{"id":94698,"date":"2025-01-26T18:13:53","date_gmt":"2025-01-26T14:43:53","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%a7-%d8%ac%d8%b3%d8%aa%d8%ac%d9%88%db%8c-%d8%a8%d8%b1%d8%af%d8%a7%d8%b1-%d8%af%d8%b1-azure-cosmos-db-%d8%b4%d8%b1%d9%88%d8%b9-%da%a9%d9%86%db%8c%d8%af\/"},"modified":"2025-01-26T18:13:53","modified_gmt":"2025-01-26T14:43:53","slug":"%d8%a8%d8%a7-%d8%ac%d8%b3%d8%aa%d8%ac%d9%88%db%8c-%d8%a8%d8%b1%d8%af%d8%a7%d8%b1-%d8%af%d8%b1-azure-cosmos-db-%d8%b4%d8%b1%d9%88%d8%b9-%da%a9%d9%86%db%8c%d8%af","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%a7-%d8%ac%d8%b3%d8%aa%d8%ac%d9%88%db%8c-%d8%a8%d8%b1%d8%af%d8%a7%d8%b1-%d8%af%d8%b1-azure-cosmos-db-%d8%b4%d8%b1%d9%88%d8%b9-%da%a9%d9%86%db%8c%d8%af\/","title":{"rendered":"\u0628\u0627 \u062c\u0633\u062a\u062c\u0648\u06cc \u0628\u0631\u062f\u0627\u0631 \u062f\u0631 Azure Cosmos DB \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f"},"content":{"rendered":"<div 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href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%a7-%d8%ac%d8%b3%d8%aa%d8%ac%d9%88%db%8c-%d8%a8%d8%b1%d8%af%d8%a7%d8%b1-%d8%af%d8%b1-azure-cosmos-db-%d8%b4%d8%b1%d9%88%d8%b9-%da%a9%d9%86%db%8c%d8%af\/#%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%A8%D8%B1%D8%AF%D8%A7%D8%B1_%D8%B1%D8%A7_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_Python_SDK_%D8%A8%D8%B1%D8%A7%DB%8C_Azure_Cosmos_DB_%D8%A8%D8%A7%D8%B1%DA%AF%DB%8C%D8%B1%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\" >\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0631\u062f\u0627\u0631 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Python SDK \u0628\u0631\u0627\u06cc Azure Cosmos DB \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%a7-%d8%ac%d8%b3%d8%aa%d8%ac%d9%88%db%8c-%d8%a8%d8%b1%d8%af%d8%a7%d8%b1-%d8%af%d8%b1-azure-cosmos-db-%d8%b4%d8%b1%d9%88%d8%b9-%da%a9%d9%86%db%8c%d8%af\/#%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%A8%D8%B1%D8%AF%D8%A7%D8%B1_%D8%B1%D8%A7_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_SDK_TypeScript_%D8%A8%D8%B1%D8%A7%DB%8C_Azure_Cosmos_DB_%D8%A8%D8%A7%D8%B1%DA%AF%DB%8C%D8%B1%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\" >\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0631\u062f\u0627\u0631 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 SDK TypeScript \u0628\u0631\u0627\u06cc Azure Cosmos DB \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%a7-%d8%ac%d8%b3%d8%aa%d8%ac%d9%88%db%8c-%d8%a8%d8%b1%d8%af%d8%a7%d8%b1-%d8%af%d8%b1-azure-cosmos-db-%d8%b4%d8%b1%d9%88%d8%b9-%da%a9%d9%86%db%8c%d8%af\/#%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%A8%D8%B1%D8%AF%D8%A7%D8%B1_%D8%B1%D8%A7_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_Java_SDK_%D8%A8%D8%B1%D8%A7%DB%8C_Azure_Cosmos_DB_%D8%A8%D8%A7%D8%B1%DA%AF%DB%8C%D8%B1%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\" >\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0631\u062f\u0627\u0631 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Java SDK \u0628\u0631\u0627\u06cc Azure Cosmos DB \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%a7-%d8%ac%d8%b3%d8%aa%d8%ac%d9%88%db%8c-%d8%a8%d8%b1%d8%af%d8%a7%d8%b1-%d8%af%d8%b1-azure-cosmos-db-%d8%b4%d8%b1%d9%88%d8%b9-%da%a9%d9%86%db%8c%d8%af\/#%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%A8%D8%B1%D8%AF%D8%A7%D8%B1_%D8%B1%D8%A7_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_Dotnet_SDK_%D8%A8%D8%B1%D8%A7%DB%8C_Azure_Cosmos_DB_%D8%A8%D8%A7%D8%B1%DA%AF%DB%8C%D8%B1%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\" >\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0631\u062f\u0627\u0631 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Dotnet SDK \u0628\u0631\u0627\u06cc Azure Cosmos DB \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u06a9\u0646\u06cc\u062f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%a7-%d8%ac%d8%b3%d8%aa%d8%ac%d9%88%db%8c-%d8%a8%d8%b1%d8%af%d8%a7%d8%b1-%d8%af%d8%b1-azure-cosmos-db-%d8%b4%d8%b1%d9%88%d8%b9-%da%a9%d9%86%db%8c%d8%af\/#%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7_%D8%B1%D8%A7_%D8%AF%D8%B1_Azure_Cosmos_DB_%D8%AA%D8%A3%DB%8C%DB%8C%D8%AF_%DA%A9%D9%86%DB%8C%D8%AF\" >\u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062f\u0631 