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Implement LINQ-based vector search filtering
Closes microsoft#10156 Does most of microsoft#10194
1 parent bd9b83a commit 1222ece

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‎.github/_typos.toml

+1
Original file line numberDiff line numberDiff line change
@@ -39,6 +39,7 @@ prompty = "prompty" # prompty is a format name.
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ist = "ist" # German language
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dall = "dall" # OpenAI model name
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pn = "pn" # Kiota parameter
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nin = "nin" # MongoDB "not in" operator
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[default.extend-identifiers]
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ags = "ags" # Azure Graph Service

‎dotnet/Directory.Packages.props

+6-2
Original file line numberDiff line numberDiff line change
@@ -115,11 +115,15 @@
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<PackageVersion Include="YamlDotNet" Version="15.3.0" />
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<PackageVersion Include="Fluid.Core" Version="2.11.1" />
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<!-- Memory stores -->
118-
<PackageVersion Include="Microsoft.Azure.Cosmos" Version="3.45.2" />
118+
<PackageVersion Include="Microsoft.Azure.Cosmos" Version="3.46.1" />
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<PackageVersion Include="Pgvector" Version="0.2.0" />
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<PackageVersion Include="NRedisStack" Version="0.12.0" />
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<PackageVersion Include="Milvus.Client" Version="2.3.0-preview.1" />
122-
<PackageVersion Include="Testcontainers.Milvus" Version="4.0.0" />
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<PackageVersion Include="Testcontainers" Version="4.1.0" />
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<PackageVersion Include="Testcontainers.Milvus" Version="4.1.0" />
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<PackageVersion Include="Testcontainers.MongoDB" Version="4.1.0"/>
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<PackageVersion Include="Testcontainers.PostgreSql" Version="4.1.0"/>
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<PackageVersion Include="Testcontainers.Redis" Version="4.1.0"/>
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<PackageVersion Include="Microsoft.Data.SqlClient" Version="5.2.2" />
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<PackageVersion Include="Qdrant.Client" Version="1.12.0" />
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<!-- Symbols -->

