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2.12.3, 2.12.4, 2.12.5 release notes #1016

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Oct 22, 2024
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2.12.3, 2.12.4, 2.12.5 release notes #1016

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2.12.3, 2.12.4, 2.12.5 release notes
RaynorChavez Oct 21, 2024
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Merge branch 'mainline' into raynor/2.12_patches_release_notes
RaynorChavez Oct 21, 2024
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Merge branch 'mainline' into raynor/2.12_patches_release_notes
RaynorChavez Oct 22, 2024
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17 changes: 15 additions & 2 deletions RELEASE.md
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# Release 2.12.5

## Bug fixes and minor changes
- Fix a bug where authentication is not correctly passed when loading a private model. Marqo can now load custom models from private repositories correctly ([#1010](https://github.com/marqo-ai/marqo/pull/1010)).

# Release 2.12.4

## Bug fixes and minor changes
- Fix inference time regression from 2.11 to 2.12 where inference time increased unexpectedly ([#1005](https://github.com/marqo-ai/marqo/pull/1005)).

# Release 2.12.3

## Bug fixes and minor changes
- Fix bug where users upgrading from indexes created with Marqo 2.11 to 2.12 would encounter an error when using the `get_settings` API endpoint ([#1003](https://github.com/marqo-ai/marqo/pull/1003)).

# Release 2.12.2

## Bug fixes and minor changes
Expand All @@ -10,15 +25,13 @@
- Fix a bug where when `treatUrlsAndPointersAsImages` is unset and `treatUrlsAndPointersAsMedia` is set, Marqo returns an error where `treatUrlsAndPointersAsImages` cannot be `False` when `treatUrlsAndPointersAsMedia` is `True` ([#971](https://github.com/marqo-ai/marqo/commit/a0084a86d5cf797616a1f8e185eba87417edbc15))
- Add new video-audio model `LanguageBind/Video_V1.5_FT_Audio_FT` to the model registry ([#971](https://github.com/marqo-ai/marqo/commit/a0084a86d5cf797616a1f8e185eba87417edbc15)).


# Release 2.12.0

## New features
- Add support for video and audio modalities using LanguageBind models ([#931](https://github.com/marqo-ai/marqo/pull/931)). You can now index, embed, and search with video and audio files using Marqo, extending your search capabilities beyond text and images.
- Load OpenCLIP models from HuggingFace Hub ([#939](https://github.com/marqo-ai/marqo/pull/939)). Support loading OpenCLIP models directly from HuggingFace by providing a model name with the hf-hub: prefix. This simplifies model integration and expands your options.
- Load custom OpenCLIP checkpoints with different image preprocessors ([#939](https://github.com/marqo-ai/marqo/pull/939)). Allow loading a custom OpenCLIP checkpoint with a different image preprocessor by providing imagePreprocessor in the model properties. This offers greater flexibility in model selection and customization.


## Bug fixes and minor changes
- Fix tokenizer loading for custom OpenCLIP checkpoints ([#939](https://github.com/marqo-ai/marqo/pull/939)). The correct tokenizer is now applied when custom OpenCLIP model checkpoints are loaded.
- Improve error handling for image_pointer fields in structured indexes ([#944](https://github.com/marqo-ai/marqo/pull/944)). Structured indexes now have targeted error reporting for non-image content in image_pointer fields. This improvement prevents batch failures and provides clearer feedback to users.
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