe\u5fdcRAG\u30b7\u30b9\u30c6\u30e0\u3092\u7c21\u5358\u69cb\u7bc9<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3001\u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001LLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">19. Milvus<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/milvus-io\/milvus\">https:\/\/github.com\/milvus-io\/milvus<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30d9\u30af\u30bf\u30fcANN\u691c\u7d22\u7528\u9ad8\u6027\u80fd\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3002\u6570\u5341\u5104\u30d9\u30af\u30bf\u30fc\u306e\u51e6\u7406\u304c\u53ef\u80fd\u3067\u3001GPU\/CPU\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u52a0\u901f\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Go, C++<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Linux\/macOS\u3001Kubernetes\u3001Docker\u3001\u5206\u6563\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001GPU\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache-2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">20. Streamlit<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/streamlit\/streamlit\">https:\/\/github.com\/streamlit\/streamlit<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: Python\u3067LLM\u30c1\u30e3\u30c3\u30c8\u30a2\u30d7\u30ea\u3092\u8fc5\u901f\u69cb\u7bc9\u3067\u304d\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u6570\u5341\u884c\u306e\u30b3\u30fc\u30c9\u3067ChatGPT\u30e9\u30a4\u30af\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u5b9f\u73fe<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001Web\u30d6\u30e9\u30a6\u30b6\u3001\u30af\u30e9\u30a6\u30c9\u30c7\u30d7\u30ed\u30a4\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache License 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">21. Chatbot UI<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/mckaywrigley\/chatbot-ui\">https:\/\/github.com\/mckaywrigley\/chatbot-ui<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u3042\u3089\u3086\u308b\u30e2\u30c7\u30eb\u306b\u5bfe\u5fdc\u3057\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9AI\u30c1\u30e3\u30c3\u30c8\u30a2\u30d7\u30ea\u3002\u30af\u30ea\u30fc\u30f3\u306aUI\u3001\u30de\u30eb\u30c1\u30e2\u30c7\u30eb\u5bfe\u5fdc\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u8a2d\u5b9a\u3067\u5e45\u5e83\u3044\u7528\u9014\u306b\u9069\u7528<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript, Next.js<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Node.js 18+\u3001Supabase\u3001Vercel\/Docker\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">22. AnythingLLM<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/Mintplex-Labs\/anything-llm\">https:\/\/github.com\/Mintplex-Labs\/anything-llm<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u4e07\u80fdLLM\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u3002\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u51e6\u7406\u3001RAG\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7d71\u5408\u3001\u30de\u30eb\u30c1\u30e6\u30fc\u30b6\u30fc\u5bfe\u5fdc\u3067\u4f01\u696d\u5411\u3051\u30aa\u30fc\u30eb\u30a4\u30f3\u30ef\u30f3\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: JavaScript, Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Windows\/macOS\/Linux\u3001Docker\u3001\u30ed\u30fc\u30ab\u30eb\/\u30af\u30e9\u30a6\u30c9LLM\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">23. Jan<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/janhq\/jan\">https:\/\/github.com\/janhq\/jan<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: 100%\u30aa\u30d5\u30e9\u30a4\u30f3\u52d5\u4f5c\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9ChatGPT\u4ee3\u66ff\u3002\u30ed\u30fc\u30ab\u30eb\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u91cd\u8996\u3001\u30e2\u30c7\u30eb\u5207\u308a\u66ff\u3048\u7c21\u5358\u3001\u62e1\u5f35\u6a5f\u80fd\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript, Electron<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Windows\/macOS\/Linux\u3001GPU\u5bfe\u5fdc\u3001\u5b8c\u5168\u30aa\u30d5\u30e9\u30a4\u30f3\u52d5\u4f5c<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: AGPLv3<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">24. LibreChat<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/danny-avila\/LibreChat\">https:\/\/github.com\/danny-avila\/LibreChat<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u5f37\u5316\u3055\u308c\u305fChatGPT\u30af\u30ed\u30fc\u30f3\u3002Agents\u3001DeepSeek\u3001Anthropic\u3001Azure\u3001Groq\u5bfe\u5fdc\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u691c\u7d22\u3001\u30b3\u30fc\u30c9\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u30fc\u6a5f\u80fd\u642d\u8f09<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript, JavaScript<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Node.js\u3001MongoDB\u3001Docker\u3001\u30de\u30eb\u30c1\u30e6\u30fc\u30b6\u30fc\u8a8d\u8a3c\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">25. CrewAI<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/crewAIInc\/crewAI\">https:\/\/github.com\/crewAIInc\/crewAI<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u5f79\u5272\u30d9\u30fc\u30b9\u306e\u5354\u8abf\u578bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u81ea\u5f8b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u8907\u96d1\u30bf\u30b9\u30af\u306e\u5206\u6563\u51e6\u7406\u3092\u5b9f\u73fe<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.10+\u3001\u5404\u7a2eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">26. Microsoft Semantic Kernel<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/microsoft\/semantic-kernel\">https:\/\/github.com\/microsoft\/semantic-kernel<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051AI\u7d71\u5408\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002C#\u3001Python\u3001Java\u5bfe\u5fdc\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0\u3001\u30e1\u30e2\u30ea\u7ba1\u7406\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u6a5f\u80fd\u642d\u8f09<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: C#, Python, Java<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: .NET 6+\u3001Python 3.8+\u3001Java 11+\u3001Azure OpenAI Service\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">27. Haystack<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/deepset-ai\/haystack\">https:\/\/github.com\/deepset-ai\/haystack<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9NLP\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002RAG\u3001\u8cea\u554f\u5fdc\u7b54\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u3001\u4f1a\u8a71\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u7bc9\u306b\u6700\u9069\u5316<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001\u5404\u7a2e\u30d9\u30af\u30bf\u30fcDB\u3001Elasticsearch\u3001Document Store\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">28. Jina AI<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/jina-ai\/jina\">https:\/\/github.com\/jina-ai\/jina<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u30cb\u30e5\u30fc\u30e9\u30eb\u691c\u7d22\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u691c\u7d22\u3001\u5206\u6563\u51e6\u7406\u3001Kubernetes\u7d71\u5408\u3067\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.7+\u3001Kubernetes\u3001Docker\u3001gRPC\u3001\u5206\u6563\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">29. LangGraph<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/langchain-ai\/langgraph\">https:\/\/github.com\/langchain-ai\/langgraph<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30b9\u30c6\u30fc\u30c8\u30d5\u30eb\u306a\u30de\u30eb\u30c1\u30a2\u30af\u30bf\u30fc\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u69cb\u7bc9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002LangChain\u306e\u30b0\u30e9\u30d5\u30d9\u30fc\u30b9\u62e1\u5f35\u3001\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u7ba1\u7406<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.9+\u3001LangChain\u5fc5\u9808\u3001\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">30. Qdrant<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/qdrant\/qdrant\">https:\/\/github.com\/qdrant\/qdrant<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: Rust\u88fd\u306e\u9ad8\u6027\u80fd\u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3002\u6b21\u4e16\u4ee3AI\u5411\u3051\u5927\u898f\u6a21\u30d9\u30af\u30bf\u30fc\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3001\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3082\u63d0\u4f9b<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Rust<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Linux\/macOS\/Windows\u3001Docker\u3001Kubernetes\u3001REST\/gRPC