Azure Cosmos DB \u062a\u0623\u06cc\u06cc\u062f \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%a7-%d8%ac%d8%b3%d8%aa%d8%ac%d9%88%db%8c-%d8%a8%d8%b1%d8%af%d8%a7%d8%b1-%d8%af%d8%b1-azure-cosmos-db-%d8%b4%d8%b1%d9%88%d8%b9-%da%a9%d9%86%db%8c%d8%af\/#%D8%A8%D8%B1%D8%AF%D8%A7%D8%B1%D8%AC%D8%B3%D8%AA%D8%AC%D9%88%DB%8C_%D8%B4%D8%A8%D8%A7%D9%87%D8%AA\" >\u0628\u0631\u062f\u0627\u0631\/\u062c\u0633\u062a\u062c\u0648\u06cc \u0634\u0628\u0627\u0647\u062a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/nabfollower.com\/blog\/%d8%a8%d8%a7-%d8%ac%d8%b3%d8%aa%d8%ac%d9%88%db%8c-%d8%a8%d8%b1%d8%af%d8%a7%d8%b1-%d8%af%d8%b1-azure-cosmos-db-%d8%b4%d8%b1%d9%88%d8%b9-%da%a9%d9%86%db%8c%d8%af\/#%DB%8C%D8%A7%D8%AF%D8%AF%D8%A7%D8%B4%D8%AA_%D9%87%D8%A7%DB%8C_%D8%A8%D8%B3%D8%AA%D9%87_%D8%B4%D8%AF%D9%86\" >\u06cc\u0627\u062f\u062f\u0627\u0634\u062a \u0647\u0627\u06cc \u0628\u0633\u062a\u0647 \u0634\u062f\u0646<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%DB%8C%D8%B4_%D9%86%DB%8C%D8%A7%D8%B2%D9%87%D8%A7%DB%8C\"><\/span>\n<p>  \u067e\u06cc\u0634 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0634\u0645\u0627 \u0646\u06cc\u0627\u0632 \u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u0627\u0634\u062a:<\/p>\n<blockquote>\n<p>\u0645\u0646 \u0641\u0631\u0636 \u0645\u06cc \u06a9\u0646\u0645 \u06a9\u0647 \u0634\u0645\u0627 \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0644\u0627\u0632\u0645 \u0631\u0627 \u0627\u0632 \u0642\u0628\u0644 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f. \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 \u062c\u0627\u0648\u0627 \u060c \u0628\u0627\u06cc\u062f Maven \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f (\u0628\u0647 \u0627\u062d\u062a\u0645\u0627\u0644 \u0632\u06cc\u0627\u062f \u0634\u0645\u0627 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u060c \u0627\u0645\u0627 \u0645\u0646 \u0645\u06cc \u062e\u0648\u0627\u0633\u062a\u0645 \u0622\u0646 \u0631\u0627 \u0635\u062f\u0627 \u06a9\u0646\u0645).<\/p>\n<\/blockquote>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%DB%8C%DA%A9%D8%B1%D8%A8%D9%86%D8%AF%DB%8C_%D9%BE%D8%A7%DB%8C%DA%AF%D8%A7%D9%87_%D8%AF%D8%A7%D8%AF%D9%87_%D8%A8%D8%B1%D8%AF%D8%A7%D8%B1_%DB%8C%DA%A9%D9%BE%D8%A7%D8%B1%DA%86%D9%87_%D8%AF%D8%B1_Azure_Cosmos_DB_%D8%A8%D8%B1%D8%A7%DB%8C_NOSQL\"><\/span>\n<p>  \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0628\u0631\u062f\u0627\u0631 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u062f\u0631 Azure Cosmos DB \u0628\u0631\u0627\u06cc NOSQL<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0642\u0628\u0644 \u0627\u0632 \u0634\u0631\u0648\u0639 \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u060c \u062d\u062a\u0645\u0627\u064b \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0628\u0631\u062f\u0627\u0631 \u0631\u0627 \u062f\u0631 Azure Cosmos DB \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%88%DB%8C%DA%98%DA%AF%DB%8C_%D8%B1%D8%A7_%D9%81%D8%B9%D8%A7%D9%84_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u0648\u06cc\u0698\u06af\u06cc \u0631\u0627 \u0641\u0639\u0627\u0644 \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u06cc\u0646 \u06cc\u06a9 \u0639\u0645\u0644 \u06cc\u06a9 \u0628\u0627\u0631 \u0627\u0633\u062a &#8211; \u0634\u0645\u0627 \u0628\u0627\u06cc\u062f \u0635\u0631\u06cc\u062d\u0627\u064b \u0648\u06cc\u0698\u06af\u06cc \u0646\u0645\u0627\u06cc\u0647 \u0633\u0627\u0632\u06cc \u0648 \u062c\u0633\u062a\u062c\u0648 \u0628\u0631\u062f\u0627\u0631 \u0631\u0627 \u0641\u0639\u0627\u0644 \u06a9\u0646\u06cc\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fgtyzj1unexs8chb3m3x4.