🙇 We'd like to thank all contributors for this new release! In partic…

…ular,

 samsja,  Charlotte Gerhaher,  Alex Cureton-Griffiths,  Nan Wang,  Anne Yang,  Johannes Messner,  Nikolas Pitsillos,  Kacper Łukawski,  Shukri,  Saba Sturua,  Aman Agarwal,  Aziz Belaweid,  Jackmin801,  AlaeddineAbdessalem,  Tanguy Abel,  Joan Fontanals,  Jina Dev Bot,  🙇

 - [[```2ea0acd7```](docarray@2ea0acd)] __-__ qdrant document index (docarray#1321) (*Kacper Łukawski*)
 - [[```046c8deb```](docarray@046c8de)] __-__ weaviate document index V2! (docarray#1367) (*Shukri*)
 - [[```bd41ce64```](docarray@bd41ce6)] __-__ elasticsearch(v8) document index  (docarray#1251) (*Anne Yang*)
 - [[```95c1eca3```](docarray@95c1eca)] __-__ read from remote csv file (docarray#1362) (*Charlotte Gerhaher*)
 - [[```444fb40a```](docarray@444fb40)] __-__ add validate search fields (docarray#1331) (*Saba Sturua*)
 - [[```02d66ed5```](docarray@02d66ed)] __-__ save image tensor to file (docarray#1335) (*Charlotte Gerhaher*)
 - [[```9b03d290```](docarray@9b03d29)] __-__ implement document equality (docarray#1329) (*Saba Sturua*)
 - [[```4e754567```](docarray@4e75456)] __-__ add pil load (docarray#1322) (*samsja*)
 - [[```90633c88```](docarray@90633c8)] __-__ docarray fastapi simple integration (docarray#1320) (*Saba Sturua*)
 - [[```d4277544```](docarray@d427754)] __-__ torch backend basic operation tests (docarray#1306) (*Aman Agarwal*)
 - [[```a002bca2```](docarray@a002bca)] __-__ elasticsearch document index (docarray#1196) (*Anne Yang*)
 - [[```6cd05f8b```](docarray@6cd05f8)] __-__ implement push/pull interface from JAC, file and s3 (docarray#1182) (*Jackmin801*)
 - [[```081a03f8```](docarray@081a03f)] __-__ __test__: DocumentArray method tests similar to list methods like reverse, sort, remove, pop (docarray#1291) (*Aman Agarwal*)
 - [[```70fa4fa7```](docarray@70fa4fa)] __-__ create documents from dict (docarray#1283) (*Saba Sturua*)
 - [[```11d013e8```](docarray@11d013e)] __-__ add `get_paths()` instead of v1 `from_files()` (docarray#1267) (*Charlotte Gerhaher*)
 - [[```38ee3a55```](docarray@38ee3a5)] __-__ add minimal logger (docarray#1254) (*Saba Sturua*)
 - [[```e2c9b646```](docarray@e2c9b64)] __-__ __index__: index data with union types (docarray#1220) (*Johannes Messner*)
 - [[```d8d36d77```](docarray@d8d36d7)] __-__ ad user defined mapping for python type to db type (docarray#1252) (*Charlotte Gerhaher*)
 - [[```ed4058cd```](docarray@ed4058c)] __-__ shift to mkdocs (docarray#1244) (*samsja*)

 - [[```f1d3ffd3```](docarray@f1d3ffd)] __-__ ingore push pull test (docarray#1403) (*samsja*)
 - [[```c45e3497```](docarray@c45e349)] __-__ fix push pull (docarray#1384) (*samsja*)
 - [[```b13b869a```](docarray@b13b869)] __-__ needs succes all test before pushing to pypi prelease (docarray#1388) (*samsja*)
 - [[```b2586e83```](docarray@b2586e8)] __-__ add back cd from v1 (docarray#1387) (*samsja*)
 - [[```8090d659```](docarray@8090d65)] __-__ add import checks and add weaviate doc index to index init (docarray#1383) (*Charlotte Gerhaher*)
 - [[```f577fcb2```](docarray@f577fcb)] __-__ fix install (docarray#1382) (*samsja*)
 - [[```7956a7c2```](docarray@7956a7c)] __-__ default dims=-1 for elastic index (docarray#1368) (*Anne Yang*)
 - [[```7b472490```](docarray@7b47249)] __-__ adjust remote file path in test and add toydata (docarray#1364) (*Charlotte Gerhaher*)
 - [[```760c106f```](docarray@760c106)] __-__ DocArrayStack to DocVec in docstrings (docarray#1347) (*Aman Agarwal*)
 - [[```4d9ff9d6```](docarray@4d9ff9d)] __-__ in `.to_bytes()` return type specific bytes (docarray#1341) (*Charlotte Gerhaher*)
 - [[```996f65f0```](docarray@996f65f)] __-__ fix type in es test (docarray#1338) (*samsja*)
 - [[```9b7c3e22```](docarray@9b7c3e2)] __-__ return audio, image specific types in `.load()` and `.load_bytes()` (docarray#1328) (*Charlotte Gerhaher*)
 - [[```9e03f082```](docarray@9e03f08)] __-__ mark es test as index (docarray#1314) (*samsja*)
 - [[```d73dc793```](docarray@d73dc79)] __-__ flatten schema of abstract index (docarray#1294) (*Anne Yang*)
 - [[```842664f8```](docarray@842664f)] __-__ remove files (docarray#1305) (*samsja*)
 - [[```2602472d```](docarray@2602472)] __-__ docstring polish typing (docarray#1299) (*samsja*)
 - [[```d86858d4```](docarray@d86858d)] __-__ rename DocArrayProto to DocumentArrayProto (docarray#1297) (*samsja*)
 - [[```89c2a0a9```](docarray@89c2a0a)] __-__ hnswlib doc index (docarray#1277) (*Johannes Messner*)
 - [[```d0656f97```](docarray@d0656f9)] __-__ add int, float and others to doc summary (docarray#1287) (*Charlotte Gerhaher*)
 - [[```33641271```](docarray@3364127)] __-__ proto ser and deser for nested tuple/dict/list (docarray#1278) (*samsja*)
 - [[```df6dc0bd```](docarray@df6dc0b)] __-__ doc summary for dict and set attributes (docarray#1279) (*Charlotte Gerhaher*)
 - [[```2af14cdf```](docarray@2af14cd)] __-__ bytes type in `TextDoc` and `VideoDoc` (docarray#1270) (*Charlotte Gerhaher*)
 - [[```17892890```](docarray@1789289)] __-__ disable pycharm da property detection (docarray#1262) (*Charlotte Gerhaher*)
 - [[```32b3191d```](docarray@32b3191)] __-__ move test to integration test (docarray#1260) (*samsja*)
 - [[```baebc194```](docarray@baebc19)] __-__ up arrow emoji display in readme on docarray.org (docarray#1034) (*Alex Cureton-Griffiths*)
 - [[```d594570f```](docarray@d594570)] __-__ __install docs__: consistency, grammar (docarray#1028) (*Alex Cureton-Griffiths*)