API<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">31. FAISS<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/facebookresearch\/faiss\">https:\/\/github.com\/facebookresearch\/faiss<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: Meta AI Research\u958b\u767a\u306e\u9ad8\u5bc6\u5ea6\u30d9\u30af\u30bf\u30fc\u52b9\u7387\u7684\u985e\u4f3c\u691c\u7d22\u30e9\u30a4\u30d6\u30e9\u30ea\u3002GPU\u52a0\u901f\u5bfe\u5fdc\u3001\u6570\u5341\u5104\u898f\u6a21\u306e\u30d9\u30af\u30bf\u30fc\u51e6\u7406\u53ef\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: C++, Python bindings<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Linux\/macOS\u3001CUDA\u5bfe\u5fdcGPU\u63a8\u5968\u3001Python\/C++\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">32. Chroma<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/chroma-core\/chroma\">https:\/\/github.com\/chroma-core\/chroma<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: AI\u5c02\u7528\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u57cb\u3081\u8fbc\u307f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3002\u30b7\u30f3\u30d7\u30ebAPI\u3001\u81ea\u52d5\u6c38\u7d9a\u5316\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u6a5f\u80fd\u642d\u8f09<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.7+\u3001SQLite\/DuckDB\u3001Docker\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">33. Annoy<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/spotify\/annoy\">https:\/\/github.com\/spotify\/annoy<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: Spotify\u958b\u767a\u306e\u8fd1\u4f3c\u6700\u8fd1\u508d\u691c\u7d22\u30e9\u30a4\u30d6\u30e9\u30ea\u3002\u30e1\u30e2\u30ea\u30de\u30c3\u30d7\u30d5\u30a1\u30a4\u30eb\u5bfe\u5fdc\u3001\u9759\u7684\u30d5\u30a1\u30a4\u30eb\u5171\u6709\u3001\u8907\u6570\u30d7\u30ed\u30bb\u30b9\u9593\u5171\u6709\u53ef\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: C++, Python bindings<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Linux\/macOS\/Windows\u3001Python 2.7\/3.x\u3001\u4f4e\u30e1\u30e2\u30ea\u30d5\u30c3\u30c8\u30d7\u30ea\u30f3\u30c8<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">34. Neo4j Vector Search<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/neo4j\/neo4j\">https:\/\/github.com\/neo4j\/neo4j<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u30d9\u30af\u30bf\u30fc\u691c\u7d22\u306e\u7d71\u5408\u3002\u77e5\u8b58\u30b0\u30e9\u30d5\u3068\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u9ad8\u5ea6\u306a\u691c\u7d22\u6a5f\u80fd\u63d0\u4f9b<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Java<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: JVM\u3001Docker\u3001Kubernetes\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30af\u30e9\u30b9\u30bf\u30fc\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: GPLv3 (Community Edition)<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">35. DSPy<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/stanfordnlp\/dspy\">https:\/\/github.com\/stanfordnlp\/dspy<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u306f\u306a\u304f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u3088\u308b\u8a00\u8a9e\u30e2\u30c7\u30eb\u64cd\u4f5c\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u81ea\u52d5\u30d7\u30ed\u30f3\u30d7\u30c8\u6700\u9069\u5316\u3001\u30e2\u30b8\u30e5\u30e9\u30fc\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u7bc9<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001\u5404\u7a2eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">36. Microsoft PromptFlow<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/microsoft\/promptflow\">https:\/\/github.com\/microsoft\/promptflow<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LLM\u30d9\u30fc\u30b9AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u30b5\u30a4\u30af\u30eb\u52b9\u7387\u5316\u30c4\u30fc\u30eb\u3002\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u304b\u3089\u30c6\u30b9\u30c8\u3001\u672c\u756a\u30c7\u30d7\u30ed\u30a4\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u307e\u3067\u5305\u62ec\u652f\u63f4<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001Azure ML\u7d71\u5408\u3001VSCode\u62e1\u5f35\u6a5f\u80fd<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">37. Langfuse<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/langfuse\/langfuse\">https:\/\/github.com\/langfuse\/langfuse<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LLM\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u7528\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u89b3\u6e2c\u53ef\u80fd\u6027\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002\u30e1\u30c8\u30ea\u30af\u30b9\u3001\u8a55\u4fa1\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u7ba1\u7406\u3001\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\u6a5f\u80fd\u642d\u8f09<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript, Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Docker\u3001PostgreSQL\u3001Node.js\u3001\u30af\u30e9\u30a6\u30c9\/\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">38. Guardrails AI<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/guardrails-ai\/guardrails\">https:\/\/github.com\/guardrails-ai\/guardrails<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u3092\u8ffd\u52a0\u3059\u308bPython\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u69cb\u9020\u5316\u51fa\u529b\u691c\u8a3c\u3001\u30ea\u30b9\u30af\u691c\u51fa\u3001\u81ea\u52d5\u4fee\u6b63\u6a5f\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001\u5404\u7a2eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">39. Microsoft PromptBase<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/microsoft\/promptbase\">https:\/\/github.com\/microsoft\/promptbase<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u96c6\u3002\u518d\u5229\u7528\u53ef\u80fd\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3001\u8a55\u4fa1\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u63d0\u4f9b<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python, Markdown<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u975e\u4f9d\u5b58\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">40. LocalAI<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/mudler\/LocalAI\">https:\/\/github.com\/mudler\/LocalAI<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: OpenAI\u3001Claude\u7b49\u306e\u7121\u6599\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u4ee3\u66ff\u3002GPU\u4e0d\u8981\u3001\u6d88\u8cbb\u8005\u5411\u3051\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3067\u52d5\u4f5c\u3001\u97f3\u58f0\u30fb\u753b\u50cf\u30fb\u52d5\u753b\u751f\u6210\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Go, C++<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Linux\/macOS\/Windows\u3001Docker\u3001Kubernetes\u3001CPU\u52d5\u4f5c\u53ef\u80fd<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">41. LiteLLM<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/BerriAI\/litellm\">https:\/\/github.com\/BerriAI\/litellm<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: 100\u4ee5\u4e0a\u306eLLM API\u3092OpenAI\u5f62\u5f0f\u3067\u7d71\u4e00\u7684\u306b\u547c\u3073\u51fa\u3059SDK\u3002\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u5207\u308a\u66ff\u3048\u7c21\u5358\u3001\u30b3\u30b9\u30c8\u8ffd\u8de1\u3001\u30ec\u30fc\u30c8\u5236\u9650\u7ba1\u7406<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001\u5404\u7a2eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fcAPI\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">42. SGLang<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/sgl-project\/sglang\">https:\/\/github.com\/sgl-project\/sglang<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u7528\u306e\u9ad8\u901f\u30b5\u30fc\u30d3\u30f3\u30b0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002RadixAttention\u3001\u5727\u7e2e\u6280\u8853\u3001\u52b9\u7387\u7684\u306a\u30d0\u30c3\u30c1\u51e6\u7406\u5b9f\u88c5<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python, C++<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Linux\u3001NVIDIA GPU\u5fc5\u9808\u3001PyTorch 2.0+<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">43. OpenLLM<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/bentoml\/OpenLLM\">https:\/\/github.com\/bentoml\/OpenLLM<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: DeepSeek\u3001Llama\u306a\u3069\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u7d71\u4e00\u30b5\u30fc\u30d3\u30f3\u30b0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002BentoML\u7d71\u5408\u3001\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001Docker\u3001Kubernetes\u3001BentoML\u7d71\u5408<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">44. pgvector<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/pgvector\/pgvector\">https:\/\/github.com\/pgvector\/pgvector<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: PostgreSQL\u7528\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d9\u30af\u30bf\u30fc\u985e\u4f3c\u691c\u7d22\u62e1\u5f35\u3002\u65e2\u5b58PostgreSQL\u30a4\u30f3\u30d5\u30e9\u3067\u30d9\u30af\u30bf\u30fc\u691c\u7d22\u3092\u5b9f\u73fe<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: C<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: PostgreSQL 11+\u3001Linux\/macOS\/Windows<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: PostgreSQL License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">45. SillyTavern<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/SillyTavern\/SillyTavern\">https:\/\/github.com\/SillyTavern\/SillyTavern<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30d1\u30ef\u30fc\u30e6\u30fc\u30b6\u30fc\u5411\u3051LLM\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3002\u30ed\u30fc\u30eb\u30d7\u30ec\u30a4\u7279\u5316\u3001\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u30ab\u30fc\u30c9\u3001\u9ad8\u5ea6\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u5236\u5fa1\u6a5f\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: JavaScript, HTML, CSS<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Node.js\u3001\u30d6\u30e9\u30a6\u30b6\u30d9\u30fc\u30b9\u3001\u5404\u7a2eAPI\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: AGPL-3.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">46. Deep Lake<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/activeloopai\/deeplake\">https:\/\/github.com\/activeloopai\/deeplake<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: AI\u7528\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3002\u30d9\u30af\u30bf\u30fc\u3001\u753b\u50cf\u3001\u30c6\u30ad\u30b9\u30c8\u3001\u52d5\u753b\u7b49\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\u683c\u7d0d\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u6a5f\u80fd\u642d\u8f09<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.7+\u3001\u30af\u30e9\u30a6\u30c9\/\u30ed\u30fc\u30ab\u30eb\u30b9\u30c8\u30ec\u30fc\u30b8\u3001PyTorch\/TensorFlow\u7d71\u5408<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MPL-2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">47. txtai<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/neuml\/txtai\">https:\/\/github.com\/neuml\/txtai<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: AI\u642d\u8f09\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002\u57cb\u3081\u8fbc\u307f\u751f\u6210\u3001\u30d9\u30af\u30bf\u30fc\u691c\u7d22\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u81ea\u52d5\u5316\u6a5f\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001Transformers\u3001\u5404\u7a2e\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">48. TensorRT-LLM<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/NVIDIA\/TensorRT-LLM\">https:\/\/github.com\/NVIDIA\/TensorRT-LLM<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: NVIDIA GPU\u4e0a\u3067LLM\u306e\u52b9\u7387\u7684\u63a8\u8ad6\u3092\u884c\u3046\u305f\u3081\u306eAPI\u3002\u91cf\u5b50\u5316\u3001\u30de\u30eb\u30c1GPU\u3001\u52d5\u7684\u30d0\u30c3\u30c1\u51e6\u7406\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: C++, Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Linux\u3001NVIDIA GPU\u5fc5\u9808\u3001CUDA 12.1+\u3001TensorRT 9.2+<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">49. XAgent<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/OpenBMB\/XAgent\">https:\/\/github.com\/OpenBMB\/XAgent<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u81ea\u5f8b\u578bLLM\u30d9\u30fc\u30b9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u4eba\u9593\u306e\u3088\u3046\u306a\u30bf\u30b9\u30af\u5b9f\u884c\u3001\u30c4\u30fc\u30eb\u4f7f\u7528\u3001\u81ea\u5df1\u6539\u5584\u6a5f\u80fd\u642d\u8f09<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.10+\u3001Docker\u63a8\u5968\u3001\u5404\u7a2eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">50. HuggingFace Chat UI<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/huggingface\/chat-ui\">https:\/\/github.com\/huggingface\/chat-ui<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: HuggingChat\u30a2\u30d7\u30ea\u306e\u57fa\u76e4\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u5b9f\u88c5\u3002\u30e2\u30c0\u30f3UI\u3001\u30de\u30eb\u30c1\u30e2\u30c7\u30eb\u5bfe\u5fdc\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u91cd\u8996\u8a2d\u8a08<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: SvelteKit, TypeScript<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Node.js 18+\u3001MongoDB\u3001Docker\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">51. PrivateGPT<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/zylon-ai\/private-gpt\">https:\/\/github.com\/zylon-ai\/private-gpt<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u5b8c\u5168\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u306a\u6587\u66f8\u5bfe\u8a71\u30b7\u30b9\u30c6\u30e0\u3002100%\u30aa\u30d5\u30e9\u30a4\u30f3\u52d5\u4f5c\u3001\u30c7\u30fc\u30bf\u6f0f\u6d29\u30ea\u30b9\u30af\u30bc\u30ed\u3001\u4f01\u696d\u6a5f\u5bc6\u6587\u66f8\u51e6\u7406\u306b\u6700\u9069<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.11+\u3001Ollama\/llama.cpp\u3001Docker\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">52. TaskWeaver<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/microsoft\/TaskWeaver\">https:\/\/github.com\/microsoft\/TaskWeaver<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30b3\u30fc\u30c9\u5b9f\u884c\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u30bf\u30b9\u30af\u81ea\u52d5\u5316\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30c7\u30fc\u30bf\u5206\u6790\u3001\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u7d71\u5408\u3001\u67d4\u8edf\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.10+\u3001Jupyter\u7d71\u5408\u3001Azure\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">53. Instructor<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/jxnl\/instructor\">https:\/\/github.com\/jxnl\/instructor<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LLM\u304b\u3089\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3059\u308bPython\u30e9\u30a4\u30d6\u30e9\u30ea\u3002Pydantic\u7d71\u5408\u3001\u578b\u5b89\u5168\u3001\u30d0\u30ea\u30c7\u30fc\u30b7\u30e7\u30f3\u6a5f\u80fd\u642d\u8f09<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.9+\u3001OpenAI\/Anthropic\/\u305d\u306e\u4ed6LLM\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">54. Marvin<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/PrefectHQ\/marvin\">https:\/\/github.com\/PrefectHQ\/marvin<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: AI\u6a5f\u80fd\u3092Python\u306b\u7d71\u5408\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3002\u81ea\u7136\u8a00\u8a9e\u95a2\u6570\u3001AI\u578b\u30b7\u30b9\u30c6\u30e0\u3001\u69cb\u9020\u5316\u51fa\u529b\u751f\u6210\u6a5f\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.9+\u3001\u5404\u7a2eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">55. LangServe<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/langchain-ai\/langserve\">https:\/\/github.com\/langchain-ai\/langserve<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LangChain\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092REST API\u3068\u3057\u3066\u5c55\u958b\u3002FastAPI\u7d71\u5408\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u5bfe\u5fdc\u3001\u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\u6a5f\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001FastAPI\u3001LangChain\u5fc5\u9808<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">56. Guidance<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/guidance-ai\/guidance\">https:\/\/github.com\/guidance-ai\/guidance<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u8a00\u8a9e\u30e2\u30c7\u30eb\u5236\u5fa1\u7528\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3002\u69cb\u9020\u5316\u751f\u6210\u3001\u6761\u4ef6\u5206\u5c90\u3001\u30eb\u30fc\u30d7\u3001\u95a2\u6570\u547c\u3073\u51fa\u3057\u3092LLM\u3067\u5b9f\u73fe<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001\u5404\u7a2eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3001Transformers\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">57. Outlines<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/outlines-dev\/outlines\">https:\/\/github.com\/outlines-dev\/outlines<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u69cb\u9020\u5316\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u30e9\u30a4\u30d6\u30e9\u30ea\u3002\u6b63\u898f\u8868\u73fe\u3001JSON