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Initial Hybrid Search (FT.HYBRID) bindings (#454)
* in-progress hybrid search * preliminary API and final unit tests (no integration tests yet) * push docs * start integration tests * tweaking API * refactor API and deal with missing server features * mask cursor API, unclear * normalize API * rev local docker and mark docs as non-packable * dotnet format * better support for vector data * dotnet format * naming is hard * implement NOSORT * move parameters back to to method, not the builder * push all the changes * more working-esque integration tests * parse search results correctly * integration tests * pre-vs-post-filter * attr * update client docker * fix HC unit tests * updating 8.4 state * format and fixups * VectorData; make API usable * ensure integration tests use the VectorData API * force VSIM payloads as vectors, unless named * dotnet format * clarify 8.4 * add a word * Support window on linear combiner * thread safety notes on HybridSearchQuery.cs * dotnet format
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-38
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‎Directory.Build.props‎

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<SuppressTfmSupportBuildWarnings>true</SuppressTfmSupportBuildWarnings>
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<SuppressTfmSupportBuildErrors>true</SuppressTfmSupportBuildErrors>
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<ManagePackageVersionsCentrally>true</ManagePackageVersionsCentrally>
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<NoWarn>$(NoWarn);CS1591</NoWarn>
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<NoWarn>$(NoWarn);CS1591;NRS001</NoWarn>
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<IsWindows>$([System.Runtime.InteropServices.RuntimeInformation]::IsOSPlatform($([System.Runtime.InteropServices.OSPlatform]::get_Windows())))</IsWindows>
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</PropertyGroup>
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‎NRedisStack.sln‎

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@@ -15,8 +15,11 @@ Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "Build", "Build", "{84D6210F
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Directory.Packages.props = Directory.Packages.props
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global.json = global.json
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version.json = version.json
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tests\dockers\docker-compose.yml = tests\dockers\docker-compose.yml
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EndProjectSection
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EndProject
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Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "docs", "docs\docs.csproj", "{4A35FC3C-69BC-4BDB-A4B2-6BFD0DF215AD}"
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EndProject
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Global
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GlobalSection(SolutionConfigurationPlatforms) = preSolution
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Debug|Any CPU = Debug|Any CPU
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{F14F6342-14A0-4DDD-AB05-C425B1AD8001}.Debug|Any CPU.Build.0 = Debug|Any CPU
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{F14F6342-14A0-4DDD-AB05-C425B1AD8001}.Release|Any CPU.ActiveCfg = Release|Any CPU
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{F14F6342-14A0-4DDD-AB05-C425B1AD8001}.Release|Any CPU.Build.0 = Release|Any CPU
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{4A35FC3C-69BC-4BDB-A4B2-6BFD0DF215AD}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
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{4A35FC3C-69BC-4BDB-A4B2-6BFD0DF215AD}.Debug|Any CPU.Build.0 = Debug|Any CPU
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{4A35FC3C-69BC-4BDB-A4B2-6BFD0DF215AD}.Release|Any CPU.ActiveCfg = Release|Any CPU
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{4A35FC3C-69BC-4BDB-A4B2-6BFD0DF215AD}.Release|Any CPU.Build.0 = Release|Any CPU
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EndGlobalSection
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EndGlobal

‎docs/docs.csproj‎

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<Project Sdk="Microsoft.Build.NoTargets/3.3.0">
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<!-- this is actually here just to serve as a hub for docs, so we don't need to keep editing the sln-->
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<PropertyGroup>
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<TargetFramework>netstandard2.0</TargetFramework>
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<IsPackable>false</IsPackable>
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</PropertyGroup>
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</Project>

‎docs/exp/NRS001.md‎

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Redis 8.4 is a relatively new release (at time of writing); the features and API may be subject to change.
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*Hybrid Search* is a new feature in Redis 8.4 that allows you to search across multiple indexes and data types.
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The corresponding library feature must also be considered subject to change:
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1. Existing bindings may cease working correctly if the underlying server API changes.
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2. Changes to the server API may require changes to the library API, manifesting in either/both of build-time
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or run-time breaks.
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While this seems *unlikely*, it must be considered a possibility. If you acknowledge this, you can suppress
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this warning by adding the following to your `csproj` file:
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```xml
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<NoWarn>$(NoWarn);NRS001</NoWarn>
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```
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or more granularly / locally in C#:
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``` c#
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#pragma warning disable NRS001
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```

