@docarray

The data structure for multimodal data · Neural Search · Vector Search · Document Store https://xitter.cf/t.co/1TMkliw3N5

 Berlin, Germany
docarray.org
Joined November 2022
  • Tweets104
  • Following17
  • Followers427
39Media
OMG finally 😻 what a merge! It's done, we pressed the release button for DocArray v2 🎉 If you're building a machine learning application that deals with multimodal data, then DocArray is the way to go 😼 github.com/docarray/docarray
14
39
8,233
We've just released DocArray 0.40. See the release notes here. github.com/docarray/docarray…

Release 💫 Release v0.40.0 · docarray/docarray

Release Note (0.40.0) Release time: 2023-12-22 12:12:15 This release contains 1 new feature, 3 bug fixes and 2 documentation improvements. 🆕 Features Add Epsilla connector (#1835) We have integra...

github.com
2
1
4
1,427
We've just released DocArray 0.39.1. See the release notes here. github.com/docarray/docarray…

Release 💫 Patch v0.39.1 · docarray/docarray

Release Note (0.39.1) Release time: 2023-10-23 08:56:38 This release contains 2 bug fixes. 🐞 Bug Fixes From_dataframe with numpy==1.26.1 (#1823) A recent update to numpy has changed some of the v...

github.com
1
1
2
206
🚨DocArray now fully supports @pydantic v2 ! We have been working on supporting both versions of Pydantic and we finally released it today with DocArray v0.39. It brings better performance overall of about +20% and more than +240% faster serialization of complex tensor!
1
7
1
12
1,146
See the full release notes here github.com/docarray/docarray…

Release 💫 Release v0.39.0 · docarray/docarray

Release Note (0.39.0) Release time: 2023-10-02 13:06:02 This release contains 4 new features, 8 bug fixes, and 7 documentation improvements. 🆕 Features Support for Pydantic v2 🚀 (#1652) The bigge...

github.com
1
1
912
🎉@docarray is now an Incubation Stage project! Their dynamic schemas, vectorDBs integration, and seamless framework compatibility are fueling their journey of success. Join us in celebrating their achievements! 🌟 Read more: hubs.la/Q01ZQdBk0
9
3
9
1,198
We've just released DocArray v0.37, featuring: 👉 @milvusio integration 👉 Filtering in HnswDocumentIndex 👉 Pre-filtering in InMemoryExactNNIndex 👉 Choosing your own tensor format in DocVec 👉 And more! Read the release notes now: github.com/docarray/docarray…

Release 💫 Release v0.37.0 · docarray/docarray

Release Note (0.37.0) Release time: 2023-08-03 03:11:16 This release contains 6 new features, 5 bug fixes, 1 performance improvement and 1 documentation improvement. 🆕 Features Milvus Integration...

github.com
3
2
9
633
DocArray 0.36 is out! 🥳 New features: 👉 JAX Integration 👉 Redis Integration Plus faster searching with HnswDocumentIndex and multiple bug fixes! github.com/docarray/docarray…

Release 💫 Release v0.36.0 · docarray/docarray

Release Note (0.36.0) Release time: 2023-07-18 14:43:28 This release contains 2 new features, 5 bug fixes, 1 performance improvement and 1 documentation improvement. 🆕 Features JAX Integration (...

github.com
7
3
11
1,323
DocArray retweeted
Jina AI@JinaAI_10 Jul 2023
We've updated Jina to 3.19 with new features: 👉 Support for all versions of @DocArray 👉 Hubble adapts to the local DocArray version 👉 Support for pulling from private registries using Kubernetes secrets 👉 Rewrote documentation for new DocArray github.com/jina-ai/jina/rele…

Release 💫 Release v3.19.0 · jina-ai/serve

Release Note (3.19.0) Release time: 2023-07-10 09:01:16 This release contains 3 new features, 4 bug fixes, and 3 documentation improvements. 🆕 Features Jina is now compatible with all versions o...

github.com
6
1
6
1,132
DocArray retweeted
JoanFM@JoanFM_10 Jul 2023
Finally we have managed to bring all the new benefits introduced with @docarray refactor into github.com/jina-ai/jina. Now you can serve your models and applications with your own types and schemas. Jina adapts to your data instead of forcing you to adapt to Jina expected schema

GitHub - jina-ai/serve: ☁️ Build multimodal AI applications with cloud-native stack

