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Anush008 / fastembed-rs

Library for generating vector embeddings, reranking in Rust
https://docs.rs/fastembed
Apache License 2.0
264 stars 36 forks source link

refactor: separate modules #64

Closed Anush008 closed 4 months ago

Anush008 commented 4 months ago

Moved code around to accommodate text embedders and rerankers nicely.

coderabbitai[bot] commented 4 months ago

Walkthrough

The update enhances the project by fixing a typo in the README and adding new sections for "Text Embedding" and "Reranking" models. It introduces several new functionalities, including loading tokenizers, normalizing vectors, and handling text embeddings and reranking models. The project structure is reorganized to improve modularity, and several public entities are newly exported for broader access.

Changes

File(s) Change Summary
README.md Corrected a typo and added new sections for "Text Embedding" and "Reranking" models.
src/common.rs Introduced functions for loading tokenizers, normalizing vectors, reading files, and added type aliases and constants.
src/lib.rs Restructured module organization, moved modules to separate files, and modified public exports.
src/models/mod.rs Exported new modules: reranking and text_embedding.
src/models/reranking.rs Added functionality for reranking models, including an enum, functions, and structs for reranker models.
src/reranking.rs Introduced functionality for text reranking, including struct and methods for initialization and reranking operations.
src/tests.rs Modified import statements related to DEFAULT_CACHE_DIR and RerankerModel.
src/text_embedding.rs Added functionality for text embedding, including structs and methods for initializing models, generating embeddings, and interacting with ONNX models.

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