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"378\" title=\"\"><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%AF%DB%8C%D8%AA%D8%A7%D8%A8%DB%8C%D8%B3_%D9%88_%D8%B8%D8%B1%D9%81_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633 \u0648 \u0638\u0631\u0641 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u067e\u0633 \u0627\u0632 \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u060c \u067e\u06cc\u0634 \u0628\u0631\u0648\u06cc\u062f \u0648 \u06cc\u06a9 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0648 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f. \u0645\u0646 \u06cc\u06a9 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0628\u0647 \u0646\u0627\u0645 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0645 <code>movies_db<\/code> \u0648 \u06cc\u06a9 \u0638\u0631\u0641 \u0628\u0647 \u0646\u0627\u0645 <code>movies<\/code> \u0628\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0644\u06cc\u062f \u067e\u0627\u0631\u062a\u06cc\u0634\u0646 \u0631\u0648\u06cc <code>\/id<\/code>\u0628\u0634\u0631<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%B3%DB%8C%D8%A7%D8%B3%D8%AA_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u0633\u06cc\u0627\u0633\u062a \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0634\u0645\u0627 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06cc\u06a9 \u062e\u0637 \u0645\u0634\u06cc \u062a\u0639\u0628\u06cc\u0647 \u06a9\u0646\u0646\u062f\u0647 \u0628\u0631\u062f\u0627\u0631 \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u06cc\u06a9 \u062e\u0637 \u0645\u0634\u06cc \u0646\u0645\u0627\u06cc\u0647 \u0633\u0627\u0632\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0627\u0646\u062a\u06cc\u0646\u0631 \u062f\u0627\u0631\u06cc\u062f. \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 \u060c \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062f\u0633\u062a\u06cc \u0627\u0632 \u0637\u0631\u06cc\u0642 \u067e\u0648\u0631\u062a\u0627\u0644 \u0644\u0627\u062c\u0648\u0631\u062f (\u0627\u0646\u062c\u0627\u0645 \u0622\u0646 \u0646\u06cc\u0632 \u0628\u0647 \u0635\u0648\u0631\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f) \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0628\u062e\u0634\u06cc \u0627\u0632 \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u06cc\u062c\u0627\u062f \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f. \u062d\u062f\u0627\u0642\u0644 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0645\u0648\u0646\u0647 \u0627\u0632 \u0647\u0645\u0627\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062e\u0637 \u0645\u0634\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fiuf69i6bkmvdvn63z92g.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"1040\" title=\"\"><\/p>\n<blockquote>\n<p><strong>\u0627\u0646\u062a\u062e\u0627\u0628 \u0646\u0648\u0639 \u0641\u0647\u0631\u0633\u062a<\/strong>: \u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0645\u0646 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0647 \u0627\u0645 <code>diskANN<\/code> \u0646\u0648\u0639 \u0641\u0647\u0631\u0633\u062a \u06a9\u062f\u0627\u0645 \u06cc\u06a9 \u0648 \u0627\u0628\u0639\u0627\u062f\u06cc \u0627\u0632 <code>1536<\/code> \u0628\u0631\u0627\u06cc \u062a\u0639\u0628\u06cc\u0647 \u0628\u0631\u062f\u0627\u0631. \u0645\u062f\u0644 \u062a\u0639\u0628\u06cc\u0647 \u0634\u062f\u0647 \u0645\u0646 \u0645\u062f\u0644 Text-Embedding-ADA-002 \u0628\u0648\u062f \u0648 \u0627\u0632 \u0627\u0646\u062f\u0627\u0632\u0647 \u0627\u0628\u0639\u0627\u062f 1536 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f. \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u0645 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0645\u0648\u0646\u0647 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0628\u0686\u0633\u0628\u06cc\u062f. \u0627\u0645\u0627 \u0628\u062f\u0627\u0646\u06cc\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0646\u0648\u0639 \u0634\u0627\u062e\u0635 \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f \u0627\u0645\u0627 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0628\u0642\u062a \u0628\u0627 \u0628\u0639\u062f \u062c\u062f\u06cc\u062f \u0646\u0648\u0639 \u0634\u0627\u062e\u0635 \u0645\u0634\u062e\u0635 \u0634\u062f\u0647 \u060c \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062a\u063a\u06cc\u06cc\u0631 \u0645\u062f\u0644 \u062a\u0639\u0628\u06cc\u0647 \u062f\u0627\u0631\u06cc\u062f.