Schema\u3001Pydantic\u30e2\u30c7\u30eb\u306b\u5f93\u3063\u305f\u751f\u6210\u3092\u4fdd\u8a3c<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001HuggingFace Transformers\u3001vLLM\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">58. LMStudio<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/lmstudio-ai\">https:\/\/github.com\/lmstudio-ai<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30ed\u30fc\u30ab\u30ebLLM\u5b9f\u884c\u7528\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u3002\u76f4\u611f\u7684UI\u3001\u30e2\u30c7\u30eb\u30cf\u30d6\u3001GPU\u52a0\u901f\u3001API \u30b5\u30fc\u30d0\u30fc\u6a5f\u80fd\u642d\u8f09<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript, C++<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Windows\/macOS\/Linux\u3001GPU\u63a8\u5968\u30018GB+ RAM<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Proprietary (\u7121\u6599\u5229\u7528\u53ef)<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">59. AgentGPT<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/reworkd\/AgentGPT\">https:\/\/github.com\/reworkd\/AgentGPT<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30d6\u30e9\u30a6\u30b6\u3067\u52d5\u4f5c\u3059\u308b\u81ea\u5f8b\u578bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3002\u30bf\u30b9\u30af\u81ea\u52d5\u5b9f\u884c\u3001Web\u691c\u7d22\u3001\u30b3\u30fc\u30c9\u751f\u6210\u6a5f\u80fd\u642d\u8f09<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript, Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Node.js\u3001Docker\u3001OpenAI API\u5fc5\u9808<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: GPL-3.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">60. BabyAGI<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/yoheinakajima\/babyagi\">https:\/\/github.com\/yoheinakajima\/babyagi<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30bf\u30b9\u30af\u99c6\u52d5\u578b\u81ea\u5f8b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30b7\u30f3\u30d7\u30eb\u5b9f\u88c5\u3002\u30bf\u30b9\u30af\u751f\u6210\u3001\u512a\u5148\u9806\u4f4d\u4ed8\u3051\u3001\u5b9f\u884c\u306e\u81ea\u52d5\u5316\u30b5\u30a4\u30af\u30eb<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001OpenAI API\u3001Pinecone\/Chroma\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">61. SuperAGI<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/TransformerOptimus\/SuperAGI\">https:\/\/github.com\/TransformerOptimus\/SuperAGI<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u958b\u767a\u8005\u5411\u3051\u81ea\u5f8bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5b9f\u884c\u3001GUI\u3001\u62e1\u5f35\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.10+\u3001Docker\u3001PostgreSQL\u3001Redis<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">62. Weaviate<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/weaviate\/weaviate\">https:\/\/github.com\/weaviate\/weaviate<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3002GraphQL API\u3001\u30de\u30eb\u30c1\u30c6\u30ca\u30f3\u30b7\u30fc\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3001\u30e2\u30b8\u30e5\u30e9\u30fc\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Go<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Docker\u3001Kubernetes\u3001Linux\/macOS\/Windows<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: BSD-3-Clause<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">63. Vespa<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/vespa-engine\/vespa\">https:\/\/github.com\/vespa-engine\/vespa<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: Yahoo\u958b\u767a\u306e\u5927\u898f\u6a21\u691c\u7d22\u30fb\u63a8\u85a6\u30a8\u30f3\u30b8\u30f3\u3002\u30d9\u30af\u30bf\u30fc\u691c\u7d22\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u7d71\u5408\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Java, C++<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Linux\u3001Docker\u3001Kubernetes\u3001\u5927\u898f\u6a21\u5206\u6563\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">64. Sentence Transformers<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/UKPLab\/sentence-transformers\">https:\/\/github.com\/UKPLab\/sentence-transformers<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u6587\u7ae0\u30fb\u753b\u50cf\u57cb\u3081\u8fbc\u307f\u751f\u6210\u7528\u306ePython\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002100\u4ee5\u4e0a\u306e\u4e8b\u524d\u5b66\u7fd2\u30e2\u30c7\u30eb\u3001\u7c21\u5358\u306a\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001PyTorch\u3001Transformers<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">65. Text2vec<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/shibing624\/text2vec\">https:\/\/github.com\/shibing624\/text2vec<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30c6\u30ad\u30b9\u30c8\u57cb\u3081\u8fbc\u307f\u30fb\u985e\u4f3c\u5ea6\u8a08\u7b97\u30e9\u30a4\u30d6\u30e9\u30ea\u3002\u4e2d\u56fd\u8a9e\u5bfe\u5fdc\u5f37\u5316\u3001\u5404\u7a2e\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u7d71\u5408<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.6+\u3001TensorFlow\/PyTorch\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">66. MLX<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/ml-explore\/mlx\">https:\/\/github.com\/ml-explore\/mlx<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: Apple Silicon\u5411\u3051\u6a5f\u68b0\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u7d71\u4e00\u30e1\u30e2\u30ea\u30e2\u30c7\u30eb\u3001\u9045\u5ef6\u8a55\u4fa1\u3001\u81ea\u52d5\u5fae\u5206\u6a5f\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: C++, Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: macOS 13.3+\u3001Apple Silicon\u5fc5\u9808<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">67. Axolotl<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/OpenAccess-AI-Collective\/axolotl\">https:\/\/github.com\/OpenAccess-AI-Collective\/axolotl<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LLM\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u7528\u306e\u52b9\u7387\u7684\u306a\u30c4\u30fc\u30eb\u3002QLoRA\u3001FSDP\u3001DeepSpeed\u5bfe\u5fdc\u3001\u5404\u7a2e\u6700\u9069\u5316\u6280\u8853\u5b9f\u88c5<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Linux\u3001NVIDIA GPU\u3001PyTorch 2.0+<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">68. OpenLLMetry<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/traceloop\/openllmetry\">https:\/\/github.com\/traceloop\/openllmetry<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7528\u30aa\u30fc\u30d7\u30f3\u30c6\u30ec\u30e1\u30c8\u30ea\u3002\u30c8\u30ec\u30fc\u30b9\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u3001\u6a19\u6e96\u5316\u3055\u308c\u305f\u89b3\u6e2c\u53ef\u80fd\u6027<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001OpenTelemetry\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">69. Phoenix<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/Arize-ai\/phoenix\">https:\/\/github.com\/Arize-ai\/phoenix<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: ML\u89b3\u6e2c\u53ef\u80fd\u6027\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002LLM\u30c8\u30ec\u30fc\u30b9\u3001\u57cb\u3081\u8fbc\u307f\u53ef\u8996\u5316\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u5206\u6790\u6a5f\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001Jupyter\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Elastic License 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">70. LangSmith<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/langchain-ai\/langsmith-sdk\">https:\/\/github.com\/langchain-ai\/langsmith-sdk<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c7\u30d0\u30c3\u30b0\u3001\u30c6\u30b9\u30c8\u3001\u8a55\u4fa1\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u7528SDK<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python, TypeScript<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001Node.js\u3001LangChain\u7d71\u5408<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">71. Ragas<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/explodinggradients\/ragas\">https:\/\/github.com\/explodinggradients\/ragas<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: RAG\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u8a55\u4fa1\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u81ea\u52d5\u8a55\u4fa1\u30e1\u30c8\u30ea\u30af\u30b9\u3001\u5408\u6210\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u751f\u6210\u6a5f\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001\u5404\u7a2eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">72. MemGPT<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/cpacker\/MemGPT\">https:\/\/github.com\/cpacker\/MemGPT<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u9577\u671f\u8a18\u61b6\u3092\u6301\u3064LLM\u30b7\u30b9\u30c6\u30e0\u3002\u4eee\u60f3\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u7ba1\u7406\u3001\u6c38\u7d9a\u7684\u306a\u4f1a\u8a71\u5c65\u6b74\u3001\u81ea\u5df1\u7de8\u96c6\u30e1\u30e2\u30ea<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.9+\u3001\u5404\u7a2eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3001PostgreSQL<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">73. Letta<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/letta-ai\/letta\">https:\/\/github.com\/letta-ai\/letta<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30b9\u30c6\u30fc\u30c8\u30d5\u30eb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u7bc9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30e1\u30e2\u30ea\u7ba1\u7406\u3001\u30c4\u30fc\u30eb\u4f7f\u7528\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.10+\u3001Docker\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">74. e2b<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/e2b-dev\/e2b\">https:\/\/github.com\/e2b-dev\/e2b<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7528\u306e\u30b5\u30f3\u30c9\u30dc\u30c3\u30af\u30b9\u5b9f\u884c\u74b0\u5883\u3002\u5b89\u5168\u306a\u30b3\u30fc\u30c9\u5b9f\u884c\u3001\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript, Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u3001SDK\u7d4c\u7531\u3067\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">75. Modal<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/modal-labs\/modal-client\">https:\/\/github.com\/modal-labs\/modal-client<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u7528\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3002GPU\u5bfe\u5fdc\u3001\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3001\u7c21\u5358\u30c7\u30d7\u30ed\u30a4<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001Modal \u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">76. Chainlit<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/Chainlit\/chainlit\">https:\/\/github.com\/Chainlit\/chainlit<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u69cb\u7bc9\u7528Python\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30c1\u30e3\u30c3\u30c8UI\u3001\u30d5\u30a1\u30a4\u30eb\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3001\u8a8d\u8a3c\u6a5f\u80fd\u5185\u8535<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python, TypeScript<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001\u975e\u540c\u671f\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">77. Continue<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/continuedev\/continue\">https:\/\/github.com\/continuedev\/continue<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eAI\u30b3\u30fc\u30c9\u88dc\u5b8c\u3002VSCode\/JetBrains\u5bfe\u5fdc\u3001\u30ed\u30fc\u30ab\u30ebLLM\u5bfe\u5fdc\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript, Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: VSCode\u3001JetBrains IDE\u3001\u5404\u7a2eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">78. Tabby<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/TabbyML\/tabby\">https:\/\/github.com\/TabbyML\/tabby<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u578bAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3002\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u52d5\u4f5c\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u4fdd\u8b77\u3001IDE\u7d71\u5408<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Rust, TypeScript<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Linux\/macOS\/Windows\u3001Docker\u3001GPU\u63a8\u5968<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">79. Codeium<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/Exafunction\/codeium.vim\">https:\/\/github.com\/Exafunction\/codeium.vim<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u7121\u6599AI\u30b3\u30fc\u30c9\u88dc\u5b8c\u30fb\u691c\u7d22\u30c4\u30fc\u30eb\u300270\u4ee5\u4e0a\u306e\u8a00\u8a9e\u5bfe\u5fdc\u3001IDE\u7d71\u5408\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Various (IDE plugins)<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: \u4e3b\u8981IDE\u5168\u5bfe\u5fdc\u3001\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License (\u30d7\u30e9\u30b0\u30a4\u30f3)<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">80. GPT Engineer<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/gpt-engineer-org\/gpt-engineer\">https:\/\/github.com\/gpt-engineer-org\/gpt-engineer<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: AI\u306b\u3088\u308b\u5b8c\u5168\u306a\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u751f\u6210\u3002\u81ea\u7136\u8a00\u8a9e\u4ed5\u69d8\u304b\u3089\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u69cb\u7bc9\u3001\u53cd\u5fa9\u6539\u5584\u6a5f\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001OpenAI API\u5fc5\u9808<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">81. Aider<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/paul-gauthier\/aider\">https:\/\/github.com\/paul-gauthier\/aider<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30bf\u30fc\u30df\u30ca\u30eb\u3067AI\u30da\u30a2\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3002Git\u7d71\u5408\u3001\u8907\u6570\u30d5\u30a1\u30a4\u30eb\u7de8\u96c6\u3001\u30c6\u30b9\u30c8\u99c6\u52d5\u958b\u767a\u652f\u63f4<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001Git\u3001\u5404\u7a2eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">82. SWE-agent<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/princeton-nlp\/SWE-agent\">https:\/\/github.com\/princeton-nlp\/SWE-agent<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u7528\u81ea\u5f8b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3002GitHub Issue\u81ea\u52d5\u89e3\u6c7a\u3001\u30b3\u30fc\u30c9\u4fee\u6b63\u3001PR\u4f5c\u6210<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.9+\u3001Docker\u3001GitHub\u7d71\u5408<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">83. OpenDevin<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/OpenDevin\/OpenDevin\">https:\/\/github.com\/OpenDevin\/OpenDevin<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u7248Devin\u3002\u81ea\u5f8b\u7684\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001Web UI\u3001\u30b5\u30f3\u30c9\u30dc\u30c3\u30af\u30b9\u74b0\u5883<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python, TypeScript<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Docker\u5fc5\u9808\u3001Python 3.11+\u3001Node.js<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">84. Devika<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/stitionai\/devika\">https:\/\/github.com\/stitionai\/devika<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30bf\u30b9\u30af\u7528AI\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u3002\u8a08\u753b\u7acb\u6848\u3001\u7814\u7a76\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u81ea\u52d5\u5316<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.10+\u3001\u5404\u7a2eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">85. Cognition<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/CognitionAI\/devin-swebench-results\">https:\/\/github.com\/CognitionAI\/devin-swebench-results<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: Devin\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u7d50\u679c\u3068\u30c4\u30fc\u30eb\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u8a55\u4fa1\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6bd4\u8f03\u30c7\u30fc\u30bf<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: \u8a55\u4fa1\u30c7\u30fc\u30bf\u3068\u30c4\u30fc\u30eb\u3001Python 