 - [[```fc1af117```](docarray@fc1af11)] __-__ change return type of find batched (docarray#1339) (*Nikolas Pitsillos*)
 - [[```c48d6c04```](docarray@c48d6c0)] __-__ rename stack (docarray#1376) (*samsja*)
 - [[```18ad2eab```](docarray@18ad2ea)] __-__ rename from_pandas to from_dataframe (docarray#1358) (*samsja*)
 - [[```dffb227f```](docarray@dffb227)] __-__ remove warning, align naming (docarray#1337) (*Johannes Messner*)
 - [[```a74b3bb4```](docarray@a74b3bb)] __-__ rename DocArray to DocList (docarray#1334) (*samsja*)
 - [[```221b440c```](docarray@221b440)] __-__ remove url validation (docarray#1333) (*Saba Sturua*)
 - [[```69c7a77e```](docarray@69c7a77)] __-__ map_docs_batch to map_docs_batched (docarray#1312) (*Charlotte Gerhaher*)
 - [[```d231f38a```](docarray@d231f38)] __-__ rename `Document` to `Doc` (docarray#1293) (*samsja*)
 - [[```b029b5e6```](docarray@b029b5e)] __-__ bytes to bytes_ in predefined documents (docarray#1273) (*Charlotte Gerhaher*)
 - [[```64532dd8```](docarray@64532dd)] __-__ __da__: remove tensor type from `DocumentArray` init (docarray#1268) (*samsja*)
 - [[```6707f4c9```](docarray@6707f4c)] __-__ doc index structure (docarray#1266) (*Saba Sturua*)
 - [[```d9d7bd78```](docarray@d9d7bd7)] __-__ rename filter to filter_docs to avoid shadowing of filtern (docarray#1257) (*Charlotte Gerhaher*)

