{"id":67338,"date":"2025-11-15T22:14:41","date_gmt":"2025-11-15T14:14:41","guid":{"rendered":"https:\/\/aicats.wiki\/sites\/67338.html"},"modified":"2025-11-15T22:14:41","modified_gmt":"2025-11-15T14:14:41","slug":"pinecone","status":"publish","type":"sites","link":"https:\/\/aicats.wiki\/tw\/sites\/67338-html","title":{"rendered":"Pinecone"},"content":{"rendered":"<p><strong>Pinecone<\/strong> \u662f\u5168\u7403\u9818\u5148\u7684\u5411\u91cf\u8cc7\u6599\u5eab\u5e73\u53f0\uff0c\u70ba<a href=\"https:\/\/aicats.wiki\/tw\/2025\/11\/15\/69508-html\/\" title=\"easyexcel \u5be6\u7528\u6307\u5357\uff1a\u958b\u767c\u8005\u5982\u4f55\u6709\u6548\u7387\u5730\u8655\u7406\u5927\u6279\u91cfExcel \u8cc7\u6599\uff1f\"> <strong>AI \u61c9\u7528\u63d0\u4f9b\u9ad8\u6027\u80fd\u3001\u9ad8\u53ef\u7528\u7684\u201c\u8a18\u61b6\u5f15\u64ce\u201d<\/strong><\/a>\u3002\u5b83\u5c08\u6ce8\u65bc\u9ad8\u7dad\u5411\u91cf\u8cc7\u6599\u7684\u5132\u5b58\u8207\u6aa2\u7d22\uff0c\u652f\u63f4\u4e3b\u6d41embedding \u5927\u6a21\u578b\uff0c\u64c1\u6709\u5168\u8a17\u7ba1\u96f2\u7aef\u670d\u52d9\u3001\u4f01\u696d\u7d1a\u5b89\u5168\u6027\u548c\u5f48\u6027\u64f4\u5c55\u80fd\u529b\u3002 Pinecone \u63d0\u4f9b\u9748\u6d3b\u50f9\u683c\u65b9\u6848\uff0c\u65b9\u4fbf\u958b\u767c\u8005\u53ca\u4f01\u696d\u5be6\u73fe\u667a\u6167\u641c\u5c0b\u3001\u63a8\u85a6\u7cfb\u7d71\u53caRAG \u7b49\u6838\u5fc3\u61c9\u7528\u3002<\/p>\n\n\n\n<p>\u5728\u7576\u4eca\u4eba\u5de5\u667a\u6167\u5feb\u901f\u767c\u5c55\u7684\u5927\u6f6e\u4e2d\uff0c<strong>\u5411\u91cf\u8cc7\u6599\u5eab<\/strong>\u5df2\u6210\u70ba\u5efa\u69cb\u9ad8\u6548\u667a\u6167AI \u61c9\u7528\u7684\u95dc\u9375\u57fa\u790e\u8a2d\u65bd\u3002<strong>Pinecone<\/strong> \u4f5c\u70ba\u5168\u7403\u9818\u5148\u7684\u5411\u91cf\u8cc7\u6599\u5eab\u5e73\u53f0\uff0c\u6b63\u91cd\u65b0\u5b9a\u7fa9\u667a\u6167\u6aa2\u7d22\u3001\u63a8\u85a6\u7cfb\u7d71\u548c\u667a\u6167\u52a9\u7406\u7684\u5be6\u73fe\u65b9\u5f0f\uff0c\u52a9\u529b\u4f01\u696d\u8207\u958b\u767c\u8005\u6253\u9020\u6027\u80fd\u5353\u8d8a\u3001\u7a69\u5b9a\u53ef\u9760\u7684AI \u7522\u54c1\u3002\u672c\u6587\u5c07\u5f9e\u65b0\u805e\u5831\u5c0e\u8996\u89d2\uff0c\u6df1\u5165\u5206\u6790Pinecone \u7684\u5e73\u53f0\u4eae\u9ede\u3001\u50f9\u683c\u65b9\u6848\u3001\u61c9\u7528\u5834\u666f\u548c\u7522\u696d\u50f9\u503c\uff0c\u4e26\u5e36\u958b\u767c\u8005\u5feb\u901f\u4e0a\u624b\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4ec0\u9ebc\u662fPinecone\uff1f \u2014\u2014\u70baAI\u201c\u8ce6\u80fd\u8a18\u61b6\u201d<\/h2>\n\n\n\n<p>Pinecone \u7531\u524dAWS \u7814\u7a76\u7e3d\u76e3Edo Liberty \u65bc2019 \u5e74\u5275\u7acb\uff0c\u81f4\u529b\u65bc\u201c\u70baAI \u8ce6\u4e88\u77e5\u8b58\u201d\uff0c\u5c08\u6ce8\u65bc <strong>\u9ad8\u7dad\u5411\u91cf\u8cc7\u6599\u7684\u5132\u5b58\u3001\u7d22\u5f15\u548c\u5373\u6642\u6aa2\u7d22<\/strong>\uff0c\u6210\u70ba\u5927\u6a21\u578b\u3001RAG\uff08\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff09\u3001\u8a9e\u7fa9\u641c\u5c0b\u7b49\u9818\u57df\u7684\u300c\u9577\u6642\u8a18\u61b6\u300d\u5009\u5eab\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1838\" height=\"1019\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/11\/image-298.png\" alt=\" Pinecone \u5b98\u7db2\" class=\"wp-image-69781\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/9\/91\/Pinecone_logo.png\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" > <\/a><a href=\"https:\/\/www.pinecone.io\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Pinecone \u5b98\u7db2<\/a><\/figcaption><\/figure>\n\n\n\n<p>\u8207\u50b3\u7d71\u8cc7\u6599\u5eab\u4e0d\u540c\uff0cPinecone \u570d\u7e5e\u8457\u300c\u5411\u91cfEmbedding\u300d\u6975\u81f4\u512a\u5316\uff0c\u7121\u8ad6\u6587\u5b57\u3001\u5716\u7247\u3001\u97f3\u8a0a\u3001\u7a0b\u5f0f\u78bc\u6216\u591a\u6a21\u614b\u6578\u64da\uff0cembedding \u5f8c\u7684\u5411\u91cf\u90fd\u80fd\u5728Pinecone \u4e2d\u9ad8\u6548\u5730\u5132\u5b58\u548c\u6aa2\u7d22\u3002\u9019\u4e5f\u662f\u70ba\u4ec0\u9ebcOpenAI\u3001Spotify\u3001Zapier\u3001Notion \u7b49\u696d\u5167\u5de8\u982d\u9078\u64c7\u4fe1\u4efbPinecone\u3002<\/p>\n\n\n\n<p><strong>\u76f8\u95dc\u9023\u7d50\uff1a<\/strong> <a href=\"https:\/\/www.pinecone.io\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Pinecone \u5b98\u7db2<\/a>\uff0c<a href=\"https:\/\/github.com\/pinecone-io\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Pinecone GitHub<\/a>\uff0c<a href=\"https:\/\/docs.pinecone.io\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u6587\u6a94<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Pinecone\u7684\u4e3b\u8981\u529f\u80fd<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5168\u8a17\u7ba1\uff0c\u9ad8\u6548\u80fd<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u96f6\u904b\u7dad\uff1a<\/strong>\u63d0\u4f9b\u5168\u8a17\u7ba1\u96f2\u7aef\u670d\u52d9\uff0c\u7121\u9700\u95dc\u5fc3\u5e95\u5c64\u90e8\u7f72\u548c\u64f4\u5145\u3002<\/li>\n\n\n\n<li>\u591a\u96f2\uff08AWS\/Azure\/GCP\uff09\u3001\u591a\u5340\u57df\u9078\u64c7\uff0c\u5b8c\u5584\u6b0a\u9650\u63a7\u5236\u548c\u5408\u898f\u8a8d\u8b49\u3002<\/li>\n\n\n\n<li>\u652f\u63f4\u6c34\u5e73\u5f48\u6027\u64f4\u5c55\uff0c\u55ae\u5eab\u53ef\u7ba1\u7406<strong>\u6578\u5341\u5104\u5411\u91cf<\/strong>\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5353\u8d8a\u5411\u91cf\u6aa2\u7d22\u80fd\u529b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e9e\u79d2\u4f4e\u5ef6\u9072<\/strong>\/\u9ad8\u7cbe\u5ea6ANN \u6aa2\u7d22\u3002<\/li>\n\n\n\n<li>\u5c0d\u63a5\u4e3b\u6d41embedding \u5927\u6a21\u578b\uff0c\u4e00\u9375\u7522\u751f\u8207\u7ba1\u7406\u5411\u91cf\u3002<\/li>\n\n\n\n<li>\u667a\u6167rerank \u63d0\u5347\u6aa2\u7d22\u54c1\u8cea\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/11\/my_prefix_1762793411.jpg\" alt=\"Pinecone\u7522\u54c1\u4ecb\u9762\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a