Jina

> Release time: 2020-06-21 10:06:44



🙇 We'd like to thank all contributors for this new release! In particular,
Han Xiao, Jina Dev Bot, fhaase2, 🙇


🆕 New Features

- [[bf231280](https://github.com/jina-ai/jina/commit/bf23128094f523bb781ba046dfa14df64cad8ce3)] __-__ __encoders__: add universal sentence encoder (*fhaase2*)

🐞 Bug fixes

- [[020c92b2](https://github.com/jina-ai/jina/commit/020c92b26c5c28c149356a603f86c4ecb4e7d100)] __-__ __pea__: fix except handling in pea (*Han Xiao*)

🏁 Unit Test and CICD

- [[88a67412](https://github.com/jina-ai/jina/commit/88a6741245e76186e707e5d1481b9a37273b4034)] __-__ __drivers__: add test for prune driver (*fhaase2*)

🍹 Other Improvements

- [[94322a8d](https://github.com/jina-ai/jina/commit/94322a8d50b6e0b666c04ca4a3c43c108fa8bb57)] __-__ hotfix error handling (*Han Xiao*)
- [[ae9832e8](https://github.com/jina-ai/jina/commit/ae9832e842bcf8436ee6490d6f0a0963f9e8b167)] __-__ update copyright header (*Jina Dev Bot*)
- [[cd57b690](https://github.com/jina-ai/jina/commit/cd57b690a3d4a492475314ad64a90f8da568b352)] __-__ __docs__: update TOC (*Jina Dev Bot*)
- [[4ab91693](https://github.com/jina-ai/jina/commit/4ab91693c2d51a35eca3cf6c187034e0568b0ac9)] __-__ __version__: bumping version to 0.2.9 (*Jina Dev Bot*)

<a name="release-note-0210"></a>

> Release time: 2020-06-19 15:57:17



🙇 We'd like to thank all contributors for this new release! In particular,
Han Xiao, Yue Liu, Jina Dev Bot, Nan Wang, Alex C-G, fhaase2, 🙇


🆕 New Features

- [[ae42091a](https://github.com/jina-ai/jina/commit/ae42091a016188cc90b64c77f0546ded2aa58d69)] __-__ __driver__: add uri2text convert (*Han Xiao*)
- [[df91778c](https://github.com/jina-ai/jina/commit/df91778c769f26a80b2947408e449cf45995644d)] __-__ __crafter__: add deepsegment (*Han Xiao*)

🐞 Bug fixes

- [[7577d3b7](https://github.com/jina-ai/jina/commit/7577d3b76da390425d274ca93fd1dcf4e5c75dc3)] __-__ __cla__: add employee to cla whitelist (*Han Xiao*)
- [[a579df5d](https://github.com/jina-ai/jina/commit/a579df5dfe7ede825113bbf9e75f9c0e67cd5719)] __-__ __docs__: add 404 page generation (*Han Xiao*)
- [[d970b118](https://github.com/jina-ai/jina/commit/d970b118413bb8f433c3dba9cd6cee33578fc9f5)] __-__ add support for npy training data (*Nan Wang*)
- [[7c99b7e9](https://github.com/jina-ai/jina/commit/7c99b7e9dcd9e03f5b769e0483a07e5471a7d701)] __-__ __logging__: profile and log streams non-blocking (*fhaase2*)
- [[e515e2ba](https://github.com/jina-ai/jina/commit/e515e2bac029ce5fb96cd1a4d052d94f27e63933)] __-__ __driver__: improve efficiency of topk filter (*Han Xiao*)
- [[089b9342](https://github.com/jina-ai/jina/commit/089b93422efcfafbd20d6b435f92d8bcb0d390ef)] __-__ __except__: move inherit from oserror to syserror (*Han Xiao*)
- [[4fa99d7f](https://github.com/jina-ai/jina/commit/4fa99d7fcd57e423c50fbd570cba7798d6207139)] __-__ clean up imports (*Nan Wang*)
- [[5eabbb46](https://github.com/jina-ai/jina/commit/5eabbb46f2bec40ae6c27626db7041081d9db6ee)] __-__ add docs (*Nan Wang*)
- [[5ec57d6d](https://github.com/jina-ai/jina/commit/5ec57d6dddf85c5edff632f620c3fdba35b27072)] __-__ fix the query bug in faiss (*Nan Wang*)

