Code

Vector Search and Semantic Caching#417

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Merged

slorello89 merged 39 commits intomainredis/redis-om-dotnet:mainfrom feature/vectorsredis/redis-om-dotnet:feature/vectorsCopy head branch name to clipboardDec 5, 2023

+5,008-464

Commits

Commits on Oct 6, 2023

• starting vectors

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  e6f3627

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• working out vector strings

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Commits on Oct 10, 2023

• string arrays to object arrays

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• seralization/deserialization of vectors

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Commits on Oct 12, 2023

• initial queries working

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Commits on Oct 19, 2023

• Vector Range, score binding

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• removing extra FromHashSet method

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• hybrid queries

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Commits on Oct 25, 2023

• external-vectorizers

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Commits on Oct 26, 2023

• semantic cache start

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• more vectorizers

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• some semantic caching

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Commits on Oct 30, 2023

• azure openai vectorizer.

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• merge

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  57f4d13

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• reorganizing vectorizers

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• updating nuget packaging

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Commits on Nov 2, 2023

• use Vector<T> instead of just the given type

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• readme updates

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• updating docker image to .NET 7

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Commits on Nov 3, 2023

• test cleanup

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• slight tweak to NearestNeighbors/VectorRange APIs

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• updates per Tylers comments

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• changing query -> CompletionResult and queryPrompt -> prompt

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Commits on Nov 22, 2023

• adding setter for embedding

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Commits on Nov 27, 2023

• Resnet18 and AllMiniLML6V2 vectorizers

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Commits on Nov 29, 2023

• removing dependency on ML Resnet project (to support transitive distribution of the model files)

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  81db70d

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• moving to file based validation

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  8d68528

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• semantic caching for native vectorizers

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Commits on Nov 30, 2023

• Merge branch 'main' into feature/vectors

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Commits on Dec 1, 2023

• normalizing vectorization pipelines

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  22e4978

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• Merge branch 'feature/vectors' of https://github.com/redis/redis-om-dotnet into feature/vectors

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• fixing csproj file

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Commits on Dec 4, 2023

• fixing test host for Vectorizer tests

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• lfs

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• removing System.Drawing dep, adding onnxruntime

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• removing warnings

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• adding MIT licenses for sources

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• readme updates

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Commits on Dec 5, 2023

• Encode -> Vectorize

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