






























































<a name=release-note-0-0-3></a>
## Release Note (`0.0.3`)

> Release time: 2022-03-23 21:42:16



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Dmitry Kan,  varshaneya,  Ilya Usvyatsky,  Nicko van Someren,  George Gkotsis,  Jhang,  Changrui Zhang,  DomHudson,  Filip Bednárik,  🙇


### 🍹 Other Improvements

 - [[```378d82b5```](https://github.com/jina-ai/clip-as-service/commit/378d82b5d20a627a7a32239ebd9b47cbd12a5f7a)] __-__ fix setup and release script (*Han Xiao*)
 - [[```372de00f```](https://github.com/jina-ai/clip-as-service/commit/372de00f286565750cab51d6e33ca4d9471a2934)] __-__ fix workflow yaml config (*Han Xiao*)
 - [[```11822f60```](https://github.com/jina-ai/clip-as-service/commit/11822f6050096a4ed1ca7bb9ee3c082deec56fb4)] __-__ fix image (*Han Xiao*)
 - [[```78a6a8b9```](https://github.com/jina-ai/clip-as-service/commit/78a6a8b9de9cab353be63311facce670212de08d)] __-__ first commit (*Han Xiao*)
 - [[```f5e42383```](https://github.com/jina-ai/clip-as-service/commit/f5e4238397ab76a1539bb6f22d5735f563ff187e)] __-__ update readme (*Han Xiao*)
 - [[```c4790fbe```](https://github.com/jina-ai/clip-as-service/commit/c4790fbef902e8d3509d1229788cb81abcdc33d6)] __-__ modified the port 8001-&gt;8081 to match Vue.js demo (*Dmitry Kan*)
 - [[```749c8e45```](https://github.com/jina-ai/clip-as-service/commit/749c8e45d301967dcaa8744ef846190ac86d2932)] __-__ update readme header (*Han Xiao*)

<a name=release-note-0-0-4></a>
## Release Note (`0.0.4`)

> Release time: 2022-03-23 21:45:59



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 🍹 Other Improvements

 - [[```f8936108```](https://github.com/jina-ai/clip-as-service/commit/f89361085bbe2715fd0d1c2d769389e0a46dc860)] __-__ fix setup and release script (*Han Xiao*)
 - [[```d2e4cfbf```](https://github.com/jina-ai/clip-as-service/commit/d2e4cfbf1977db1cf0fee433600b48b0c3626312)] __-__ __version__: the next version will be 0.0.4 (*Jina Dev Bot*)

<a name=release-note-0-0-5></a>
## Release Note (`0.0.5`)

> Release time: 2022-03-23 22:09:18



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 🍹 Other Improvements

 - [[```7ed4643c```](https://github.com/jina-ai/clip-as-service/commit/7ed4643cc471a6433ee6cc8699617ae61978bcdb)] __-__ fix doc setup (*Han Xiao*)
 - [[```fe09c32c```](https://github.com/jina-ai/clip-as-service/commit/fe09c32c8629b20ea9f677b7097556e33091876f)] __-__ __version__: the next version will be 0.0.5 (*Jina Dev Bot*)
 - [[```f8936108```](https://github.com/jina-ai/clip-as-service/commit/f89361085bbe2715fd0d1c2d769389e0a46dc860)] __-__ fix setup and release script (*Han Xiao*)

<a name=release-note-0-0-6></a>
## Release Note (`0.0.6`)

> Release time: 2022-03-23 22:42:28



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 🍹 Other Improvements

 - [[```f7044fb2```](https://github.com/jina-ai/clip-as-service/commit/f7044fb2f9c81f5dbfb7fec7c12c6a3b0dd54fa6)] __-__ fix doc setup (*Han Xiao*)
 - [[```c04eb30e```](https://github.com/jina-ai/clip-as-service/commit/c04eb30e8e09c89b1dd7061d0cb044286a1c5fc2)] __-__ __version__: the next version will be 0.0.6 (*Jina Dev Bot*)

<a name=release-note-0-0-7></a>
## Release Note (`0.0.7`)

> Release time: 2022-03-24 07:04:50



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 🍹 Other Improvements

 - [[```e8aa643a```](https://github.com/jina-ai/clip-as-service/commit/e8aa643a802fca900f2111407093107f22f08917)] __-__ update docs and license (*Han Xiao*)
 - [[```7245f67a```](https://github.com/jina-ai/clip-as-service/commit/7245f67adf76e600762d8dbdbaee747764c0677c)] __-__ __version__: the next version will be 0.0.7 (*Jina Dev Bot*)
 - [[```f7044fb2```](https://github.com/jina-ai/clip-as-service/commit/f7044fb2f9c81f5dbfb7fec7c12c6a3b0dd54fa6)] __-__ fix doc setup (*Han Xiao*)

<a name=release-note-0-1-0></a>
## Release Note (`0.1.0`)

> Release time: 2022-03-24 08:19:14



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 📗 Documentation

 - [[```fa9d50c2```](https://github.com/jina-ai/clip-as-service/commit/fa9d50c2395ea1e1e60a2a0fc9c0105df472bcdb)] __-__ fix readme (#656) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```1a2a2af9```](https://github.com/jina-ai/clip-as-service/commit/1a2a2af932717cc0da12667453cd00c58e6ee443)] __-__ bump version (*Han Xiao*)
 - [[```44f4e52e```](https://github.com/jina-ai/clip-as-service/commit/44f4e52eba72d903883a827e115fb8dead69111f)] __-__ update docstring (*Han Xiao*)
 - [[```12bf98aa```](https://github.com/jina-ai/clip-as-service/commit/12bf98aa5b098f9017af186642990d9f854c54d7)] __-__ __version__: the next version will be 0.0.8 (*Jina Dev Bot*)
 - [[```e8aa643a```](https://github.com/jina-ai/clip-as-service/commit/e8aa643a802fca900f2111407093107f22f08917)] __-__ update docs and license (*Han Xiao*)

<a name=release-note-0-1-1></a>
## Release Note (`0.1.1`)

> Release time: 2022-03-24 09:03:13



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Wang Bo,  Jina Dev Bot,  🙇


### 🐞 Bug fixes

 - [[```dd4cb3c3```](https://github.com/jina-ai/clip-as-service/commit/dd4cb3c3e142a8b8f702c4eee57a251aab7a10d5)] __-__ url description and keywords in setup (#657) (*Wang Bo*)

### 🍹 Other Improvements

 - [[```1b679cdc```](https://github.com/jina-ai/clip-as-service/commit/1b679cdc8c657e872833f1344f19ed7d6bb57b0a)] __-__ fix banner (*Han Xiao*)
 - [[```9e0a1058```](https://github.com/jina-ai/clip-as-service/commit/9e0a1058b77f33508a3dbdffabaacf3bb0c53cb4)] __-__ __version__: the next version will be 0.1.1 (*Jina Dev Bot*)
 - [[```1a2a2af9```](https://github.com/jina-ai/clip-as-service/commit/1a2a2af932717cc0da12667453cd00c58e6ee443)] __-__ bump version (*Han Xiao*)

<a name=release-note-0-1-2></a>
## Release Note (`0.1.2`)

> Release time: 2022-03-24 10:57:53



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Alex Cureton-Griffiths,  Wang Bo,  Jina Dev Bot,  🙇


### 🧼 Code Refactoring

 - [[```715e8ba9```](https://github.com/jina-ai/clip-as-service/commit/715e8ba90faf1c58daed608cd02340404484a018)] __-__ remove unused main unify keywords (#658) (*Wang Bo*)

### 📗 Documentation

 - [[```ff16ce1d```](https://github.com/jina-ai/clip-as-service/commit/ff16ce1db88bbac14cb19c05266b1286c224e65d)] __-__ __readme__: polish (#660) (*Alex Cureton-Griffiths*)

### 🍹 Other Improvements

 - [[```0ec1fac2```](https://github.com/jina-ai/clip-as-service/commit/0ec1fac2a4f0c02a0cc704da9b2361e1d22108fa)] __-__ fix setup deps (*Han Xiao*)
 - [[```59b154a7```](https://github.com/jina-ai/clip-as-service/commit/59b154a7358cfdf1449fab8a2855599b657ddf24)] __-__ __version__: the next version will be 0.1.2 (*Jina Dev Bot*)
 - [[```1b679cdc```](https://github.com/jina-ai/clip-as-service/commit/1b679cdc8c657e872833f1344f19ed7d6bb57b0a)] __-__ fix banner (*Han Xiao*)

<a name=release-note-0-1-3></a>
## Release Note (`0.1.3`)

> Release time: 2022-03-24 13:03:30



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Wang Bo,  Jina Dev Bot,  🙇


### 🧼 Code Refactoring

 - [[```ae4d0bac```](https://github.com/jina-ai/clip-as-service/commit/ae4d0bacbfadb57e1cb1de8a5f6adca5426e62d3)] __-__ remove inference model pytorch from onnx (#661) (*Wang Bo*)

### 🍹 Other Improvements

 - [[```dece9dd0```](https://github.com/jina-ai/clip-as-service/commit/dece9dd0695bc418fc13fe9ed95ef52ba9f8f19d)] __-__ fix setup file (*Han Xiao*)
 - [[```3d04e695```](https://github.com/jina-ai/clip-as-service/commit/3d04e69511098490b1e56e15640a6378df89ff04)] __-__ __version__: the next version will be 0.1.3 (*Jina Dev Bot*)
 - [[```0ec1fac2```](https://github.com/jina-ai/clip-as-service/commit/0ec1fac2a4f0c02a0cc704da9b2361e1d22108fa)] __-__ fix setup deps (*Han Xiao*)

<a name=release-note-0-1-5></a>
## Release Note (`0.1.5`)

> Release time: 2022-03-24 19:17:54



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 🍹 Other Improvements

 - [[```989a706a```](https://github.com/jina-ai/clip-as-service/commit/989a706aa53271d9018ce48d9241e37887572025)] __-__ hide top-level setup (*Han Xiao*)
 - [[```f07e0f57```](https://github.com/jina-ai/clip-as-service/commit/f07e0f57ab795688100d07c09564fe3680031a83)] __-__ __version__: the next version will be 0.1.4 (*Jina Dev Bot*)
 - [[```dece9dd0```](https://github.com/jina-ai/clip-as-service/commit/dece9dd0695bc418fc13fe9ed95ef52ba9f8f19d)] __-__ fix setup file (*Han Xiao*)

<a name=release-note-0-1-6></a>
## Release Note (`0.1.6`)

> Release time: 2022-03-29 07:02:26



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  felix-wang,  Jina Dev Bot,  🙇


### 🐞 Bug fixes

 - [[```b4624dd4```](https://github.com/jina-ai/clip-as-service/commit/b4624dd408e0ee3908f57b7e5e598e5631de3d95)] __-__ __client__: raise value when embedding is empty (#666) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```16f8c403```](https://github.com/jina-ai/clip-as-service/commit/16f8c403a274961c3acd1ecddbef823dcea488b2)] __-__ fix typo (#664) (*felix-wang*)
 - [[```da1dd85c```](https://github.com/jina-ai/clip-as-service/commit/da1dd85cba6bc72c4ff83fd0c00c2651eef56075)] __-__ hide top-level setup (*Han Xiao*)
 - [[```fe22c3f2```](https://github.com/jina-ai/clip-as-service/commit/fe22c3f21ee180c7f74e1a996572b0eb04a36a6d)] __-__ __version__: the next version will be 0.1.6 (*Jina Dev Bot*)

