v0.2.11

What's Changed

• fix: Update FlagEmbedding dependency>=1.3.3. by @wxywb in #53

Full Changelog: v0.2.10...v0.2.11

v0.2.10

What's Changed

• bgem3 devices kwargs syntax error bugfix by @SamSweere in #50
• fix: Change BGEM3 parameter to 'devices'. by @wxywb in #51

New Contributors

• @SamSweere made their first contribution in #50

Full Changelog: v0.2.9...v0.2.10

v0.2.9

What's Changed

• Fix: Correct parameter name in _encode method for BGEM3FlagModel by @thititj in #45
• fix: Adapt bge reranker and bge m3 to FlagEmbedding>1.3.0 by @wxywb in #47
• fix: Set default device in BGEM3EmbeddingFunction to None. by @wxywb in #48

Summary

• Adapt to FlagEmbedding > 1.3

New Contributors

• @thititj made their first contribution in #45

Full Changelog: v0.2.8...v0.2.9

v0.2.8

What's Changed

• fix(dependencies): fix breaking change in FlagEmbedding 1.3 dependency by @rguilmont in #44

New Contributors

• @rguilmont made their first contribution in #44

Full Changelog: v0.2.7...v0.2.8

v0.2.7

What's Changed

• feat: Update rerankers to their latest version. by @wxywb in #42

Summary

• update Cohere's default rerank model to rerank-english-v3.0.
• update Jina AI's default rerank model to jina-reranker-v2-base-multilingual.
• update Voyage AI's default rerank model to rerank-2.

Full Changelog: v0.2.6...v0.2.7

v0.2.6

What's Changed

• fix(bm25): bump nltk to 3.9.1 & download punk_tab by @jean-humann in #37
• refactor: support jina embeddings v3 by @makram93 in #39
• feat: introduce a new param for v3 by @makram93 in #40
• fix: Update voyage, mistral, nomic embedding functions. by @wxywb in #41

New Contributors

• @jean-humann made their first contribution in #37
• @makram93 made their first contribution in #39

Summary

• Update JinaEmbeddingFunction to support v3.
• Update VoyageEmbeddingFunction to support latest models.
• Fix bugs in NomicEmbeddingFunction and MistralEmbeddingFunction.

Full Changelog: v0.2.5...v0.2.6

v0.2.5

What's Changed

• fix: Add user-friendly message for BGE-M3 users on Google Colab. by @wxywb in #33

Summarization

Add an error hint for BGE-M3 users on Google Colab.

Full Changelog: v0.2.4...v0.2.5

v0.2.4

What's Changed

• feat: Add MistralEmbeddingFunction, NomicEmbeddingFunction and VertexAIEmbeddingFunction by @reina-w in #26
• feat: Add mGTE embedding function. by @wxywb in #27
• Update code to use csr_matrix and np.float64 for sparse vectors by @alesaccoia in #28
• feat: Add nomic and mistralai depencencies, remove the vertexai tempo… by @wxywb in #29
• Add instructor embedding and update Mistral embedding. by @wxywb in #30
• fix: Fix normalize embedding, Mistral's client API, changes BM25 default worker num to 1. by @wxywb in #31

Summarization

• Add MistralEmbeddingFunction, NomicEmbeddingFunction, MGTEEmbeddingFunction, InstructorEmbeddingFunction
• Fix 1d sparse embedding stacking. #25
• Fix SentenceTransformer normalization.
• Change BM25 default worker num from cpu_count() to 1.

New Contributors

• @reina-w made their first contribution in #26
• @alesaccoia made their first contribution in #28

Full Changelog: v0.2.3...v0.2.4

v0.2.3

What's Changed

• feat: Add CohereEmbeddingFunction. by @wxywb in #23
• fix: Convert cohere embedding to np.float32 by @wxywb in #24
• Remove the specific version of protobuf.
• Change output of BM25EmbeddingFunction to np.float32.

Full Changelog: v0.2.2...v0.2.3

v0.2.2

What's Changed

• Use onnx as default embedding function.
• Decouple model dependencies, installing them as needed.

Full Changelog: v0.2.1...v0.2.2