 - [[```21da4625```](docarray@21da462)] __-__ add migration guide (docarray#1398) (*Charlotte Gerhaher*)
 - [[```5729a62a```](docarray@5729a62)] __-__ polish docs (docarray#1400) (*samsja*)
 - [[```0872b6b9```](docarray@0872b6b)] __-__ final round of fixes (docarray#1401) (*Alex Cureton-Griffiths*)
 - [[```2a02635e```](docarray@2a02635)] __-__ document index (docarray#1346) (*Nan Wang*)
 - [[```091004b1```](docarray@091004b)] __-__ fix style in collapsible box (docarray#1396) (*Anne Yang*)
 - [[```baa3cbc3```](docarray@baa3cbc)] __-__ resolve todos and incomplete sections and missing links (docarray#1394) (*Charlotte Gerhaher*)
 - [[```ce3fb6ee```](docarray@ce3fb6e)] __-__ fix doc store code snippet in README.md (docarray#1389) (*Charlotte Gerhaher*)
 - [[```85d41ef6```](docarray@85d41ef)] __-__ fix represent, intro (docarray#1390) (*Alex Cureton-Griffiths*)
 - [[```df126173```](docarray@df12617)] __-__ adjust file paths to main branch (docarray#1385) (*Charlotte Gerhaher*)
 - [[```dba02b3e```](docarray@dba02b3)] __-__ check docstrings and clean up (docarray#1373) (*Charlotte Gerhaher*)
 - [[```42523c7b```](docarray@42523c7)] __-__ tweak the readme (docarray#1372) (*Johannes Messner*)
 - [[```13c97fe1```](docarray@13c97fe)] __-__ add storing with file (docarray#1348) (*Nan Wang*)
 - [[```6c45d4b1```](docarray@6c45d4b)] __-__ add missing links and clean up (docarray#1370) (*Charlotte Gerhaher*)
 - [[```18f2a3f9```](docarray@18f2a3f)] __-__ add sending section (docarray#1350) (*Nan Wang*)
 - [[```f5b0ea32```](docarray@f5b0ea3)] __-__ __menu__: consistency, wording fixes (docarray#1363) (*Alex Cureton-Griffiths*)
 - [[```9a13f93c```](docarray@9a13f93)] __-__ fastapi integration section (docarray#1326) (*Saba Sturua*)
 - [[```b8f178ee```](docarray@b8f178e)] __-__ multi modalities (docarray#1317) (*Charlotte Gerhaher*)
 - [[```2f711438```](docarray@2f71143)] __-__ add DocList and DocVec section (docarray#1343) (*samsja*)
 - [[```f1bb4e4b```](docarray@f1bb4e4)] __-__ rewrite readme (docarray#1340) (*Johannes Messner*)
 - [[```0e18796f```](docarray@0e18796)] __-__ add torch and tf tensors to `Api references` section (docarray#1345) (*Charlotte Gerhaher*)
 - [[```a6f04fbb```](docarray@a6f04fb)] __-__ add audio2text showcase (docarray#1336) (*Aziz Belaweid*)
 - [[```c0718e57```](docarray@c0718e5)] __-__ add user guide (docarray#1292) (*samsja*)
 - [[```2aa7727b```](docarray@2aa7727)] __-__ fix map docstring (docarray#1311) (*samsja*)
 - [[```f3948bd3```](docarray@f3948bd)] __-__ fix docstring example of find_batched (docarray#1308) (*Johannes Messner*)
 - [[```4cba12fc```](docarray@4cba12f)] __-__ add utils section (docarray#1307) (*samsja*)
 - [[```9728bd5b```](docarray@9728bd5)] __-__ fix up english (docarray#1285) (*Alex Cureton-Griffiths*)
 - [[```a92c89b1```](docarray@a92c89b)] __-__ add explanation about id field (docarray#1242) (*Johannes Messner*)
 - [[```9c95f3ad```](docarray@9c95f3a)] __-__ remove docsqa (docarray#1214) (*AlaeddineAbdessalem*)
 - [[```13c8f149```](docarray@13c8f14)] __-__ fix opensearch docker compose yaml file (docarray#997) (*AlaeddineAbdessalem*)
 - [[```1fec2c24```](docarray@1fec2c2)] __-__ fixes for graphql, torch pages (docarray#1205) (*Alex Cureton-Griffiths*)
 - [[```5de8fd45```](docarray@5de8fd4)] __-__ fix small typo in pull (docarray#1158) (*Jackmin801*)
 - [[```fb72abd2```](docarray@fb72abd)] __-__ remove mention about future support for big data loading (docarray#1118) (*Tanguy Abel*)
 - [[```34403f7c```](docarray@34403f7)] __-__ fix urls to docs.docarray.org (docarray#1101) (*Alex Cureton-Griffiths*)
 - [[```dda41063```](docarray@dda4106)] __-__ scipy install (docarray#1086) (*Johannes Messner*)
 - [[```0a2b2736```](docarray@0a2b273)] __-__ remove ecosystem from docs (docarray#1092) (*Joan Fontanals*)
 - [[```5beeaaa7```](docarray@5beeaaa)] __-__ add calendar link to readme (docarray#1060) (*Johannes Messner*)

 - [[```56e11a3c```](docarray@56e11a3)] __-__ install poetry during release (docarray#1404) (*samsja*)
 - [[```aa346385```](docarray@aa34638)] __-__ add release template (docarray#1402) (*samsja*)
 - [[```a32e8e59```](docarray@a32e8e5)] __-__ fix install (docarray#1399) (*samsja*)
 - [[```2452c72f```](docarray@2452c72)] __-__ fix update of pyproject toml version (docarray#1395) (*samsja*)
 - [[```3ab98f89```](docarray@3ab98f8)] __-__ fix ci to do pre-release (docarray#1393) (*samsja*)
 - [[```30dee5a8```](docarray@30dee5a)] __-__ fix cd not running (docarray#1392) (*samsja*)
 - [[```570577dc```](docarray@570577d)] __-__ fix readme (docarray#1386) (*samsja*)
 - [[```aef8b626```](docarray@aef8b62)] __-__ make weaviate dependency optional (docarray#1381) (*Johannes Messner*)
 - [[```6e9510e6```](docarray@6e9510e)] __-__ fix logo readme (docarray#1380) (*samsja*)
 - [[```dbf2bba3```](docarray@dbf2bba)] __-__ prepare to merge to main branch (docarray#1377) (*samsja*)
 - [[```0f94d1a5```](docarray@0f94d1a)] __-__ ci use different worker for each DocIndex (docarray#1375) (*samsja*)
 - [[```fb6b02bc```](docarray@fb6b02b)] __-__ fix mypy (docarray#1371) (*samsja*)
 - [[```3f739aef```](docarray@3f739ae)] __-__ add instructions to pip installs and group extras (docarray#1281) (*Charlotte Gerhaher*)
 - [[```d5e87cd7```](docarray@d5e87cd)] __-__ add docstring test (docarray#1298) (*samsja*)
 - [[```5d48be80```](docarray@5d48be8)] __-__ __docs__: add ci and fix docs ui (docarray#1295) (*samsja*)
 - [[```bd34acd8```](docarray@bd34acd)] __-__ __version__: the next version will be 0.21.1 (*Jina Dev Bot*)
 - [[```ca2973f0```](docarray@ca2973f)] __-__ bump version (docarray#1023) (*Johannes Messner*)

chore: fix version num (docarray#1151)