📗 Documentation

- [[e8e7a6bf](https://github.com/jina-ai/jina/commit/e8e7a6bf0269b33cd8bc949bd8da72cea08e6afb)] __-__ __readme__: zh (*Yue Liu*)
- [[517d01ad](https://github.com/jina-ai/jina/commit/517d01ad27b5fdbd39145e635cacf59b352d9641)] __-__ __readme__: ru (*Yue Liu*)
- [[6dcf3dfa](https://github.com/jina-ai/jina/commit/6dcf3dfa314d72741682191ceaf70db815294734)] __-__ __readme__: en (*Yue Liu*)
- [[71208c23](https://github.com/jina-ai/jina/commit/71208c23d97a31c62373819b5dceaef1c1c05eb0)] __-__ __readme__: ja (*Yue Liu*)
- [[95a05e6a](https://github.com/jina-ai/jina/commit/95a05e6a09cb8ac6d4ba8c93a643f48a58423b1f)] __-__ __readme__: fr (*Yue Liu*)
- [[8d3965ac](https://github.com/jina-ai/jina/commit/8d3965ac0ad2a4b4261e221a9b74a092deaf7b7d)] __-__ __readme__: de (*Yue Liu*)
- [[53c56e55](https://github.com/jina-ai/jina/commit/53c56e55f4e83fe693f664166223ee22a668ecaf)] __-__ __101__: restructure, rewrite (*Alex C-G*)
- [[df499241](https://github.com/jina-ai/jina/commit/df499241785d76ab37906b38a1e5afa3ec3eceef)] __-__ __101__: get up and running (*Alex C-G*)
- [[7ac80fb1](https://github.com/jina-ai/jina/commit/7ac80fb1867f1d8a939a7809eeb3940ca09048f2)] __-__ __101__: spacing (*Alex C-G*)
- [[a411b321](https://github.com/jina-ai/jina/commit/a411b3212da8929b635efa37c99ea46fd617f670)] __-__ __101__: Improve analogy (*Alex C-G*)
- [[802af445](https://github.com/jina-ai/jina/commit/802af4457bb459ed18a7149a922c977a90f6582c)] __-__ __101__: Pancake analogy in chunk section (*Alex C-G*)
- [[4d9103c7](https://github.com/jina-ai/jina/commit/4d9103c749566749a7d53dcbd26ac670511156b4)] __-__ __101__: rewording, formatting (*Alex C-G*)
- [[9ce44431](https://github.com/jina-ai/jina/commit/9ce44431c364b37c3aad1ac218ebba9a362c0f00)] __-__ __101__: what is jina/why neural search sections (*Alex C-G*)
- [[b6caa5dd](https://github.com/jina-ai/jina/commit/b6caa5dddf2ebc49d596a2a0f5e88aaad5d8528e)] __-__ __101__: link for yaml (*Alex C-G*)
- [[a0b88c90](https://github.com/jina-ai/jina/commit/a0b88c90c7c837296d0b77b208b3bb1a35380039)] __-__ __101__: delete huge spacing (*Alex C-G*)
- [[78216f26](https://github.com/jina-ai/jina/commit/78216f2686154331494a14dc19b82e92bf680dd7)] __-__ __101__: center all images (*Alex C-G*)
- [[11626bcd](https://github.com/jina-ai/jina/commit/11626bcda7e6e39c656b4f15a6f7b6fb38953dd6)] __-__ __101__: image center test 3 (*Alex C-G*)
- [[ec5464e8](https://github.com/jina-ai/jina/commit/ec5464e8709cf5735c1addf95f85369349241873)] __-__ __101__: image center test 2 (*Alex C-G*)
- [[628b0fc8](https://github.com/jina-ai/jina/commit/628b0fc8481f381ca5325b54825659d8eec963cb)] __-__ __101__: image center test (*Alex C-G*)
- [[7797b23a](https://github.com/jina-ai/jina/commit/7797b23a8541725c8c2ec97960ee99838cbc88ea)] __-__ __101__: edits, test image moving (*Alex C-G*)
- [[41c9a144](https://github.com/jina-ai/jina/commit/41c9a1441639f677bf71fc24da377535f7c94d78)] __-__ __101__: More rewording and editing; some pics removed (*Alex C-G*)
- [[ca42d9df](https://github.com/jina-ai/jina/commit/ca42d9dfa5245e36487b15e636e92f2d382d7405)] __-__ __101__: Comment out PDF button that doesnt link to PDF (*Alex C-G*)
- [[0a7a3b46](https://github.com/jina-ai/jina/commit/0a7a3b46dd2a48d0d578dba53e7531963543392f)] __-__ __101__: Rewriting (*Alex C-G*)
- [[d20b00dd](https://github.com/jina-ai/jina/commit/d20b00dd6cf4bfa524bc1ee3ab576609cccb5bcd)] __-__ __101__: Redo headings (*Alex C-G*)
- [[4f94c371](https://github.com/jina-ai/jina/commit/4f94c3719d3fb581a3716fb4602e35f7b4c55d00)] __-__ __101__: New section (*Alex C-G*)