<a name=release-note-0-1-7></a>
## Release Note (`0.1.7`)

> Release time: 2022-03-30 11:40:37



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Roshan Jossy,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```d56b1463```](https://github.com/jina-ai/clip-as-service/commit/d56b146392c16d7f917b3a6baeba9d6b77121249)] __-__ __client__: more comprehensive progressbar (#667) (*Han Xiao*)

### 🐞 Bug fixes

 - [[```b4624dd4```](https://github.com/jina-ai/clip-as-service/commit/b4624dd408e0ee3908f57b7e5e598e5631de3d95)] __-__ __client__: raise value when embedding is empty (#666) (*Han Xiao*)

### 📗 Documentation

 - [[```cfaba711```](https://github.com/jina-ai/clip-as-service/commit/cfaba7119c334d87a5f7860cc4df65a52f19c750)] __-__ __tracking__: add scarf tracking (#665) (*Roshan Jossy*)

### 🍹 Other Improvements

 - [[```9e276744```](https://github.com/jina-ai/clip-as-service/commit/9e27674447d041c21078082478acc234d5c0e3f7)] __-__ fix readme (*Han Xiao*)
 - [[```1c2de8da```](https://github.com/jina-ai/clip-as-service/commit/1c2de8da0ac3cfa7fa7304f6c55b4979747f22a5)] __-__ __version__: the next version will be 0.1.7 (*Jina Dev Bot*)

<a name=release-note-0-1-8></a>
## Release Note (`0.1.8`)

> Release time: 2022-03-30 14:30:36



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```d56b1463```](https://github.com/jina-ai/clip-as-service/commit/d56b146392c16d7f917b3a6baeba9d6b77121249)] __-__ __client__: more comprehensive progressbar (#667) (*Han Xiao*)

### 🧼 Code Refactoring

 - [[```065d6a91```](https://github.com/jina-ai/clip-as-service/commit/065d6a910e44a31718463a51ba0e3c29ca926d1c)] __-__ __client__: use docarray pbar (#668) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```dd61bdce```](https://github.com/jina-ai/clip-as-service/commit/dd61bdce6f6e908a6a583106d1c51ca5725b1ad4)] __-__ update readme (*Han Xiao*)
 - [[```be5fff81```](https://github.com/jina-ai/clip-as-service/commit/be5fff8129628d069e8d2992705f5f8b4681e040)] __-__ __version__: the next version will be 0.1.8 (*Jina Dev Bot*)

<a name=release-note-0-1-9></a>
## Release Note (`0.1.9`)

> Release time: 2022-03-30 23:20:09



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### ⚡ Performance Improvements

 - [[```88123432```](https://github.com/jina-ai/clip-as-service/commit/8812343211701fd93b75dab9f5b86bd5bc9e6819)] __-__ __server__: use map_batch to overlap cpu gpu (#669) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```41b93773```](https://github.com/jina-ai/clip-as-service/commit/41b937732a4f241e22ef9089071e9c7b611a6674)] __-__ fix readme (*Han Xiao*)
 - [[```da3227d3```](https://github.com/jina-ai/clip-as-service/commit/da3227d3b3df984a2816dbea283c209020b0815a)] __-__ update readme (*Han Xiao*)
 - [[```431d4635```](https://github.com/jina-ai/clip-as-service/commit/431d46353c3382ff954fc05bc8397f3e560a7ac7)] __-__ __version__: the next version will be 0.1.9 (*Jina Dev Bot*)

<a name=release-note-0-1-10></a>
## Release Note (`0.1.10`)

> Release time: 2022-03-31 10:31:26



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### ⚡ Performance Improvements

 - [[```962a1b5c```](https://github.com/jina-ai/clip-as-service/commit/962a1b5ce92249d98e4850e0af003d63b95a3f9d)] __-__ __server__: reuse the preprocessing pool (#670) (*Han Xiao*)
 - [[```88123432```](https://github.com/jina-ai/clip-as-service/commit/8812343211701fd93b75dab9f5b86bd5bc9e6819)] __-__ __server__: use map_batch to overlap cpu gpu (#669) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```f0dfc34a```](https://github.com/jina-ai/clip-as-service/commit/f0dfc34adca3c3d7b9879ac518735dd929074e80)] __-__ __version__: the next version will be 0.1.10 (*Jina Dev Bot*)

<a name=release-note-0-1-11></a>
## Release Note (`0.1.11`)

> Release time: 2022-04-01 15:46:07



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### ⚡ Performance Improvements

 - [[```962a1b5c```](https://github.com/jina-ai/clip-as-service/commit/962a1b5ce92249d98e4850e0af003d63b95a3f9d)] __-__ __server__: reuse the preprocessing pool (#670) (*Han Xiao*)

### 📗 Documentation

 - [[```257f0393```](https://github.com/jina-ai/clip-as-service/commit/257f03931d28a0d9020a3381495a41df1185fd9c)] __-__ add http endpoint explain (#671) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```2e9e212f```](https://github.com/jina-ai/clip-as-service/commit/2e9e212f0d9501c7d55d0fd8dd82c180a067ca89)] __-__ add demo server (*Han Xiao*)
 - [[```99133924```](https://github.com/jina-ai/clip-as-service/commit/991339248bb3d7e9b6a741f2cf456f7f8bade154)] __-__ __version__: the next version will be 0.1.11 (*Jina Dev Bot*)

<a name=release-note-0-1-12></a>
## Release Note (`0.1.12`)

> Release time: 2022-04-07 02:20:52



🙇 We'd like to thank all contributors for this new release! In particular,
 felix-wang,  samsja,  Han Xiao,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```ffc4bdc4```](https://github.com/jina-ai/clip-as-service/commit/ffc4bdc4e2414fa0aff67bb5cbaffd4077a7c8f4)] __-__ gitignore (#673) (*samsja*)

### 🐞 Bug fixes

 - [[```aeb64c08```](https://github.com/jina-ai/clip-as-service/commit/aeb64c082d4819ab9330ba65f57f13ba2a868268)] __-__ ignore onnxruntime-gpu on macos (#675) (*felix-wang*)

### 📗 Documentation

 - [[```257f0393```](https://github.com/jina-ai/clip-as-service/commit/257f03931d28a0d9020a3381495a41df1185fd9c)] __-__ add http endpoint explain (#671) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```e2b2ae8b```](https://github.com/jina-ai/clip-as-service/commit/e2b2ae8bb96ce8602f9808c01e9a1712b7cdf7ac)] __-__ update readme (*Han Xiao*)
 - [[```d7aa1615```](https://github.com/jina-ai/clip-as-service/commit/d7aa161503ed72e662f8efe477af702e8759375e)] __-__ __version__: the next version will be 0.1.12 (*Jina Dev Bot*)

<a name=release-note-0-1-13></a>
## Release Note (`0.1.13`)

> Release time: 2022-04-11 08:02:20



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  felix-wang,  🙇


### 🆕 New Features

 - [[```8b800eea```](https://github.com/jina-ai/clip-as-service/commit/8b800eea5d40d02417a4368fcc38ac58dc2d651d)] __-__ __server__: allow client sending tensor document (#678) (*Han Xiao*)

### 🐞 Bug fixes

 - [[```aeb64c08```](https://github.com/jina-ai/clip-as-service/commit/aeb64c082d4819ab9330ba65f57f13ba2a868268)] __-__ ignore onnxruntime-gpu on macos (#675) (*felix-wang*)

### 📗 Documentation

 - [[```b6f9d849```](https://github.com/jina-ai/clip-as-service/commit/b6f9d849e5693d6c40744feebd5d309dbeed1cb3)] __-__ __server__: docs document tensor (#679) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```fa42dc50```](https://github.com/jina-ai/clip-as-service/commit/fa42dc50f6c766c60fe246802ecc8c15e37fbdf4)] __-__ update docs (*Han Xiao*)
 - [[```c91fa4d1```](https://github.com/jina-ai/clip-as-service/commit/c91fa4d16fd01ba8cc571041919201bbb1a76e31)] __-__ __version__: the next version will be 0.1.13 (*Jina Dev Bot*)

<a name=release-note-0-1-14></a>
## Release Note (`0.1.14`)

> Release time: 2022-04-14 02:39:16



🙇 We'd like to thank all contributors for this new release! In particular,
 felix-wang,  Jina Dev Bot,  Han Xiao,  🙇


### 🐞 Bug fixes

 - [[```8286eeed```](https://github.com/jina-ai/clip-as-service/commit/8286eeed13e65b7414e7bff0ace689daac103101)] __-__ tensor input document (#681) (*felix-wang*)

### 📗 Documentation

 - [[```b6f9d849```](https://github.com/jina-ai/clip-as-service/commit/b6f9d849e5693d6c40744feebd5d309dbeed1cb3)] __-__ __server__: docs document tensor (#679) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```ef6ea254```](https://github.com/jina-ai/clip-as-service/commit/ef6ea254b48d2675364184c3cfcb787819e8433a)] __-__ __version__: the next version will be 0.1.14 (*Jina Dev Bot*)

<a name=release-note-0-1-15></a>
## Release Note (`0.1.15`)

> Release time: 2022-04-18 04:07:21



🙇 We'd like to thank all contributors for this new release! In particular,
 felix-wang,  Han Xiao,  Jina Dev Bot,  🙇


### ⚡ Performance Improvements

 - [[```10d53eb4```](https://github.com/jina-ai/clip-as-service/commit/10d53eb4c4b84c95412b5f904de705cc01d7ba89)] __-__ scalable benchmark (#680) (*felix-wang*)

### 🐞 Bug fixes

 - [[```8286eeed```](https://github.com/jina-ai/clip-as-service/commit/8286eeed13e65b7414e7bff0ace689daac103101)] __-__ tensor input document (#681) (*felix-wang*)

### 🍹 Other Improvements

 - [[```fb229ae8```](https://github.com/jina-ai/clip-as-service/commit/fb229ae81f708d00f01af2d791de6eb67174e1c7)] __-__ add jcloud logo (*Han Xiao*)
 - [[```a3891eed```](https://github.com/jina-ai/clip-as-service/commit/a3891eedfa88e92f4a730f94b897da79ec28848d)] __-__ fix readme (*Han Xiao*)
 - [[```bfd04706```](https://github.com/jina-ai/clip-as-service/commit/bfd047061d7465877503caa3f11f77065718cbc4)] __-__ __version__: the next version will be 0.1.15 (*Jina Dev Bot*)

<a name=release-note-0-2-0></a>
## Release Note (`0.2.0`)

> Release time: 2022-04-18 04:27:56



🙇 We'd like to thank all contributors for this new release! In particular,
 numb3r3,  Jina Dev Bot,  felix-wang,  🙇


### ⚡ Performance Improvements

 - [[```10d53eb4```](https://github.com/jina-ai/clip-as-service/commit/10d53eb4c4b84c95412b5f904de705cc01d7ba89)] __-__ scalable benchmark (#680) (*felix-wang*)