☁️ Build multimodal AI applications with cloud-native stack - jina-ai/serve

github.com
Jina AI@JinaAI_10 Jul 2023
We've updated Jina to 3.19 with new features: 👉 Support for all versions of @DocArray 👉 Hubble adapts to the local DocArray version 👉 Support for pulling from private registries using Kubernetes secrets 👉 Rewrote documentation for new DocArray github.com/jina-ai/jina/rele…

Release 💫 Release v3.19.0 · jina-ai/serve

Release Note (3.19.0) Release time: 2023-07-10 09:01:16 This release contains 3 new features, 4 bug fixes, and 3 documentation improvements. 🆕 Features Jina is now compatible with all versions o...

github.com
1
5
6
498
We all love when a perfect couple finds each other, like DocArray and Otter. DocArray brings native multi-modal data structures to Otter, a native multi-modal model trained for in-context and few-shot learning. See how in this article from Jina AI. jina.ai/news/docarray-and-th…
3
13
1
20
5,336
DocArray 0.35.0 is out! 🥳 New features: 👉DocVec now has the same serialization interface as DocList 👉File format validation on URLs 👉New methods to create BaseDoc instances from schemas github.com/docarray/docarray…

Release 💫 Release v0.35.0 · docarray/docarray

Release Note (0.35.0) This release contains 3 new features, 2 bug fixes and 1 documentation improvement. 🆕 Features More serialization options for DocVec (#1562) DocVec now has the same serializat...

github.com
1
8
6
1,264
Love @langchain 🦜⛓️? Love DocArray? Langchain just launched their new integrations hub and DocArray is right there in the mix - twice! The best part: You can even give us a ❤️ integrations.langchain.com/v…
13
1
25
4,940
DocArray 0.34.0 is out! 🥳 🚨 BREAKING CHANGE: Requires Python 3.8 or higher! New features: 🔍 Nested search in InMemoryExactNNIndex 💡 Easily check if a Document is already in a DocumentIndex ⚡️ Deserialize DocVec directly to numpy, torch, or tf github.com/docarray/docarray…

Release 💫 Release v0.34.0 · docarray/docarray

Release Note (0.34.0) Release time: 2023-06-21 08:15:43 This release contains 2 breaking changes, 3 new features, 11 bug fixes, and 2 documentation improvements. 💣 Breaking Changes Terminate Pyth...

github.com
2
9
1
15
2,455
more replies
💡 Easily check if a Document is already in a DocumentIndex Just use the `in` keyword to see if a Document has already been indexed.
1
1
1
83
⚡️Deserialize DocVec directly to numpy, torch, or tf When you deserialize a DocVec from Protobuf, you can now choose if its tensors should be loaded to numpy, pytorch, or tensorflow:
78
🎉 Excited to introduce DocArrayRetriever in @langchain! Looking to link external data to LLMs? @docarray is your key to: 1⃣ Representing data flexibly 2⃣ Numerous data storage options 3⃣ Smooth integration into Langchain Follow this thread for a step-by-step guide 🧵 1/5
2
11
16
1,232
[1] @supabase integration: supabase.com/docs/guides/ai/… Tair (@AlibabaGroup) integration: gpt-index.readthedocs.io/en/… In-memory stores using @docarray: gpt-index.readthedocs.io/en/… gpt-index.readthedocs.io/en/…

Learn how to integrate Supabase with LlamaIndex, a data framework for your LLM applications. |...

Learn how to integrate Supabase with LlamaIndex, a data framework for your LLM applications.

supabase.com
1
2
1
8
2,884
DocArray retweeted
samsja
@samsja197 Jun 2023
This is a big deal. Now @jinaAI_ fully support @docarray v2 and allows to build multi-modal AI API with an experience similar to @FastAPI Here is how it looks like now
Jina AI@JinaAI_7 Jun 2023
We've updated Jina to 3.17, focusing on compatibility with @DocArray v2. 👉Flows and Deployments fully support DocArray v2 👉Support includes HTTP, gRPC, and WebSocket Now you have the capacity and expressivity of DocArray v2 with all the power of Jina. github.com/jina-ai/jina/rele…
1
3
15
2,094
Thrilled to see @docarray in action within @DeepLearningAI_'s Langchain course, delivered by @AndrewYNg and @hwchase17! DocArrayInMemorySearch really is an excellent foundation for kickstarting your own LLM applications with @langchain
3
22
1
79
16,807
Load more