Signed-off-by: samsja <[email protected]>

chore: bump version (docarray#1036)

Signed-off-by: Sami Jaghouar <[email protected]>

Signed-off-by: Sami Jaghouar <[email protected]>

docs: add pytorch training notebook (docarray#1011)

* docs: add tutorials notebook as md

Signed-off-by: Sami Jaghouar <[email protected]>

* chore: update readme

Signed-off-by: Sami Jaghouar <[email protected]>

* docs: aply j suggestion

Signed-off-by: Sami Jaghouar <[email protected]>

* feat: apply johannes suggestion

Co-authored-by: Johannes Messner <[email protected]>
Signed-off-by: samsja <[email protected]>

* feat: apply johannes suggestion

Co-authored-by: Johannes Messner <[email protected]>
Signed-off-by: samsja <[email protected]>

* feat: apply johannes suggestion

Co-authored-by: Johannes Messner <[email protected]>
Signed-off-by: samsja <[email protected]>

* Update docs/tutorials/mutlimodal_training_and_serving.md

Co-authored-by: Johannes Messner <[email protected]>
Signed-off-by: samsja <[email protected]>

* feat: apply johannes suggestion

Co-authored-by: Johannes Messner <[email protected]>
Signed-off-by: samsja <[email protected]>

* feat: apply johannes suggestion

Co-authored-by: Johannes Messner <[email protected]>
Signed-off-by: samsja <[email protected]>

* feat: apply johannes suggestion

Co-authored-by: Johannes Messner <[email protected]>
Signed-off-by: samsja <[email protected]>

* feat: apply johannes suggestion

Co-authored-by: Johannes Messner <[email protected]>
Signed-off-by: samsja <[email protected]>

* feat: apply johannes suggestion

Co-authored-by: Johannes Messner <[email protected]>
Signed-off-by: samsja <[email protected]>

* feat: apply johannes suggestion

Co-authored-by: Johannes Messner <[email protected]>
Signed-off-by: samsja <[email protected]>

* feat: apply johannes suggestion

Co-authored-by: Johannes Messner <[email protected]>
Signed-off-by: samsja <[email protected]>

* feat: apply johannes suggestion

Co-authored-by: Johannes Messner <[email protected]>
Signed-off-by: samsja <[email protected]>

* feat: apply johannes suggestion

Co-authored-by: Johannes Messner <[email protected]>
Signed-off-by: samsja <[email protected]>

* feat: apply johannes suggestion

Co-authored-by: Johannes Messner <[email protected]>
Signed-off-by: samsja <[email protected]>

* feat: apply johannes suggestion

Co-authored-by: Johannes Messner <[email protected]>
Signed-off-by: samsja <[email protected]>

* chore: add from pytorch to the readme

Signed-off-by: Sami Jaghouar <[email protected]>

* chore: fix type gint readme

Signed-off-by: Sami Jaghouar <[email protected]>

* feat: update notebook

Signed-off-by: Sami Jaghouar <[email protected]>

* feat: apply johannes suggestion

Co-authored-by: Johannes Messner <[email protected]>
Signed-off-by: samsja <[email protected]>

* feat: apply johanes suggestion

Signed-off-by: Sami Jaghouar <[email protected]>

* docs: add more text to the notebook

Signed-off-by: Johannes Messner <[email protected]>

* docs: update notebook

Signed-off-by: Sami Jaghouar <[email protected]>

* chore: update readme with shape

Signed-off-by: Sami Jaghouar <[email protected]>

* docs: fix title tuto

Signed-off-by: Sami Jaghouar <[email protected]>

* chore: reamde fix shape stuff

Signed-off-by: Sami Jaghouar <[email protected]>

* chore: fix python block

Signed-off-by: Sami Jaghouar <[email protected]>

Signed-off-by: Sami Jaghouar <[email protected]>
Signed-off-by: samsja <[email protected]>
Signed-off-by: Johannes Messner <[email protected]>
Co-authored-by: Johannes Messner <[email protected]>
Co-authored-by: Johannes Messner <[email protected]>

🙇 We'd like to thank all contributors for this new release! In partic…

…ular,

 Johannes Messner,  Charlotte Gerhaher,  samsja,  AlaeddineAbdessalem,  Anne Yang,  Han Xiao,  Michael Günther,  Alex Cureton-Griffiths,  Alvin Prayuda,  Jay Bhambhani,  Marco Luca Sbodio,  Jina Dev Bot,  🙇

 - [[```3e7f5149```](docarray@3e7f514)] __-__ add color to point cloud display (docarray#961) (*Charlotte Gerhaher*)
 - [[```7d998f16```](docarray@7d998f1)] __-__ add language attribute to RedisConfig (docarray#953) (*Anne Yang*)
 - [[```6ec0cf51```](docarray@6ec0cf5)] __-__ opensearch integration (docarray#853) (*Jay Bhambhani*)

