From fc4083123d372f1fcff4c2ffc03f44b3edb0d6c2 Mon Sep 17 00:00:00 2001 From: Daniel Getu Date: Thu, 10 Aug 2023 10:27:29 -0700 Subject: [PATCH] [Search] Prepare 2023 August Release (#26772) --- sdk/search/search-documents/CHANGELOG.md | 6 +- .../samples/v12-beta/javascript/setup.js | 9 +- .../v12-beta/javascript/vectorSearch.js | 25 +- .../samples/v12-beta/javascript/vectors.js | 674 ++++++++++++------ .../v12-beta/typescript/src/interfaces.ts | 3 +- .../samples/v12-beta/typescript/src/setup.ts | 9 +- .../v12-beta/typescript/src/vectorSearch.ts | 25 +- .../v12-beta/typescript/src/vectors.ts | 672 +++++++++++------ 8 files changed, 954 insertions(+), 469 deletions(-) diff --git a/sdk/search/search-documents/CHANGELOG.md b/sdk/search/search-documents/CHANGELOG.md index 9dd00a808dda..258b6ecca994 100644 --- a/sdk/search/search-documents/CHANGELOG.md +++ b/sdk/search/search-documents/CHANGELOG.md @@ -1,6 +1,6 @@ # Release History -## 12.0.0-beta.3 (Unreleased) +## 12.0.0-beta.3 (2023-08-10) ### Features Added @@ -11,10 +11,6 @@ - Change vector option `SearchOptions.vector` to array of vectors option `SearchOptions.vectors`. [#26765](https://github.com/Azure/azure-sdk-for-js/pull/26765) -### Bugs Fixed - -### Other Changes - ## 12.0.0-beta.2 (2023-07-11) ### Features Added diff --git a/sdk/search/search-documents/samples/v12-beta/javascript/setup.js b/sdk/search/search-documents/samples/v12-beta/javascript/setup.js index 4d1532fa9fd2..7c6db24c67cf 100644 --- a/sdk/search/search-documents/samples/v12-beta/javascript/setup.js +++ b/sdk/search/search-documents/samples/v12-beta/javascript/setup.js @@ -49,7 +49,14 @@ async function createIndex(client, name) { }, { type: "Collection(Edm.Single)", - name: "descriptionVector", + name: "descriptionVectorEn", + searchable: true, + vectorSearchDimensions: 1536, + vectorSearchConfiguration: "vector-search-configuration", + }, + { + type: "Collection(Edm.Single)", + name: "descriptionVectorFr", searchable: true, vectorSearchDimensions: 1536, vectorSearchConfiguration: "vector-search-configuration", diff --git a/sdk/search/search-documents/samples/v12-beta/javascript/vectorSearch.js b/sdk/search/search-documents/samples/v12-beta/javascript/vectorSearch.js index fef3d672027c..1df9225187eb 100644 --- a/sdk/search/search-documents/samples/v12-beta/javascript/vectorSearch.js +++ b/sdk/search/search-documents/samples/v12-beta/javascript/vectorSearch.js @@ -14,7 +14,7 @@ const { const { createIndex, WAIT_TIME, delay } = require("./setup"); const dotenv = require("dotenv"); -const { fancyStayVector, luxuryQueryVector } = require("./vectors"); +const { fancyStayEnVector, fancyStayFrVector, luxuryQueryVector } = require("./vectors"); dotenv.config(); /** @@ -61,7 +61,9 @@ async function main() { longitude: -122.131577, latitude: 47.678581, }), - descriptionVector: fancyStayVector, + // Embeddings of the description text above + descriptionVectorEn: fancyStayEnVector, + descriptionVectorFr: fancyStayFrVector, }, ]); @@ -74,11 +76,20 @@ async function main() { await delay(WAIT_TIME); const searchResults = await searchClient.search("*", { - vector: { - fields: ["descriptionVector"], - kNearestNeighborsCount: 