<\/p>\n<\/blockquote>\n<p>\u062e\u0648\u0628 \u060c \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u06cc\u062f \u062d\u0631\u06a9\u062a \u06a9\u0646\u06cc\u0645.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A8%D8%A7%D8%B1%DA%AF%DB%8C%D8%B1%DB%8C_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7_%D8%AF%D8%B1_Azure_Cosmos_db\"><\/span>\n<p>  \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 Azure Cosmos db<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0633\u0627\u062f\u0647 \u0646\u06af\u0647 \u062f\u0627\u0634\u062a\u0646 \u0686\u06cc\u0632\u0647\u0627 \u060c \u0645\u0646 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u06a9\u0648\u0686\u06a9 \u0627\u0632 \u0641\u06cc\u0644\u0645 \u0647\u0627 \u062f\u0631 \u0642\u0627\u0644\u0628 JSON (\u062f\u0631 \u067e\u0631\u0648\u0646\u062f\u0647 Movies.Json) \u062f\u0627\u0631\u0645. \u0627\u06cc\u0646 \u0631\u0648\u0646\u062f \u0633\u0627\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<ul>\n<li>\u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0641\u06cc\u0644\u0645 \u0631\u0627 \u0627\u0632 <code>json<\/code> \u067e\u0631\u0648\u0646\u062f\u0647<\/li>\n<li>\u062a\u0639\u0628\u06cc\u0647 \u0628\u0631\u062f\u0627\u0631 (\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0641\u06cc\u0644\u0645) \u0648<\/li>\n<li>\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0645\u0644 (\u0639\u0646\u0648\u0627\u0646 \u060c \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0648 \u062a\u0639\u0628\u06cc\u0647 \u0647\u0627) \u0631\u0627 \u062f\u0631 \u0638\u0631\u0641 Azure Cosmos DB \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f.<\/li>\n<\/ul>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0648\u0639\u062f\u0647 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u060c \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\u06cc \u062e\u0627\u0635 \u0632\u0628\u0627\u0646 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f &#8211; \u0628\u0647 \u0631\u0648\u0634\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0645\u0631\u062a\u0628\u0637 \u0627\u0633\u062a \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0646\u06cc\u062f. \u0635\u0631\u0641 \u0646\u0638\u0631 \u0627\u0632 \u0632\u0628\u0627\u0646 \u060c \u0634\u0645\u0627 \u0628\u0627\u06cc\u062f \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0645\u062d\u06cc\u0637 \u0632\u06cc\u0631 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code><span class=\"nb\">export <\/span><span class=\"nv\">COSMOS_DB_CONNECTION_STRING<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"\"<\/span>\n<span class=\"nb\">export <\/span><span class=\"nv\">DATABASE_NAME<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"\"<\/span>\n<span class=\"nb\">export <\/span><span class=\"nv\">CONTAINER_NAME<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"\"<\/span>\n\n<span class=\"nb\">export <\/span><span class=\"nv\">AZURE_OPENAI_ENDPOINT<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"\"<\/span>\n<span class=\"nb\">export <\/span><span class=\"nv\">AZURE_OPENAI_KEY<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"\"<\/span>\n<span class=\"nb\">export <\/span><span class=\"nv\">AZURE_OPENAI_VERSION<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"2024-10-21\"<\/span>\n<span class=\"nb\">export <\/span><span class=\"nv\">EMBEDDINGS_MODEL<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"text-embedding-ada-002\"<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0642\u0628\u0644 \u0627\u0632 \u062d\u0631\u06a9\u062a \u060c \u0641\u0631\u0627\u0645\u0648\u0634 \u0646\u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u0645\u062e\u0632\u0646 \u0631\u0627 \u06a9\u0644\u0648\u0646 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>git clone https:\/\/github.com\/abhirockzz\/cosmosdb-vector-search-python-typescript-java-dotnet\n<span class=\"nb\">cd <\/span>cosmosdb-vector-search-python-typescript-java-dotnet\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h3><span