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Release 0.0.14
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@pandu-k pandu-k released this 28 Feb 10:43
0.0.14
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0.0.14

New features

  • use_existing_tensors flag, for add_documents (#335). Use existing Marqo tensors to autofill unchanged tensor fields, for existing documents. This lets you quickly add new metadata while minimising inference operations. See usage here.
  • image_download_headers parameter for search and add_documents (#336). Index and search non-publicly available images. Add image download auth information to add_documents and search requests. See usage here.

Optimisations

  • The index cache is now updated on intervals of 2 seconds (#333), rather than on every search. This reduces the pressure on Marqo-OS, allowing for greater search and indexing throughput.

Bug fixes

  • Helpful validation errors for invalid index settings (#330). Helpful error messages allow for a smoother getting-started experience.
  • Automatic conversion to fp32 when using fp16 models on CPU (#331). This allows Marqo running on a CPU-only machine to index and search a fp16 CLIP index (although we still recommend interacting with a fp16 index with device=CUDA for the best results).
  • Broadening of the types of image download errors gracefully handled. (#321)

Release images can be found on Docker hub

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