🍹 Other Improvements

- [[22f29e39](https://github.com/jina-ai/jina/commit/22f29e39df2ea37b221c4ccbebe8326130970c3a)] __-__ 101 (*Han Xiao*)
- [[ffddeb04](https://github.com/jina-ai/jina/commit/ffddeb049ea057ece2a5f916e97b304ee80dbf6c)] __-__ __docs__: update TOC (*Jina Dev Bot*)
- [[fb8a68fa](https://github.com/jina-ai/jina/commit/fb8a68fa166fa744d46045a48b2e4e043448e42b)] __-__ __version__: bumping version to 0.2.8 (*Jina Dev Bot*)
- [[ca6ac545](https://github.com/jina-ai/jina/commit/ca6ac545937521b1e499e15b7073ee33a3b4b3de)] __-__ __version__: bumping version to 0.2.7 (*Jina Dev Bot*)
- [[f92a914e](https://github.com/jina-ai/jina/commit/f92a914ec260729123ad4783fc4223618db7e6cb)] __-__ update copyright header (*Jina Dev Bot*)

<a name="release-note-029"></a>

> Release time: 2020-06-15 22:01:52



🙇 We'd like to thank all contributors for this new release! In particular,
Han Xiao, Jina Dev Bot, Rutuja Surve, redram, fhaase2, 🙇


🆕 New Features

- [[0c0c8fef](https://github.com/jina-ai/jina/commit/0c0c8fefed3fc2005cb1ffd8c589e39d75faabcf)] __-__ __proto__: add details to error status (*Han Xiao*)
- [[08e9ddee](https://github.com/jina-ai/jina/commit/08e9ddee3fd1facf5b1b0503fb70520ef64511aa)] __-__ __peapod__: add function to propagate error message through workflow (*Rutuja Surve*)
- [[6dcdd488](https://github.com/jina-ai/jina/commit/6dcdd48862049ed3fe8b0cfe3bb671e6f0b77467)] __-__ add if expr to basedriver (*Han Xiao*)
- [[29aef4e3](https://github.com/jina-ai/jina/commit/29aef4e30493d84e7332042b3ba674dba47752bf)] __-__ __encoder__: improve wav2vec encoder with signal resampling (*redram*)

🐞 Bug fixes

- [[46d4f454](https://github.com/jina-ai/jina/commit/46d4f45458190d9f1e70efc47af5c2acbedffef7)] __-__ __proto__: move status outside of envelope (*Han Xiao*)
- [[633b92bb](https://github.com/jina-ai/jina/commit/633b92bbb55129a58d85ba37550bb0c4c9d568dc)] __-__ __logging__: profile and log streams non-blocking (*fhaase2*)

🚧 Code Refactoring

- [[74062a62](https://github.com/jina-ai/jina/commit/74062a6248c6f7ba0806292fc9f3e204aea430df)] __-__ __except__: reorganize the excepts (*Han Xiao*)
- [[b12f70a3](https://github.com/jina-ai/jina/commit/b12f70a35394027f172de151380f4a9949de3f07)] __-__ __pea__: improve error catch logic (*Han Xiao*)
- [[aca19304](https://github.com/jina-ai/jina/commit/aca19304dd322090b82b6b07db5f24af173a591b)] __-__ __pea__: improve error catching logics (*Han Xiao*)
- [[ca83488e](https://github.com/jina-ai/jina/commit/ca83488e4f9356b75c06f47411bed92c6a3ac495)] __-__ __crafter__: extract set_chunk method (*Han Xiao*)

📗 Documentation

- [[09f4c37d](https://github.com/jina-ai/jina/commit/09f4c37d45462cfc9f237c84ba21e5c6a0a1d601)] __-__ __driver__: add if to docstring (*Han Xiao*)

🍹 Other Improvements

- [[9ea6ca96](https://github.com/jina-ai/jina/commit/9ea6ca96b1d48540b404a7a78c3fe0d08139d217)] __-__ hotfix error catching (*Han Xiao*)
- [[0c573044](https://github.com/jina-ai/jina/commit/0c573044b9b229b5e6ad1f5688fb9f0b16339e46)] __-__ update copyright header (*Jina Dev Bot*)
- [[0fc81f80](https://github.com/jina-ai/jina/commit/0fc81f809114699a7dd35b13ce0e90b8f944afd8)] __-__ __docs__: update TOC (*Jina Dev Bot*)
- [[ca6ac545](https://github.com/jina-ai/jina/commit/ca6ac545937521b1e499e15b7073ee33a3b4b3de)] __-__ __version__: bumping version to 0.2.7 (*Jina Dev Bot*)

<a name="release-note-028"></a>

> Release time: 2020-06-12 15:58:02



🙇 We'd like to thank all contributors for this new release! In particular,
Jina Dev Bot, fhaase2, Han Xiao, Nan Wang, redram, joaopalottigmail.com, 🙇