title=\"\" href=\"https:\/\/www.pinecone.io\/product\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Pinecone\u7522\u54c1\u4ecb\u9762<\/a><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u8c50\u5bcc\u7684\u958b\u767c\u5de5\u5177\u93c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u591a\u8a9e\u8a00SDK\uff08Python\/Java\/Go\/TS\uff09\uff0c\u652f\u6301 <strong>AI\u5beb\u4f5c\u5de5\u5177<\/strong> \u6846\u67b6\u5982LangCh<a class=\"external\" href=\"https:\/\/aicats.wiki\/tw\/sitetag\/ai\" title=\"\u67e5\u770b\u8207 ai \u76f8\u95dc\u7684\u6587\u7ae0\" target=\"_blank\">ai<\/a>n\u3001HuggingFace\u3002<\/li>\n\n\n\n<li>RESTful API\uff0c\u6279\u6b21\/\u5373\u6642\u532f\u5165\u532f\u51fa\u3002<\/li>\n\n\n\n<li>\u5f37\u5927\u53ef\u89c0\u6e2c\u6027\uff0c\u76f8\u5bb9\u65bcPrometheus\u3001Datadog\u3002<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/www.pinecone.io\/product\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u67e5\u770b\u7522\u54c1\u66f4\u591a\u529f\u80fd<\/a><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u529f\u80fd\u6a21\u7d44<\/th><th>\u63cf\u8ff0<\/th><th>\u9069\u7528\u8a08\u5283<\/th><\/tr><tr><td>\u5168\u8a17\u7ba1\u96f2\u7aef\u670d\u52d9<\/td><td>\u96f6\u7dad\u30017\u00d724 \u5065\u5eb7\u6aa2\u67e5\u3001\u5f48\u6027\u4f38\u7e2e<\/td><td>\u5168\u90e8<\/td><\/tr><tr><td>\u9ad8\u901f\u5411\u91cf\u6aa2\u7d22<\/td><td>\u5104\u7d1a\u6578\u64da\uff0c\u6beb\u79d2\u97ff\u61c9<\/td><td>\u5168\u90e8<\/td><\/tr><tr><td>API\/SDK<\/td><td>\u591a\u8a9e\u8a00\u652f\u63f4&amp;AI \u6846\u67b6\u96c6\u6210<\/td><td>\u5168\u90e8<\/td><\/tr><tr><td>\u6b0a\u9650\u5b89\u5168\u63a7\u5236<\/td><td>RBAC \u591a\u56e0\u5b50\u3001\u52a0\u5bc6\u3001SSO<\/td><td>\u6a19\u6e96\u4ee5\u4e0a<\/td><\/tr><tr><td>\u591a\u96f2\/\u591a\u5340\u57df<\/td><td>AWS\/Azure\/GCP \u591a\u5340<\/td><td>\u6a19\u6e96\u4ee5\u4e0a<\/td><\/tr><tr><td>\u4f01\u696d\u5408\u898f\/\u5b89\u5168<\/td><td>HIPAA\u3001SOC2\u3001GDPR<\/td><td>\u4f01\u696d\u7248<\/td><\/tr><tr><td>\u76e3\u63a7\u5de5\u5177<\/td><td>Prometheus\/Datadog \u652f\u6301<\/td><td>\u6a19\u6e96\u4ee5\u4e0a<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Pinecone\u50f9\u683c&amp; \u65b9\u6848<\/h2>\n\n\n\n<p>Pinecone \u8a08\u8cbb\u9748\u6d3b\uff0c\u652f\u6301<strong>\u6309\u9700\u4ed8\u8cbb+\u6700\u4f4e\u6d88\u8cbb+\u514d\u8cbb\u8a66\u7528<\/strong>\uff0c\u9069\u5408\u4e0d\u540c\u898f\u6a21\u5718\u968a\u3002\u4e3b\u8981\u7248\u672c\u6bd4\u8f03\u5982\u4e0b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u7248\u672c<\/th><th>\u6708\u5ea6\u6700\u4f4e<\/th><th>\u5132\u5b58(GB\/\u6708)<\/th><th>\u5beb\u5165(\u767e\u842c)<\/th><th>\u8b80\u53d6(\u767e\u842c)<\/th><th>\u9805\u76ee\/\u7528\u6236\u9650\u5236<\/th><th>\u652f\u63f4\/\u5408\u898f<\/th><\/tr><tr><td><strong>Starter<\/strong><\/td><td>$0<\/td><td>2GB<\/td><td>2<\/td><td>1<\/td><td>1\u9805\u76ee\/2\u7528\u6236\/5\u7d22\u5f15<\/td><td>\u50c5AWS