3, - value: luxuryQueryVector, - }, + vectors: [ + { + fields: ["descriptionVectorEn"], + kNearestNeighborsCount: 3, + // An embedding of the query "What are the most luxurious hotels?" + value: luxuryQueryVector, + }, + // Multi-vector search is supported + { + fields: ["descriptionVectorFr"], + kNearestNeighborsCount: 3, + value: luxuryQueryVector, + }, + ], }); for await (const result of searchResults.results) { diff --git a/sdk/search/search-documents/samples/v12-beta/javascript/vectors.js b/sdk/search/search-documents/samples/v12-beta/javascript/vectors.js index bb7d1309143d..02c4c55bd8d8 100644 --- a/sdk/search/search-documents/samples/v12-beta/javascript/vectors.js +++ b/sdk/search/search-documents/samples/v12-beta/javascript/vectors.js @@ -1,7 +1,8 @@ // Copyright (c) Microsoft Corporation. // Licensed under the MIT license. -const fancyStayVector = [ +// An embedding of Fancy Stay's English description +const fancyStayEnVector = [ -0.0038569495, 0.028041067, -0.014854468, -0.02942227, -0.003537709, 0.020001411, -0.03426952, -0.028588336, 0.00583103, -0.018711418, 0.0107955495, 0.00833935, -0.007153599, -0.00831329, -0.010977973, -0.0015913175, 0.025122294, -0.012697964, 0.0073360223, -0.001425182, -0.015805675, @@ -225,229 +226,454 @@ const fancyStayVector = [ 0.0019398762, -0.008072231, -0.011049639, -0.01000722, ]; +// An embedding of Fancy Stay's French description +const fancyStayFrVector = [ + -0.00037487576, 0.017427824, -0.014126519, -0.035444252, -0.004996744, 0.04161181, -0.012527049, + -0.02661518, 0.006058792, -0.020613968, 0.009347302, 0.015917925, -0.015201362, -0.018732991, + -0.008310846, -0.0052878475, 0.04332644, -0.014177701, 0.013845012, -0.0064586597, -0.007485519, + 0.009027408, -0.00060939806, -0.022366988, -0.027050236, -0.008528374, -0.002160884, + -0.0064682565, -0.013256406, -0.0025943401, 0.026231308, 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-0.017325459, -0.03774749, + 0.026691955, 0.006756161, -0.02410721, -0.0018265947, 0.0052430625, +]; + +// An embedding of the query "What are the most luxurious hotels?" const luxuryQueryVector = [ - -0.002498318, 0.009043092, 0.0032502708, -0.013105931, -0.0033043327, 0.021624785, -0.03187362, - 0.01597613, -0.0067298952, 0.010307814, 0.005085101, 0.008217419, -0.014822807, -0.004711582, - -0.011054852, -0.011664278, 0.032345437, 0.0044986107, 0.0039973087, -0.012647223, -0.019305035, - 0.0133156255, -0.0060123457, -0.00092151074, 0.0055896793, -0.012096774, 0.007123073, - -0.007555569, -0.016041659, 0.0065529654, 0.01754884, -0.003197847, -0.03187362, 0.006421906, - -0.0109565575, 0.0015661587, -0.0006593921, -0.0043216804, 0.0012729135, -0.006841296, - 0.031742565, 0.0026736099, -0.006972355, 0.0047017527, -0.031244539, 0.012987977, 0.0036991488, - -0.0012516164, -0.055831265, -0.010583038, 0.009134834, 0.02521581, -0.010950005, -0.028125327, - -0.026316708, -0.013236989, 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-0.005242569, + 0.013222408, 0.007191134, -0.012672302, -0.016940588, 0.012374053, -0.010438743, 0.019034965, + -0.022362107, -0.0056833155, 0.017484067, -0.011704648, 0.024204629, -0.01845172, -0.030805891, + 