‎dotnet/SK-dotnet.sln

+140
Original file line numberDiff line numberDiff line change
@@ -117,6 +117,7 @@ Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "Diagnostics", "Diagnostics"
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src\InternalUtilities\src\Diagnostics\RequiresUnreferencedCodeAttribute.cs = src\InternalUtilities\src\Diagnostics\RequiresUnreferencedCodeAttribute.cs
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src\InternalUtilities\src\Diagnostics\UnconditionalSuppressMessageAttribute.cs = src\InternalUtilities\src\Diagnostics\UnconditionalSuppressMessageAttribute.cs
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src\InternalUtilities\src\Diagnostics\Verify.cs = src\InternalUtilities\src\Diagnostics\Verify.cs
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src\InternalUtilities\src\Diagnostics\UnreachableException.cs = src\InternalUtilities\src\Diagnostics\UnreachableException.cs
120121
EndProjectSection
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EndProject
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Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "Linq", "Linq", "{B00AD427-0047-4850-BEF9-BA8237EA9D8B}"
@@ -140,6 +141,7 @@ Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "System", "System", "{3CDE10
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src\InternalUtilities\src\System\InternalTypeConverter.cs = src\InternalUtilities\src\System\InternalTypeConverter.cs
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src\InternalUtilities\src\System\NonNullCollection.cs = src\InternalUtilities\src\System\NonNullCollection.cs
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src\InternalUtilities\src\System\TypeConverterFactory.cs = src\InternalUtilities\src\System\TypeConverterFactory.cs
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src\InternalUtilities\src\System\IndexRange.cs = src\InternalUtilities\src\System\IndexRange.cs
143145
EndProjectSection
144146
EndProject
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Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "Type", "Type", "{E85EA4D0-BB7E-4DFD-882F-A76EB8C0B8FF}"
@@ -439,6 +441,38 @@ Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "sk-chatgpt-azure-function",
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EndProject
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Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "kernel-functions-generator", "samples\Demos\CreateChatGptPlugin\MathPlugin\kernel-functions-generator\kernel-functions-generator.csproj", "{78785CB1-66CF-4895-D7E5-A440DD84BE86}"
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EndProject
444+
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Agents.AzureAI", "src\Agents\AzureAI\Agents.AzureAI.csproj", "{EA35F1B5-9148-4189-BE34-5E00AED56D65}"
445+
EndProject
446+
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Plugins.AI", "src\Plugins\Plugins.AI\Plugins.AI.csproj", "{0C64EC81-8116-4388-87AD-BA14D4B59974}"
447+
EndProject
448+
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Plugins.AI.UnitTests", "src\Plugins\Plugins.AI.UnitTests\Plugins.AI.UnitTests.csproj", "{03ACF9DD-00C9-4F2B-80F1-537E2151AF5F}"
449+
EndProject
450+
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Connectors.Postgres.UnitTests", "src\Connectors\Connectors.Postgres.UnitTests\Connectors.Postgres.UnitTests.csproj", "{2A1EC0DA-AD01-4421-AADC-1DFF65C71CCC}"
451+
EndProject
452+
Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "VectorDataIntegrationTests", "VectorDataIntegrationTests", "{4F381919-F1BE-47D8-8558-3187ED04A84F}"
453+
EndProject
454+
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "QdrantIntegrationTests", "src\VectorDataIntegrationTests\QdrantIntegrationTests\QdrantIntegrationTests.csproj", "{27D33AB3-4DFF-48BC-8D76-FB2CDF90B707}"
455+
EndProject
456+
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "VectorDataIntegrationTests", "src\VectorDataIntegrationTests\VectorDataIntegrationTests\VectorDataIntegrationTests.csproj", "{B29A972F-A774-4140-AECF-6B577C476627}"
457+
EndProject
458+
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "RedisIntegrationTests", "src\VectorDataIntegrationTests\RedisIntegrationTests\RedisIntegrationTests.csproj", "{F7EA82A4-A626-4316-AA47-EAC3A0E85870}"
459+
EndProject
460+
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "PostgresIntegrationTests", "src\VectorDataIntegrationTests\PostgresIntegrationTests\PostgresIntegrationTests.csproj", "{3148FF01-38C7-4BEB-8CEC-9323EC7C593B}"
461+
EndProject
462+
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "InMemoryIntegrationTests", "src\VectorDataIntegrationTests\InMemoryIntegrationTests\InMemoryIntegrationTests.csproj", "{F5126690-0FD1-4777-9EDF-B3F5B7B3730B}"
463+
EndProject
464+
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "CosmosNoSQLIntegrationTests", "src\VectorDataIntegrationTests\CosmosNoSQLIntegrationTests\CosmosNoSQLIntegrationTests.csproj", "{E200425C-E501-430C-8A8B-BC0088BD94DB}"
465+
EndProject
466+
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "SqliteIntegrationTests", "src\VectorDataIntegrationTests\SqliteIntegrationTests\SqliteIntegrationTests.csproj", "{709B3933-5286-4139-8D83-8C7AA5746FAE}"
467+
EndProject
468+
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "WeaviateIntegrationTests", "src\VectorDataIntegrationTests\WeaviateIntegrationTests\WeaviateIntegrationTests.csproj", "{E3CECC65-1B00-4E3A-90B6-FC7A2C64E41F}"
469+
EndProject
470+
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "MongoDBIntegrationTests", "src\VectorDataIntegrationTests\MongoDBIntegrationTests\MongoDBIntegrationTests.csproj", "{A0E65043-6B00-4836-850F-000A52238914}"
471+
EndProject
472+
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "CosmosMongoDBIntegrationTests", "src\VectorDataIntegrationTests\CosmosMongoDBIntegrationTests\CosmosMongoDBIntegrationTests.csproj", "{11DFBF14-6FBA-41F0-B7F3-A288952D6FDB}"
473+
EndProject
474+
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "AzureAISearchIntegrationTests", "src\VectorDataIntegrationTests\AzureAISearchIntegrationTests\AzureAISearchIntegrationTests.csproj", "{06181F0F-A375-43AE-B45F-73CBCFC30C14}"
475+
EndProject
442476
Global
443477
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444478
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@@ -1172,6 +1206,96 @@ Global
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@@ -1333,6 +1457,22 @@ Global
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{B29A972F-A774-4140-AECF-6B577C476627} = {4F381919-F1BE-47D8-8558-3187ED04A84F}
1467+
{F7EA82A4-A626-4316-AA47-EAC3A0E85870} = {4F381919-F1BE-47D8-8558-3187ED04A84F}
1468+
{3148FF01-38C7-4BEB-8CEC-9323EC7C593B} = {4F381919-F1BE-47D8-8558-3187ED04A84F}
1469+
{F5126690-0FD1-4777-9EDF-B3F5B7B3730B} = {4F381919-F1BE-47D8-8558-3187ED04A84F}
1470+
{E200425C-E501-430C-8A8B-BC0088BD94DB} = {4F381919-F1BE-47D8-8558-3187ED04A84F}
1471+
{709B3933-5286-4139-8D83-8C7AA5746FAE} = {4F381919-F1BE-47D8-8558-3187ED04A84F}
1472+
{E3CECC65-1B00-4E3A-90B6-FC7A2C64E41F} = {4F381919-F1BE-47D8-8558-3187ED04A84F}
1473+
{A0E65043-6B00-4836-850F-000A52238914} = {4F381919-F1BE-47D8-8558-3187ED04A84F}
1474+
{11DFBF14-6FBA-41F0-B7F3-A288952D6FDB} = {4F381919-F1BE-47D8-8558-3187ED04A84F}
1475+
{06181F0F-A375-43AE-B45F-73CBCFC30C14} = {4F381919-F1BE-47D8-8558-3187ED04A84F}
13361476
EndGlobalSection
13371477
GlobalSection(ExtensibilityGlobals) = postSolution
13381478
SolutionGuid = {FBDC56A3-86AD-4323-AA0F-201E59123B83}