‎src/NRedisStack/Experiments.cs‎

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namespace NRedisStack
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{
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// [Experimental(Experiments.SomeFeature, UrlFormat = Experiments.UrlFormat)]
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// where SomeFeature has the next label, for example "NRS042", and /docs/exp/NRS042.md exists
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internal static class Experiments
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{
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public const string UrlFormat = "https://redis.github.io/NRedisStack/exp/";
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// ReSharper disable once InconsistentNaming
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public const string Server_8_4 = "NRS001";
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}
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}
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#if !NET8_0_OR_GREATER
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#pragma warning disable SA1403
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namespace System.Diagnostics.CodeAnalysis
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#pragma warning restore SA1403
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{
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[AttributeUsage(
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AttributeTargets.Assembly |
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AttributeTargets.Module |
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AttributeTargets.Class |
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AttributeTargets.Struct |
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AttributeTargets.Enum |
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AttributeTargets.Constructor |
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AttributeTargets.Method |
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AttributeTargets.Property |
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AttributeTargets.Field |
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AttributeTargets.Event |
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AttributeTargets.Interface |
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AttributeTargets.Delegate,
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Inherited = false)]
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internal sealed class ExperimentalAttribute(string diagnosticId) : Attribute
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{
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public string DiagnosticId { get; } = diagnosticId;
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public string? UrlFormat { get; set; }
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public string? Message { get; set; }
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}
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}
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#endif

‎src/NRedisStack/NRedisStack.csproj‎

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</PropertyGroup>
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<ItemGroup>
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<InternalsVisibleTo Include="NRedisStack.Tests" />
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<PackageReference Include="StackExchange.Redis"/>
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<PackageReference Include="System.Text.Json" Condition="'$(TargetFramework)' == 'netstandard2.0' or '$(TargetFramework)' == 'net481'"/>
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<None Include="../../Redis.png" Link="Redis.png" Pack="true" PackagePath="/" Visible="false"/>

‎src/NRedisStack/OverloadResolutionPriorityAttribute.cs‎

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// ReSharper disable once CheckNamespace
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namespace System.Runtime.CompilerServices;
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#if !NET9_0_OR_GREATER
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[AttributeUsage(AttributeTargets.Method, AllowMultiple = false)]
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internal sealed class OverloadResolutionPriorityAttribute(int priority) : Attribute
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{
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public int Priority { get; } = priority;
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}
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#endif