### 🍹 Other Improvements

 - [[```67226f5c```](https://github.com/jina-ai/clip-as-service/commit/67226f5c8ec7d652f5d47ed0ab21dc8d14fc49c8)] __-__ bump version (*numb3r3*)
 - [[```5dc64878```](https://github.com/jina-ai/clip-as-service/commit/5dc6487819483ee680cf6e4c6a5fd1c0c27e2b54)] __-__ __version__: the next version will be 0.1.16 (*Jina Dev Bot*)

<a name=release-note-0-2-1></a>
## Release Note (`0.2.1`)

> Release time: 2022-04-21 15:32:35



🙇 We'd like to thank all contributors for this new release! In particular,
 felix-wang,  Han Xiao,  Jina Dev Bot,  numb3r3,  🙇


### 🐞 Bug fixes

 - [[```2558d738```](https://github.com/jina-ai/clip-as-service/commit/2558d7388a6ebdbfa99e489d9d005d9e1c22c33a)] __-__ pass extra_search path (#687) (*felix-wang*)
 - [[```71e9ebc8```](https://github.com/jina-ai/clip-as-service/commit/71e9ebc89a27b9ed64def3b6968b78c4ea1c3256)] __-__ remove process backend (#685) (*felix-wang*)
 - [[```65ad956d```](https://github.com/jina-ai/clip-as-service/commit/65ad956dab7e4f011568ac14357d636312dd4f5e)] __-__ use one iteration step (#683) (*felix-wang*)

### 🍹 Other Improvements

 - [[```e3d4e918```](https://github.com/jina-ai/clip-as-service/commit/e3d4e9181b645dfebd23620e153d86c563d38c9b)] __-__ update readme (*Han Xiao*)
 - [[```ec3a700c```](https://github.com/jina-ai/clip-as-service/commit/ec3a700c632dba97c01529c0049c383d68636aa8)] __-__ update docs (#684) (*felix-wang*)
 - [[```11487cee```](https://github.com/jina-ai/clip-as-service/commit/11487ceec184fbcf93c0c1debedbf22d097d9254)] __-__ __version__: the next version will be 0.2.1 (*Jina Dev Bot*)
 - [[```67226f5c```](https://github.com/jina-ai/clip-as-service/commit/67226f5c8ec7d652f5d47ed0ab21dc8d14fc49c8)] __-__ bump version (*numb3r3*)

<a name=release-note-0-2-2></a>
## Release Note (`0.2.2`)

> Release time: 2022-04-24 07:28:34



🙇 We'd like to thank all contributors for this new release! In particular,
 felix-wang,  Jina Dev Bot,  🙇


### 🐞 Bug fixes

 - [[```3bd74641```](https://github.com/jina-ai/clip-as-service/commit/3bd74641e52a48d9b1bac15554c8e42050d47094)] __-__ download with resume (#689) (*felix-wang*)
 - [[```2558d738```](https://github.com/jina-ai/clip-as-service/commit/2558d7388a6ebdbfa99e489d9d005d9e1c22c33a)] __-__ pass extra_search path (#687) (*felix-wang*)

### 🍹 Other Improvements

 - [[```6eadbfba```](https://github.com/jina-ai/clip-as-service/commit/6eadbfbac798c72b0319071b3f9c8480f97155d8)] __-__ __version__: the next version will be 0.2.2 (*Jina Dev Bot*)

<a name=release-note-0-2-3></a>
## Release Note (`0.2.3`)

> Release time: 2022-04-25 11:42:51



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  felix-wang,  🙇


### 🆕 New Features

 - [[```0ebc4c03```](https://github.com/jina-ai/clip-as-service/commit/0ebc4c0363aa182d2992bbc11bbcf676aeaf69df)] __-__ __server__: add rank endpoint (#694) (*Han Xiao*)

### 🐞 Bug fixes

 - [[```3bd74641```](https://github.com/jina-ai/clip-as-service/commit/3bd74641e52a48d9b1bac15554c8e42050d47094)] __-__ download with resume (#689) (*felix-wang*)

### 🍹 Other Improvements

 - [[```22cfffaf```](https://github.com/jina-ai/clip-as-service/commit/22cfffaffbd73d1d15afd87d08e2bb62bb2acbdc)] __-__ __version__: the next version will be 0.2.3 (*Jina Dev Bot*)

<a name=release-note-0-3-0></a>
## Release Note (`0.3.0`)

> Release time: 2022-04-25 15:13:21



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```b7270862```](https://github.com/jina-ai/clip-as-service/commit/b7270862e353b73531cd8bff4735d537c905a312)] __-__ __client__: add rank endpoint (#695) (*Han Xiao*)
 - [[```0ebc4c03```](https://github.com/jina-ai/clip-as-service/commit/0ebc4c0363aa182d2992bbc11bbcf676aeaf69df)] __-__ __server__: add rank endpoint (#694) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```8600286c```](https://github.com/jina-ai/clip-as-service/commit/8600286cf53755c127cf258af918b6bdf3e86691)] __-__ update readme (*Han Xiao*)
 - [[```5e1dd607```](https://github.com/jina-ai/clip-as-service/commit/5e1dd607e47a94265f48cbb2a70406c5057b86fa)] __-__ __version__: the next version will be 0.2.4 (*Jina Dev Bot*)

<a name=release-note-0-3-1></a>
## Release Note (`0.3.1`)

> Release time: 2022-04-26 08:03:08



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```ca5f3021```](https://github.com/jina-ai/clip-as-service/commit/ca5f30211d87fc324e9cfffb3fcc89682a233ba8)] __-__ __helper__: add version check for client and server (#696) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```234650f4```](https://github.com/jina-ai/clip-as-service/commit/234650f48a1e59cd274748f98ae84f6648b811af)] __-__ __version__: the next version will be 0.3.1 (*Jina Dev Bot*)
 - [[```8600286c```](https://github.com/jina-ai/clip-as-service/commit/8600286cf53755c127cf258af918b6bdf3e86691)] __-__ update readme (*Han Xiao*)

<a name=release-note-0-3-2></a>
## Release Note (`0.3.2`)

> Release time: 2022-04-26 09:16:04



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```f5ba35ab```](https://github.com/jina-ai/clip-as-service/commit/f5ba35abf37a5d140f2e8491cb0dcab13c25869f)] __-__ __helper__: add version check for client and server (*Han Xiao*)
 - [[```ca5f3021```](https://github.com/jina-ai/clip-as-service/commit/ca5f30211d87fc324e9cfffb3fcc89682a233ba8)] __-__ __helper__: add version check for client and server (#696) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```27ffd856```](https://github.com/jina-ai/clip-as-service/commit/27ffd85623407033de72ad259a725848b3412822)] __-__ __version__: the next version will be 0.3.2 (*Jina Dev Bot*)

<a name=release-note-0-3-3></a>
## Release Note (`0.3.3`)

> Release time: 2022-04-26 09:38:17



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```076d6537```](https://github.com/jina-ai/clip-as-service/commit/076d65378b3653dc9f1213f398d1d70824e67513)] __-__ __helper__: add version check for client and server (*Han Xiao*)

### 🍹 Other Improvements

 - [[```9bcbb1f9```](https://github.com/jina-ai/clip-as-service/commit/9bcbb1f9147aa3dda857a5a130b531e88f27baf2)] __-__ __version__: the next version will be 0.3.3 (*Jina Dev Bot*)

<a name=release-note-0-3-4></a>
## Release Note (`0.3.4`)

> Release time: 2022-04-30 15:17:02



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```076d6537```](https://github.com/jina-ai/clip-as-service/commit/076d65378b3653dc9f1213f398d1d70824e67513)] __-__ __helper__: add version check for client and server (*Han Xiao*)

### 🐞 Bug fixes

 - [[```8ac2e9bb```](https://github.com/jina-ai/clip-as-service/commit/8ac2e9bb68b96d1421f7e2ae6b01cec95aad3183)] __-__ __torch__: fix oom in rerank endpoint (#699) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```dd508167```](https://github.com/jina-ai/clip-as-service/commit/dd5081672718a12e7aeede0400432e8f6a01a744)] __-__ __version__: the next version will be 0.3.4 (*Jina Dev Bot*)

<a name=release-note-0-3-5></a>
## Release Note (`0.3.5`)

> Release time: 2022-04-30 18:55:10



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 🐞 Bug fixes

 - [[```8ac2e9bb```](https://github.com/jina-ai/clip-as-service/commit/8ac2e9bb68b96d1421f7e2ae6b01cec95aad3183)] __-__ __torch__: fix oom in rerank endpoint (#699) (*Han Xiao*)

### 🧼 Code Refactoring

 - [[```050c34e0```](https://github.com/jina-ai/clip-as-service/commit/050c34e0906f9593aee054ac37a0a830478a3a3b)] __-__ use packaging instead of distutil (#700) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```d2c2c872```](https://github.com/jina-ai/clip-as-service/commit/d2c2c8729e0872b0c5e299916ae8cf58be7ec516)] __-__ __version__: the next version will be 0.3.5 (*Jina Dev Bot*)

<a name=release-note-0-4-0></a>
## Release Note (`0.4.0`)

> Release time: 2022-04-30 20:25:29



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```33efcb00```](https://github.com/jina-ai/clip-as-service/commit/33efcb00414f6cbf5f860bafe7cc183773e08241)] __-__ add async rerank (#701) (*Han Xiao*)
 - [[```12d33c49```](https://github.com/jina-ai/clip-as-service/commit/12d33c49d5ac4d55a7351a442335f25218661dc8)] __-__ add async rerank (*Han Xiao*)

### 🧼 Code Refactoring

 - [[```050c34e0```](https://github.com/jina-ai/clip-as-service/commit/050c34e0906f9593aee054ac37a0a830478a3a3b)] __-__ use packaging instead of distutil (#700) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```20e66b95```](https://github.com/jina-ai/clip-as-service/commit/20e66b953af17480e062a8e84719b5a6823ba648)] __-__ __version__: the next version will be 0.3.6 (*Jina Dev Bot*)

<a name=release-note-0-4-1></a>
## Release Note (`0.4.1`)

> Release time: 2022-05-04 17:38:48



🙇 We'd like to thank all contributors for this new release! In particular,
 felix-wang,  Han Xiao,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```f66b145b```](https://github.com/jina-ai/clip-as-service/commit/f66b145be9a19b64e6404665fce8ff5c14b9552b)] __-__ add ranker endpoint for all backends (#707) (*felix-wang*)
 - [[```f7b9af40```](https://github.com/jina-ai/clip-as-service/commit/f7b9af40c3bb693ca70faddfcbc49d07d287df62)] __-__ add tensorrt support (#688) (*felix-wang*)
 - [[```33efcb00```](https://github.com/jina-ai/clip-as-service/commit/33efcb00414f6cbf5f860bafe7cc183773e08241)] __-__ add async rerank (#701) (*Han Xiao*)

### 🐞 Bug fixes

 - [[```618dbdb2```](https://github.com/jina-ai/clip-as-service/commit/618dbdb2cfe7a765c3748708bf6b16560175ca51)] __-__ cd workflow (#706) (*felix-wang*)

### 🍹 Other Improvements

 - [[```3f34d46d```](https://github.com/jina-ai/clip-as-service/commit/3f34d46d662998ae39f7bfe50aface9a9582bb0c)] __-__ __docs__: add cas async usage to readme (*Han Xiao*)
 - [[```0f941660```](https://github.com/jina-ai/clip-as-service/commit/0f941660a78879a8eea5846ecb4f7c2dabf0f34c)] __-__ __version__: the next version will be 0.4.1 (*Jina Dev Bot*)