3.8+<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">86. LlamaHub<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/run-llama\/llama-hub\">https:\/\/github.com\/run-llama\/llama-hub<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LlamaIndex\u7528\u30c7\u30fc\u30bf\u30ed\u30fc\u30c0\u30fc\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30e9\u30a4\u30d6\u30e9\u30ea\u3002100\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u5bfe\u5fdc\u30b3\u30cd\u30af\u30bf\u30fc<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001LlamaIndex\u5fc5\u9808<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">87. Composio<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/ComposioHQ\/composio\">https:\/\/github.com\/ComposioHQ\/composio<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7528\u30c4\u30fc\u30eb\u7d71\u5408\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002150\u4ee5\u4e0a\u306e\u30c4\u30fc\u30eb\u3001\u8a8d\u8a3c\u7ba1\u7406\u3001\u5b9f\u884c\u74b0\u5883\u63d0\u4f9b<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python, TypeScript<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001Node.js\u3001\u30af\u30e9\u30a6\u30c9\/\u30bb\u30eb\u30d5\u30db\u30b9\u30c8<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">88. AgentOps<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/AgentOps-AI\/agentops\">https:\/\/github.com\/AgentOps-AI\/agentops<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u76e3\u8996\u30fb\u30c7\u30d0\u30c3\u30b0\u30c4\u30fc\u30eb\u3002\u30bb\u30c3\u30b7\u30e7\u30f3\u30c8\u30ec\u30fc\u30b9\u3001\u30b3\u30b9\u30c8\u8ffd\u8de1\u3001\u30a8\u30e9\u30fc\u691c\u51fa\u6a5f\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.7+\u3001\u5404\u7a2e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">89. Promptfoo<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/promptfoo\/promptfoo\">https:\/\/github.com\/promptfoo\/promptfoo<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LLM\u30c6\u30b9\u30c8\u30fb\u8a55\u4fa1\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u6bd4\u8f03\u3001\u81ea\u52d5\u8a55\u4fa1\u3001\u30ec\u30c3\u30c9\u30c1\u30fc\u30df\u30f3\u30b0\u6a5f\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Node.js 14+\u3001\u5404\u7a2eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">90. ChainForge<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/ianarawjo\/ChainForge\">https:\/\/github.com\/ianarawjo\/ChainForge<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u7528\u30d3\u30b8\u30e5\u30a2\u30eb\u30c4\u30fc\u30eb\u3002\u6bd4\u8f03\u5206\u6790\u3001\u8a55\u4fa1\u3001\u53cd\u5fa9\u6539\u5584\u652f\u63f4<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python, React<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001Web\u30d6\u30e9\u30a6\u30b6<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">91. OpenRouter<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/OpenRouterTeam\/openrouter-runner\">https:\/\/github.com\/OpenRouterTeam\/openrouter-runner<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u7d71\u4e00LLM API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3002\u8907\u6570\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3001\u81ea\u52d5\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u3001\u30b3\u30b9\u30c8\u6700\u9069\u5316<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Node.js\u3001\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">92. AI Gateway<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/Portkey-AI\/gateway\">https:\/\/github.com\/Portkey-AI\/gateway<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LLM\u7528\u7d71\u4e00API\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3002\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b7\u30f3\u30b0\u3001\u30ad\u30e3\u30c3\u30b7\u30f3\u30b0\u3001\u89b3\u6e2c\u53ef\u80fd\u6027\u6a5f\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Node.js\u3001Docker\u3001Kubernetes\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">93. Helicone<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/Helicone\/helicone\">https:\/\/github.com\/Helicone\/helicone<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LLM\u89b3\u6e2c\u53ef\u80fd\u6027\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002\u4f7f\u7528\u72b6\u6cc1\u8ffd\u8de1\u3001\u30b3\u30b9\u30c8\u7ba1\u7406\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u7ba1\u7406\u6a5f\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: \u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3001\u30d7\u30ed\u30ad\u30b7\u8a2d\u5b9a<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">94. Pezzo<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/pezzolabs\/pezzo\">https:\/\/github.com\/pezzolabs\/pezzo<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LLM\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u7528\u958b\u767a\u8005\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u7ba1\u7406\u3001\u89b3\u6e2c\u53ef\u80fd\u6027\u3001\u30b3\u30b9\u30c8\u8ffd\u8de1<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Node.js\u3001Docker\u3001PostgreSQL<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">95. Lunary<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/lunary-ai\/lunary\">https:\/\/github.com\/lunary-ai\/lunary<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: \u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3LLM\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3002\u30a8\u30e9\u30fc\u8ffd\u8de1\u3001\u30e6\u30fc\u30b6\u30fc\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3001\u5206\u6790\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript, Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: \u30af\u30e9\u30a6\u30c9\/\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u3001\u5404\u7a2eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">96. Baserun<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/baserun-ai\/baserun-js\">https:\/\/github.com\/baserun-ai\/baserun-js<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LLM\u30c6\u30b9\u30c8\u3068\u76e3\u8996\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u30c6\u30b9\u30c8\u3001\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u76e3\u8996\u3001\u8a55\u4fa1\u6a5f\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: TypeScript, Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Node.js\/Python\u3001\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: MIT License<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">97. Parea<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/parea-ai\/parea-sdk-py\">https:\/\/github.com\/parea-ai\/parea-sdk-py<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LLM\u30d7\u30ed\u30f3\u30d7\u30c8\u5b9f\u9a13\u30fb\u76e3\u8996\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002A\/B\u30c6\u30b9\u30c8\u3001\u30c7\u30d0\u30c3\u30b0\u3001\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u6a5f\u80fd<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u7d71\u5408<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">98. LangKit<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/whylabs\/langkit\">https:\/\/github.com\/whylabs\/langkit<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LLM\u76e3\u8996\u7528\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u3002\u30c6\u30ad\u30b9\u30c8\u7d71\u8a08\u3001\u54c1\u8cea\u30e1\u30c8\u30ea\u30af\u30b9\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30c1\u30a7\u30c3\u30af<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001WhyLabs\u7d71\u5408\u53ef\u80fd<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">99. Arthur<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/arthur-ai\/bench\">https:\/\/github.com\/arthur-ai\/bench<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: LLM\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30fb\u8a55\u4fa1\u30c4\u30fc\u30eb\u3002\u30e2\u30c7\u30eb\u6bd4\u8f03\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c6\u30b9\u30c8\u3001\u30d0\u30a4\u30a2\u30b9\u691c\u51fa<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001\u5404\u7a2eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u5bfe\u5fdc<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">100. Evidently<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GitHub URL<\/strong>: <a href=\"https:\/\/github.com\/evidentlyai\/evidently\">https:\/\/github.com\/evidentlyai\/evidently<\/a><\/li>\n\n\n\n<li><strong>\u6982\u8981<\/strong>: ML\/LLM\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u7528\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30c4\u30fc\u30eb\u3002\u30c7\u30fc\u30bf\u30c9\u30ea\u30d5\u30c8\u691c\u51fa\u3001\u30e2\u30c7\u30eb\u54c1\u8cea\u8a55\u4fa1\u3001\u30ec\u30dd\u30fc\u30c8\u751f\u6210<\/li>\n\n\n\n<li><strong>\u8a00\u8a9e<\/strong>: Python<\/li>\n\n\n\n<li><strong>\u52d5\u4f5c\u74b0\u5883<\/strong>: Python 3.8+\u3001Jupyter\u5bfe\u5fdc\u3001\u5404\u7a2eML\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u7d71\u5408<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>: Apache 