‎src/NRedisStack/PublicAPI/PublicAPI.Shipped.txt‎

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@@ -1414,3 +1414,15 @@ static NRedisStack.Search.FieldName.implicit operator NRedisStack.Search.FieldNa
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NRedisStack.DataTypes.TimeStamp.Equals(NRedisStack.DataTypes.TimeStamp other) -> bool
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static NRedisStack.DataTypes.TimeStamp.operator ==(NRedisStack.DataTypes.TimeStamp left, NRedisStack.DataTypes.TimeStamp right) -> bool
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static NRedisStack.DataTypes.TimeStamp.operator !=(NRedisStack.DataTypes.TimeStamp left, NRedisStack.DataTypes.TimeStamp right) -> bool
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NRedisStack.ISearchCommands.AggregateEnumerable(string! index, NRedisStack.Search.AggregationRequest! query) -> System.Collections.Generic.IEnumerable<NRedisStack.Search.Aggregation.Row>!
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NRedisStack.ISearchCommands.CursorDel(NRedisStack.Search.AggregationResult! result) -> bool
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NRedisStack.ISearchCommands.CursorRead(NRedisStack.Search.AggregationResult! result, int? count = null) -> NRedisStack.Search.AggregationResult!
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NRedisStack.ISearchCommandsAsync.AggregateAsyncEnumerable(string! index, NRedisStack.Search.AggregationRequest! query) -> System.Collections.Generic.IAsyncEnumerable<NRedisStack.Search.Aggregation.Row>!
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NRedisStack.ISearchCommandsAsync.CursorDelAsync(NRedisStack.Search.AggregationResult! result) -> System.Threading.Tasks.Task<bool>!
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NRedisStack.ISearchCommandsAsync.CursorReadAsync(NRedisStack.Search.AggregationResult! result, int? count = null) -> System.Threading.Tasks.Task<NRedisStack.Search.AggregationResult!>!
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NRedisStack.SearchCommands.AggregateEnumerable(string! index, NRedisStack.Search.AggregationRequest! query) -> System.Collections.Generic.IEnumerable<NRedisStack.Search.Aggregation.Row>!
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NRedisStack.SearchCommands.CursorDel(NRedisStack.Search.AggregationResult! result) -> bool
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NRedisStack.SearchCommands.CursorRead(NRedisStack.Search.AggregationResult! result, int? count = null) -> NRedisStack.Search.AggregationResult!
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NRedisStack.SearchCommandsAsync.AggregateAsyncEnumerable(string! index, NRedisStack.Search.AggregationRequest! query) -> System.Collections.Generic.IAsyncEnumerable<NRedisStack.Search.Aggregation.Row>!
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NRedisStack.SearchCommandsAsync.CursorDelAsync(NRedisStack.Search.AggregationResult! result) -> System.Threading.Tasks.Task<bool>!
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NRedisStack.SearchCommandsAsync.CursorReadAsync(NRedisStack.Search.AggregationResult! result, int? count = null) -> System.Threading.Tasks.Task<NRedisStack.Search.AggregationResult!>!

