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.Net: Replace vector operations with System.Numerics.Tensors #3021

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#3113
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.Net: Replace vector operations with System.Numerics.Tensors#3021
#3113
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.NETIssue or Pull requests regarding .NET codesk team issueA tag to denote issues that where created by the Semantic Kernel team (i.e., not the community)

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@stephentoub
Stephen Toub (stephentoub)
opened on Sep 29, 2023

A new nuget package System.Numerics.Tensors will be available in the next few weeks, and provides replacements for all of the vector operations in https://github.com/microsoft/semantic-kernel/tree/main/dotnet/src/SemanticKernel.Core/AI. Once it's available, we'll remove those AI/Embeddings/VectorOperations implementations and just use the members from System.Numerics.Tensors throughout (e.g. TensorPrimitives.CosineSimilarity).

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  1. Stephen Toub (stephentoub)
    self-assigned this
    on Sep 29, 2023
  2. Shawn Callegari (shawncal)
    added
    .NETIssue or Pull requests regarding .NET code
    triage
    on Sep 29, 2023
  3. github-actions
    changed the title [-]Replace vector operations with System.Numerics.Tensors[/-] [+].Net: Replace vector operations with System.Numerics.Tensors[/+] on Sep 29, 2023
  4. Mads Bolaris (madsbolaris)
    added
    sk team issueA tag to denote issues that where created by the Semantic Kernel team (i.e., not the community)
    and removed
    triage
    on Oct 3, 2023
  5. Mads Bolaris (madsbolaris)
    added this to Semantic Kernelon Oct 3, 2023
  6. Mads Bolaris (madsbolaris)
    moved this to Backlog - Code Style in Semantic Kernelon Oct 3, 2023
  7. github-merge-queue
    added a commit that references this issue on Oct 10, 2023

    .Net: Use the new TensorPrimitives for numerical operations (#3113)

    d50361e
  8. Stephen Toub (stephentoub)
    closed this as completedin #3113on Oct 10, 2023
  9. github-project-automation
    moved this from Backlog - Code Style to Sprint: Done in Semantic Kernelon Oct 10, 2023
  10. SOE-YoungS
    added a commit that references this issue on Nov 1, 2023

    .Net: Use the new TensorPrimitives for numerical operations (microsof…

    2440608
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