0.018690322, -0.018836131, -0.0043445053, 0.0042285193, -0.010392348, ]; -module.exports = { fancyStayVector, luxuryQueryVector }; +module.exports = { fancyStayEnVector, fancyStayFrVector, luxuryQueryVector }; diff --git a/sdk/search/search-documents/samples/v12-beta/typescript/src/interfaces.ts b/sdk/search/search-documents/samples/v12-beta/typescript/src/interfaces.ts index 57fe6f7c0cf0..fc116d4805ed 100644 --- a/sdk/search/search-documents/samples/v12-beta/typescript/src/interfaces.ts +++ b/sdk/search/search-documents/samples/v12-beta/typescript/src/interfaces.ts @@ -11,7 +11,8 @@ export interface Hotel { hotelId?: string; hotelName?: string | null; description?: string | null; - descriptionVector?: number[] | null; + descriptionVectorEn?: number[] | null; + descriptionVectorFr?: number[] | null; descriptionFr?: string | null; category?: string | null; tags?: string[] | null; diff --git a/sdk/search/search-documents/samples/v12-beta/typescript/src/setup.ts b/sdk/search/search-documents/samples/v12-beta/typescript/src/setup.ts index 3959b180dfdf..da0698ec05b1 100644 --- a/sdk/search/search-documents/samples/v12-beta/typescript/src/setup.ts +++ b/sdk/search/search-documents/samples/v12-beta/typescript/src/setup.ts @@ -50,7 +50,14 @@ export async function createIndex(client: SearchIndexClient, name: string): Prom }, { type: "Collection(Edm.Single)", - name: "descriptionVector", + name: "descriptionVectorEn", + searchable: true, + vectorSearchDimensions: 1536, + vectorSearchConfiguration: "vector-search-configuration", + }, + { + type: "Collection(Edm.Single)", + name: "descriptionVectorFr", searchable: true, vectorSearchDimensions: 1536, vectorSearchConfiguration: "vector-search-configuration", diff --git a/sdk/search/search-documents/samples/v12-beta/typescript/src/vectorSearch.ts b/sdk/search/search-documents/samples/v12-beta/typescript/src/vectorSearch.ts index 65aba5ec20d4..cf362c4549ec 100644 --- a/sdk/search/search-documents/samples/v12-beta/typescript/src/vectorSearch.ts +++ b/sdk/search/search-documents/samples/v12-beta/typescript/src/vectorSearch.ts @@ -15,7 +15,7 @@ import { createIndex, WAIT_TIME, delay } from "./setup"; import { Hotel } from "./interfaces"; import * as dotenv from "dotenv"; -import { fancyStayVector, luxuryQueryVector } from "./vectors"; +import { fancyStayEnVector, fancyStayFrVector, luxuryQueryVector } from "./vectors"; dotenv.config(); /** @@ -66,7 +66,9 @@ async function main() { longitude: -122.131577, latitude: 47.678581, }), - descriptionVector: fancyStayVector, + // Embeddings of the description text above + descriptionVectorEn: fancyStayEnVector, + descriptionVectorFr: fancyStayFrVector, }, ]); @@ -79,11 +81,20 @@ async function main() { await delay(WAIT_TIME); const searchResults = await searchClient.search("*", { - vector: { - fields: ["descriptionVector"], - kNearestNeighborsCount: 3, - value: luxuryQueryVector, - }, + vectors: [ + { + fields: ["descriptionVectorEn"], + kNearestNeighborsCount: 3, + // An embedding of the query "What are the most luxurious hotels?" + value: luxuryQueryVector, + }, + // Multi-vector search is supported + { + fields: ["descriptionVectorFr"], + kNearestNeighborsCount: 3, + value: luxuryQueryVector, + }, + ], }); for await (const result of searchResults.results) { diff --git a/sdk/search/search-documents/samples/v12-beta/typescript/src/vectors.ts b/sdk/search/search-documents/samples/v12-beta/typescript/src/vectors.ts index 4ce8cc528777..0633c3a822d4 100644 --- a/sdk/search/search-documents/samples/v12-beta/typescript/src/vectors.ts +++ b/sdk/search/search-documents/samples/v12-beta/typescript/src/vectors.ts @@ -1,7 +1,8 @@ // Copyright (c) Microsoft Corporation. // Licensed under the MIT license. -export const fancyStayVector = [ +// An embedding of Fancy Stay's English description +export const fancyStayEnVector = [ -0.0038569495, 0.028041067, -0.014854468, -0.02942227, -0.003537709, 0.020001411, -0.03426952, -0.028588336, 0.00583103, -0.018711418, 0.0107955495, 0.00833935, -0.007153599, -0.00831329, -0.010977973, -0.0015913175, 0.025122294, -0.012697964, 0.0073360223, -0.001425182, -0.015805675, @@ -225,227 +226,452 @@ export const fancyStayVector = [ 0.0019398762, -0.008072231, -0.011049639, -0.01000722, ]; +// An embedding of Fancy Stay's French description +export const fancyStayFrVector = [ + -0.00037487576, 0.017427824, -0.014126519, -0.035444252, -0.004996744, 0.04161181, -0.012527049, + -0.02661518, 0.006058792, -0.020613968, 0.009347302, 0.015917925, -0.015201362, -0.018732991, + -0.008310846, -0.0052878475, 0.04332644, -0.014177701, 0.013845012, -0.0064586597, -0.007485519, + 0.009027408, -0.00060939806, -0.022366988, -0.027050236, -0.008528374, -0.002160884, + -0.0064682565, -0.013256406, -0.0025943401, 0.026231308, -0.02610335, -0.018694604, -0.015969107, + -0.0133203855, 0.0045968764, -0.0061323675, 0.006749763, 0.0035796138, 0.0014763108, 0.021023434, + -0.008144501, 0.020230096, -0.0047152373, 0.00030649843, 0.011049138, -0.01617384, -0.0070632594, + -0.045962367, 0.0037651523, 0.021752791, 0.0004266586, -0.0045009083, -0.013358773, -0.02275086, + -0.009494454, -0.024465492, 0.010243005, 0.0058604577, -0.043172892, 0.021727199, -0.035572212, + -0.05151573, -0.0033844784, -0.009200151, 0.02779239, -0.015521256, 0.011503388, 0.007076055, + 0.010857202, 0.029865302, -0.006017206, -0.0055629564, -0.03587931, 0.02679432, -0.0092449365, + -0.0049839485, 0.02048601, 0.009929509, 0.011650539, -0.01433125, -0.010089456, -0.010575695, + 0.024938935, 0.009379292, 0.03250123, 0.0047632214, 0.029916486, -0.016058678, -0.012079197, + 0.008873859, 0.006189949, 0.00018763782, 0.008406814, -0.008406814, -0.016608896, 0.020383645, + 0.015828354, -0.0092449365, 0.020588377, -0.022866022, 0.01843869, -0.034036722, -0.017811697, + -0.04565527, -0.005831667, -0.004299375, -0.03232209, 0.038080182, 0.013243611, -0.0041330303, + 0.012686996, 0.01457437, -0.035802536, -0.021074615, -0.012060003, 0.008176491, -0.014190497, + 0.0055725533, -0.0029846109, -0.0002755087, 0.04130471, -0.0047184364, -0.00537102, 0.02628249, + 0.035162747, -0.001997738, -0.02728056, 0.00033288967, 0.011490592, -0.0013459539, -0.010198221, + -0.013665871, 0.0073127765, 0.003291709, 0.009891122, 0.0031525553, 0.0033109027, -0.010972364, + -0.016775241, 0.022520537, 0.0232371, -0.009462465, 0.005569354, 0.03321779, 0.015226954, + -0.01381942, 