us-east-1<\/td><\/tr><tr><td>Standard<\/td><td>$50<\/td><td>$0.33\/GB<\/td><td>$4<\/td><td>$16<\/td><td>20\u9805\u76ee\/20\u7d22\u5f15<\/td><td>SSO\/\u81ea\u52d5\u5099\u4efd<\/td><\/tr><tr><td>Enterprise<\/td><td>$500<\/td><td>$0.33\/GB<\/td><td>$6<\/td><td>$24<\/td><td>100\u9805\u76ee\/200\u7d22\u5f15<\/td><td>\u79c1\u4eba\u7db2\u8def\/\u5408\u898f<\/td><\/tr><tr><td>Dedicated<\/td><td>\u5ba2\u88fd\u5316<\/td><td>\u5ba2\u88fd\u5316<\/td><td>\u5ba2\u88fd\u5316<\/td><td>\u5ba2\u88fd\u5316<\/td><td>\u79c1\u6709\u96f2\/\u81ea\u67b6<\/td><td>\u5c08\u5c6c\u670d\u52d9<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1828\" height=\"1019\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/11\/image-299.png\" alt=\"\u5b98\u65b9\u4ed8\u8cbb\u65b9\u6848\u9801\" class=\"wp-image-69786\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/www.pinecone.io\/pricing\/\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u4ed8\u8cbb\u65b9\u6848\u9801<\/a><\/figcaption><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u514d\u8cbb\u65b9\u6848\u542b2GB \u5132\u5b58\u30012M \u5beb\/1M \u8b80\uff0c\u6bcf\u6708 <strong>5M \u514d\u8cbbembedding tokens<\/strong>\u3002<\/li>\n\n\n\n<li>\u4ed8\u8cbb\u7248\u652f\u63f4\u7269\u4ef6\u5132\u5b58\u3001\u5099\u4efd\u3001\u5c08\u5c6c\u652f\u63f4\u548c\u66f4\u9ad8\u914d\u984d\u3002<\/li>\n\n\n\n<li>\u4f01\u696d\/\u5c08\u5c6c\u652f\u63f4\u6309\u9700\u5ba2\u88fd\u5316\u3001\u79c1\u6709\u5316\u3001SLA<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/www.pinecone.io\/pricing\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u8a73\u7d30\u50f9\u683c\u8acb\u898bPinecone \u5b98\u7db2<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u5982\u4f55\u4f7f\u7528Pinecone<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5feb\u901f\u6574\u5408\u6b65\u9a5f<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8a3b\u518a\u5e33\u865f\uff0c\u53d6\u5f97API Key<\/li>\n\n\n\n<li>\u5efa\u7acb\u7d22\u5f15\uff0c\u8a2d\u5b9a\u7dad\u5ea6(\u59821536)<\/li>\n\n\n\n<li>\u900f\u904eSDK \u6216API \u532f\u5165embedding \u6578\u64da<\/li>\n\n\n\n<li>\u547c\u53eb\u6aa2\u7d22\u63a5\u53e3\uff0c\u5be6\u73fe\u5411\u91cf\u76f8\u4f3c\u5ea6\u641c\u5c0b\u3001RAG\u3001\u63a8\u85a6\u7b49<\/li>\n\n\n\n<li>\u76e3\u63a7\u914d\u984d\u8207\u5065\u5eb7\u72c0\u614b\uff0c\u81ea\u52d5\u64f4\u5bb9\u8207\u8b66\u5831<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">SDK \u652f\u63f4\u5217\u8868<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1837\" height=\"1024\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/11\/image-300.png\" alt=\"\u5b98\u65b9\u6587\u6a94\" class=\"wp-image-69789\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/docs.pinecone.io\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u6587\u6a94<\/a><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u8a9e\u8a00<\/th><th>SDK \u540d\u7a31<\/th><th>\u5730\u5740<\/th><\/tr><tr><td>Python<\/td><td>pinecone-python-client<\/td><td><a