🆕 New Features

- [[249201aa](https://github.com/jina-ai/jina/commit/249201aa590916e32b1068893d1092b1692e2ab1)] __-__ restore the unittests (*Nan Wang*)
- [[71a2023c](https://github.com/jina-ai/jina/commit/71a2023cd7a3185fc34730cf644aea6106e87bd1)] __-__ __encoder__: add wav2vec speech encoder (*redram*)
- [[7146c66d](https://github.com/jina-ai/jina/commit/7146c66de8e9477f9d819b31dd9d73a0a3b14553)] __-__ clean up (*Nan Wang*)
- [[a88c9719](https://github.com/jina-ai/jina/commit/a88c9719eac68beba3be854ea4b2191366c2da0f)] __-__ update the abstract (*Nan Wang*)
- [[b932c744](https://github.com/jina-ai/jina/commit/b932c744d66c5299981609bfedcc9120262ed5ac)] __-__ update the flow diagram (*Nan Wang*)
- [[c48cd974](https://github.com/jina-ai/jina/commit/c48cd974fc4a464a45c750198efd5b6988cd1a08)] __-__ add an example for the Specification (*Nan Wang*)
- [[ece5e21a](https://github.com/jina-ai/jina/commit/ece5e21a7154355dd305a004c538c42bacfa1b4c)] __-__ refactor the design (*Nan Wang*)
- [[f092fe95](https://github.com/jina-ai/jina/commit/f092fe953924a2fd4d285683c0f543703b37bb73)] __-__ refactoring the overall design (*Nan Wang*)
- [[1875eaff](https://github.com/jina-ai/jina/commit/1875eaffbdb01e88c319c5d965520ab2af071adf)] __-__ __client__: add input function sugar (*Han Xiao*)
- [[15cbac1d](https://github.com/jina-ai/jina/commit/15cbac1dcfcf063e7d088e6750ffe27ddf6ee993)] __-__ __crafters__: add audio crafters (*redram*)
- [[5302c162](https://github.com/jina-ai/jina/commit/5302c162431127690e2bfc03035a3991e00efb7e)] __-__ fix typos (*Nan Wang*)
- [[11e9e059](https://github.com/jina-ai/jina/commit/11e9e059fed854042ba9f09023258bd77fc2f6db)] __-__ add the 1st draft for JEP-3 (*Nan Wang*)
- [[9dfe9188](https://github.com/jina-ai/jina/commit/9dfe9188d8df75cf3fa1220e86d064be1cbd21df)] __-__ __crafter__: add buffer, data_uri, file_path convert (*Han Xiao*)
- [[c2d3e819](https://github.com/jina-ai/jina/commit/c2d3e8199ff38e85754b45d2fca96b28d72a5f8a)] __-__ __proto__: add mime_type to proto (*Han Xiao*)

🐞 Bug fixes

- [[f1530791](https://github.com/jina-ai/jina/commit/f1530791fd14e466a852e1fa01f9bc3d06f04568)] __-__ debug the unittest failures (*Nan Wang*)
- [[63a58484](https://github.com/jina-ai/jina/commit/63a584846594b15cebec93fe5f584e0c0939f805)] __-__ __crafter__: fix type hinting for numeric crafter (*redram*)
- [[3b83bad1](https://github.com/jina-ai/jina/commit/3b83bad1fd3b6378073e06947b3a56df2955d66c)] __-__ __crafter__: fix length in chunks of jieba crafter (*redram*)
- [[963ea7fb](https://github.com/jina-ai/jina/commit/963ea7fbcd4b51e6dc0b596feaad2e82e0294cfd)] __-__ __client__: fix mime_type warning (*Han Xiao*)
- [[b7e472e2](https://github.com/jina-ai/jina/commit/b7e472e22eb2a35e850da000d62b9492e3c0dac0)] __-__ __crafter__: fix content read when doc is pb already (*Han Xiao*)
- [[276e1420](https://github.com/jina-ai/jina/commit/276e1420bfddbb2f881a7a18659a5d716b3deff9)] __-__ fix typo in tests (*Han Xiao*)

🚧 Code Refactoring

- [[7239d6ab](https://github.com/jina-ai/jina/commit/7239d6abc05c18a664bf92d3163462312e259dd1)] __-__ string formatting (*fhaase2*)
- [[9de7dfd5](https://github.com/jina-ai/jina/commit/9de7dfd5613b6f304d3f707d2fc2c76338b10e7c)] __-__ make BaseRanker abstract (*Han Xiao*)
- [[36efe799](https://github.com/jina-ai/jina/commit/36efe79965af82bdcb72709c70d7490a8b5eba24)] __-__ __crafter__: remove unnecessary set (*Han Xiao*)
- [[0d69a09f](https://github.com/jina-ai/jina/commit/0d69a09f84124ec7cfa2fd0a0610d3c3ba520147)] __-__ merge with master (*Han Xiao*)
- [[a39371f7](https://github.com/jina-ai/jina/commit/a39371f750a5172dd9a8a3fbb5eb3bf2c941a7b7)] __-__ __crafter__: move mime type detect to driver (*Han Xiao*)

📗 Documentation

- [[08ff87dd](https://github.com/jina-ai/jina/commit/08ff87dda239177fb7396a0511cde7411763a5ed)] __-__ added support to the Portuguese language for 101 (*joaopalottigmail.com*)
- [[774e4757](https://github.com/jina-ai/jina/commit/774e4757522c57eea96eff0e4e13d4bcf59f5ece)] __-__ add google bit model tutorial (*Han Xiao*)