class=\"ez-toc-section\" id=\"%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%A8%D8%B1%D8%AF%D8%A7%D8%B1_%D8%B1%D8%A7_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_Python_SDK_%D8%A8%D8%B1%D8%A7%DB%8C_Azure_Cosmos_DB_%D8%A8%D8%A7%D8%B1%DA%AF%DB%8C%D8%B1%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0631\u062f\u0627\u0631 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Python SDK \u0628\u0631\u0627\u06cc Azure Cosmos DB \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0645\u062d\u06cc\u0637 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0631\u062f\u0647 \u0648 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code><span class=\"nb\">cd <\/span>python\npython3 <span class=\"nt\">-m<\/span> venv .venv\n<span class=\"nb\">source<\/span> .venv\/bin\/activate\npip <span class=\"nb\">install<\/span> <span class=\"nt\">-r<\/span> requirements.txt\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0628\u0631\u0627\u06cc \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>python load.py\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h3><span class=\"ez-toc-section\" id=\"%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%A8%D8%B1%D8%AF%D8%A7%D8%B1_%D8%B1%D8%A7_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_SDK_TypeScript_%D8%A8%D8%B1%D8%A7%DB%8C_Azure_Cosmos_DB_%D8%A8%D8%A7%D8%B1%DA%AF%DB%8C%D8%B1%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0631\u062f\u0627\u0631 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 SDK TypeScript \u0628\u0631\u0627\u06cc Azure Cosmos DB \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code><span class=\"nb\">cd <\/span>typescript\nnpm <span class=\"nb\">install<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0627 \u0628\u0633\u0627\u0632\u06cc\u062f \u0648 \u0633\u067e\u0633 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>npm run build\nnpm run load\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h3><span class=\"ez-toc-section\" id=\"%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%A8%D8%B1%D8%AF%D8%A7%D8%B1_%D8%B1%D8%A7_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_Java_SDK_%D8%A8%D8%B1%D8%A7%DB%8C_Azure_Cosmos_DB_%D8%A8%D8%A7%D8%B1%DA%AF%DB%8C%D8%B1%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0631\u062f\u0627\u0631 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Java SDK \u0628\u0631\u0627\u06cc Azure Cosmos DB \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0647\u0627 \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f \u060c \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0627 \u0628\u0633\u0627\u0632\u06cc\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code><span class=\"nb\">cd <\/span>java\nmvn clean <span class=\"nb\">install<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>java <span class=\"nt\">-jar<\/span> target\/cosmosdb-java-vector-search-1.0-SNAPSHOT.jar load\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h3><span class=\"ez-toc-section\" id=\"%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%A8%D8%B1%D8%AF%D8%A7%D8%B1_%D8%B1%D8%A7_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_Dotnet_SDK_%D8%A8%D8%B1%D8%A7%DB%8C_Azure_Cosmos_DB_%D8%A8%D8%A7%D8%B1%DA%AF%DB%8C%D8%B1%DB%8C_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0631\u062f\u0627\u0631 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Dotnet SDK \u0628\u0631\u0627\u06cc Azure Cosmos DB \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0647\u0627 \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f \u0648 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code><span class=\"nb\">cd <\/span>dotnet\n\ndotnet restore\ndotnet run load\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0635\u0631\u0641 \u0646\u0638\u0631 \u0627\u0632 \u0632\u0628\u0627\u0646 \u060c \u0628\u0627\u06cc\u062f \u062e\u0631\u0648\u062c\u06cc \u0645\u0634\u0627\u0628\u0647 \u0627\u06cc\u0646 \u0631\u0627 \u0628\u0628\u06cc\u0646\u06cc\u062f (\u0628\u0627 \u062a\u0641\u0627\u0648\u062a \u0647\u0627\u06cc \u062c\u0632\u0626\u06cc):<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>database and container ready....