‎dotnet/SK-dotnet.sln.DotSettings

+1
Original file line numberDiff line numberDiff line change
@@ -217,6 +217,7 @@ public void It$SOMENAME$()
217217
<s:Boolean x:Key="/Default/UserDictionary/Words/=Kitto/@EntryIndexedValue">True</s:Boolean>
218218
<s:Boolean x:Key="/Default/UserDictionary/Words/=lessthan/@EntryIndexedValue">True</s:Boolean>
219219
<s:Boolean x:Key="/Default/UserDictionary/Words/=mergeresults/@EntryIndexedValue">True</s:Boolean>
220+
<s:Boolean x:Key="/Default/UserDictionary/Words/=mevd/@EntryIndexedValue">True</s:Boolean>
220221
<s:Boolean x:Key="/Default/UserDictionary/Words/=Milvus/@EntryIndexedValue">True</s:Boolean>
221222
<s:Boolean x:Key="/Default/UserDictionary/Words/=Mirostat/@EntryIndexedValue">True</s:Boolean>
222223
<s:Boolean x:Key="/Default/UserDictionary/Words/=myfile/@EntryIndexedValue">True</s:Boolean>

‎dotnet/samples/Concepts/Memory/VectorStoreEmbeddingGeneration/TextEmbeddingVectorStoreRecordCollection.cs

+2-2
Original file line numberDiff line numberDiff line change
@@ -120,13 +120,13 @@ public async IAsyncEnumerable<TKey> UpsertBatchAsync(IEnumerable<TRecord> record
120120
}
121121

122122
/// <inheritdoc />
123-
public Task<VectorSearchResults<TRecord>> VectorizedSearchAsync<TVector>(TVector vector, VectorSearchOptions? options = null, CancellationToken cancellationToken = default)
123+
public Task<VectorSearchResults<TRecord>> VectorizedSearchAsync<TVector>(TVector vector, VectorSearchOptions<TRecord>? options = null, CancellationToken cancellationToken = default)
124124
{
125125
return this._decoratedVectorStoreRecordCollection.VectorizedSearchAsync(vector, options, cancellationToken);
126126
}
127127

128128
/// <inheritdoc />
129-
public async Task<VectorSearchResults<TRecord>> VectorizableTextSearchAsync(string searchText, VectorSearchOptions? options = null, CancellationToken cancellationToken = default)
129+
public async Task<VectorSearchResults<TRecord>> VectorizableTextSearchAsync(string searchText, VectorSearchOptions<TRecord>? options = null, CancellationToken cancellationToken = default)
130130
{
131131
var embeddingValue = await this._textEmbeddingGenerationService.GenerateEmbeddingAsync(searchText, cancellationToken: cancellationToken).ConfigureAwait(false);
132132
return await this.VectorizedSearchAsync(embeddingValue, options, cancellationToken).ConfigureAwait(false);

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