🏁 Unit Test and CICD

- [[87d90768](https://github.com/jina-ai/jina/commit/87d907684ac623ad09a72616e4bbd3e230b7f464)] __-__ fix cyclic imports (*Han Xiao*)
- [[8dae4456](https://github.com/jina-ai/jina/commit/8dae445609de447234f0ec891a7571813d97a623)] __-__ add a test for numpy indexing (*Han Xiao*)
- [[79e5f203](https://github.com/jina-ai/jina/commit/79e5f20328738d5c0ed960c21f79838e0a43cefe)] __-__ add test for unarydriver (*Han Xiao*)

🍹 Other Improvements

- [[f92a914e](https://github.com/jina-ai/jina/commit/f92a914ec260729123ad4783fc4223618db7e6cb)] __-__ update copyright header (*Jina Dev Bot*)
- [[ccc7f4be](https://github.com/jina-ai/jina/commit/ccc7f4be6bbc3dee90f41c304b50f90a21707d1e)] __-__ __docs__: update TOC (*Jina Dev Bot*)
- [[ffa9397b](https://github.com/jina-ai/jina/commit/ffa9397b028aba44f7f2c2250fbaacdbb37e11e6)] __-__ __version__: bumping version to 0.2.6 (*Jina Dev Bot*)
- [[f43d7563](https://github.com/jina-ai/jina/commit/f43d7563c7488e5e471328e58e368388892e3d68)] __-__ __version__: bumping version to 0.2.5 (*Jina Dev Bot*)
- [[dde1cd51](https://github.com/jina-ai/jina/commit/dde1cd51fd2e31e5f609a539811350fcb60a0904)] __-__ hotfix image reader (*Han Xiao*)
- [[a704586a](https://github.com/jina-ai/jina/commit/a704586a48adc32c2146b73dfe92b10565b7f1dd)] __-__ __version__: bumping version to 0.2.2 (*Jina Dev Bot*)
- [[e6ba1682](https://github.com/jina-ai/jina/commit/e6ba1682a69a2d40c9198f5789e7866f282f37bb)] __-__ __version__: bumping version to 0.2.1 (*Jina Dev Bot*)
- [[b72ad858](https://github.com/jina-ai/jina/commit/b72ad858744a0314facbaed27491befdb8dcd3c2)] __-__ hotfix release 0.2.0 (*Han Xiao*)
- [[25d5797f](https://github.com/jina-ai/jina/commit/25d5797fa995bee3966686bcd34434d0a87cc342)] __-__ release 0.2.0 (*Han Xiao*)
- [[ff63c7fc](https://github.com/jina-ai/jina/commit/ff63c7fc18019332207540f397daf5b950dc106d)] __-__ __version__: bumping version to 0.1.15 (*Jina Dev Bot*)
- [[97403ab2](https://github.com/jina-ai/jina/commit/97403ab2847f8670b8c888a553a369f057563b14)] __-__ hotfix for pokedex (*Han Xiao*)

<a name="release-note-027"></a>

> Release time: 2020-06-11 20:14:36



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


🆕 New Features

- [[52d0bbe7](https://github.com/jina-ai/jina/commit/52d0bbe73ff1bc652211ffd1e88f4818b0f32388)] __-__ __indexer__: add binary KVIndexer with better perf (*Han Xiao*)

🚧 Code Refactoring

- [[86a625d7](https://github.com/jina-ai/jina/commit/86a625d7cf1814abdb180326d0b059609f3bc27c)] __-__ __leveldb__: fix to new basepbindexer (*Han Xiao*)

📗 Documentation

- [[2aa59bd4](https://github.com/jina-ai/jina/commit/2aa59bd4693d97f64fa30ecf86a34c91c92ddbdb)] __-__ add explain on JINA_BINARY_DELIMITER (*Han Xiao*)

🍹 Other Improvements

- [[2ff9bbad](https://github.com/jina-ai/jina/commit/2ff9bbad79c485aaa46061d05e5be8500c0520a6)] __-__ hotfix improved chunkpbindexer (*Han Xiao*)
- [[352434dd](https://github.com/jina-ai/jina/commit/352434dd2ffd6db684c23b0c9572a6008b5b2bc1)] __-__ __docs__: update TOC (*Jina Dev Bot*)
- [[f43d7563](https://github.com/jina-ai/jina/commit/f43d7563c7488e5e471328e58e368388892e3d68)] __-__ __version__: bumping version to 0.2.5 (*Jina Dev Bot*)

<a name="release-note-026"></a>

> Release time: 2020-06-10 18:52:20



🙇 We'd like to thank all contributors for this new release! In particular,
Han Xiao, YueLiu-jina, Jina Dev Bot, boussoffara, fhaase2, joaopalottigmail.com, redram, Frederic Haase, Nan Wang, 🙇