\nGenerated description embedding for movie: The Matrix\nAdded data to Cosmos DB for movie: The Matrix\n....\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7_%D8%B1%D8%A7_%D8%AF%D8%B1_Azure_Cosmos_DB_%D8%AA%D8%A3%DB%8C%DB%8C%D8%AF_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062f\u0631 Azure Cosmos DB \u062a\u0623\u06cc\u06cc\u062f \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062f\u0631 \u067e\u0648\u0631\u062a\u0627\u0644 \u0644\u0627\u062c\u0648\u0631\u062f \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u067e\u0633\u0648\u0646\u062f \u06a9\u062f \u0648\u06cc\u0698\u0648\u0627\u0644 \u0627\u0633\u062a\u0648\u062f\u06cc\u0648 \u0646\u06cc\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u060c \u0627\u06cc\u0646 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0641\u06cc\u062f \u0627\u0633\u062a!<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F7te887hmx0vtqcvzn1a2.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"345\" title=\"\"><\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0647 \u0642\u0633\u0645\u062a \u062c\u0633\u062a\u062c\u0648 \u0628\u0631\u0648\u06cc\u0645!<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A8%D8%B1%D8%AF%D8%A7%D8%B1%D8%AC%D8%B3%D8%AA%D8%AC%D9%88%DB%8C_%D8%B4%D8%A8%D8%A7%D9%87%D8%AA\"><\/span>\n<p>  \u0628\u0631\u062f\u0627\u0631\/\u062c\u0633\u062a\u062c\u0648\u06cc \u0634\u0628\u0627\u0647\u062a<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0624\u0644\u0641\u0647 \u062c\u0633\u062a\u062c\u0648 \u0645\u062c\u0645\u0648\u0639\u0647 Azure Cosmos DB \u0631\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0646 \u0641\u06cc\u0644\u0645 \u0647\u0627\u06cc \u0645\u0634\u0627\u0628\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u062c\u0633\u062a\u062c\u0648\u06cc \u0645\u0639\u06cc\u0646 &#8211; \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062c\u0633\u062a\u062c\u0648 \u06a9\u0646\u06cc\u062f <code>comedy<\/code> \u0641\u06cc\u0644\u0645 \u0647\u0627 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0639\u0645\u0644\u06a9\u0631\u062f VectordIstance \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f \u062a\u0627 \u0646\u0645\u0631\u0647 \u0634\u0628\u0627\u0647\u062a \u0628\u06cc\u0646 \u062f\u0648 \u0628\u0631\u062f\u0627\u0631 \u0628\u062f\u0633\u062a \u0622\u06cc\u062f.<\/p>\n<p>\u0628\u0627\u0632 \u0647\u0645 \u060c \u0631\u0648\u0646\u062f \u0628\u0633\u06cc\u0627\u0631 \u0633\u0627\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<ul>\n<li>\u06cc\u06a9 \u0648\u06a9\u062a\u0648\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u062c\u0633\u062a\u062c\u0648 \u062a\u0639\u0628\u06cc\u0647 \u06a9\u0646\u06cc\u062f \u0648<\/li>\n<li>\u0627\u0632 <code>VectorDistance<\/code> \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647 \u0622\u0646.<\/li>\n<\/ul>\n<p>\u0627\u06cc\u0646 \u0647\u0645\u0627\u0646 \u0686\u06cc\u0632\u06cc \u0627\u0633\u062a \u06a9\u0647 \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u062f:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight sql\"><code><span class=\"k\">SELECT<\/span> <span class=\"n\">TOP<\/span> <span class=\"o\">@<\/span><span class=\"n\">num_results<\/span> <span class=\"k\">c<\/span><span class=\"p\">.<\/span><span class=\"n\">id<\/span><span class=\"p\">,<\/span> <span class=\"k\">c<\/span><span class=\"p\">.<\/span><span class=\"n\">description<\/span><span class=\"p\">,<\/span> <span class=\"n\">VectorDistance<\/span><span class=\"p\">(<\/span><span class=\"k\">c<\/span><span class=\"p\">.<\/span><span class=\"n\">embeddings<\/span><span class=\"p\">,<\/span> <span class=\"o\">@<\/span><span class=\"n\">embedding<\/span><span class=\"p\">)<\/span> <span class=\"k\">AS<\/span> <span class=\"n\">similarityScore<\/span> <span class=\"k\">FROM<\/span> <span class=\"k\">c<\/span> <span class=\"k\">ORDER<\/span> <span class=\"k\">BY<\/span> <span class=\"n\">VectorDistance<\/span><span class=\"p\">(<\/span><span class=\"k\">c<\/span><span class=\"p\">.