<a name=release-note-0-4-2></a>
## Release Note (`0.4.2`)

> Release time: 2022-05-09 05:32:39



🙇 We'd like to thank all contributors for this new release! In particular,
 felix-wang,  Han Xiao,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```f66b145b```](https://github.com/jina-ai/clip-as-service/commit/f66b145be9a19b64e6404665fce8ff5c14b9552b)] __-__ add ranker endpoint for all backends (#707) (*felix-wang*)

### 🐞 Bug fixes

 - [[```835eb13f```](https://github.com/jina-ai/clip-as-service/commit/835eb13fcb84d126b6a35e18b2fe0ef9d8b835b7)] __-__ use cosine as the rank score (#708) (*felix-wang*)

### 🍹 Other Improvements

 - [[```706fa624```](https://github.com/jina-ai/clip-as-service/commit/706fa624cb567857e6bc024f52c93a10ab410651)] __-__ __docs__: update readme (*Han Xiao*)
 - [[```7fd04d2d```](https://github.com/jina-ai/clip-as-service/commit/7fd04d2d65dc033ccdec3b970046692816a84880)] __-__ __docs__: add cas async usage to readme (*Han Xiao*)
 - [[```90bb4c5c```](https://github.com/jina-ai/clip-as-service/commit/90bb4c5c70c5e51a1c29bf5aed2906d284c077f7)] __-__ __version__: the next version will be 0.4.2 (*Jina Dev Bot*)

<a name=release-note-0-4-3></a>
## Release Note (`0.4.3`)

> Release time: 2022-05-09 10:23:15



🙇 We'd like to thank all contributors for this new release! In particular,
 felix-wang,  Roshan Jossy,  Han Xiao,  Jina Dev Bot,  🙇


### 🐞 Bug fixes

 - [[```bb520d14```](https://github.com/jina-ai/clip-as-service/commit/bb520d14b6c5172fce9a971b51c4125b60418119)] __-__ keep logit_scale on same device (#710) (*felix-wang*)
 - [[```835eb13f```](https://github.com/jina-ai/clip-as-service/commit/835eb13fcb84d126b6a35e18b2fe0ef9d8b835b7)] __-__ use cosine as the rank score (#708) (*felix-wang*)

### 📗 Documentation

 - [[```da87d13a```](https://github.com/jina-ai/clip-as-service/commit/da87d13a753cdb394fe24a00af7e02f0dcc5fa00)] __-__ __tracking__: update external links&#39; source (#711) (*Roshan Jossy*)

### 🍹 Other Improvements

 - [[```099e2218```](https://github.com/jina-ai/clip-as-service/commit/099e2218a47bacb73afed2a7739b58f4e56c7c68)] __-__ __docs__: update readme (*Han Xiao*)
 - [[```ce5806d3```](https://github.com/jina-ai/clip-as-service/commit/ce5806d33ccad1ef83106900b44da3e85eb0ce64)] __-__ update index html (#709) (*felix-wang*)
 - [[```a1651079```](https://github.com/jina-ai/clip-as-service/commit/a16510799b648beb29bd422cdddc1e5dee5db061)] __-__ __version__: the next version will be 0.4.3 (*Jina Dev Bot*)

<a name=release-note-0-4-4></a>
## Release Note (`0.4.4`)

> Release time: 2022-05-11 12:00:46



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  felix-wang,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```edf0d862```](https://github.com/jina-ai/clip-as-service/commit/edf0d862228fb69ed7aa25e6ac71a322494c3c29)] __-__ add dockerfiles and cd workflow (#712) (*felix-wang*)

### 🐞 Bug fixes

 - [[```bb520d14```](https://github.com/jina-ai/clip-as-service/commit/bb520d14b6c5172fce9a971b51c4125b60418119)] __-__ keep logit_scale on same device (#710) (*felix-wang*)

### 🧼 Code Refactoring

 - [[```59c06986```](https://github.com/jina-ai/clip-as-service/commit/59c06986387b59c0f536af08d0f6abed71cd7a41)] __-__ __server__: remove redundant logics of rank (#715) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```72d69c75```](https://github.com/jina-ai/clip-as-service/commit/72d69c75be20cc8126f9c406cb621d349b87ba3c)] __-__ __docs__: update readme (*Han Xiao*)
 - [[```f898c8ce```](https://github.com/jina-ai/clip-as-service/commit/f898c8ce73ea3884037b900ca45fda4a477efdce)] __-__ __version__: the next version will be 0.4.4 (*Jina Dev Bot*)

<a name=release-note-0-4-5></a>
## Release Note (`0.4.5`)

> Release time: 2022-05-11 12:10:29



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 🐞 Bug fixes

 - [[```6ed4c484```](https://github.com/jina-ai/clip-as-service/commit/6ed4c484346e16846e0076d7bf99388c858581be)] __-__ convert distance to score (*Han Xiao*)

### 🧼 Code Refactoring

 - [[```59c06986```](https://github.com/jina-ai/clip-as-service/commit/59c06986387b59c0f536af08d0f6abed71cd7a41)] __-__ __server__: remove redundant logics of rank (#715) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```d565d31f```](https://github.com/jina-ai/clip-as-service/commit/d565d31f80e4a289529477159eba07161c6c6066)] __-__ __version__: the next version will be 0.4.5 (*Jina Dev Bot*)

<a name=release-note-0-4-6></a>
## Release Note (`0.4.6`)

> Release time: 2022-05-11 15:10:52



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### ⚡ Performance Improvements

 - [[```cda93fdd```](https://github.com/jina-ai/clip-as-service/commit/cda93fdd648a64f16bd9f194079e3e9220629af2)] __-__ __server__: use await gather in rank function (*Han Xiao*)

### 🐞 Bug fixes

 - [[```6ed4c484```](https://github.com/jina-ai/clip-as-service/commit/6ed4c484346e16846e0076d7bf99388c858581be)] __-__ convert distance to score (*Han Xiao*)

### 🍹 Other Improvements

 - [[```06fcd07b```](https://github.com/jina-ai/clip-as-service/commit/06fcd07bcf208753de15f051339fd48a0e8186f9)] __-__ __version__: the next version will be 0.4.6 (*Jina Dev Bot*)

<a name=release-note-0-4-7></a>
## Release Note (`0.4.7`)

> Release time: 2022-05-11 16:25:08



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### ⚡ Performance Improvements

 - [[```72f1bc4a```](https://github.com/jina-ai/clip-as-service/commit/72f1bc4af0bc6ad01e645a889fd8ee505f986b42)] __-__ __server__: use await gather in rank function (#716) (*Han Xiao*)
 - [[```cda93fdd```](https://github.com/jina-ai/clip-as-service/commit/cda93fdd648a64f16bd9f194079e3e9220629af2)] __-__ __server__: use await gather in rank function (*Han Xiao*)

### 🍹 Other Improvements

 - [[```66b14fc6```](https://github.com/jina-ai/clip-as-service/commit/66b14fc6f7e8abd3322d0a9e8e0bdfe942d187d3)] __-__ __version__: the next version will be 0.4.7 (*Jina Dev Bot*)

<a name=release-note-0-4-8></a>
## Release Note (`0.4.8`)

> Release time: 2022-05-13 09:24:42



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  numb3r3,  felix-wang,  Jina Dev Bot,  🙇


### ⚡ Performance Improvements

 - [[```72f1bc4a```](https://github.com/jina-ai/clip-as-service/commit/72f1bc4af0bc6ad01e645a889fd8ee505f986b42)] __-__ __server__: use await gather in rank function (#716) (*Han Xiao*)

### 🐞 Bug fixes

 - [[```65991a3f```](https://github.com/jina-ai/clip-as-service/commit/65991a3f9126b19c99f21e44cd3dd4227cbe80c7)] __-__ __client__: fix https args to tls (#722) (*Han Xiao*)
 - [[```1002a913```](https://github.com/jina-ai/clip-as-service/commit/1002a9132120dbf52a0dd4700c740692c959a422)] __-__ docker release cd (#717) (*felix-wang*)
 - [[```71d2c867```](https://github.com/jina-ai/clip-as-service/commit/71d2c867b5d45c8dfe42872b7e5697793be79f4b)] __-__ docker build push (#714) (*felix-wang*)

### 🏁 Unit Test and CICD

 - [[```38043676```](https://github.com/jina-ai/clip-as-service/commit/3804367632cccdc1f7fa1f5fc998f3530e1ee05c)] __-__ fix force release (*numb3r3*)

### 🍹 Other Improvements

 - [[```0da311e4```](https://github.com/jina-ai/clip-as-service/commit/0da311e4113b0afb60cb16779d86c48399c86f24)] __-__ __docs__: change http to https (*Han Xiao*)
 - [[```741ad796```](https://github.com/jina-ai/clip-as-service/commit/741ad796be93df808a634a41105f2860751afc2d)] __-__ __docs__: add playground (*Han Xiao*)
 - [[```a2b6d337```](https://github.com/jina-ai/clip-as-service/commit/a2b6d33738f3cea55e429db21691534c62c08320)] __-__ __version__: the next version will be 0.4.8 (*Jina Dev Bot*)

<a name=release-note-0-4-9></a>
## Release Note (`0.4.9`)

> Release time: 2022-05-23 15:13:23



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  numb3r3,  felix-wang,  Jina Dev Bot,  🙇


### 🐞 Bug fixes

 - [[```a7311fbf```](https://github.com/jina-ai/clip-as-service/commit/a7311fbf6ae6e988b78924fea239a9c8236dd8ff)] __-__ __server__: recover original contents of the input da (#726) (*Han Xiao*)
 - [[```42ef75b1```](https://github.com/jina-ai/clip-as-service/commit/42ef75b185369c1ffd64f8ea5a7b0fca8c8656b2)] __-__ __server__: remove embeddings to save bandwidth (*Han Xiao*)
 - [[```2d2da147```](https://github.com/jina-ai/clip-as-service/commit/2d2da147c3781233dc3812e2e7dfebbcbeb5f20e)] __-__ docker push cd (*numb3r3*)
 - [[```994635fa```](https://github.com/jina-ai/clip-as-service/commit/994635fabc84293b05adff123263a0d276812202)] __-__ k8s dockerize  (#725) (*felix-wang*)
 - [[```d12c5115```](https://github.com/jina-ai/clip-as-service/commit/d12c5115c946497b4ddf03a759a63c4040bcf8c7)] __-__ docker file (#719) (*felix-wang*)
 - [[```65991a3f```](https://github.com/jina-ai/clip-as-service/commit/65991a3f9126b19c99f21e44cd3dd4227cbe80c7)] __-__ __client__: fix https args to tls (#722) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```b6adcf8b```](https://github.com/jina-ai/clip-as-service/commit/b6adcf8be6a087d446e833478a0ac05a7900c24b)] __-__ __docs__: add multi gpu setting (*Han Xiao*)
 - [[```3d8c552a```](https://github.com/jina-ai/clip-as-service/commit/3d8c552a721a52fb374f73fcc9725f7d06e2383f)] __-__ __version__: the next version will be 0.4.9 (*Jina Dev Bot*)

<a name=release-note-0-4-10></a>
## Release Note (`0.4.10`)