🆕 New Features

- [[0c70bec9](https://github.com/jina-ai/jina/commit/0c70bec998c6e1c10f90127b949c855440603174)] __-__ __helloworld__: add option to change logserver (*joaopalottigmail.com*)
- [[5a54bb86](https://github.com/jina-ai/jina/commit/5a54bb8674bbed45156fa08b3c11d255a0202b93)] __-__ multi-field search (*Han Xiao*)
- [[699ac0aa](https://github.com/jina-ai/jina/commit/699ac0aa895bd7fe9b922c8cc8e76a473c656d89)] __-__ __gateway__: add convert driver to the gateway (*Han Xiao*)
- [[a16277ef](https://github.com/jina-ai/jina/commit/a16277efbf96362503e9c77a8beab65666103722)] __-__ __flow__: ingest by lines (*Han Xiao*)
- [[d0705377](https://github.com/jina-ai/jina/commit/d07053774dd9b010bc7542f6dcd20b2ed5e2f957)] __-__ __encoders__: add spectral audio encoders (*redram*)
- [[5475eef0](https://github.com/jina-ai/jina/commit/5475eef0d8db0458afa64464f78a5b801e8b7d72)] __-__ __logging__: use gevent as logging server (*fhaase2*)
- [[2fa5f458](https://github.com/jina-ai/jina/commit/2fa5f4587135286a24af193ea7091a4e4ed07cc1)] __-__ __crafters__: update SlidingWindowSegmenter for nlp (*fhaase2*)
- [[401faab7](https://github.com/jina-ai/jina/commit/401faab7f7f9465264aa20352a237615e9864a34)] __-__ __driver__: add override as an option to the driver (*Han Xiao*)
- [[c380214c](https://github.com/jina-ai/jina/commit/c380214c5c45d976b37dd2927a9b64d1854d87da)] __-__ __crafters__: fix docstring for SlidingWindowSegmenter (*fhaase2*)
- [[c6ef697b](https://github.com/jina-ai/jina/commit/c6ef697b5b21805b328228eded0a41d5011dff08)] __-__ __crafters__: add SlidingWindowSegmenter for nlp (*Frederic Haase*)
- [[5ecb5d14](https://github.com/jina-ai/jina/commit/5ecb5d147122a847ae471d9600773f9ce99bdabb)] __-__ __crafter__: make uri written lazy (*Han Xiao*)
- [[7146c66d](https://github.com/jina-ai/jina/commit/7146c66de8e9477f9d819b31dd9d73a0a3b14553)] __-__ clean up (*Nan Wang*)
- [[a88c9719](https://github.com/jina-ai/jina/commit/a88c9719eac68beba3be854ea4b2191366c2da0f)] __-__ update the abstract (*Nan Wang*)
- [[b932c744](https://github.com/jina-ai/jina/commit/b932c744d66c5299981609bfedcc9120262ed5ac)] __-__ update the flow diagram (*Nan Wang*)
- [[c48cd974](https://github.com/jina-ai/jina/commit/c48cd974fc4a464a45c750198efd5b6988cd1a08)] __-__ add an example for the Specification (*Nan Wang*)
- [[ece5e21a](https://github.com/jina-ai/jina/commit/ece5e21a7154355dd305a004c538c42bacfa1b4c)] __-__ refactor the design (*Nan Wang*)
- [[f092fe95](https://github.com/jina-ai/jina/commit/f092fe953924a2fd4d285683c0f543703b37bb73)] __-__ refactoring the overall design (*Nan Wang*)
- [[1875eaff](https://github.com/jina-ai/jina/commit/1875eaffbdb01e88c319c5d965520ab2af071adf)] __-__ __client__: add input function sugar (*Han Xiao*)
- [[15cbac1d](https://github.com/jina-ai/jina/commit/15cbac1dcfcf063e7d088e6750ffe27ddf6ee993)] __-__ __crafters__: add audio crafters (*redram*)
- [[5302c162](https://github.com/jina-ai/jina/commit/5302c162431127690e2bfc03035a3991e00efb7e)] __-__ fix typos (*Nan Wang*)
- [[11e9e059](https://github.com/jina-ai/jina/commit/11e9e059fed854042ba9f09023258bd77fc2f6db)] __-__ add the 1st draft for JEP-3 (*Nan Wang*)
- [[9dfe9188](https://github.com/jina-ai/jina/commit/9dfe9188d8df75cf3fa1220e86d064be1cbd21df)] __-__ __crafter__: add buffer, data_uri, file_path convert (*Han Xiao*)
- [[c2d3e819](https://github.com/jina-ai/jina/commit/c2d3e8199ff38e85754b45d2fca96b28d72a5f8a)] __-__ __proto__: add mime_type to proto (*Han Xiao*)

