* Add SPLADE v1
* WIP SPLADE Export errors
* add ONNX model to HF hub and use that
* Update sentences in Converting_SPLADE_to_ONNX.ipynb
* Remove unnecessary files and directories
* Rename var in TextEmbedding class to use EMBEDDING_MODEL_TYPE
* Add SPLADE to list of text embeddings
* Add SPLADE model support for text embedding
* Fix deprecation warning in embedding.py
* Add test for batch embedding with sparse embeddings
* Refactor import statement in test_sparse_embeddings.py
* Rename nbs
* Update vocab size in SPLADE model
* Fix canonical vector lookup in test_text_onnx_embeddings.py
* review refactoring
* restore list_supported_models in OnnxTextEmbedding
* Remove unused method _preprocess_onnx_input() in SpladePP class
* Update SPLADE_PP_en_v1 source in splade_pp.py
* Refactor onnx_model.py to change base model behavior
* extend tests to sparse values as well as indicies
* chore: pre-commit hooks
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Co-authored-by: generall <andrey@vasnetsov.com>
Co-authored-by: Anush008 <anushshetty90@gmail.com>
* Update FastEmbed README.md
* Rewrite GettingStarted to use TextEmbedding instead of DefaultEmbedding
* Improve grammar
* Update Getting Started.ipynb with model information and document format
* * feat(Supported_Models.ipynb): add support for BAAI/bge-small-zh-v1.5 model
* feat(Supported_Models.ipynb): add support for jinaai/jina-embeddings-v2-base-en model
* feat(Supported_Models.ip
* * chore(docs): update Getting Started.ipynb with progressbar
* - Change section title from "What is happening under the hood?" to "Let's think step by step"
* - Add a new subsection titled "Setup"
* - Update the description in the code block from "FlagEmbedding" to
* fix(README.md): change method name from encode to embed in Embedding class
* fix(docs/Getting Started.ipynb): change method name from encode to embed in Embedding class
* - Change the first document from "query: Hello, World!" to "passage: Hello, World!"
* - Add a new document "query: Hello, World!" as a separate embedding
* - Add information about the format of the list of documents
* - Specify that documents must be strings
* - Provide instructions for working with queries and passages in retrieval tasks