> Release time: 2022-05-24 07:46:48



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 🐞 Bug fixes

 - [[```0054b47c```](https://github.com/jina-ai/clip-as-service/commit/0054b47cf12043b0bf493424ec22defa9448a9be)] __-__ __server__: fix content assignment (#727) (*Han Xiao*)
 - [[```a7311fbf```](https://github.com/jina-ai/clip-as-service/commit/a7311fbf6ae6e988b78924fea239a9c8236dd8ff)] __-__ __server__: recover original contents of the input da (#726) (*Han Xiao*)

### 🍹 Other Improvements

 - [[```926621bc```](https://github.com/jina-ai/clip-as-service/commit/926621bc97972694caff79700c5b70031a2677c1)] __-__ __version__: the next version will be 0.4.10 (*Jina Dev Bot*)

<a name=release-note-0-4-11></a>
## Release Note (`0.4.11`)

> Release time: 2022-05-27 07:44:46



🙇 We'd like to thank all contributors for this new release! In particular,
 samsja,  Shubham Goel,  Han Xiao,  Ziniu Yu,  Roshan Jossy,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```60a986a0```](https://github.com/jina-ai/clip-as-service/commit/60a986a07921b2374fdc64dccde7e1ec1e728cdb)] __-__ add monitoring (#674) (*samsja*)

### 🐞 Bug fixes

 - [[```59f48e60```](https://github.com/jina-ai/clip-as-service/commit/59f48e60a286344f66f37aea46b0b1b148ca90f4)] __-__ windows file name conflict (#729) (*Ziniu Yu*)
 - [[```0054b47c```](https://github.com/jina-ai/clip-as-service/commit/0054b47cf12043b0bf493424ec22defa9448a9be)] __-__ __server__: fix content assignment (#727) (*Han Xiao*)

### 📗 Documentation

 - [[```2f3a2077```](https://github.com/jina-ai/clip-as-service/commit/2f3a207734c829e6baa94dfa5715dc8d5c3f12de)] __-__ __tracking__: remove utm source in links (#728) (*Roshan Jossy*)

### 🍹 Other Improvements

 - [[```c7c96251```](https://github.com/jina-ai/clip-as-service/commit/c7c9625163d97ca3a6ad2b845309bad9e34e5d87)] __-__ Corrected replicas indentation in server.md (#731) (*Shubham Goel*)
 - [[```8d112275```](https://github.com/jina-ai/clip-as-service/commit/8d1122754dc53c75bce75e313ee74796bd9614e7)] __-__ fix docs (*Han Xiao*)
 - [[```7323d99e```](https://github.com/jina-ai/clip-as-service/commit/7323d99edd7814ece9ed8f5c0adce949047c987d)] __-__ __version__: the next version will be 0.4.11 (*Jina Dev Bot*)

<a name=release-note-0-4-12></a>
## Release Note (`0.4.12`)

> Release time: 2022-06-01 08:28:41



🙇 We'd like to thank all contributors for this new release! In particular,
 felix-wang,  Ziniu Yu,  Jina Dev Bot,  samsja,  🙇


### 🆕 New Features

 - [[```60a986a0```](https://github.com/jina-ai/clip-as-service/commit/60a986a07921b2374fdc64dccde7e1ec1e728cdb)] __-__ add monitoring (#674) (*samsja*)

### 🐞 Bug fixes

 - [[```bb8c4ce0```](https://github.com/jina-ai/clip-as-service/commit/bb8c4ce01de76d2be63444a517e90b530422110e)] __-__ better monitoring (#738) (*felix-wang*)
 - [[```751cf9de```](https://github.com/jina-ai/clip-as-service/commit/751cf9de0d8bb727c44ecaf7950a3658b868399d)] __-__ does not require port (#735) (*Ziniu Yu*)

### 📗 Documentation

 - [[```5e06667a```](https://github.com/jina-ai/clip-as-service/commit/5e06667ac9afef335b98b72a58ba0d28985d9b18)] __-__ update monitoring feature (#737) (*felix-wang*)

### 🍹 Other Improvements

 - [[```b523c624```](https://github.com/jina-ai/clip-as-service/commit/b523c62468dd6088095b00b5335160c57a1cb25e)] __-__ __version__: the next version will be 0.4.12 (*Jina Dev Bot*)

<a name=release-note-0-4-13></a>
## Release Note (`0.4.13`)

> Release time: 2022-06-09 04:42:07



🙇 We'd like to thank all contributors for this new release! In particular,
 felix-wang,  Ziniu Yu,  Han Xiao,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```d675148b```](https://github.com/jina-ai/clip-as-service/commit/d675148b4305338e9d17d449e42ab7c142896c06)] __-__ add clip_hg executor (#740) (*Ziniu Yu*)

### 🧼 Code Refactoring

 - [[```5eb5d7e8```](https://github.com/jina-ai/clip-as-service/commit/5eb5d7e8ed6f924c6560bb850edb08bbd809ff09)] __-__ monitor (#743) (*felix-wang*)

### 📗 Documentation

 - [[```130108c1```](https://github.com/jina-ai/clip-as-service/commit/130108c1aaf993bebc8215527c47d98c7e2169c5)] __-__ add JCloud deployment docs (#739) (*Ziniu Yu*)
 - [[```5e06667a```](https://github.com/jina-ai/clip-as-service/commit/5e06667ac9afef335b98b72a58ba0d28985d9b18)] __-__ update monitoring feature (#737) (*felix-wang*)

### 🍹 Other Improvements

 - [[```4b88e992```](https://github.com/jina-ai/clip-as-service/commit/4b88e99263a29903312f52bae01465b44b7a0cce)] __-__ fix docs (*Han Xiao*)
 - [[```b130d645```](https://github.com/jina-ai/clip-as-service/commit/b130d645409b044df6f1e0bcda78b42e79cb98d9)] __-__ add grafana dashboard (#741) (*felix-wang*)
 - [[```12ede839```](https://github.com/jina-ai/clip-as-service/commit/12ede83996f62af8c549a1d6621ae1dd32b7de7d)] __-__ __version__: the next version will be 0.4.13 (*Jina Dev Bot*)

<a name=release-note-0-4-14></a>
## Release Note (`0.4.14`)

> Release time: 2022-06-09 13:39:46



🙇 We'd like to thank all contributors for this new release! In particular,
 felix-wang,  Jina Dev Bot,  🙇


### 🐞 Bug fixes

 - [[```752202f8```](https://github.com/jina-ai/clip-as-service/commit/752202f8b730d0ab8785a703fc719dacfbe2993b)] __-__ monitor documentation (#745) (*felix-wang*)

### 🧼 Code Refactoring

 - [[```5eb5d7e8```](https://github.com/jina-ai/clip-as-service/commit/5eb5d7e8ed6f924c6560bb850edb08bbd809ff09)] __-__ monitor (#743) (*felix-wang*)

### 🍹 Other Improvements

 - [[```06097f20```](https://github.com/jina-ai/clip-as-service/commit/06097f2098190b5a8a40fc82354b642730e617e0)] __-__ __version__: the next version will be 0.4.14 (*Jina Dev Bot*)

<a name=release-note-0-4-15></a>
## Release Note (`0.4.15`)

> Release time: 2022-06-13 13:06:16



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  felix-wang,  Ziniu Yu,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```e022bd46```](https://github.com/jina-ai/clip-as-service/commit/e022bd46c8c1773620f635148cb999e23ff7167e)] __-__ add traversal paths (#750) (*felix-wang*)
 - [[```4fe5a1b1```](https://github.com/jina-ai/clip-as-service/commit/4fe5a1b1dc9672be98638ba57023936b5ed69a6c)] __-__ add traversal paths (#748) (*felix-wang*)

### 🐞 Bug fixes

 - [[```752202f8```](https://github.com/jina-ai/clip-as-service/commit/752202f8b730d0ab8785a703fc719dacfbe2993b)] __-__ monitor documentation (#745) (*felix-wang*)

### 🍹 Other Improvements

 - [[```dab8341e```](https://github.com/jina-ai/clip-as-service/commit/dab8341e9ffb0716eb8c17477534ef91f19d8c5d)] __-__ add cas on colab section (*Han Xiao*)
 - [[```29bd68a4```](https://github.com/jina-ai/clip-as-service/commit/29bd68a4bc1f17c34016d45901858c65c8cf5623)] __-__ add replicas field in all yamls (*Han Xiao*)
 - [[```d5be8c2f```](https://github.com/jina-ai/clip-as-service/commit/d5be8c2f85e47fcafa7587f3e75b76fbc42300e5)] __-__ Revert &#34;feat: add traversal paths (#748)&#34; (#749) (*Han Xiao*)
 - [[```7f2d8fe8```](https://github.com/jina-ai/clip-as-service/commit/7f2d8fe88643ae71e5d8b38547faa32570886e46)] __-__ update links in docs (#747) (*Ziniu Yu*)
 - [[```52a8b0a6```](https://github.com/jina-ai/clip-as-service/commit/52a8b0a6c62204d37556f31fd79fd1ee621b45e3)] __-__ __version__: the next version will be 0.4.15 (*Jina Dev Bot*)

<a name=release-note-0-4-16></a>
## Release Note (`0.4.16`)

> Release time: 2022-06-14 08:52:07



🙇 We'd like to thank all contributors for this new release! In particular,
 felix-wang,  Ziniu Yu,  Han Xiao,  Jina Dev Bot,  🙇


### 🐞 Bug fixes

 - [[```eca1e700```](https://github.com/jina-ai/clip-as-service/commit/eca1e700493d59f475714aa5f49ccd33247cb983)] __-__ add integerate test for client (#753) (*felix-wang*)
 - [[```b5c339fe```](https://github.com/jina-ai/clip-as-service/commit/b5c339feda8ed89538b92d59624a781a8725f304)] __-__ fix client concurrent issue (#752) (*Ziniu Yu*)

### 🍹 Other Improvements

 - [[```e5ab22f5```](https://github.com/jina-ai/clip-as-service/commit/e5ab22f58ea8888aef0ead6902d2412301e9e5fc)] __-__ update slack (*Han Xiao*)
 - [[```5503becb```](https://github.com/jina-ai/clip-as-service/commit/5503becb5308ca34062bc611a4a431815de5383c)] __-__ fix docs (*Han Xiao*)
 - [[```909cdb11```](https://github.com/jina-ai/clip-as-service/commit/909cdb110ff27f811e5ed718bb99291f454af03a)] __-__ add cas on colab section (*Han Xiao*)
 - [[```3d3ef936```](https://github.com/jina-ai/clip-as-service/commit/3d3ef9363c9a322660fe84e94a2e610a24be0f0e)] __-__ __version__: the next version will be 0.4.16 (*Jina Dev Bot*)

<a name=release-note-0-4-17></a>
## Release Note (`0.4.17`)

> Release time: 2022-06-20 10:56:12



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Ziniu Yu,  numb3r3,  felix-wang,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```03541dd7```](https://github.com/jina-ai/clip-as-service/commit/03541dd765849ec453b501c83dbf4071b317bce1)] __-__ add cas server dockerfile (#757) (*Han Xiao*)
 - [[```4d069a84```](https://github.com/jina-ai/clip-as-service/commit/4d069a84ac0414059acce322f00815bf0cd12536)] __-__ upload torch executor (#723) (*Ziniu Yu*)

