* new: move fastembed imports and constants into a class to support custom models and improve exceptions
* new: add is_supported model to FastEmbedMisc
* fix: fix types
* new: support multimodal embeddings
* fix: fix embed when model name is present in both text and image supported models
* fix: fix type checkers
* refactor: split multimodal embed into embed text and embed image
* chore: comment batch separation
* chore: rollback formatting
* tests: Updated propagate options test
* fix: Fix CI
* fix: Fix ci
* revert test
* new: update task id propagation
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Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
* wip: add draft implementation of batch processing
* fix: embed dict and list of docs, remove redundant code
* new: regen async, small refactor
* refactor: add docstrings, rename methods
* Upload points local inference (#881)
* new: separate single and plural model embeddings
* fix: fix lazy embed models
* new: add inference object inspections to upload methods
* wip: local inference upload parallel
* new: add local inference to upload points and upload collection, refactor mixin
* fix: remove redundant code
* redundant import
* tests: check is query for query points batch
* refactor: refactor semi ordered map
* tests: add test for local inference with batches with docs and vectors
* tests: check the order of dict processing
* new: distinguish models by options
* fix: fix typing
* fix: fix types
* new: embed batches with different options
* tests: add tests for batch with different options
* fix: ignore ide incorrect type inspection
* tests: wait for points to be inserted
* fix: set threads to 1 in parallel inference
* new: adjust max internal batch size
* fix: fix type hints
* function to get embeddings size (#892)
* function to get embeddings size
* async client
* keep sync
* new: extend embedding size to support image and late interaction models
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Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
* new: add local inference batch size (#894)
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Co-authored-by: Andrey Vasnetsov <andrey@vasnetsov.com>