0.00669858, 0.01255264, -0.00058580586, 0.009993488, -0.042737838, 0.02459345, + 0.017786106, 0.0005078317, 0.03879674, -0.019526329, 0.015546848, -0.013550709, -0.01128586, + -0.0070056785, 0.018233957, 0.011848873, -0.004945561, 0.025425173, 0.0072743893, 0.022917205, + 0.020268483, 0.0024615843, 0.01541889, 0.008758698, 0.015482869, -0.023710541, -0.0012283929, + 0.02830422, 0.02408162, 0.0039123036, -0.015866742, -0.006807344, 0.017875675, -0.038080182, + -0.014958243, 0.043582357, 0.040716108, -0.011759303, 0.0202173, 0.026384857, 0.021765586, + -0.0030917753, -0.0075750896, 0.029558204, 0.019679878, -0.0036947755, -0.0068969144, -0.65063876, + -0.015828354, -0.023953661, 0.0024647831, 0.0134739345, 0.01641696, 0.048623886, 0.034522958, + -0.0063690892, 0.009110581, -0.03401113, 0.0037363619, -0.009603217, 0.00065978133, -0.0045265, + -0.016225023, -0.001647454, 0.0030485897, -0.01868181, -0.0028918416, 0.020959454, 0.019321596, + -0.020255687, 0.013896195, 0.024785386, 0.006221938, -0.0029078363, 0.0034804465, -0.0316823, + 0.0041778153, -0.013013287, 0.021803973, -0.012718985, -0.033755213, 0.04967314, 0.0008757098, + -0.0017242286, 0.049238082, -0.0054094074, 0.039410938, 0.0064682565, 0.0057101077, 0.027434109, + -0.02163763, 0.023889683, -0.0039698845, 0.02748529, -0.00682014, -0.01801643, 0.0047056405, + 0.017415028, -0.0274597, -0.018809766, 0.016941585, -0.011426614, -0.0238385, 0.03992277, + -0.015047813, -0.0144847995, 0.0048016086, -0.006653795, 0.01107473, -0.017645352, -0.02365936, + 0.010774029, 0.014971038, 0.0035412265, -0.017734922, -0.010812417, -0.019411167, 0.0002387209, + 0.008502782, -0.022942796, 0.016378572, -0.0010308584, 0.015073405, 0.007760628, 0.0033940752, + -0.01804202, 0.009955101, -0.012296725, -0.0059468294, -0.014971038, -0.02181677, 0.008182888, + -0.0049903463, -0.029097557, 0.018221162, 0.024657428, 0.0039059056, 0.0096735945, 0.009449668, + 0.0066665905, -0.0086307395, -0.033422522, 0.03521393, -0.022546127, 0.013448344, 0.027229376, + -0.035367478, 0.0042257993, -0.028227445, 0.0066793864, 0.007165625, 0.003985879, -0.020818701, + -0.007485519, 0.033422522, 0.019423964, -0.012514253, 0.014523187, -0.0005902044, 0.014318455, + -0.02661518, -0.023301078, -0.022162255, -0.009967897, 0.012571834, 0.012789361, 0.0043281657, + -0.019590307, 0.0069416994, 0.028022714, -0.0042066057, 0.013000492, 0.0054477947, 0.008035737, + -0.009788756, -0.023045164, -0.008656331, 0.020166118, 0.017837288, 0.024657428, -0.014254476, + 0.010051069, -0.005217471, 0.027843572, -0.016544918, 0.019027295, -0.036672648, -0.020191709, + -0.015713193, 0.012226348, -0.009622411, -0.026538406, -0.027869165, -0.02914874, -0.008617944, + -0.04719076, -0.000003280163, -0.02561711, -0.009910315, -0.03708211, 0.026538406, 0.027664432, + -0.009372894, 0.0054605906, -0.028713685, -0.022674086, -0.0059852167, 0.021074615, -0.014894264, + -0.020677947, 0.029762937, -0.011228279, -0.011381828, 0.017939655, -0.00033948748, -0.014420821, + -0.008266061, 0.028099488, -0.013358773, -0.0069992803, 0.047293127, -0.018566648, -0.0017914063, + -0.024427105, -0.015713193, -0.02344183, 0.0050351312, -0.0071464316, -0.005898845, -0.019922998, + -0.0047696196, 