 - [[```a9247095```](docarray@a924709)] __-__ doc from dataclass with list (docarray#1018) (*Charlotte Gerhaher*)
 - [[```18dd57f0```](docarray@18dd57f)] __-__ value extraction of point cloud colors enum in display (docarray#995) (*Charlotte Gerhaher*)
 - [[```a1f4a43f```](docarray@a1f4a43)] __-__ replace newline with whitespace to fix display in plot embeddings (docarray#963) (*Charlotte Gerhaher*)
 - [[```14433761```](docarray@1443376)] __-__ unwanted coercion in to_pydantic_model (docarray#949) (*Johannes Messner*)
 - [[```67d2b7cc```](docarray@67d2b7c)] __-__ calculate relevant docs on index instead of queries (docarray#950) (*Michael Günther*)
 - [[```4cde8c86```](docarray@4cde8c8)] __-__ remove broken link (docarray#937) (*samsja*)
 - [[```6bbcde82```](docarray@6bbcde8)] __-__ remove offset index create on list like false (docarray#936) (*Alvin Prayuda*)
 - [[```a5a6778a```](docarray@a5a6778)] __-__ add support for remote audio files (docarray#933) (*Charlotte Gerhaher*)
 - [[```35f68f9e```](docarray@35f68f9)] __-__ query operator $exists does not work correctly with tags (docarray#911) (docarray#923) (*Marco Luca Sbodio*)

 - [[```26e072cf```](docarray@26e072c)] __-__ link to v2 in the readme (docarray#1021) (*Johannes Messner*)
 - [[```8c1770f6```](docarray@8c1770f)] __-__ link to discord (docarray#1010) (*Johannes Messner*)
 - [[```7cf4056a```](docarray@7cf4056)] __-__ have less versions to avoid deployment timeout (docarray#977) (*AlaeddineAbdessalem*)
 - [[```12d41faf```](docarray@12d41fa)] __-__ fix data management section not appearing in documentation (docarray#967) (*AlaeddineAbdessalem*)
 - [[```b18f5da4```](docarray@b18f5da)] __-__ link to opensearch docs in sidebar (docarray#960) (*AlaeddineAbdessalem*)
 - [[```ceb16ec3```](docarray@ceb16ec)] __-__ multimodal to datatypes (docarray#934) (*Alex Cureton-Griffiths*)

 - [[```3940c5b0```](docarray@3940c5b)] __-__ fix evaluate tests (docarray#1014) (*Johannes Messner*)
 - [[```8895320d```](docarray@8895320)] __-__ remove doc stores from eval tests (docarray#1013) (*Johannes Messner*)
 - [[```a5493e97```](docarray@a5493e9)] __-__ stabalize milvus (docarray#1012) (*Johannes Messner*)
 - [[```7de23e66```](docarray@7de23e6)] __-__ increase docs deploy timeout (docarray#968) (*AlaeddineAbdessalem*)

 - [[```ca2973f0```](docarray@ca2973f)] __-__ bump version (docarray#1023) (*Johannes Messner*)
 - [[```6f805cd9```](docarray@6f805cd)] __-__ Debug ci (docarray#1002) (*Johannes Messner*)
 - [[```e812ec99```](docarray@e812ec9)] __-__ __ci__: hide hubble import (docarray#1001) (*samsja*)
 - [[```19e90bbd```](docarray@19e90bb)] __-__ update gov with tsc menbers (docarray#964) (*samsja*)
 - [[```60d12385```](docarray@60d1238)] __-__ fix readme (*Han Xiao*)
 - [[```ed690c89```](docarray@ed690c8)] __-__ add different python version to ci (docarray#935) (*samsja*)
 - [[```622e33fd```](docarray@622e33f)] __-__ __version__: the next version will be 0.20.2 (*Jina Dev Bot*)

🙇 We'd like to thank all contributors for this new release! In partic…

…ular,

 Alex Cureton-Griffiths,  Nan Wang,  anna-charlotte,  Anne Yang,  Jina Dev Bot,  🙇

 - [[```d9e5b26a```](docarray@d9e5b26)] __-__ add multiple connections to milvus (docarray#904) (*anna-charlotte*)
 - [[```07cb522b```](docarray@07cb522)] __-__ backwards compatibility for _is_subindex (docarray#903) (*Anne Yang*)

 - [[```59606d8b```](docarray@59606d8)] __-__ polish throughout (docarray#895) (*Alex Cureton-Griffiths*)

 - [[```245d8329```](docarray@245d832)] __-__ rename license to be consist with lfai standards (docarray#921) (*Nan Wang*)
 - [[```a9edde28```](docarray@a9edde2)] __-__ __version__: the next version will be 0.20.1 (*Jina Dev Bot*)

🙇 We'd like to thank all contributors for this new release! In partic…

…ular,

 samsja,  Anne Yang,  Alex Cureton-Griffiths,  anna-charlotte,  Johannes Messner,  Nan Wang,  Delgermurun,  Michael Günther,  dong xiang,  coolmian,  Joan Fontanals,  AlaeddineAbdessalem,  Jina Dev Bot,  🙇

