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Tsk 372 add jina embeddings v3#387

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Commits on Nov 4, 2024

• feat: Added multi task text embedding base

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• feat: Defined the multi task text embeddings

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• chore: Updated example supported models in multi task models

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• chore: Added jina embedding v3 to multitask model registery

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• feat: First version of jina embedding multitask

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• feat: First implementation of matryoshka embedding

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• chore: Updated model example description

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• new: Added implementation of task_embed

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• feat: Added dataclass for multi task embedding

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• chore: Changed return type to multi task embedding

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• fix: Fixed type hint of embed documents by changing return type to multi task embeddding

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• nit

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• new: Added model downloader

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• fix: Fix matryoshka

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• new: Added matryoshka support for jina embedding v3

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• test: Added tests for multi task models

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Commits on Nov 5, 2024

• fix: Fix batch embedding test

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• fix: Fix batch embedding test

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• fix: Turn off parallel=0 in tests for models > 2 gb

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