‎src/NRedisStack/PublicAPI/PublicAPI.Unshipped.txt‎

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#nullable enable
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NRedisStack.ISearchCommands.AggregateEnumerable(string! index, NRedisStack.Search.AggregationRequest! query) -> System.Collections.Generic.IEnumerable<NRedisStack.Search.Aggregation.Row>!
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NRedisStack.ISearchCommands.CursorDel(NRedisStack.Search.AggregationResult! result) -> bool
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NRedisStack.ISearchCommands.CursorRead(NRedisStack.Search.AggregationResult! result, int? count = null) -> NRedisStack.Search.AggregationResult!
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NRedisStack.ISearchCommandsAsync.AggregateAsyncEnumerable(string! index, NRedisStack.Search.AggregationRequest! query) -> System.Collections.Generic.IAsyncEnumerable<NRedisStack.Search.Aggregation.Row>!
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NRedisStack.ISearchCommandsAsync.CursorDelAsync(NRedisStack.Search.AggregationResult! result) -> System.Threading.Tasks.Task<bool>!
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NRedisStack.ISearchCommandsAsync.CursorReadAsync(NRedisStack.Search.AggregationResult! result, int? count = null) -> System.Threading.Tasks.Task<NRedisStack.Search.AggregationResult!>!
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NRedisStack.SearchCommands.AggregateEnumerable(string! index, NRedisStack.Search.AggregationRequest! query) -> System.Collections.Generic.IEnumerable<NRedisStack.Search.Aggregation.Row>!
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NRedisStack.SearchCommands.CursorDel(NRedisStack.Search.AggregationResult! result) -> bool
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NRedisStack.SearchCommands.CursorRead(NRedisStack.Search.AggregationResult! result, int? count = null) -> NRedisStack.Search.AggregationResult!
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NRedisStack.SearchCommandsAsync.AggregateAsyncEnumerable(string! index, NRedisStack.Search.AggregationRequest! query) -> System.Collections.Generic.IAsyncEnumerable<NRedisStack.Search.Aggregation.Row>!
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NRedisStack.SearchCommandsAsync.CursorDelAsync(NRedisStack.Search.AggregationResult! result) -> System.Threading.Tasks.Task<bool>!
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NRedisStack.SearchCommandsAsync.CursorReadAsync(NRedisStack.Search.AggregationResult! result, int? count = null) -> System.Threading.Tasks.Task<NRedisStack.Search.AggregationResult!>!
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NRedisStack.Search.Parameters
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static NRedisStack.Search.Parameters.From<T>(T obj) -> System.Collections.Generic.IReadOnlyDictionary<string!, object!>!
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[NRS001]abstract NRedisStack.Search.VectorData.AsRedisValue() -> StackExchange.Redis.RedisValue
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[NRS001]abstract NRedisStack.Search.VectorData<T>.Dispose() -> void
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[NRS001]abstract NRedisStack.Search.VectorData<T>.Span.get -> System.Span<T>
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[NRS001]const NRedisStack.Search.HybridSearchQuery.Fields.Key = "@__key" -> string!
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[NRS001]const NRedisStack.Search.HybridSearchQuery.Fields.Score = "@__score" -> string!
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[NRS001]NRedisStack.ISearchCommands.HybridSearch(string! indexName, NRedisStack.Search.HybridSearchQuery! query, System.Collections.Generic.IReadOnlyDictionary<string!, object!>? parameters = null) -> NRedisStack.Search.HybridSearchResult!
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[NRS001]NRedisStack.ISearchCommandsAsync.HybridSearchAsync(string! indexName, NRedisStack.Search.HybridSearchQuery! query, System.Collections.Generic.IReadOnlyDictionary<string!, object!>? parameters = null) -> System.Threading.Tasks.Task<NRedisStack.Search.HybridSearchResult!>!
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[NRS001]NRedisStack.Search.ApplyExpression
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[NRS001]NRedisStack.Search.ApplyExpression.Alias.get -> string?
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[NRS001]NRedisStack.Search.ApplyExpression.ApplyExpression() -> void
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[NRS001]NRedisStack.Search.ApplyExpression.ApplyExpression(string! expression, string? alias = null) -> void
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[NRS001]NRedisStack.Search.ApplyExpression.Expression.get -> string!
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[NRS001]NRedisStack.Search.HybridSearchQuery
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[NRS001]NRedisStack.Search.HybridSearchQuery.AllowModification() -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.Apply(NRedisStack.Search.ApplyExpression applyExpression) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.Apply(params NRedisStack.Search.ApplyExpression[]! applyExpression) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.Combine(NRedisStack.Search.HybridSearchQuery.Combiner! combiner) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.Combiner
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[NRS001]NRedisStack.Search.HybridSearchQuery.Combiner.Combiner() -> void
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[NRS001]NRedisStack.Search.HybridSearchQuery.Fields