<\/span><span class=\"n\">embeddings<\/span><span class=\"p\">,<\/span> <span class=\"o\">@<\/span><span class=\"n\">embedding<\/span><span class=\"p\">)<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u062f\u0642\u06cc\u0642\u0627\u064b \u0645\u0627\u0646\u0646\u062f \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u060c \u062c\u0633\u062a\u062c\u0648 \u0646\u06cc\u0632 \u0632\u0628\u0627\u0646 \u062e\u0627\u0635 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0647\u0631 \u0632\u0628\u0627\u0646 \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<blockquote>\n<p>\u0645\u0646 \u0641\u0631\u0636 \u0645\u06cc \u06a9\u0646\u0645 \u06a9\u0647 \u0634\u0645\u0627 \u0642\u0628\u0644\u0627\u064b \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0645\u062d\u06cc\u0637 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f \u0648 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f.<\/p>\n<\/blockquote>\n<p>\u0628\u0627 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u062c\u0633\u062a\u062c\u0648\u06cc \u062e\u0648\u062f \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647 \u0645\u0631\u0628\u0648\u0637\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f (\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 <code>inspiring<\/code>\u0628\u0627 <code>comedy<\/code>\u060c \u0648 \u063a\u06cc\u0631\u0647) \u0648 \u062a\u0639\u062f\u0627\u062f \u0646\u062a\u0627\u06cc\u062c (<code>top N<\/code>) \u0634\u0645\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u062f.<\/p>\n<p><strong>\u067e\u06cc\u062a\u0648\u0646<\/strong><\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>python search.py <span class=\"s2\">\"inspiring\"<\/span> 3\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p><strong>\u0634\u0631\u062d<\/strong><\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>npm run search <span class=\"s2\">\"inspiring\"<\/span> 3\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p><strong>\u062c\u0627\u0648\u0627<\/strong><\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>java <span class=\"nt\">-jar<\/span> target\/cosmosdb-java-vector-search-1.0-SNAPSHOT.jar search <span class=\"s2\">\"inspiring\"<\/span> 3\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p><strong>\u062f\u0627\u062a\u0646\u062a<\/strong><\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>dotnet run search <span class=\"s2\">\"inspiring\"<\/span> 3\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0635\u0631\u0641 \u0646\u0638\u0631 \u0627\u0632 \u0632\u0628\u0627\u0646 \u060c \u0628\u0627\u06cc\u062f \u0646\u062a\u0627\u06cc\u062c \u0645\u0634\u0627\u0628\u0647 \u0627\u06cc\u0646 \u0631\u0627 \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u06cc\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c \u067e\u0631\u0633 \u0648 \u062c\u0648 \u062c\u0633\u062a\u062c\u0648\u06cc \u0645\u0646 &#8220;\u0627\u0644\u0647\u0627\u0645 \u0628\u062e\u0634&#8221; \u0628\u0648\u062f \u0648 \u0645\u0646 \u0646\u062a\u0627\u06cc\u062c \u0632\u06cc\u0631 \u0631\u0627 \u06af\u0631\u0641\u062a\u0645:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>Search results for query: inspiring\n\nSimilarity score: 0.7809536662138555\nTitle: Forrest Gump\nDescription: The story of a man with a low IQ who achieves incredible feats in his life, meeting historical figures and finding love along the way.\n=====================================\nSimilarity score: 0.771059411474658\nTitle: The Shawshank Redemption\nDescription: Two imprisoned men bond over a number of years, finding solace and eventual redemption through acts of common decency.\n=====================================\nSimilarity score: 0.768073216615931\nTitle: Avatar\nDescription: A paraplegic Marine dispatched to the moon Pandora on a unique mission becomes torn between following his orders and protecting the world he feels is his home.