0.030888963, 0.010767631, 0.011106719, 0.029251106, -0.0040786485, -0.0085091805, + 0.010383759, 0.0038099373, -0.024478288, -0.014843081, -0.01666008, 0.00820848, 0.02281484, + -0.003294908, 0.0020841092, -0.0023000378, 0.032117356, 0.011836077, 0.013883399, 0.0011020348, + 0.017747719, -0.018310731, 0.0062539275, -0.00111643, 0.04056256, -0.00030429914, 0.000044985092, + -0.018835358, -0.03774749, 0.0058220704, 0.019628694, 0.022162255, 0.015700396, -0.0023128334, + 0.017184705, 0.0066218055, 0.03756835, 0.011746507, -0.009750369, 0.008022942, -0.033422522, + -0.017120726, 0.0076454664, 0.021049025, 0.0055053756, 0.0019801438, -0.021023434, 0.015687602, + -0.017453415, 0.019718265, 0.003291709, 0.011349838, 0.02190634, -0.035162747, 0.013742645, + -0.0010404552, 0.024414308, 0.011893659, 0.004270585, -0.028355403, 0.008483589, -0.020895476, + 0.025834639, 0.0005166288, 0.0011900057, -0.0023064357, -0.019334393, -0.0013587497, + -0.0064042774, 0.019859018, -0.022840431, 0.0068713226, 0.0053614234, 0.010044672, 0.018976111, + 0.030479498, -0.01602029, 0.006916108, 0.016340185, 0.01047333, 0.009782358, -0.023032367, + 0.02930229, -0.030965738, 0.018413099, 0.0016794434, -0.009942305, -0.010972364, 0.001475511, + 0.00570371, 0.007178421, -0.018349119, -0.008969828, -0.0036979746, -0.044401284, 0.026436038, + -0.00006917708, -0.013115654, 0.012872534, 0.005818872, 0.021842362, -0.030914554, -0.027434109, + 0.030453907, -0.0040210676, 0.03825932, -0.0045616883, -0.0007577489, -0.0020361252, -0.023224303, + -0.021676017, -0.015022222, 0.026461631, -0.0035284306, 0.038156956, -0.018912133, -0.011848873, + -0.024644632, -0.014766307, -0.025373992, -0.0034868445, 0.0019929395, -0.024363127, -0.014100927, + -0.015585235, -0.017517395, 0.012098391, -0.0066601927, -0.001065247, 0.0027318946, 0.0006209942, + -0.0076710577, 0.0035508233, 0.012168767, 0.026691955, -0.016608896, -0.0021704808, -0.015636418, + 0.0028982395, -0.0034836456, 0.061880294, -0.0011060335, -0.005543763, 0.0008605148, 0.0146383485, + 0.0049103727, -0.0069416994, -0.0057197046, 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-0.009097785, -0.024695816, 0.018003633, -0.0013027682, 0.027434109, -0.017325459, -0.03774749, + 0.026691955, 0.006756161, -0.02410721, -0.0018265947, 0.0052430625, +]; + +// An embedding of the query "What are the most luxurious hotels?" export const luxuryQueryVector = [ - -0.002498318, 0.009043092, 0.0032502708, -0.013105931, -0.0033043327, 0.021624785, -0.03187362, - 0.01597613, -0.0067298952, 0.010307814, 0.005085101, 0.008217419, -0.014822807, -0.004711582, - -0.011054852, -0.011664278, 0.032345437, 0.0044986107, 0.0039973087, -0.012647223, -0.019305035, - 0.0133156255, -0.0060123457, -0.00092151074, 0.0055896793, -0.012096774, 0.007123073, - -0.007555569, -0.016041659, 0.0065529654, 0.01754884, -0.003197847, -0.03187362, 0.006421906, - -0.0109565575, 0.0015661587, -0.0006593921, -0.0043216804, 0.0012729135, -0.006841296, - 0.031742565, 0.0026736099, -0.006972355, 0.0047017527, -0.031244539, 0.012987977, 0.0036991488, - -0.0012516164, -0.055831265, -0.010583038, 0.009134834, 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