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v4.6.0

chore(release): 4.6.0 [skip ci]

# [4.6.0](v4.5.0...v4.6.0) (2025-02-28)

### Features

* allow embedding image bytes, Nix environment ([#150](#150)) ([b8a5aa3](b8a5aa3))

## [4.6.0](v4.5.0...v4.6.0) (2025-02-28)

### 🍕 Features

* allow embedding image bytes, Nix environment ([#150](#150)) ([b8a5aa3](b8a5aa3))

v4.5.0

chore(release): 4.5.0 [skip ci]

# [4.5.0](v4.4.0...v4.5.0) (2025-02-18)

### Features

* Add modernbert-embed-large ([#146](#146)) ([8184799](8184799))

## [4.5.0](v4.4.0...v4.5.0) (2025-02-18)

### 🍕 Features

* Add modernbert-embed-large ([#146](#146)) ([8184799](8184799))

### 🧑‍💻 Code Refactoring

* organize the import and export of SparseModel ([#141](#141)) ([2f982f1](2f982f1))

### 🧹 Chores

* Bump hf-hub to 0.4.1 ([#142](#142)) ([b5911b4](b5911b4))

v4.4.0

chore(release): 4.4.0 [skip ci]

# [4.4.0](v4.3.0...v4.4.0) (2025-01-10)

### Features

* Add jina v2 code support ([#140](#140)) ([6ade9eb](6ade9eb))

## [4.4.0](v4.3.0...v4.4.0) (2025-01-10)

### 🍕 Features

* Add jina v2 code support ([#140](#140)) ([6ade9eb](6ade9eb))

### 📝 Documentation

* Tidy up README.md ([#132](#132)) ([e46b5ba](e46b5ba))

### 🧑‍💻 Code Refactoring

* Elide SingleBatchOutput lifetimes ([#134](#134)) ([cfec7d7](cfec7d7))

### 🧹 Chores

* **TextRerank:** impl Debug for TextRerank ([#131](#131)) ([8724a63](8724a63))

v4.3.0

chore(release): 4.3.0 [skip ci]

# [4.3.0](v4.2.1...v4.3.0) (2024-11-27)

### Features

* Support for nomic-embed-vision-v1.5 image embeddings model ([#129](#129)) ([76751ec](76751ec))

## [4.3.0](v4.2.1...v4.3.0) (2024-11-27)

### 🍕 Features

* Support for nomic-embed-vision-v1.5 image embeddings model ([#129](#129)) ([76751ec](76751ec))

v4.2.1

chore(release): 4.2.1 [skip ci]

## [4.2.1](v4.2.0...v4.2.1) (2024-11-26)

## [4.2.1](v4.2.0...v4.2.1) (2024-11-26)

### 🧑‍💻 Code Refactoring

* Turn most panics into recoverable errors ([#128](#128)) ([86594fc](86594fc))

v4.2.0

chore(release): 4.2.0 [skip ci]

# [4.2.0](v4.1.2...v4.2.0) (2024-11-23)

### Features

* Added ClipVitB32 model to support text-to-image search. ([#126](#126)) ([a890a61](a890a61))

## [4.2.0](v4.1.2...v4.2.0) (2024-11-23)

### 🍕 Features

* Added ClipVitB32 model to support text-to-image search. ([#126](#126)) ([a890a61](a890a61))

### 🔁 Continuous Integration

* Use ONNX version as cache key for the ONNX cache ([#127](#127)) ([f19a540](f19a540))

v4.1.2

chore(release): 4.1.2 [skip ci]

## [4.1.2](v4.1.1...v4.1.2) (2024-11-22)

## [4.1.2](v4.1.1...v4.1.2) (2024-11-22)

### 🧹 Chores

* Bump ort to v2.0.0-rc.9 ([#125](#125)) ([87f4ced](87f4ced))

v4.1.1

chore(release): 4.1.1 [skip ci]

## [4.1.1](v4.1.0...v4.1.1) (2024-11-21)

## [4.1.1](v4.1.0...v4.1.1) (2024-11-21)

### 📝 Documentation

* Support notice in README.md ([#123](#123)) ([a3794de](a3794de))

### 🧹 Chores

* Bump ort to 2.0.0.-rc8 with "ort/half" enabled ([#124](#124)) ([f4844a8](f4844a8))

v4.1.0

chore(release): 4.1.0 [skip ci]

# [4.1.0](v4.0.0...v4.1.0) (2024-09-29)

### Features

* Support for bge-reranker-v2-m3 ([#118](#118)) ([bcd6304](bcd6304))

## [4.1.0](v4.0.0...v4.1.0) (2024-09-29)

### 🍕 Features

* Support for bge-reranker-v2-m3 ([#118](#118)) ([bcd6304](bcd6304))

v4.0.0

chore(release): 4.0.0 [skip ci]

# [4.0.0](v3.14.1...v4.0.0) (2024-08-18)

* feat!: #[non_exhaustive] and builder ([#112](#112)) ([4ea0ae8](4ea0ae8))
* fix!: Throws an informative error upon inappropriate batch size with Dynamic Quantized models ([#109](#109)) ([51686c3](51686c3))

### Features

* `EmbeddingOutput` to allow for custom output key and transformations ([#102](#102)) ([befdb32](befdb32))
* mean pooling ([#99](#99)) ([4f09b68](4f09b68))

### BREAKING CHANGES

* Struct expression is not allowed anymore.
* Adds a new struct field to `UserDefinedEmbeddingModel`.

## [4.0.0](v3.14.1...v4.0.0) (2024-08-18)

### ⚠ BREAKING CHANGES

* Struct expression is not allowed anymore.
* Image Embeddings (#101)
* Adds a new struct field to `UserDefinedEmbeddingModel`.

### 🍕 Features

* #[non_exhaustive] and builder ([#112](#112)) ([4ea0ae8](4ea0ae8))
* `EmbeddingOutput` to allow for custom output key and transformations ([#102](#102)) ([befdb32](befdb32))
* Image Embeddings ([#101](#101)) ([94b8f78](94b8f78))
* mean pooling ([#99](#99)) ([4f09b68](4f09b68))

### 🐛 Bug Fixes

* Throws an informative error upon inappropriate batch size with Dynamic Quantized models ([#109](#109)) ([51686c3](51686c3))

### 📝 Documentation

* Collapsible text models list README.md ([#106](#106)) ([eddb356](eddb356))

### 🧑‍💻 Code Refactoring

* Restructured FS for consistency ([#111](#111)) ([3b44cf9](3b44cf9))

### 🧹 Chores

* bump ort to =2.0.0-rc.5 ([#113](#113)) ([cea92b6](cea92b6))
* improve pooling speed and documentations ([#103](#103)) ([0f30a77](0f30a77))
* make `pooling::mean` compatible with 2D arrays ([#108](#108)) ([843f7f5](843f7f5))