2.0<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u30ab\u30c6\u30b4\u30ea\u5225\u50be\u5411\u5206\u6790\uff1a2025\u5e74\u306eLLM\u30c4\u30fc\u30eb\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u8aad\u307f\u89e3\u304f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ec\u30a4\u30e4\u30fc\u306e\u6210\u719f\u3068\u591a\u69d8\u5316<\/h3>\n\n\n\n<p>2025\u5e74\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u30c4\u30fc\u30eb\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u5358\u306a\u308b\u5b9f\u9a13\u6bb5\u968e\u304b\u3089\u672c\u683c\u7684\u306a\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u3078\u3068\u5927\u304d\u304f\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u6ce8\u76ee\u3059\u3079\u304d\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ec\u30a4\u30e4\u30fc\u306e\u6025\u901f\u306a\u6210\u719f\u3067\u3059\u3002\u304b\u3064\u3066\u306f\u7814\u7a76\u8005\u3084AI\u5c02\u9580\u5bb6\u306e\u9818\u57df\u3060\u3063\u305fLLM\u30c4\u30fc\u30eb\u304c\u3001\u4eca\u3067\u306f\u4e00\u822c\u958b\u767a\u8005\u3067\u3082\u7c21\u5358\u306b\u6271\u3048\u308b\u307e\u3067\u306b\u6d17\u7df4\u3055\u308c\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u30ed\u30fc\u30b3\u30fc\u30c9\u30fb\u30ce\u30fc\u30b3\u30fc\u30c9\u30c4\u30fc\u30eb\u306e\u53f0\u982d\u306f\u3001\u3053\u306e\u6c11\u4e3b\u5316\u3092\u8c61\u5fb4\u3059\u308b\u52d5\u304d\u3067\u3059\u3002Dify\u3084Flowise\u306e\u3088\u3046\u306a\u30d3\u30b8\u30e5\u30a2\u30eb\u30d5\u30ed\u30fc\u30d3\u30eb\u30c0\u30fc\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7d4c\u9a13\u304c\u6d45\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u8907\u96d1\u306aLLM\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u69cb\u7bc9\u3067\u304d\u308b\u74b0\u5883\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u5358\u306b\u4f7f\u3044\u3084\u3059\u3044\u3060\u3051\u3067\u306a\u304f\u3001\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u30b0\u30ec\u30fc\u30c9\u306e\u6a5f\u80fd\u3082\u5099\u3048\u3066\u304a\u308a\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u74b0\u5883\u3067\u306e\u63a1\u7528\u3082\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30d5\u30a1\u30fc\u30b9\u30c8\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u4e3b\u6d41\u5316<\/h3>\n\n\n\n<p>\u3082\u3046\u4e00\u3064\u306e\u91cd\u8981\u306a\u30c8\u30ec\u30f3\u30c9\u306f\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3078\u306e\u95a2\u5fc3\u306e\u9ad8\u307e\u308a\u3067\u3059\u3002GPT4All\u3001Jan\u3001PrivateGPT\u306a\u3069\u306e\u5b8c\u5168\u30aa\u30d5\u30e9\u30a4\u30f3\u52d5\u4f5c\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u306e\u4eba\u6c17\u306f\u3001\u4f01\u696d\u3084\u500b\u4eba\u30e6\u30fc\u30b6\u30fc\u304c\u30c7\u30fc\u30bf\u306e\u6a5f\u5bc6\u6027\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u4f9d\u5b58\u305b\u305a\u3001\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u9ad8\u54c1\u8cea\u306aLLM\u4f53\u9a13\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u7279\u306b\u898f\u5236\u306e\u53b3\u3057\u3044\u696d\u754c\u3084\u3001\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u6271\u3046\u7d44\u7e54\u306b\u3068\u3063\u3066\u3001\u3053\u306e\u3088\u3046\u306a\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30d5\u30a1\u30fc\u30b9\u30c8\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u5fc5\u9808\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u8208\u5473\u6df1\u3044\u3053\u3068\u306b\u3001\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306e\u591a\u304f\u304cGPU\u4e0d\u8981\u3067\u52d5\u4f5c\u3059\u308b\u3088\u3046\u6700\u9069\u5316\u3055\u308c\u3066\u304a\u308a\u3001\u4e00\u822c\u7684\u306a\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3067\u3082\u5b9f\u7528\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u9769\u65b0\u7684\u9032\u5316<\/h3>\n\n\n\n<p>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306e\u5206\u91ce\u3067\u306f\u3001\u5358\u7d14\u306a\u81ea\u52d5\u5316\u3092\u8d85\u3048\u305f\u3001\u3088\u308a\u6d17\u7df4\u3055\u308c\u305f\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u898b\u3089\u308c\u307e\u3059\u3002CrewAI\u3001AutoGen\u3001MetaGPT\u3068\u3044\u3063\u305f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u8907\u6570\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u89e3\u6c7a\u3059\u308b\u65b0\u3057\u3044\u30d1\u30e9\u30c0\u30a4\u30e0\u3092\u63d0\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u7279\u5fb4\u306f\u3001\u4eba\u9593\u306e\u7d44\u7e54\u69cb\u9020\u3092\u6a21\u5023\u3057\u305f\u5f79\u5272\u5206\u62c5\u3068\u5354\u8abf\u30e1\u30ab\u30cb\u30ba\u30e0\u3067\u3059\u3002\u4f8b\u3048\u3070MetaGPT\u306f\u3001CEO\u3001CTO\u3001\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u3068\u3044\u3063\u305f\u5f79\u5272\u3092\u6301\u3064\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u3092\u884c\u3044\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u5358\u4e00\u306eLLM\u3067\u306f\u96e3\u3057\u304b\u3063\u305f\u5927\u898f\u6a21\u3067\u8907\u96d1\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u81ea\u52d5\u5316\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u89b3\u6e2c\u53ef\u80fd\u6027\u3068DevOps\u306e\u7d71\u5408<\/h3>\n\n\n\n<p>\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u74b0\u5883\u3067\u306eLLM\u904b\u7528\u304c\u4e00\u822c\u5316\u3059\u308b\u306b\u3064\u308c\u3066\u3001\u89b3\u6e2c\u53ef\u80fd\u6027\uff08Observability\uff09\u30c4\u30fc\u30eb\u306e\u91cd\u8981\u6027\u304c\u5897\u3057\u3066\u3044\u307e\u3059\u3002Langfuse\u3001Phoenix\u3001Helicone\u3068\u3044\u3063\u305f\u30c4\u30fc\u30eb\u306f\u3001\u5f93\u6765\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u76e3\u8996\u30c4\u30fc\u30eb\u3092LLM\u7279\u6709\u306e\u30cb\u30fc\u30ba\u306b\u9069\u5fdc\u3055\u305b\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3001\u30b3\u30b9\u30c8\u8ffd\u8de1\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u76e3\u8996\u3001\u30a8\u30e9\u30fc\u5206\u6790\u306a\u3069\u3001LLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7279\u6709\u306e\u8ab2\u984c\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u8208\u5473\u6df1\u3044\u306e\u306f\u3001A\/B\u30c6\u30b9\u30c8\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u6700\u9069\u5316\u306e\u3088\u3046\u306a\u6a5f\u80fd\u304c\u6a19\u6e96\u5316\u3055\u308c\u3064\u3064\u3042\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3067LLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7d99\u7d9a\u7684\u306b\u6539\u5584\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6280\u8853\u30c8\u30ec\u30f3\u30c9\u5206\u6790\uff1a\u6b21\u4e16\u4ee3LLM\u30a4\u30f3\u30d5\u30e9\u306e\u69cb\u7bc9<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u7af6\u4e89\u6fc0\u5316\u3068\u5c02\u9580\u5316<\/h3>\n\n\n\n<p>\u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5e02\u5834\u306f\u30012025\u5e74\u306b\u304a\u3044\u3066\u6700\u3082\u7af6\u4e89\u306e\u6fc0\u3057\u3044\u5206\u91ce\u306e\u4e00\u3064\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002Milvus\u3001Qdrant\u3001Weaviate\u3001Chroma\u306a\u3069\u3001\u305d\u308c\u305e\u308c\u304c\u72ec\u81ea\u306e\u5f37\u307f\u3092\u6301\u3064\u88fd\u54c1\u304c\u7af6\u5408\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8208\u5473\u6df1\u3044\u306e\u306f\u3001\u5404\u88fd\u54c1\u304c\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u7279\u5316\u3057\u59cb\u3081\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001Milvus\u306f\u5927\u898f\u6a21\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051\u306e\u5206\u6563\u51e6\u7406\u306b\u5f37\u307f\u3092\u6301\u3061\u3001Chroma\u306f\u958b\u767a\u8005\u4f53\u9a13\u3068\u30b7\u30f3\u30d7\u30eb\u3055\u3092\u91cd\u8996\u3001Qdrant\u306f\u6027\u80fd\u3068\u30e1\u30e2\u30ea\u52b9\u7387\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u8ffd\u6c42\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u30d9\u30af\u30bf\u30fc\u691c\u7d22\u6a5f\u80fd\u3092\u8ffd\u52a0\u3059\u308bpgvector\u306e\u3088\u3046\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3082\u652f\u6301\u3092\u96c6\u3081\u3066\u304a\u308a\u3001\u65e2\u5b58\u30a4\u30f3\u30d5\u30e9\u3078\u306e\u7d71\u5408\u3092\u91cd\u8996\u3059\u308b\u7d44\u7e54\u306b\u9078\u3070\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u63a8\u8ad6\u6700\u9069\u5316\u6280\u8853\u306e\u9032\u5316<\/h3>\n\n\n\n<p>vLLM\u3001TensorRT-LLM\u3001SGLang\u3068\u3044\u3063\u305f\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u306e\u767b\u5834\u306b\u3088\u308a\u3001LLM\u306e\u30b5\u30fc\u30d3\u30f3\u30b0\u52b9\u7387\u306f\u5287\u7684\u306b\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002PagedAttention\u3084RadixAttention