 - [[```30cc6527```](docarray@30cc652)] __-__ support filtering based on text keywords for qdrant (docarray#849) (*Anne Yang*)
 - [[```f7aaba40```](docarray@f7aaba4)] __-__ add exclude fields metas parameter (docarray#891) (*anna-charlotte*)
 - [[```e087dfaa```](docarray@e087dfa)] __-__ store key frame indices when loading video tensor from uri (docarray#880) (*anna-charlotte*)
 - [[```8a4224d8```](docarray@8a4224d)] __-__ add max_rel_per_label to support recall for labeled data (docarray#826) (*Michael Günther*)
 - [[```7a5b0bf1```](docarray@7a5b0bf)] __-__ store distance scores in scores dict (docarray#873) (*anna-charlotte*)
 - [[```86c4cd4b```](docarray@86c4cd4)] __-__ update issue templates (*samsja*)
 - [[```ecf5d23b```](docarray@ecf5d23)] __-__ support root_id for storage backends (docarray#808) (*Anne Yang*)
 - [[```8ceff1e6```](docarray@8ceff1e)] __-__ add support to load multi page tiff files into chunks (docarray#845) (*anna-charlotte*)
 - [[```e2d4d19b```](docarray@e2d4d19)] __-__ milvus document store (docarray#587) (*Johannes Messner*)
 - [[```227b2e5f```](docarray@227b2e5)] __-__ add rgbd representation of 3d mesh (docarray#753) (*anna-charlotte*)

 - [[```83d1bc55```](docarray@83d1bc5)] __-__ native milvus len (docarray#885) (*Johannes Messner*)
 - [[```59db0ff1```](docarray@59db0ff)] __-__ remove cosine similarity field with false assignment (docarray#835) (*anna-charlotte*)
 - [[```52a07c0d```](docarray@52a07c0)] __-__ pull docarray with username/da-name format (docarray#856) (*Delgermurun*)
 - [[```67209b89```](docarray@67209b8)] __-__ milvus _get_docs_by_ids (docarray#859) (*Anne Yang*)
 - [[```4d9a678b```](docarray@4d9a678)] __-__ add support independent len calculation (docarray#840) (*dong xiang*)
 - [[```eeaba132```](docarray@eeaba13)] __-__ rebuild index when clear storage (docarray#837) (*Anne Yang*)
 - [[```7ddbb87f```](docarray@7ddbb87)] __-__ __docs__: correction document description (docarray#842) (*coolmian*)
 - [[```81e0500f```](docarray@81e0500)] __-__ change annlite extend to _extend (docarray#828) (*Anne Yang*)

 - [[```95d6c5f8```](docarray@95d6c5f)] __-__ __readme__: polish text (docarray#892) (*Alex Cureton-Griffiths*)
 - [[```5fce6b62```](docarray@5fce6b6)] __-__ __document__: minor correction in document description (docarray#834) (*coolmian*)
 - [[```523dd612```](docarray@523dd61)] __-__ add username to docarray pull (docarray#847) (*Delgermurun*)
 - [[```8470a0d3```](docarray@8470a0d)] __-__ fix broken docs (docarray#805) (*Joan Fontanals*)
 - [[```a21ae628```](docarray@a21ae62)] __-__ fix data management section (docarray#801) (*AlaeddineAbdessalem*)
 - [[```a30020e4```](docarray@a30020e)] __-__ change logic order according to blog (docarray#797) (*Anne Yang*)
 - [[```3a612d05```](docarray@3a612d0)] __-__ move cloud support to integrations (docarray#798) (*samsja*)

 - [[```5ea0fc65```](docarray@5ea0fc6)] __-__ milvus len with disabled list like (docarray#889) (*Johannes Messner*)
 - [[```ae49969e```](docarray@ae49969)] __-__ fix the wrong error msg (docarray#882) (*Nan Wang*)
 - [[```37c60011```](docarray@37c6001)] __-__ remove faulty test case (docarray#879) (*Johannes Messner*)
 - [[```008007e0```](docarray@008007e)] __-__ add scripts for sync-up the GH page of docarray (docarray#855) (*Nan Wang*)
 - [[```61fb708a```](docarray@61fb708)] __-__ align cd timeout with ci timeout (docarray#831) (*Johannes Messner*)

 - [[```41297abd```](docarray@41297ab)] __-__ bump docarray minor versiob (docarray#902) (*samsja*)
 - [[```4f388543```](docarray@4f38854)] __-__ remove error return in ci (docarray#888) (*Nan Wang*)
 - [[```67cf13ba```](docarray@67cf13b)] __-__ update governance (docarray#827) (*samsja*)
 - [[```e6c419cb```](docarray@e6c419c)] __-__ __ci__: fix milvus timeout issue (docarray#836) (*Johannes Messner*)
 - [[```b62d2036```](docarray@b62d203)] __-__ upload gifs for release notes 019 (docarray#792) (*Alex Cureton-Griffiths*)
 - [[```42617825```](docarray@4261782)] __-__ __version__: the next version will be 0.19.1 (*Jina Dev Bot*)
 - [[```1409e52e```](docarray@1409e52)] __-__ update docarray version (docarray#791) (*Joan Fontanals*)

chore(v2): update for release (docarray#875)

* chore: update readme with instal intrsuction

Signed-off-by: Sami Jaghouar <[email protected]>

* chore: update for release

Signed-off-by: Sami Jaghouar <[email protected]>

Signed-off-by: Sami Jaghouar <[email protected]>

🙇 We'd like to thank all contributors for this new release! In partic…

…ular,

 Sami Jaghouar,  samsja,  🙇

 - [[```369e2f99```](docarray@369e2f9)] __-__ pull docarray with username/da-name format (docarray#807) (docarray#812) (*samsja*)

 - [[```12772a2c```](docarray@12772a2)] __-__ bump docarray version (*Sami Jaghouar*)