🐞 Bug fixes

- [[660bd8be](https://github.com/jina-ai/jina/commit/660bd8be715adec4b082191291d727a8b8f06ad5)] __-__ __crafter__: image reader (*Han Xiao*)
- [[ecf1321f](https://github.com/jina-ai/jina/commit/ecf1321f1bd48f3d13486becc7c76f89486e09cd)] __-__ __clients__: update docstring in clients (*YueLiu-jina*)
- [[76059773](https://github.com/jina-ai/jina/commit/760597737557bce10b3df4804fcc6870c71a1f28)] __-__ logic on set reducing-yaml-path (*Han Xiao*)
- [[a660a5ba](https://github.com/jina-ai/jina/commit/a660a5bafd1ed23d6d3f549602ae2e003016268c)] __-__ hide num_part and set default to 0 (*Han Xiao*)
- [[2e7a4043](https://github.com/jina-ai/jina/commit/2e7a40438991abd890c0f40ed679bcb0c21e760f)] __-__ __encoder__: fix embeds returns (*Han Xiao*)
- [[59c6175b](https://github.com/jina-ai/jina/commit/59c6175b543b7f47c84f5c2ed3bfac14548dad67)] __-__ __encoder__: remove np array convert (*Han Xiao*)
- [[39a97c73](https://github.com/jina-ai/jina/commit/39a97c73ebf6a9e643dc8eea221286181480d75e)] __-__ pb indexer flush (*Han Xiao*)
- [[c48b56fd](https://github.com/jina-ai/jina/commit/c48b56fdd4e8e3ff280369bcce76df80023aad24)] __-__ __docs__: suggestions for the flow docs (*joaopalottigmail.com*)
- [[aaa3a10f](https://github.com/jina-ai/jina/commit/aaa3a10f181cb35e65ebe21caf7db6961934fa65)] __-__ rename default yaml for pbindex (*Han Xiao*)
- [[4b3753af](https://github.com/jina-ai/jina/commit/4b3753af08e30ba9ccadd53f2fcd3f191f268f49)] __-__ __docs__: fixed minor typos in jina&#39;s 101 page (*joaopalottigmail.com*)
- [[93a91b57](https://github.com/jina-ai/jina/commit/93a91b578acd249095e95940d51ff46175143295)] __-__ __flow__: update docstring in flow (*YueLiu-jina*)
- [[aa8d5183](https://github.com/jina-ai/jina/commit/aa8d51839f0a79366e99c3301cc34eadada9c775)] __-__ __crafter__: fix args of the crafter (*Han Xiao*)
- [[8c04c14d](https://github.com/jina-ai/jina/commit/8c04c14d2960196e1a7e0ee78a72ef4a77c210e5)] __-__ __cli__: update CLI autocomplete (*Han Xiao*)
- [[63a58484](https://github.com/jina-ai/jina/commit/63a584846594b15cebec93fe5f584e0c0939f805)] __-__ __crafter__: fix type hinting for numeric crafter (*redram*)
- [[3b83bad1](https://github.com/jina-ai/jina/commit/3b83bad1fd3b6378073e06947b3a56df2955d66c)] __-__ __crafter__: fix length in chunks of jieba crafter (*redram*)
- [[963ea7fb](https://github.com/jina-ai/jina/commit/963ea7fbcd4b51e6dc0b596feaad2e82e0294cfd)] __-__ __client__: fix mime_type warning (*Han Xiao*)
- [[b7e472e2](https://github.com/jina-ai/jina/commit/b7e472e22eb2a35e850da000d62b9492e3c0dac0)] __-__ __crafter__: fix content read when doc is pb already (*Han Xiao*)
- [[276e1420](https://github.com/jina-ai/jina/commit/276e1420bfddbb2f881a7a18659a5d716b3deff9)] __-__ fix typo in tests (*Han Xiao*)

🚧 Code Refactoring

- [[92b491c0](https://github.com/jina-ai/jina/commit/92b491c07e4a5a7dc6ce7e2356b866395ccc0e60)] __-__ __flow__: refactor build inplace param (*fhaase2*)
- [[d045ca07](https://github.com/jina-ai/jina/commit/d045ca07c9f33a7f37483d6e59c1d850e95c6c85)] __-__ move num_part from args to proto (*Han Xiao*)
- [[e28a5ba5](https://github.com/jina-ai/jina/commit/e28a5ba556e3daf701cde510da1fc5bd2bb62867)] __-__ __driver__: move convert crafter to driver (*Han Xiao*)
- [[66dfe75d](https://github.com/jina-ai/jina/commit/66dfe75dc9a07bc687202da7ffcdffc279ae5115)] __-__ __proto__: add doc-level uri out of oneof content (*Han Xiao*)
- [[9de7dfd5](https://github.com/jina-ai/jina/commit/9de7dfd5613b6f304d3f707d2fc2c76338b10e7c)] __-__ make BaseRanker abstract (*Han Xiao*)
- [[36efe799](https://github.com/jina-ai/jina/commit/36efe79965af82bdcb72709c70d7490a8b5eba24)] __-__ __crafter__: remove unnecessary set (*Han Xiao*)
- [[0d69a09f](https://github.com/jina-ai/jina/commit/0d69a09f84124ec7cfa2fd0a0610d3c3ba520147)] __-__ merge with master (*Han Xiao*)
- [[a39371f7](https://github.com/jina-ai/jina/commit/a39371f750a5172dd9a8a3fbb5eb3bf2c941a7b7)] __-__ __crafter__: move mime type detect to driver (*Han Xiao*)