\u306e\u3088\u3046\u306a\u9769\u65b0\u7684\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3088\u308a\u3001\u540c\u3058\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3067\u51e6\u7406\u3067\u304d\u308b\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u304c\u5927\u5e45\u306b\u5897\u52a0\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u6700\u9069\u5316\u6280\u8853\u306f\u3001\u5358\u306b\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u5411\u4e0a\u3055\u305b\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u306e\u524a\u6e1b\u3084\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u306e\u6700\u9069\u5316\u306b\u3082\u8ca2\u732e\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u3001\u52d5\u7684\u30d0\u30c3\u30c1\u51e6\u7406\u3084\u91cf\u5b50\u5316\u6280\u8853\u306e\u9032\u5316\u306b\u3088\u308a\u3001\u30b3\u30b9\u30c8\u52b9\u7387\u7684\u306aLLM\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u958b\u767a\u8005\u4f53\u9a13\uff08DX\uff09\u306e\u9769\u547d<\/h3>\n\n\n\n<p>2025\u5e74\u306eLLM\u30c4\u30fc\u30eb\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3067\u6700\u3082\u5370\u8c61\u7684\u306a\u5909\u5316\u306e\u4e00\u3064\u306f\u3001\u958b\u767a\u8005\u4f53\u9a13\u306e\u5287\u7684\u306a\u5411\u4e0a\u3067\u3059\u3002Continue\u3001Tabby\u3001Aider\u3068\u3044\u3063\u305f\u30c4\u30fc\u30eb\u306f\u3001AI\u3092\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u6df1\u304f\u7d71\u5408\u3057\u3001\u958b\u767a\u751f\u7523\u6027\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u5358\u306a\u308b\u30b3\u30fc\u30c9\u88dc\u5b8c\u3092\u8d85\u3048\u3066\u3001\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u3001\u30d0\u30b0\u4fee\u6b63\u3001\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3001\u30c6\u30b9\u30c8\u751f\u6210\u306a\u3069\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306e\u3042\u3089\u3086\u308b\u6bb5\u968e\u3067AI\u30a2\u30b7\u30b9\u30bf\u30f3\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u7279\u306b\u6ce8\u76ee\u3059\u3079\u304d\u306f\u3001\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306e\u591a\u304f\u304c\u30ed\u30fc\u30ab\u30ebLLM\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u4f01\u696d\u306e\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u4fdd\u3061\u306a\u304c\u3089AI\u306e\u6069\u6075\u3092\u53d7\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a19\u6e96\u5316\u3068\u76f8\u4e92\u904b\u7528\u6027\u306e\u5411\u4e0a<\/h3>\n\n\n\n<p>LLM\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u6210\u719f\u306b\u4f34\u3044\u3001\u6a19\u6e96\u5316\u306e\u52d5\u304d\u304c\u52a0\u901f\u3057\u3066\u3044\u307e\u3059\u3002LiteLLM\u3084OpenRouter\u306e\u3088\u3046\u306a\u7d71\u4e00API\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u306e\u767b\u5834\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u8907\u6570\u306eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3092\u7c21\u5358\u306b\u5207\u308a\u66ff\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u6a19\u6e96\u5316\u306f\u3001\u30d9\u30f3\u30c0\u30fc\u30ed\u30c3\u30af\u30a4\u30f3\u306e\u30ea\u30b9\u30af\u3092\u8efd\u6e1b\u3057\u3001\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u67d4\u8edf\u306b\u9078\u629e\u3067\u304d\u308b\u74b0\u5883\u3092\u4f5c\u308a\u51fa\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001OpenTelemetry\u306e\u3088\u3046\u306a\u65e2\u5b58\u306e\u89b3\u6e2c\u53ef\u80fd\u6027\u6a19\u6e96\u3092LLM\u306b\u9069\u7528\u3059\u308b\u52d5\u304d\u3082\u898b\u3089\u308c\u3001\u65e2\u5b58\u306eDevOps\u30c4\u30fc\u30eb\u30c1\u30a7\u30fc\u30f3\u3068\u306e\u7d71\u5408\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4eca\u5f8c\u306e\u5c55\u671b<\/h3>\n\n\n\n<p>2025\u5e74\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u30c4\u30fc\u30eb\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u5b9f\u9a13\u6bb5\u968e\u304b\u3089\u672c\u683c\u7684\u306a\u7523\u696d\u5fdc\u7528\u3078\u3068\u79fb\u884c\u3059\u308b\u8ee2\u63db\u70b9\u306b\u3042\u308a\u307e\u3059\u3002\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3001\u52b9\u7387\u6027\u3001\u958b\u767a\u8005\u4f53\u9a13\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5bfe\u5fdc\u3068\u3044\u3063\u305f\u5b9f\u7528\u7684\u306a\u8981\u6c42\u304c\u3001\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u65b9\u5411\u6027\u3092\u6c7a\u5b9a\u3065\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4eca\u5f8c\u306f\u3001\u3055\u3089\u306a\u308b\u5c02\u9580\u5316\u3068\u7d71\u5408\u304c\u9032\u3080\u3067\u3057\u3087\u3046\u3002\u5782\u76f4\u7d71\u5408\u578b\u306e\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u3001\u7279\u5b9a\u6a5f\u80fd\u306b\u7279\u5316\u3057\u305f\u30d9\u30b9\u30c8\u30aa\u30d6\u30d6\u30ea\u30fc\u30c9\u578b\u30c4\u30fc\u30eb\u306e\u4e21\u65b9\u304c\u5171\u5b58\u3057\u3001\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5fdc\u3048\u308b\u8c4a\u304b\u306a\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u304c\u5f62\u6210\u3055\u308c\u3066\u3044\u304f\u3068\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002\u307e\u305f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u81ea\u5f8b\u6027\u304c\u3055\u3089\u306b\u9ad8\u307e\u308a\u3001\u4eba\u9593\u3068AI\u306e\u5354\u50cd\u304c\u3088\u308a\u81ea\u7136\u3067\u52b9\u7387\u7684\u306b\u306a\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u6d3b\u767a\u306a\u8ca2\u732e\u306b\u3088\u308a\u3001\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u6025\u901f\u306b\u9032\u5316\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001\u5546\u7528\u88fd\u54c1\u3068\u306e\u6a5f\u80fd\u5dee\u306f\u7e2e\u5c0f\u3057\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u6c11\u4e3b\u5316\u306e\u6d41\u308c\u306f\u3001AI\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u3088\u308a\u591a\u304f\u306e\u4eba\u3005\u3068\u7d44\u7e54\u306b\u3068\u3063\u3066\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u306a\u3082\u306e\u306b\u3057\u3001\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u65b0\u305f\u306a\u6ce2\u3092\u751f\u307f\u51fa\u3059\u3053\u3068\u3067\u3057\u3087\u3046\u3002\u305f\u3060\u3051\u307e\u3059\u3002\u5404\u30c4\u30fc\u30eb\u306e\u7d99\u7d9a\u7684\u306a\u958b\u767a\u306b\u3088\u308a\u4ed5\u69d8\u306f\u968f\u6642\u66f4\u65b0\u3055\u308c\u308b\u305f\u3081\u3001\u6700\u65b0\u60c5\u5831\u306f\u5404GitHub\u30ea\u30dd\u30b8\u30c8\u30ea\u3067\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30e9\u30a4\u30bb\u30f3\u30b9\u30ec\u30d9\u30eb\u306e\u88dc\u8db3<\/h2>\n\n\n\n<p><strong>Apache 2.0: <\/strong>\u5546\u7528\u5229\u7528\u53ef\u3001\u7279\u8a31\u6a29\u8a31\u8afe\u4ed8\u304d<br><strong>MIT: <\/strong>\u975e\u5e38\u306b\u5bdb\u5bb9\u306a\u30e9\u30a4\u30bb\u30f3\u30b9\u3001\u8457\u4f5c\u6a29\u8868\u793a\u304a\u3088\u3073\u8a31\u8afe\u8868\u793a\u306e\u7dad\u6301\u304c\u5fc5\u9808<\/p>\n\n\n\n<p>\u203b\u672c\u8a18\u4e8b\u306f\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u3066\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u95a2\u9023\u30c4\u30fc\u30eb\u306e\u6700\u65b0\u8abf\u67fb\u306b\u3088\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ec\u30a4\u30e4\u30fc\u306b\u7279\u5316\u3057\u305f100\u500b\u306e\u30c4\u30fc\u30eb\u3092\u30ea\u30b9\u30c8\u5316\u3057 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":16517,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[27,75],"tags":[],"class_list":["post-16512","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ability","category-ai"],"aioseo_notices":[],"acf":[],"_links":{"self":[{"href":"https:\/\/www.cloudot.co.jp\/en\/wp-json\/wp\/v2\/posts\/16512","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cloudot.co.jp\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.cloudot.co.jp\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.cloudot.co.jp\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.cloudot.co.jp\/en\/wp-json\/wp\/v2\/comments?post=16512"}],"version-history":[{"count":6,"href":"https:\/\/www.cloudot.co.jp\/en\/wp-json\/wp\/v2\/posts\/16512\/revisions"}],"predecessor-version":[{"id":16523,"href":"https:\/\/www.cloudot.co.jp\/en\/wp-json\/wp\/v2\/posts\/16512\/revisions\/16523"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.cloudot.co.jp\/en\/wp-json\/wp\/v2\/media\/16517"}],"wp:attachment":[{"href":"https:\/\/www.cloudot.co.jp\/en\/wp-json\/wp\/v2\/media?parent=16512"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.cloudot.co.jp\/en\/wp-json\/wp\/v2\/categories?post=16512"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.cloudot.co.jp\/en\/wp-json\/wp\/v2\/tags?post=16512"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}