\n=====================================\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"%DB%8C%D8%A7%D8%AF%D8%AF%D8%A7%D8%B4%D8%AA_%D9%87%D8%A7%DB%8C_%D8%A8%D8%B3%D8%AA%D9%87_%D8%B4%D8%AF%D9%86\"><\/span>\n<p>  \u06cc\u0627\u062f\u062f\u0627\u0634\u062a \u0647\u0627\u06cc \u0628\u0633\u062a\u0647 \u0634\u062f\u0646<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u0645 \u06a9\u0647 \u0627\u06cc\u0646 \u0631\u0627 \u0645\u0641\u06cc\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f! \u0642\u0628\u0644 \u0627\u0632 \u0628\u0633\u062a\u0647 \u0634\u062f\u0646 \u060c \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0686\u0646\u062f \u0646\u06a9\u062a\u0647 \u0631\u0627 \u0628\u0627\u06cc\u062f \u062f\u0631 \u062e\u0627\u0637\u0631 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f:<\/p>\n<ul>\n<li>\u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641 \u0634\u0627\u062e\u0635 \u0628\u0631\u062f\u0627\u0631 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u0627 \u0622\u0646\u0647\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f (<code>flat<\/code>\u0628\u0627 <code>quantizedFlat<\/code>)<\/li>\n<li>\u0645\u062a\u0631\u06cc\u06a9 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0647 \u0641\u0627\u0635\u0644\u0647\/\u0634\u0628\u0627\u0647\u062a \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f (\u0645\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0645 <code>cosine<\/code>\u060c \u0627\u0645\u0627 \u0634\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f <code>euclidean<\/code>\u060c \u06cc\u0627 <code>dot product<\/code>.)<\/li>\n<li>\u0627\u0632 \u06a9\u062f\u0627\u0645 \u0645\u062f\u0644 \u062a\u0639\u0628\u06cc\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u0646\u06cc\u0632 \u06cc\u06a9 \u0646\u06a9\u062a\u0647 \u0645\u0647\u0645 \u0627\u0633\u062a &#8211; \u0645\u0646 \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0645 <code>text-embedding-ada-002<\/code> \u0627\u0645\u0627 \u06af\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631\u06cc \u0645\u0627\u0646\u0646\u062f <code>text-embedding-3-large<\/code>\u0628\u0627 <code>text-embedding-3-small<\/code>\u0628\u0634\u0631<\/li>\n<li>\u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 Azure Cosmos DB \u0628\u0631\u0627\u06cc MongoDB Vcore \u0628\u0631\u0627\u06cc \u062c\u0633\u062a\u062c\u0648\u06cc \u0628\u0631\u062f\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/li>\n<\/ul><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0627\u06cc\u0646 \u0631\u0627\u0647\u0646\u0645\u0627 \u0628\u0631\u0627\u06cc \u0627\u0641\u0631\u0627\u062f\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0631\u0627\u0647\u06cc \u0628\u0631\u0627\u06cc \u0633\u0631\u06cc\u0639 \u0648 \u0622\u0633\u0627\u0646 \u0648\u06cc\u0698\u06af\u06cc \u062c\u0633\u062a\u062c\u0648\u06cc \u0628\u0631\u062f\u0627\u0631 \u062f\u0631 Azure Cosmos DB \u0628\u0631\u0627\u06cc NOSQL \u0647\u0633\u062a\u0646\u062f. \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u0632 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0633\u0627\u062f\u0647 \u0641\u06cc\u0644\u0645 \u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0646 \u0641\u06cc\u0644\u0645 \u0647\u0627\u06cc \u0645\u0634\u0627\u0628\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0645\u0639\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0628\u0647 \u0686\u0647\u0627\u0631 \u0632\u0628\u0627\u0646 \u0627\u062c\u0631\u0627 \u0634\u062f\u0647 \u0627\u0633\u062a &#8211; Python \u060c TypeScript \u060c &hellip;<\/p>\n","protected":false},"author":2,"featured_media":94699,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media2.dev.to\/dynamic\/image\/width=1000,height=500,fit=cover,gravity=auto,format=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fju5beshif0s8qft1drq2.png","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-94698","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/94698","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=94698"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/94698\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/94699"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=94698"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=94698"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=94698"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}