📗 Documentation

- [[b2cec94b](https://github.com/jina-ai/jina/commit/b2cec94b14c58a9d4217f36cc89bd6b7775e4f85)] __-__ add arabic 101 link (*boussoffara*)
- [[ad97be6f](https://github.com/jina-ai/jina/commit/ad97be6f567fcd20afe8b9b072f01aa0bcc85b9c)] __-__ __101 ar__: added arabic translation to jina 101 (*boussoffara*)
- [[8e9bff43](https://github.com/jina-ai/jina/commit/8e9bff43d6329679e7e2cfe6f3767f0ef791e284)] __-__ remove whitespace and fix typo chapter io (*Frederic Haase*)
- [[08ff87dd](https://github.com/jina-ai/jina/commit/08ff87dda239177fb7396a0511cde7411763a5ed)] __-__ added support to the Portuguese language for 101 (*joaopalottigmail.com*)
- [[774e4757](https://github.com/jina-ai/jina/commit/774e4757522c57eea96eff0e4e13d4bcf59f5ece)] __-__ add google bit model tutorial (*Han Xiao*)

🏁 Unit Test and CICD

- [[8dae4456](https://github.com/jina-ai/jina/commit/8dae445609de447234f0ec891a7571813d97a623)] __-__ add a test for numpy indexing (*Han Xiao*)
- [[79e5f203](https://github.com/jina-ai/jina/commit/79e5f20328738d5c0ed960c21f79838e0a43cefe)] __-__ add test for unarydriver (*Han Xiao*)

🍹 Other Improvements

- [[dde1cd51](https://github.com/jina-ai/jina/commit/dde1cd51fd2e31e5f609a539811350fcb60a0904)] __-__ hotfix image reader (*Han Xiao*)
- [[baa7ef93](https://github.com/jina-ai/jina/commit/baa7ef93e76a96b65b5166ba34678f30509b55e2)] __-__ fix format (*Han Xiao*)
- [[0a9c30e6](https://github.com/jina-ai/jina/commit/0a9c30e6ca47cba30ed3d5017961af302f83472a)] __-__ Update README.md (*Han Xiao*)
- [[3773f9ec](https://github.com/jina-ai/jina/commit/3773f9ec8a72a90552b74f00728aa8b4222ba3dc)] __-__ __readme__: add start from cookiecutter template (*Han Xiao*)
- [[5ae682a6](https://github.com/jina-ai/jina/commit/5ae682a62885f90134daa26666f6643f0b9bf01c)] __-__ fix format in readme (*Han Xiao*)
- [[b28bfc48](https://github.com/jina-ai/jina/commit/b28bfc48cc820063a8e9aab2397a093035431347)] __-__ __docs__: update TOC (*Jina Dev Bot*)
- [[7136d6b4](https://github.com/jina-ai/jina/commit/7136d6b41584348fd2a16d008ce2989f38dc27ed)] __-__ __version__: bumping version to 0.2.4 (*Jina Dev Bot*)
- [[8f73cba3](https://github.com/jina-ai/jina/commit/8f73cba3c627143ea973fb3d28b9d04b640821b2)] __-__ update copyright header (*Jina Dev Bot*)
- [[a2ccb20c](https://github.com/jina-ai/jina/commit/a2ccb20cbb1ef6084050b162b8b986c055b5e48c)] __-__ __version__: bumping version to 0.2.3 (*Jina Dev Bot*)
- [[a704586a](https://github.com/jina-ai/jina/commit/a704586a48adc32c2146b73dfe92b10565b7f1dd)] __-__ __version__: bumping version to 0.2.2 (*Jina Dev Bot*)
- [[e6ba1682](https://github.com/jina-ai/jina/commit/e6ba1682a69a2d40c9198f5789e7866f282f37bb)] __-__ __version__: bumping version to 0.2.1 (*Jina Dev Bot*)
- [[b72ad858](https://github.com/jina-ai/jina/commit/b72ad858744a0314facbaed27491befdb8dcd3c2)] __-__ hotfix release 0.2.0 (*Han Xiao*)
- [[25d5797f](https://github.com/jina-ai/jina/commit/25d5797fa995bee3966686bcd34434d0a87cc342)] __-__ release 0.2.0 (*Han Xiao*)
- [[ff63c7fc](https://github.com/jina-ai/jina/commit/ff63c7fc18019332207540f397daf5b950dc106d)] __-__ __version__: bumping version to 0.1.15 (*Jina Dev Bot*)
- [[97403ab2](https://github.com/jina-ai/jina/commit/97403ab2847f8670b8c888a553a369f057563b14)] __-__ hotfix for pokedex (*Han Xiao*)

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