### 🐞 Bug fixes

 - [[```eca1e700```](https://github.com/jina-ai/clip-as-service/commit/eca1e700493d59f475714aa5f49ccd33247cb983)] __-__ add integerate test for client (#753) (*felix-wang*)

### 📗 Documentation

 - [[```7c2faae2```](https://github.com/jina-ai/clip-as-service/commit/7c2faae270e276bfc36f4c51e4abe101194f1799)] __-__ update jcloud docs (#754) (*Ziniu Yu*)
 - [[```9d872f2e```](https://github.com/jina-ai/clip-as-service/commit/9d872f2e20e53e988a6d13dff191a42fa6e7e0d2)] __-__ add disk usage / memory usage benchmark table (#751) (*Ziniu Yu*)

### 🍹 Other Improvements

 - [[```9e469bf7```](https://github.com/jina-ai/clip-as-service/commit/9e469bf70f4cd314353bde9c1ca8dfbda45fa532)] __-__ fix readme (*Han Xiao*)
 - [[```4c4e74b2```](https://github.com/jina-ai/clip-as-service/commit/4c4e74b2d5ebcede408d49b6455e1a13293edf95)] __-__ upload executor in cd workflow (*numb3r3*)
 - [[```96923f12```](https://github.com/jina-ai/clip-as-service/commit/96923f12a33e2c30dc55dc993648d9758f96a132)] __-__ fix docker cd (#755) (*felix-wang*)
 - [[```1869e61f```](https://github.com/jina-ai/clip-as-service/commit/1869e61f3e0c46a7322abc42be6983e951d5806d)] __-__ add visual reasoning to docs (*Han Xiao*)
 - [[```2083f097```](https://github.com/jina-ai/clip-as-service/commit/2083f0970985a2260a7b6fbbaaaa8b1210036765)] __-__ __version__: the next version will be 0.4.17 (*Jina Dev Bot*)

<a name=release-note-0-4-18></a>
## Release Note (`0.4.18`)

> Release time: 2022-06-20 11:21:16



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 🍹 Other Improvements

 - [[```a0c2661b```](https://github.com/jina-ai/clip-as-service/commit/a0c2661bc4764a74ff8737744b0d47fac4c1a5e9)] __-__ fix tag docker build job (*Han Xiao*)
 - [[```23f738ec```](https://github.com/jina-ai/clip-as-service/commit/23f738ecabebf906d001f83481f8cd10b89f5fb0)] __-__ __version__: the next version will be 0.4.18 (*Jina Dev Bot*)
 - [[```9e469bf7```](https://github.com/jina-ai/clip-as-service/commit/9e469bf70f4cd314353bde9c1ca8dfbda45fa532)] __-__ fix readme (*Han Xiao*)

<a name=release-note-0-4-19></a>
## Release Note (`0.4.19`)

> Release time: 2022-06-20 16:32:32



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```6902d2df```](https://github.com/jina-ai/clip-as-service/commit/6902d2dffc04b57e7a49f308139b27775a2193fa)] __-__ read config from stdin to allow pipe (#758) (*Han Xiao*)

### 📗 Documentation

 - [[```6e054db8```](https://github.com/jina-ai/clip-as-service/commit/6e054db893fcff4a2fe6c86073dd049e1c13f954)] __-__ read config from stdin to allow pipe (*Han Xiao*)

### 🍹 Other Improvements

 - [[```4a298d4f```](https://github.com/jina-ai/clip-as-service/commit/4a298d4f9fcbe342855f234d59c8e920e6918659)] __-__ add docker image docs (*Han Xiao*)
 - [[```1e931e8b```](https://github.com/jina-ai/clip-as-service/commit/1e931e8b2d2d8e5429c69e25df95ab15cb84ab66)] __-__ __version__: the next version will be 0.4.19 (*Jina Dev Bot*)
 - [[```a0c2661b```](https://github.com/jina-ai/clip-as-service/commit/a0c2661bc4764a74ff8737744b0d47fac4c1a5e9)] __-__ fix tag docker build job (*Han Xiao*)

<a name=release-note-0-4-20></a>
## Release Note (`0.4.20`)

> Release time: 2022-06-21 15:45:06



🙇 We'd like to thank all contributors for this new release! In particular,
 Han Xiao,  Jina Dev Bot,  🙇


### 🐞 Bug fixes

 - [[```79e85eed```](https://github.com/jina-ai/clip-as-service/commit/79e85eed7c89f31c16399bfcc1bb098f0ae5c920)] __-__ miscalling clip_server in clip_client (*Han Xiao*)

### 📗 Documentation

 - [[```6e054db8```](https://github.com/jina-ai/clip-as-service/commit/6e054db893fcff4a2fe6c86073dd049e1c13f954)] __-__ read config from stdin to allow pipe (*Han Xiao*)

### 🍹 Other Improvements

 - [[```c3e75133```](https://github.com/jina-ai/clip-as-service/commit/c3e751336722b415aa88992794119f32b7ddee77)] __-__ __version__: the next version will be 0.4.20 (*Jina Dev Bot*)

<a name=release-note-0-5-0></a>
## Release Note (`0.5.0`)

> Release time: 2022-08-03 05:13:06



🙇 We'd like to thank all contributors for this new release! In particular,
 numb3r3,  Ziniu Yu,  Alex Shan,  felix-wang,  Sha Zhou,  Jina Dev Bot,  Han Xiao,  🙇


### 🆕 New Features

 - [[```3402b1d1```](https://github.com/jina-ai/clip-as-service/commit/3402b1d1726120d8ed39ae561e441695f24ddeb3)] __-__ replace traversal_paths with access_paths (#791) (*Ziniu Yu*)
 - [[```87928a7b```](https://github.com/jina-ai/clip-as-service/commit/87928a7b8be9e8a4fce4d2352e82975252db162b)] __-__ update onnx models and md5 (#785) (*Ziniu Yu*)
 - [[```8bd83896```](https://github.com/jina-ai/clip-as-service/commit/8bd838964b7975c9c1a2394c0ae681507ed5dc18)] __-__ support onnx backend for openclip (#781) (*felix-wang*)
 - [[```f043b4d9```](https://github.com/jina-ai/clip-as-service/commit/f043b4d934a9454b5db32e7ea7331307506a1a6f)] __-__ update openclip loader (#782) (*Alex Shan*)
 - [[```fa62d8e9```](https://github.com/jina-ai/clip-as-service/commit/fa62d8e93baf2579b2934cc0ed8daca12c144d7d)] __-__ support openclip&amp;mclip models + refactor model loader (#774) (*Alex Shan*)
 - [[```32b11cd6```](https://github.com/jina-ai/clip-as-service/commit/32b11cd64bb76bca5075fbcbc84b9334952c236c)] __-__ allow model selection in client (#775) (*Ziniu Yu*)
 - [[```0ff4e252```](https://github.com/jina-ai/clip-as-service/commit/0ff4e2526394e0fa86266668f1162f4a6b922bd8)] __-__ allow credential in client (#765) (*Ziniu Yu*)
 - [[```ee7da10d```](https://github.com/jina-ai/clip-as-service/commit/ee7da10d1f56a130e6f9a85d5fb3518b80e5df0d)] __-__ support custom onnx file and update model signatures (#761) (*Ziniu Yu*)
 - [[```ed1b92d1```](https://github.com/jina-ai/clip-as-service/commit/ed1b92d1896cc0c12733b51bd1bd83040676f505)] __-__ __docs__: add qabot (#759) (*Sha Zhou*)

### 🐞 Bug fixes

 - [[```e48a7a38```](https://github.com/jina-ai/clip-as-service/commit/e48a7a38ac01fe0db47a7898ae1401f25394402f)] __-__ change onnx and trt default model name to ViT-B-32::openai (#793) (*Ziniu Yu*)
 - [[```8b8082a9```](https://github.com/jina-ai/clip-as-service/commit/8b8082a939f67f7ea01cc9f55ebce9c5368ebe1a)] __-__ mclip cuda device (#792) (*felix-wang*)
 - [[```8681b88e```](https://github.com/jina-ai/clip-as-service/commit/8681b88eb3a7806c1286eaefff3bd8a8ab28ff03)] __-__ fp16 inference (#790) (*felix-wang*)
 - [[```ab00c2ae```](https://github.com/jina-ai/clip-as-service/commit/ab00c2ae4067678b8f9c8351244867257031f3c2)] __-__ upgrade jina (#788) (*felix-wang*)
 - [[```1db43b48```](https://github.com/jina-ai/clip-as-service/commit/1db43b485b0fe368eb3949ddc052b5dd8002c279)] __-__ no allow client to change server batch size (#787) (*Ziniu Yu*)
 - [[```58772079```](https://github.com/jina-ai/clip-as-service/commit/5877207924c088739644873d6cf654aabb1f7134)] __-__ add models and md5 (#783) (*Ziniu Yu*)
 - [[```7c8285bb```](https://github.com/jina-ai/clip-as-service/commit/7c8285bbf7eb5d757cba1f85b56e6528be66396b)] __-__ async progress bar does not display (#779) (*Ziniu Yu*)
 - [[```79e85eed```](https://github.com/jina-ai/clip-as-service/commit/79e85eed7c89f31c16399bfcc1bb098f0ae5c920)] __-__ miscalling clip_server in clip_client (*Han Xiao*)

### 📗 Documentation

 - [[```c67a7f59```](https://github.com/jina-ai/clip-as-service/commit/c67a7f59c25760e32a611b330fd9ff5959aa1e4b)] __-__ add model support (#784) (*Alex Shan*)
 - [[```bc6b72e6```](https://github.com/jina-ai/clip-as-service/commit/bc6b72e65cce999ad7b09ecb93b25b07ff8f4de1)] __-__ add finetuner docs (#771) (*Ziniu Yu*)
 - [[```2b78b12e```](https://github.com/jina-ai/clip-as-service/commit/2b78b12e3aa527b386eac4ee7eed74e580eadbf6)] __-__ improve model support (#768) (*Ziniu Yu*)

### 🍹 Other Improvements

 - [[```b00963c4```](https://github.com/jina-ai/clip-as-service/commit/b00963c45983dfdac6d05258b03298de5ad1edf6)] __-__ bump version to 0.5.0 (*numb3r3*)
 - [[```c458dd65```](https://github.com/jina-ai/clip-as-service/commit/c458dd6579d6e3125028ad4cb2b88f9f481b4686)] __-__ remove clip_hg (#786) (*Ziniu Yu*)
 - [[```ca03dca3```](https://github.com/jina-ai/clip-as-service/commit/ca03dca369d2e7ed55d2f2a339fa9b4e9f41667d)] __-__ fix markdown-table extention (#772) (*felix-wang*)
 - [[```7b19bffe```](https://github.com/jina-ai/clip-as-service/commit/7b19bffecb739a74a524544472aa3ad07dff2f2a)] __-__ __version__: the next version will be 0.4.21 (*Jina Dev Bot*)

<a name=release-note-0-5-1></a>
## Release Note (`0.5.1`)

> Release time: 2022-08-08 05:11:18



🙇 We'd like to thank all contributors for this new release! In particular,
 Ziniu Yu,  Jina Dev Bot,  numb3r3,  🙇


### 🆕 New Features

 - [[```65032f02```](https://github.com/jina-ai/clip-as-service/commit/65032f02db30671f7a2a6ca78e371588ae98ab2b)] __-__ encode text first when both text and uri are presented (#795) (*Ziniu Yu*)