href=\"https:\/\/github.com\/pinecone-io\/pinecone-python-client\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >GitHub<\/a><\/td><\/tr><tr><td>Java<\/td><td>pinecone-java-client<\/td><td><a href=\"https:\/\/github.com\/pinecone-io\/pinecone-java-client\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >GitHub<\/a><\/td><\/tr><tr><td>Golang<\/td><td>go-pinecone<\/td><td><a href=\"https:\/\/github.com\/pinecone-io\/go-pinecone\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >GitHub<\/a><\/td><\/tr><tr><td>TypeScript<\/td><td>pinecone-ts-client<\/td><td><a href=\"https:\/\/github.com\/pinecone-io\/pinecone-ts-client\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >GitHub<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5168\u90e8SDK \u4e5f\u6574\u5408\u5728<a href=\"https:\/\/docs.pinecone.io\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u6587\u6a94<\/a><\/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\">Pinecone\u9069\u7528\u4eba\u7fa4<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI \u65b0\u5275\u516c\u53f8\uff1a<\/strong>\u667a\u6167\u641c\u5c0b\u3001AI \u52a9\u7406\u3001\u5167\u5bb9\u751f\u6210\u7b49<\/li>\n\n\n\n<li><strong>\u4e2d\u5927\u578b\u4f01\u696d\uff1a<\/strong>\u63a8\u85a6\u7cfb\u7d71\u3001\u77e5\u8b58\u5eab\u3001\u667a\u6167\u5ba2\u670d<\/li>\n\n\n\n<li>\u79d1\u5b78\u7814\u7a76\u5718\u968a\u3001\u5927\u5b78\u3001\u7368\u7acb\u958b\u767c\u8005<\/li>\n\n\n\n<li>\u7cfb\u7d71\u6574\u5408\u5546\/SI<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1841\" height=\"1019\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/11\/image-301.png\" alt=\"Pinecone \u5ba2\u6236\u6848\u4f8b\u9801\" class=\"wp-image-69792\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/www.pinecone.io\/customers\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Pinecone \u5ba2\u6236\u6848\u4f8b\u9801<\/a><\/figcaption><\/figure>\n\n\n\n<p>\u6848\u4f8b\u53ef\u53c3\u8003<a href=\"https:\/\/www.pinecone.io\/customers\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Pinecone \u5ba2\u6236\u6848\u4f8b\u9801<\/a>\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u5178\u578b\u61c9\u7528\u5834\u666f\u8207\u7522\u696d\u50f9\u503c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">AI \u641c\u5c0b\u8207\u8a9e\u610f\u6aa2\u7d22<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6587\u5b57\u3001\u7a0b\u5f0f\u78bc\u3001\u6587\u6a94\u667a\u6167\u6aa2\u7d22<\/li>\n\n\n\n<li>\u96fb\u5546\u3001\u5167\u5bb9\u5e73\u53f0\u500b\u4eba\u5316\u63a8\u85a6<\/li>\n\n\n\n<li>\u667a\u6167\u5ba2\u670d\u6a5f\u5668\u4eba\uff0c\u652f\u6490RAG \u589e\u5f37\u77e5\u8b58\u5eab<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f01\u696d\u7d1a\u77e5\u8b58\u5eab\u3001\u591a\u6a21\u614b\u641c\u5c0b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6e96\u78ba\u914d\u5c0d\u5167\u90e8\u6587\u4ef6\u3001FAQ\u3001\u90f5\u4ef6\u7b49<\/li>\n\n\n\n<li>\u540c\u6642\u652f\u63f4\u5f71\u50cf\u3001\u97f3\u8a0a\u7b49embedding \u6aa2\u7d22<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u91d1\u878d\u98a8\u63a7\u8207\u5b89\u5168<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u57fa\u65bcembedding \u5373\u6642\u8b58\u5225\u6b3a\u8a50<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u65e5\u8a8c\u5206\u6790\u8207\u76e3\u63a7<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5229\u7528\u5411\u91cf\u805a\u985e\u5206\u6790\u5927\u898f\u6a21\u65e5\u8a8c\u6578\u64da<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1830\" height=\"1023\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/11\/image-302.png\" alt=\"\u5b98\u65b9\u7814\u7a76\u535a\u5ba2\" class=\"wp-image-69795\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/www.pinecone.io\/blog\/\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u7814\u7a76\u535a\u5ba2<\/a><\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u6280\u8853\u5c0d\u6bd4<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u65b9\u6848<\/th><th>Pinecone<\/th><th>Faiss<\/th><th>Weaviate<\/th><th>Milvus<\/th><\/tr><tr><td>\u7dad\u904b\u985e\u578b<\/td><td>\u5168\u8a17\u7ba1<\/td><td>\u81ea\u5efa<\/td><td>\u8a17\u7ba1\/\u81ea\u5efa<\/td><td>\u8a17\u7ba1\/\u81ea\u5efa<\/td><\/tr><tr><td>\u591a\u96f2\u652f\u63f4<\/td><td>\u652f\u6301\uff08AWS\/Azure\/GCP\uff09<\/td><td>\u81ea\u5efa<\/td><td>\u591a\u96f2+\u81ea\u5efa<\/td><td>\u591a\u96f2+\u81ea\u5efa<\/td><\/tr><tr><td>\u6548\u80fd<\/td><td>\u5104\u7d1a\u6aa2\u7d22\/\u4f4e\u5ef6\u9072<\/td><td>\u9ad8\u6548\u80fd(\u81ea\u8abf\u512a)<\/td><td>\u9ad8\u6027\u80fd\/\u77e5\u8b58\u63a8\u7406<\/td><td>\u9ad8\u6548\u80fd\/\u591a\u7d22\u5f15<\/td><\/tr><tr><td>\u751f\u614b\u96c6\u6210<\/td><td>LLMs\/\u4e3b\u6d41AI \u6846\u67b6<\/td><td>OpenAI \u642d\u914d<\/td><td>LLM\/\u5716\u8cc7\u6599\u5eab<\/td><td>LLM\/\u5716\u8cc7\u6599\u5eab<\/td><\/tr><tr><td>\u5408\u898f\u652f\u6301<\/td><td>\u5168\u9762\u8a8d\u8b49\u548c\u4f01\u696d\u7d1a\u652f\u6301<\/td><td>\u9700\u81ea\u5efa<\/td><td>\u5b8c\u5584<\/td><td>\u5b8c\u5584<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u5e38\u898b\u554f\u984cFAQ<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Pinecone \u514d\u8cbb\u65b9\u6848\u6709\u4f55\u9650\u5236\uff1f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Starter\u7248\u50c5\u652f\u63f4AWS us-east-1 \u5340\u57df<\/li>\n\n\n\n<li>\u7d22\u5f15\u3001\u9805\u76ee\u3001\u914d\u984d\u53d7\u9650\uff0c\u9069\u5408\u6e2c\u8a66<\/li>\n\n\n\n<li>\u5982\u9700\u66f4\u9ad8\u914d\u984d\u5347\u7d1a\u81f3\u6a19\u6e96\/\u4f01\u696d\u7248<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5982\u4f55\u5c0d\u63a5\u4e3b\u6d41AI\/LLM \u5927\u6a21\u578b\uff1f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u6301OpenAI\u3001Cohere\u3001Mistral\u3001LangChain \u7b49\u4e3b\u6d41embedding<\/li>\n\n\n\n<li>\u4e00\u9375\u96c6\u6210\uff0c\u5b98\u65b9\u6709\u5b8c\u6574\u7bc4\u4f8b\u7a0b\u5f0f\u78bc<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1836\" height=\"1018\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/11\/image-303.png\" alt=\"\u793e\u5340\u652f\u6301\" class=\"wp-image-69800\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/community.pinecone.io\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u793e\u5340\u652f\u6301<\/a><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u652f\u63f4\u81ea\u67b6\u6216\u5c08\u5c6c\u96f2\u7aef\u55ce\uff1f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Enterprise\/Dedicated \u65b9\u6848\u53ef\u5ba2\u88fd\u5316\u79c1\u6709\u5316\u90e8\u7f72\u548c\u5b89\u5168\u7b56\u7565<\/li>\n<\/ul>\n\n\n\n<p>\u66f4\u591aFAQ \u898b <a href=\"https:\/\/docs.pinecone.io\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Pinecone \u5e6b\u52a9\u4e2d\u5fc3<\/a> \u548c <a href=\"https:\/\/community.pinecone.io\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u793e\u5340\u652f\u6301<\/a>\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u96a8\u8457 <strong>AI \u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff08RAG\uff09<\/strong>\u3001\u591a\u6a21\u614b\u641c\u5c0b\u7b49\u5834\u666f\u7684\u5f15\u7206\uff0cPinecone \u6b63\u4ee5\u300c\u9ad8\u6548\u80fd\u5411\u91cf\u8cc7\u6599\u5eab\u300d\u6301\u7e8c\u52a9\u529b\u5404\u7522\u696d\u91cb\u653e\u8cc7\u6599\u667a\u6167\u50f9\u503c\u3002\u5982\u679c\u4f60\u6e34\u671b\u8b93AI \u64c1\u6709\u771f\u6b63\u7684\u201c\u8a18\u61b6\u201d\uff0c\u6b61\u8fce\u8a2a\u554f <a href=\"https:\/\/www.pinecone.io\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Pinecone \u5b98\u7db2<\/a> \u9ad4\u9a57\u7121\u9650\u667a\u80fd\u6f5b\u80fd\uff01<\/p>","protected":false},"author":3,"comment_status":"open","ping_status":"closed","template":"","meta":{"_crsspst_to_aicatswiki":true,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"content_visibility":[262],"sitetag":[17,1700,1701],"favorites":[577],"class_list":{"0":"post-67338","1":"sites","2":"type-sites","3":"status-publish","4":"hentry","5":"sitetag-ai","8":"favorites-ai-models"},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites\/67338","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites"}],"about":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/types\/sites"}],"author":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/comments?post=67338"}],"version-history":[{"count":1,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites\/67338\/revisions"}],"predecessor-version":[{"id":69803,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites\/67338\/revisions\/69803"}],"wp:attachment":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/media?parent=67338"}],"wp:term":[{"taxonomy":"content_visibility","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/content_visibility?post=67338"},{"taxonomy":"sitetag","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sitetag?post=67338"},{"taxonomy":"favorites","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/favorites?post=67338"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}