🙇 We'd like to thank all contributors for this new release! In partic…

…ular,

 Joan Fontanals,  dong xiang,  Alex Cureton-Griffiths,  Anne Yang,  Johannes Messner,  samsja,  anna-charlotte,  Bob van Luijt,  AlaeddineAbdessalem,  Marco Luca Sbodio,  Nan Wang,  Michael Günther,  Dirk Kulawiak,  Jackmin801,  Nicholas Dunham,  Han Xiao,  Wang Bo,  Joan Fontanals Martinez,  Adrien,  Jina Dev Bot,  🙇

 - [[```6af88dc1```](docarray@6af88dc)] __-__ update weaviate server to v1.16.1 (docarray#750) (*Bob van Luijt*)
 - [[```706e8843```](docarray@706e884)] __-__ add flag to disable offsettoid in Offsettoid class (docarray#730) (*dong xiang*)
 - [[```56018e56```](docarray@56018e5)] __-__ support find by text and filter (docarray#740) (*Anne Yang*)
 - [[```02c7899f```](docarray@02c7899)] __-__ add display of 3d mesh (docarray#717) (*anna-charlotte*)
 - [[```bb9d1c3f```](docarray@bb9d1c3)] __-__ propagate context enter and exit to subindices (docarray#737) (*Johannes Messner*)
 - [[```c9886449```](docarray@c988644)] __-__ update weaviate server to v1.16.0 and client to 3.9.0 (docarray#736) (*Dirk Kulawiak*)
 - [[```1e56daf7```](docarray@1e56daf)] __-__ update qdrant version to 0.10.1  (docarray#726) (*Anne Yang*)
 - [[```c2e6f7bd```](docarray@c2e6f7b)] __-__ add login logout proxy methods (docarray#697) (*AlaeddineAbdessalem*)
 - [[```c38d82d2```](docarray@c38d82d)] __-__ Implementation of embed_and_evaluate (docarray#702) (*Michael Günther*)
 - [[```9a3e5707```](docarray@9a3e570)] __-__ add 3d data handling of mesh vertices and faces (docarray#709) (*anna-charlotte*)
 - [[```3f07f528```](docarray@3f07f52)] __-__ add docarray version to push (docarray#710) (*Han Xiao*)
 - [[```33ed48f5```](docarray@33ed48f)] __-__ __qdrant__: pass search_params in find (docarray#675) (*Anne Yang*)
 - [[```26e039b4```](docarray@26e039b)] __-__ add args to load_uri_to_video_tensor (docarray#663) (*anna-charlotte*)
 - [[```9a6a390b```](docarray@9a6a390)] __-__ add filter support for qdrant store (docarray#652) (*dong xiang*)
 - [[```191e6716```](docarray@191e671)] __-__ exception for all from generator calls on instance (docarray#659) (*anna-charlotte*)

 - [[```8f7c3278```](docarray@8f7c327)] __-__ sync sub index only when parent is synced (docarray#719) (*AlaeddineAbdessalem*)

 - [[```632c3ae1```](docarray@632c3ae)] __-__ allow backends not to implement list_like disabling (docarray#766) (*Johannes Messner*)
 - [[```63ef74b9```](docarray@63ef74b)] __-__ fix markup error in summary (docarray#739) (*Joan Fontanals*)
 - [[```e7a59e84```](docarray@e7a59e8)] __-__ add num_worker argument to embed_and_evalute and pass label_tag (docarray#731) (*Michael Günther*)
 - [[```92cc8b3a```](docarray@92cc8b3)] __-__ __redis__: convert score of search results to float (docarray#707) (*Anne Yang*)
 - [[```030f5b3e```](docarray@030f5b3)] __-__ initialize doc with dataclass obj and kwargs (docarray#694) (*anna-charlotte*)
 - [[```7ac67b04```](docarray@7ac67b0)] __-__ attribute error with empty list in dataclass (docarray#674) (*samsja*)
 - [[```108b9d26```](docarray@108b9d2)] __-__ patch annlite version (docarray#670) (*samsja*)
 - [[```4ad23982```](docarray@4ad2398)] __-__ from csv behaviour as staticmethod (docarray#646) (*anna-charlotte*)

 - [[```6b152e14```](docarray@6b152e1)] __-__ create enums for strings in dataclasses (docarray#704) (*Jackmin801*)

 - [[```97374ecd```](docarray@97374ec)] __-__ add docs about adding list-like behavior to docstores (docarray#762) (*dong xiang*)
 - [[```a0591c9f```](docarray@a0591c9)] __-__ polish benchmark text (docarray#789) (*Alex Cureton-Griffiths*)
 - [[```d5b1db90```](docarray@d5b1db9)] __-__ update weaviate benchmark results (docarray#773) (*Anne Yang*)
 - [[```cdba3cc9```](docarray@cdba3cc)] __-__ add list-like to table of parameters for all backends (docarray#768) (*Johannes Messner*)
 - [[```efc203f8```](docarray@efc203f)] __-__ add colab notebook for interactive 3d data visualization (docarray#749) (*anna-charlotte*)
 - [[```cc037a73```](docarray@cc037a7)] __-__ change song lyrics in example (docarray#746) (*Johannes Messner*)
 - [[```938c0617```](docarray@938c061)] __-__ add new benchmark page with SIFT1M dataset (docarray#691) (*Anne Yang*)
 - [[```e62026df```](docarray@e62026d)] __-__ remove swearing docarray#686 (docarray#712) (*Nicholas Dunham*)
 - [[```8f936426```](docarray@8f93642)] __-__ fix finetuner links in readme (docarray#706) (*Wang Bo*)
 - [[```3693c178```](docarray@3693c17)] __-__ use url instead of session state in version selector (docarray#693) (*Jackmin801*)
 - [[```4c90f4d2```](docarray@4c90f4d)] __-__ replace plot with display (docarray#689) (*Wang Bo*)
 - [[```2711aef1```](docarray@2711aef)] __-__ add versioned documentation (docarray#664) (*Jackmin801*)
 - [[```713d1b94```](docarray@713d1b9)] __-__ solve typo &docarray#34;as described&docarray#34; (docarray#650) (*Adrien*)
 - [[```eccf7711```](docarray@eccf771)] __-__ complement and rewrite evaluation docs (docarray#662) (*Michael Günther*)