### 📗 Documentation

 - [[```7c6708fa```](https://github.com/jina-ai/clip-as-service/commit/7c6708fa8a592b5ce306f1ab2f1af1504148484a)] __-__ update hub readme (#794) (*Ziniu Yu*)

### 🍹 Other Improvements

 - [[```a7c4f490```](https://github.com/jina-ai/clip-as-service/commit/a7c4f4903df5736bcf9e85d82bb83497d850bc4d)] __-__ __version__: the next version will be 0.5.1 (*Jina Dev Bot*)
 - [[```b00963c4```](https://github.com/jina-ai/clip-as-service/commit/b00963c45983dfdac6d05258b03298de5ad1edf6)] __-__ bump version to 0.5.0 (*numb3r3*)

<a name=release-note-0-6-0></a>
## Release Note (`0.6.0`)

> Release time: 2022-08-30 04:19:21



🙇 We'd like to thank all contributors for this new release! In particular,
 numb3r3,  Ziniu Yu,  felix-wang,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```3c43eed3```](https://github.com/jina-ai/clip-as-service/commit/3c43eed38afe2ff84c8b06368f4301afcd332cf5)] __-__ do not send blob from server when it is loaded in client (#804) (*Ziniu Yu*)
 - [[```f852dfc8```](https://github.com/jina-ai/clip-as-service/commit/f852dfc876caa7b98552b5c707d4c85babc46393)] __-__ add warning if input is too large (#796) (*Ziniu Yu*)
 - [[```65032f02```](https://github.com/jina-ai/clip-as-service/commit/65032f02db30671f7a2a6ca78e371588ae98ab2b)] __-__ encode text first when both text and uri are presented (#795) (*Ziniu Yu*)

### 🐞 Bug fixes

 - [[```bb2c142b```](https://github.com/jina-ai/clip-as-service/commit/bb2c142b8899075c00db3b08e506fb970fee1478)] __-__ cast dtype for fp16 (#801) (*felix-wang*)

### 📗 Documentation

 - [[```a5893c70```](https://github.com/jina-ai/clip-as-service/commit/a5893c70531830f236d38fde5a880a9a2556474f)] __-__ update jcloud gpu usage (#809) (*Ziniu Yu*)
 - [[```b4fb0dd2```](https://github.com/jina-ai/clip-as-service/commit/b4fb0dd2823b6218da4395989c6b011cf3de1a38)] __-__ fix hub table typo (#803) (*Ziniu Yu*)

### 🍹 Other Improvements

 - [[```2a80235c```](https://github.com/jina-ai/clip-as-service/commit/2a80235c0aa16eefdc6703989fc6da670cbd5c89)] __-__ bump version to 0.6.0 (*numb3r3*)
 - [[```59b9f771```](https://github.com/jina-ai/clip-as-service/commit/59b9f7716df9a325fb6e707d086ca6f2612da975)] __-__ update protobuf version (#810) (*Ziniu Yu*)
 - [[```89205f06```](https://github.com/jina-ai/clip-as-service/commit/89205f06d1b740952e79c512d6b0ef6f8db18300)] __-__ update executor docstring (#806) (*Ziniu Yu*)
 - [[```25c91e21```](https://github.com/jina-ai/clip-as-service/commit/25c91e21ee8de9e2cd1766d2c6c319f6e5609e80)] __-__ __version__: the next version will be 0.5.2 (*Jina Dev Bot*)

<a name=release-note-0-6-1></a>
## Release Note (`0.6.1`)

> Release time: 2022-08-30 13:57:32



🙇 We'd like to thank all contributors for this new release! In particular,
 felix-wang,  Jina Dev Bot,  numb3r3,  🙇


### 🐞 Bug fixes

 - [[```ea239685```](https://github.com/jina-ai/clip-as-service/commit/ea239685bff56372aeadaeb3050f5c2ccc37175f)] __-__ grpc meta auth (#811) (*felix-wang*)

### 🍹 Other Improvements

 - [[```83a8120c```](https://github.com/jina-ai/clip-as-service/commit/83a8120c22c76cf34f0d2e5966c368031e0fe9b4)] __-__ __version__: the next version will be 0.6.1 (*Jina Dev Bot*)
 - [[```2a80235c```](https://github.com/jina-ai/clip-as-service/commit/2a80235c0aa16eefdc6703989fc6da670cbd5c89)] __-__ bump version to 0.6.0 (*numb3r3*)

<a name=release-note-0-6-2></a>
## Release Note (`0.6.2`)

> Release time: 2022-09-01 04:16:27



🙇 We'd like to thank all contributors for this new release! In particular,
 Ziniu Yu,  Jina Dev Bot,  felix-wang,  🙇


### 🐞 Bug fixes

 - [[```ea239685```](https://github.com/jina-ai/clip-as-service/commit/ea239685bff56372aeadaeb3050f5c2ccc37175f)] __-__ grpc meta auth (#811) (*felix-wang*)

### 📗 Documentation

 - [[```4461d2e9```](https://github.com/jina-ai/clip-as-service/commit/4461d2e9ab07c01669237b220cd24cd6f95e30e8)] __-__ update model support table (#813) (*Ziniu Yu*)

### 🍹 Other Improvements

 - [[```f7ee26a1```](https://github.com/jina-ai/clip-as-service/commit/f7ee26a17d47c1de0efc1122ccb40d3b22d217a8)] __-__ improve model not found error msg (#812) (*Ziniu Yu*)
 - [[```f1c0057d```](https://github.com/jina-ai/clip-as-service/commit/f1c0057d7e1c51953303bbf7b3743e19a9c300ab)] __-__ __version__: the next version will be 0.6.2 (*Jina Dev Bot*)

<a name=release-note-0-7-0></a>
## Release Note (`0.7.0`)

> Release time: 2022-09-13 13:47:54



🙇 We'd like to thank all contributors for this new release! In particular,
 numb3r3,  felix-wang,  Jie Fu,  Ziniu Yu,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```a07a5218```](https://github.com/jina-ai/clip-as-service/commit/a07a52182d02b3cab1135235c9aee8e1af4f280c)] __-__ support clip retrieval (#816) (*felix-wang*)

### 🐞 Bug fixes

 - [[```213ecc28```](https://github.com/jina-ai/clip-as-service/commit/213ecc28afa20bbb0984efd4ab28dd08443e9369)] __-__ always return docarray as search result (#821) (*felix-wang*)
 - [[```eca57745```](https://github.com/jina-ai/clip-as-service/commit/eca577455a0d378cc4d9974ef3109f2d2e74c1b3)] __-__ __readme__: use new demo server (#819) (*felix-wang*)

### 📗 Documentation

 - [[```8d9725fb```](https://github.com/jina-ai/clip-as-service/commit/8d9725fb874d94944cb1129ca2ccc8293c52dc90)] __-__ update clip search (#820) (*felix-wang*)
 - [[```fa7e5776```](https://github.com/jina-ai/clip-as-service/commit/fa7e577606d68e65a0e7952048c64d2b3a28e231)] __-__ docs for retrieval (#808) (*Jie Fu*)
 - [[```47144c23```](https://github.com/jina-ai/clip-as-service/commit/47144c23fd6b10f9aed0dfc4a2e37f83bc33f284)] __-__ enable horizontal scrolling in wide tables (#818) (*Ziniu Yu*)

### 🍹 Other Improvements

 - [[```53636cea```](https://github.com/jina-ai/clip-as-service/commit/53636cea63bf8063bcfd744aae4577df8e0eab2e)] __-__ bump version to 0.7.0 (*numb3r3*)
 - [[```eda4aa8e```](https://github.com/jina-ai/clip-as-service/commit/eda4aa8e958bbbd83dddcd5932622bcf041f3918)] __-__ __version__: the next version will be 0.6.3 (*Jina Dev Bot*)
 - [[```f7ee26a1```](https://github.com/jina-ai/clip-as-service/commit/f7ee26a17d47c1de0efc1122ccb40d3b22d217a8)] __-__ improve model not found error msg (#812) (*Ziniu Yu*)

<a name=release-note-0-8-0></a>
## Release Note (`0.8.0`)

> Release time: 2022-10-12 08:11:40



🙇 We'd like to thank all contributors for this new release! In particular,
 numb3r3,  Jie Fu,  Ziniu Yu,  felix-wang,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```2ba8a4fe```](https://github.com/jina-ai/clip-as-service/commit/2ba8a4fe71f26faa5e92d62df04edb616389f6bd)] __-__ support large ONNX model files (#828) (*Ziniu Yu*)
 - [[```09d15485```](https://github.com/jina-ai/clip-as-service/commit/09d15485d50c51a77cb57380f4b848b41764a1b6)] __-__ support B/32, L/14, H/14, and g/14 trained on LAION-2B (#825) (*Ziniu Yu*)
 - [[```c690c247```](https://github.com/jina-ai/clip-as-service/commit/c690c247946017d178d9340d8c951342c0321943)] __-__ drop image content to boost latency (#824) (*felix-wang*)
 - [[```bcce9900```](https://github.com/jina-ai/clip-as-service/commit/bcce990032abfd618cea408ab3f0fb4e352789ae)] __-__ in-place result in clip_client; preserve output order by uid (#815) (*Ziniu Yu*)

### 📗 Documentation

 - [[```87fdc548```](https://github.com/jina-ai/clip-as-service/commit/87fdc5489c5b33b76e28dd1c0b54017a51dd4abe)] __-__ add memory profile (#841) (*Jie Fu*)
 - [[```7ee58c8b```](https://github.com/jina-ai/clip-as-service/commit/7ee58c8b2751f949790983f223209ad1d2261fca)] __-__ clip benchmark on zeroshot classification and retrieval tasks (#832) (*Ziniu Yu*)

### 🍹 Other Improvements

 - [[```920b3107```](https://github.com/jina-ai/clip-as-service/commit/920b31070f54b1b6af4d4e58e7db351a576e0783)] __-__ bump version to 0.8.0 (*numb3r3*)
 - [[```54e99786```](https://github.com/jina-ai/clip-as-service/commit/54e99786ea07b9ad109f593890e3b4945d39b768)] __-__ add description for retrieval playground (#834) (*Jie Fu*)
 - [[```a26a883f```](https://github.com/jina-ai/clip-as-service/commit/a26a883fa15a47243450c9cebbfc7f472e6cfa04)] __-__ use open clip naming convention for model names (#836) (*Ziniu Yu*)
 - [[```f40513d5```](https://github.com/jina-ai/clip-as-service/commit/f40513d57c0c3f7e466160f41547c970618af85a)] __-__ fix docs website template (#833) (*Ziniu Yu*)
 - [[```d520ebb8```](https://github.com/jina-ai/clip-as-service/commit/d520ebb835e2814f7696148a0dcabbbf8bdadc76)] __-__ remove unused md (*numb3r3*)
 - [[```2c3c61f9```](https://github.com/jina-ai/clip-as-service/commit/2c3c61f9d6f5a351f235dbad45879f0c7c4fd986)] __-__ __version__: the next version will be 0.7.1 (*Jina Dev Bot*)
 - [[```53636cea```](https://github.com/jina-ai/clip-as-service/commit/53636cea63bf8063bcfd744aae4577df8e0eab2e)] __-__ bump version to 0.7.0 (*numb3r3*)