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[NRS001]NRedisStack.Search.HybridSearchQuery.Filter(string! expression) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.GroupBy(params string![]! fields) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.GroupBy(string! field) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.HybridSearchQuery() -> void
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[NRS001]NRedisStack.Search.HybridSearchQuery.Limit(int offset, int count) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.NoSort() -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.Reduce(NRedisStack.Search.Aggregation.Reducer! reducer) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.Reduce(params NRedisStack.Search.Aggregation.Reducer![]! reducers) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.ReturnFields(params string![]! fields) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.ReturnFields(string! field) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.Search(NRedisStack.Search.HybridSearchQuery.SearchConfig query) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.SearchConfig
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[NRS001]NRedisStack.Search.HybridSearchQuery.SearchConfig.Query.get -> string!
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[NRS001]NRedisStack.Search.HybridSearchQuery.SearchConfig.ScoreAlias.get -> string?
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[NRS001]NRedisStack.Search.HybridSearchQuery.SearchConfig.Scorer.get -> NRedisStack.Search.Scorer?
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[NRS001]NRedisStack.Search.HybridSearchQuery.SearchConfig.SearchConfig() -> void
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[NRS001]NRedisStack.Search.HybridSearchQuery.SearchConfig.SearchConfig(string! query, NRedisStack.Search.Scorer? scorer = null, string? scoreAlias = null) -> void
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[NRS001]NRedisStack.Search.HybridSearchQuery.SearchConfig.WithQuery(string! query) -> NRedisStack.Search.HybridSearchQuery.SearchConfig
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[NRS001]NRedisStack.Search.HybridSearchQuery.SearchConfig.WithScoreAlias(string? alias) -> NRedisStack.Search.HybridSearchQuery.SearchConfig
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[NRS001]NRedisStack.Search.HybridSearchQuery.SearchConfig.WithScorer(NRedisStack.Search.Scorer? scorer) -> NRedisStack.Search.HybridSearchQuery.SearchConfig
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[NRS001]NRedisStack.Search.HybridSearchQuery.SortBy(NRedisStack.Search.Aggregation.SortedField! field) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.SortBy(params NRedisStack.Search.Aggregation.SortedField![]! fields) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.SortBy(params string![]! fields) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.SortBy(string! field) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.Timeout(System.TimeSpan timeout) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.VectorSearch(NRedisStack.Search.HybridSearchQuery.VectorSearchConfig config) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.VectorSearch(string! fieldName, NRedisStack.Search.VectorData! vectorData) -> NRedisStack.Search.HybridSearchQuery!
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[NRS001]NRedisStack.Search.HybridSearchQuery.VectorSearchConfig
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[NRS001]NRedisStack.Search.HybridSearchQuery.VectorSearchConfig.FieldName.get -> string!
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[NRS001]NRedisStack.Search.HybridSearchQuery.VectorSearchConfig.Filter.get -> string?
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[NRS001]NRedisStack.Search.HybridSearchQuery.VectorSearchConfig.Method.get -> NRedisStack.Search.VectorSearchMethod?
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[NRS001]NRedisStack.Search.HybridSearchQuery.VectorSearchConfig.ScoreAlias.get -> string?
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[NRS001]NRedisStack.Search.HybridSearchQuery.VectorSearchConfig.VectorData.get -> NRedisStack.Search.VectorData?
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[NRS001]NRedisStack.Search.HybridSearchQuery.VectorSearchConfig.VectorSearchConfig() -> void
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[NRS001]NRedisStack.Search.HybridSearchQuery.VectorSearchConfig.VectorSearchConfig(string! fieldName, NRedisStack.Search.VectorData! vectorData, NRedisStack.Search.VectorSearchMethod? method = null, string? filter = null, string? scoreAlias = null) -> void
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[NRS001]NRedisStack.Search.HybridSearchQuery.VectorSearchConfig.WithFieldName(string! fieldName) -> NRedisStack.Search.HybridSearchQuery.VectorSearchConfig
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[NRS001]NRedisStack.Search.HybridSearchQuery.VectorSearchConfig.WithFilter(string? filter) -> NRedisStack.Search.HybridSearchQuery.VectorSearchConfig
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[NRS001]NRedisStack.Search.HybridSearchQuery.VectorSearchConfig.WithMethod(NRedisStack.Search.VectorSearchMethod? method) -> NRedisStack.Search.HybridSearchQuery.VectorSearchConfig
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[NRS001]NRedisStack.Search.HybridSearchQuery.VectorSearchConfig.WithScoreAlias(string? scoreAlias) -> NRedisStack.Search.HybridSearchQuery.VectorSearchConfig
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[NRS001]NRedisStack.Search.HybridSearchQuery.VectorSearchConfig.WithVectorData(NRedisStack.Search.VectorData! vectorData) -> NRedisStack.Search.HybridSearchQuery.VectorSearchConfig