 - [[```252c7144```](docarray@252c714)] __-__ update failing test (docarray#777) (*Joan Fontanals*)
 - [[```b5947de6```](docarray@b5947de)] __-__ impose jina dependencies at the end (docarray#747) (*AlaeddineAbdessalem*)
 - [[```f4b16ef2```](docarray@f4b16ef)] __-__ unpin rocksdict in tests (docarray#721) (*AlaeddineAbdessalem*)
 - [[```4bd96518```](docarray@4bd9651)] __-__ add bot that copies docstrings of overloaded methods (docarray#695) (*Johannes Messner*)
 - [[```418569e6```](docarray@418569e)] __-__ fix unexisting version in json (*Joan Fontanals Martinez*)
 - [[```3c40dfa3```](docarray@3c40dfa)] __-__ remove 32 patches from 0.13.x (docarray#705) (*Joan Fontanals*)
 - [[```ab8832f9```](docarray@ab8832f)] __-__ remove version that does not exist from json (*Joan Fontanals Martinez*)
 - [[```a38b1389```](docarray@a38b138)] __-__ add more versions to build old docs for (docarray#701) (*Joan Fontanals*)
 - [[```b9a42317```](docarray@b9a4231)] __-__ fix token check (docarray#685) (*Jackmin801*)
 - [[```41d89980```](docarray@41d8998)] __-__ fix first time build issue on build old docs (docarray#684) (*Jackmin801*)
 - [[```058e7263```](docarray@058e726)] __-__ fix docs building (docarray#679) (*Joan Fontanals*)
 - [[```77638268```](docarray@7763826)] __-__ fix docs building (docarray#677) (*Joan Fontanals*)
 - [[```7183c8dd```](docarray@7183c8d)] __-__ update github actions to avoid deprecation warnings (docarray#657) (*Joan Fontanals*)

 - [[```1409e52e```](docarray@1409e52)] __-__ update docarray version (docarray#791) (*Joan Fontanals*)
 - [[```2fd9a4b8```](docarray@2fd9a4b)] __-__ fix test find by text and filter (docarray#779) (*Anne Yang*)
 - [[```edc6350a```](docarray@edc6350)] __-__ add signed commit to contributing guideline (docarray#763) (*samsja*)
 - [[```d69e1c2b```](docarray@d69e1c2)] __-__ __ci__: update time out of tests (docarray#752) (*samsja*)
 - [[```a2ce9bbe```](docarray@a2ce9bb)] __-__ change type hint for tags in DocumentData (docarray#735) (*Marco Luca Sbodio*)
 - [[```097e353e```](docarray@097e353)] __-__ fix codecov badget (docarray#744) (*Nan Wang*)
 - [[```56bf46e1```](docarray@56bf46e)] __-__ allow test to pass even if commit name is not good (docarray#741) (*samsja*)
 - [[```8c7d38a9```](docarray@8c7d38a)] __-__ update trademark to lf ai (docarray#729) (*samsja*)
 - [[```1ddfdfa6```](docarray@1ddfdfa)] __-__ split tests with older proto version (docarray#725) (*Anne Yang*)
 - [[```a6784d0c```](docarray@a6784d0)] __-__ fix type gov (docarray#723) (*samsja*)
 - [[```1ee6077c```](docarray@1ee6077)] __-__ move setup reqs to pyproject (docarray#720) (*Jackmin801*)
 - [[```8a3b7612```](docarray@8a3b761)] __-__ bump annlite version (docarray#676) (*Joan Fontanals*)
 - [[```091a9897```](docarray@091a989)] __-__ remove reference to jina ai (docarray#692) (*samsja*)
 - [[```fffedf59```](docarray@fffedf5)] __-__ fix hint on building docarray proto (docarray#711) (*samsja*)
 - [[```0ceb397e```](docarray@0ceb397)] __-__ __readme__: add rich in the readme (docarray#703) (*samsja*)
 - [[```bfdccf5d```](docarray@bfdccf5)] __-__ move to the new hub url (docarray#669) (*samsja*)
 - [[```b8fe05b3```](docarray@b8fe05b)] __-__ bump version (docarray#673) (*Joan Fontanals*)
 - [[```209342ba```](docarray@209342b)] __-__ add pragma no cover to TYPE_CHECKING branch (docarray#665) (*Joan Fontanals*)
 - [[```c12e18d4```](docarray@c12e18d)] __-__ __version__: the next version will be 0.18.1 (*Jina Dev Bot*)
 - [[```3a888015```](docarray@3a88801)] __-__ bump minor version (docarray#655) (*AlaeddineAbdessalem*)