<a name=release-note-0-8-1></a>
## Release Note (`0.8.1`)

> Release time: 2022-11-15 11:15:48



🙇 We'd like to thank all contributors for this new release! In particular,
 YangXiuyu,  Ziniu Yu,  felix-wang,  Jie Fu,  Jina Dev Bot,  numb3r3,  🙇


### 🆕 New Features

 - [[```e4717a35```](https://github.com/jina-ai/clip-as-service/commit/e4717a35f850e6a2cd8b4d8b4c994fad30fd5c72)] __-__ Integrate flash attention (#853) (*YangXiuyu*)
 - [[```4fcbf68a```](https://github.com/jina-ai/clip-as-service/commit/4fcbf68a883cb3143e47738df4c8044dfec2a131)] __-__ allow custom callback in clip_client (#849) (*Ziniu Yu*)

### 🐞 Bug fixes

 - [[```71086227```](https://github.com/jina-ai/clip-as-service/commit/710862279bdef342983bd7944f413d8ee54f9603)] __-__ increase timeout ready for executor docker images (#854) (*Ziniu Yu*)
 - [[```f96ce543```](https://github.com/jina-ai/clip-as-service/commit/f96ce5433dc1ec473ae89e22f01520b93abc6071)] __-__ install transformers for executor docker images (#851) (*Ziniu Yu*)

### 📗 Documentation

 - [[```9aa8c224```](https://github.com/jina-ai/clip-as-service/commit/9aa8c224f93c4a7b52fecac8fe8a18832ce98814)] __-__ add tips for client parallelism usage (#846) (*Ziniu Yu*)
 - [[```8776784d```](https://github.com/jina-ai/clip-as-service/commit/8776784d2cf2b0bfce44724db10c18dbda7acb77)] __-__ add instructions for using clip server hosted by jina (#848) (*Ziniu Yu*)
 - [[```d91da50c```](https://github.com/jina-ai/clip-as-service/commit/d91da50cc86942623dbee2cdb6b31350d9ce6a8e)] __-__ move benchmark conclusion to beginning (#847) (*Ziniu Yu*)
 - [[```baf94b5f```](https://github.com/jina-ai/clip-as-service/commit/baf94b5f70b9c18cfe2c0fea3e284fe30e4ca093)] __-__ update finetuner docs (#843) (*Jie Fu*)

### 🍹 Other Improvements

 - [[```d2ecec60```](https://github.com/jina-ai/clip-as-service/commit/d2ecec60e9be4235518d19b0e2f2342fa5401dfc)] __-__ allow test to pass even if commit name is not good (#856) (*Ziniu Yu*)
 - [[```ebfa494c```](https://github.com/jina-ai/clip-as-service/commit/ebfa494c9218a848e0bc49a552dabecda1373dbb)] __-__ replace clip server address in docs (#857) (*Ziniu Yu*)
 - [[```fe112ea5```](https://github.com/jina-ai/clip-as-service/commit/fe112ea5ec8dd9de8fd842633b17dcb9079c79a4)] __-__ change hub url from hub.jina.ai to cloud.jina.ai (#845) (*Ziniu Yu*)
 - [[```ae05624d```](https://github.com/jina-ai/clip-as-service/commit/ae05624d68bf8c3fbcefc1d07b0adabbe1cad422)] __-__ use new free service in playground (#844) (*felix-wang*)
 - [[```6cdc3e21```](https://github.com/jina-ai/clip-as-service/commit/6cdc3e21bb6e0b0476b94e40cfa88a475d4a5f7d)] __-__ __version__: the next version will be 0.8.1 (*Jina Dev Bot*)
 - [[```920b3107```](https://github.com/jina-ai/clip-as-service/commit/920b31070f54b1b6af4d4e58e7db351a576e0783)] __-__ bump version to 0.8.0 (*numb3r3*)

<a name=release-note-0-8-2></a>
## Release Note (`0.8.2`)

> Release time: 2023-04-19 08:23:45



🙇 We'd like to thank all contributors for this new release! In particular,
 Ziniu Yu,  Yang Ruiyi,  YangXiuyu,  Jie Fu,  zawabest,  Girish Chandrashekar,  Jina Dev Bot,  🙇


### 🆕 New Features

 - [[```cce3b05a```](https://github.com/jina-ai/clip-as-service/commit/cce3b05a1cfa23db129e8a7077e75e75f5da73c6)] __-__ set prefetch in client for traffic control (#897) (*Ziniu Yu*)
 - [[```dabbe8bc```](https://github.com/jina-ai/clip-as-service/commit/dabbe8bc3ef633e4460e1be3f1c06792fe08f00c)] __-__ add cn clip model (#888) (*Yang Ruiyi*)
 - [[```1fe3a5a0```](https://github.com/jina-ai/clip-as-service/commit/1fe3a5a01123dcfea8a7981fc5aea212d42c1299)] __-__ add fp16 inference support (torch/onnx) (#871) (*YangXiuyu*)
 - [[```1eebdd7f```](https://github.com/jina-ai/clip-as-service/commit/1eebdd7f489abb8e694226d5c5c29b011eab229a)] __-__ add custom tracing spans with jina&gt;=3.12.0 (#861) (*Girish Chandrashekar*)
 - [[```f2515394```](https://github.com/jina-ai/clip-as-service/commit/f25153942464bb9230158af33c324cdb0b8b70a4)] __-__ add three new open clip roberta base models  (#860) (*YangXiuyu*)
 - [[```e4717a35```](https://github.com/jina-ai/clip-as-service/commit/e4717a35f850e6a2cd8b4d8b4c994fad30fd5c72)] __-__ Integrate flash attention (#853) (*YangXiuyu*)

### 🐞 Bug fixes

 - [[```280b925e```](https://github.com/jina-ai/clip-as-service/commit/280b925e16ab5605a124d412f66ff56caa492553)] __-__ fix docarray at v1 (#911) (*Ziniu Yu*)
 - [[```35733a0b```](https://github.com/jina-ai/clip-as-service/commit/35733a0ba7fe6d9ae64d2d4d657d6ded2df3a6d1)] __-__ replace transform ndarray with transform blob (#910) (*Ziniu Yu*)
 - [[```d70f2382```](https://github.com/jina-ai/clip-as-service/commit/d70f238220f76593fb9b14e43e50f9a9d2cecd8a)] __-__ onnx package conflict during setup (#894) (*Ziniu Yu*)
 - [[```8a576c58```](https://github.com/jina-ai/clip-as-service/commit/8a576c585756e6526b1fe4a526858252d096535a)] __-__ install pytorch cu116 for server docker image (#882) (*Ziniu Yu*)
 - [[```0b293ec8```](https://github.com/jina-ai/clip-as-service/commit/0b293ec834e80f7335aa625d683904594373a607)] __-__ dynamic convert onnx model to fp16 during start session (#876) (*YangXiuyu*)
 - [[```fd16e5ab```](https://github.com/jina-ai/clip-as-service/commit/fd16e5abef94e274572d40912f12baeffece8696)] __-__ check dtype when loading models (#872) (*Ziniu Yu*)
 - [[```67f551ca```](https://github.com/jina-ai/clip-as-service/commit/67f551ca46c2bcf8c8598d6749544bd335da8bdb)] __-__ torchvision version to avoid compatibility issue (#866) (*Jie Fu*)
 - [[```0223e6fa```](https://github.com/jina-ai/clip-as-service/commit/0223e6fa071534bfc1a3b2010dd7065623afd540)] __-__ add pip installable flash attention (#863) (*YangXiuyu*)

### 📗 Documentation

 - [[```1888ef65```](https://github.com/jina-ai/clip-as-service/commit/1888ef65f20a94b38f318696e663d447c7cb1dc6)] __-__ fix broken link in client doc (#909) (*Ziniu Yu*)
 - [[```f4eed3bc```](https://github.com/jina-ai/clip-as-service/commit/f4eed3bcbf5757571365159582d09f22c0ca8ed2)] __-__ add link and intro to inference api (#900) (*Ziniu Yu*)
 - [[```702fff88```](https://github.com/jina-ai/clip-as-service/commit/702fff88fc8070138b6eee517d9bb6167da0e87f)] __-__ default model suggestion (#874) (*Jie Fu*)

### 🍹 Other Improvements

 - [[```19b4fa51```](https://github.com/jina-ai/clip-as-service/commit/19b4fa51f7534b38a8ca236f05483602e44c0536)] __-__ remove docsqa html (#899) (*Ziniu Yu*)
 - [[```aa07d257```](https://github.com/jina-ai/clip-as-service/commit/aa07d2577fd27df03ccfff409ee00420071c41af)] __-__ remove docsqa (#898) (*Ziniu Yu*)
 - [[```f3421f7c```](https://github.com/jina-ai/clip-as-service/commit/f3421f7c1decbbdd3a5e1f1038666479c8fe60f6)] __-__ bump open-clip-torch to v2.8.0 (#883) (*Ziniu Yu*)
 - [[```c7af9f71```](https://github.com/jina-ai/clip-as-service/commit/c7af9f718550600973c6880de442619228f655e8)] __-__ fix configuration file for the search flow doc (#869) (*zawabest*)
 - [[```53cd0630```](https://github.com/jina-ai/clip-as-service/commit/53cd06301efde97e6e59a2b143323ccd5f5f2565)] __-__ hide changelog in docs (#864) (*Ziniu Yu*)
 - [[```9bb7d1f4```](https://github.com/jina-ai/clip-as-service/commit/9bb7d1f47d19e15e844108dec5f84cabcce7975d)] __-__ __version__: the next version will be 0.8.2 (*Jina Dev Bot*)

<a name=release-note-0-8-3></a>
## Release Note (`0.8.3`)

> Release time: 2023-12-20 04:13:18



🙇 We'd like to thank all contributors for this new release! In particular,
 Zihao Jing,  Han Xiao,  Nick de Silva,  Ziniu Yu,  Jina Dev Bot,  🙇


### 🐞 Bug fixes

 - [[```280b925e```](https://github.com/jina-ai/clip-as-service/commit/280b925e16ab5605a124d412f66ff56caa492553)] __-__ fix docarray at v1 (#911) (*Ziniu Yu*)

### 📗 Documentation

 - [[```ca2b25b7```](https://github.com/jina-ai/clip-as-service/commit/ca2b25b7564bc9b18ae38b93f0134e1f9aa0cee7)] __-__ remove jina self-hosted parts (#942) (*Zihao Jing*)
 - [[```6e418fe6```](https://github.com/jina-ai/clip-as-service/commit/6e418fe69c10dbac155e02267828d922a5601691)] __-__ replace free service docs with inference docs (#918) (*Ziniu Yu*)

### 🍹 Other Improvements

 - [[```d4e7a30b```](https://github.com/jina-ai/clip-as-service/commit/d4e7a30b755b2d314f89181fcc42624a1224b9ae)] __-__ Update README.md (*Han Xiao*)
 - [[```679de4e3```](https://github.com/jina-ai/clip-as-service/commit/679de4e3c9cb02b712f58540f6a3dd2e32d8e5e9)] __-__ change slack link to discord (*Han Xiao*)
 - [[```02abdc7b```](https://github.com/jina-ai/clip-as-service/commit/02abdc7b68214bedc181d9ef4be1c093ee60c609)] __-__ __version__: the next version will be 0.8.3 (*Jina Dev Bot*)