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[NRS001]NRedisStack.Search.HybridSearchResult
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[NRS001]NRedisStack.Search.HybridSearchResult.ExecutionTime.get -> System.TimeSpan
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[NRS001]NRedisStack.Search.HybridSearchResult.Results.get -> NRedisStack.Search.Document![]!
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[NRS001]NRedisStack.Search.HybridSearchResult.TotalResults.get -> long
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[NRS001]NRedisStack.Search.Scorer
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[NRS001]NRedisStack.Search.VectorData
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[NRS001]NRedisStack.Search.VectorData<T>
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[NRS001]NRedisStack.Search.VectorSearchMethod
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[NRS001]NRedisStack.SearchCommands.HybridSearch(string! indexName, NRedisStack.Search.HybridSearchQuery! query, System.Collections.Generic.IReadOnlyDictionary<string!, object!>? parameters = null) -> NRedisStack.Search.HybridSearchResult!
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[NRS001]NRedisStack.SearchCommandsAsync.HybridSearchAsync(string! indexName, NRedisStack.Search.HybridSearchQuery! query, System.Collections.Generic.IReadOnlyDictionary<string!, object!>? parameters = null) -> System.Threading.Tasks.Task<NRedisStack.Search.HybridSearchResult!>!
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[NRS001]override NRedisStack.Search.ApplyExpression.Equals(object? obj) -> bool
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[NRS001]override NRedisStack.Search.ApplyExpression.GetHashCode() -> int
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[NRS001]override NRedisStack.Search.ApplyExpression.ToString() -> string!
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[NRS001]override NRedisStack.Search.HybridSearchQuery.Combiner.ToString() -> string!
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[NRS001]override NRedisStack.Search.Scorer.ToString() -> string!
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[NRS001]override NRedisStack.Search.VectorData.ToString() -> string!
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[NRS001]override NRedisStack.Search.VectorSearchMethod.ToString() -> string!
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[NRS001]static NRedisStack.Search.ApplyExpression.implicit operator NRedisStack.Search.ApplyExpression(string! expression) -> NRedisStack.Search.ApplyExpression
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[NRS001]static NRedisStack.Search.HybridSearchQuery.Combiner.Linear(double alpha = 0.3, double beta = 0.7, int? window = null) -> NRedisStack.Search.HybridSearchQuery.Combiner!
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[NRS001]static NRedisStack.Search.HybridSearchQuery.Combiner.ReciprocalRankFusion(int? window = null, double? constant = null) -> NRedisStack.Search.HybridSearchQuery.Combiner!
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[NRS001]static NRedisStack.Search.HybridSearchQuery.SearchConfig.implicit operator NRedisStack.Search.HybridSearchQuery.SearchConfig(string! query) -> NRedisStack.Search.HybridSearchQuery.SearchConfig
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[NRS001]static NRedisStack.Search.Scorer.BM25Std.get -> NRedisStack.Search.Scorer!
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[NRS001]static NRedisStack.Search.Scorer.BM25StdNorm.get -> NRedisStack.Search.Scorer!
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[NRS001]static NRedisStack.Search.Scorer.DisMax.get -> NRedisStack.Search.Scorer!
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[NRS001]static NRedisStack.Search.Scorer.DocScore.get -> NRedisStack.Search.Scorer!
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[NRS001]static NRedisStack.Search.Scorer.Hamming.get -> NRedisStack.Search.Scorer!
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[NRS001]static NRedisStack.Search.Scorer.TfIdf.get -> NRedisStack.Search.Scorer!
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[NRS001]static NRedisStack.Search.Scorer.TfIdfDocNorm.get -> NRedisStack.Search.Scorer!
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[NRS001]static NRedisStack.Search.VectorData.implicit operator NRedisStack.Search.VectorData!(string! name) -> NRedisStack.Search.VectorData!
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[NRS001]static NRedisStack.Search.VectorData.Lease<T>(int dimension) -> NRedisStack.Search.VectorData<T>!
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[NRS001]static NRedisStack.Search.VectorData.LeaseWithValues<T>(params System.ReadOnlySpan<T> values) -> NRedisStack.Search.VectorData<T>!
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[NRS001]static NRedisStack.Search.VectorData.Parameter(string! name) -> NRedisStack.Search.VectorData!
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[NRS001]static NRedisStack.Search.VectorData.Raw(System.ReadOnlyMemory<byte> bytes) -> NRedisStack.Search.VectorData!
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[NRS001]static NRedisStack.Search.VectorSearchMethod.NearestNeighbour(int count = 10, int? maxCandidates = null) -> NRedisStack.Search.VectorSearchMethod!
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[NRS001]static NRedisStack.Search.VectorSearchMethod.Range(double radius, double? epsilon = null) -> NRedisStack.Search.VectorSearchMethod!

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