This is the Linux app named DocArray whose latest release can be downloaded as Patchv0.39.1sourcecode.zip. It can be run online in the free hosting provider OnWorks for workstations.
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DocArray
DESCRIPTION
DocArray is a library for nested, unstructured, multimodal data in transit, including text, image, audio, video, 3D mesh, etc. It allows deep-learning engineers to efficiently process, embed, search, recommend, store, and transfer multimodal data with a Pythonic API. Door to multimodal world: super-expressive data structure for representing complicated/mixed/nested text, image, video, audio, 3D mesh data. The foundation data structure of Jina, CLIP-as-service, DALL·E Flow, DiscoArt etc. Data science powerhouse: greatly accelerate data scientists’ work on embedding, k-NN matching, querying, visualizing, evaluating via Torch/TensorFlow/ONNX/PaddlePaddle on CPU/GPU. Data in transit: optimized for network communication, ready-to-wire at anytime with fast and compressed serialization in Protobuf, bytes, base64, JSON, CSV, DataFrame. Perfect for streaming and out-of-memory data. One-stop k-NN: Unified and consistent API for mainstream vector databases.
Features
- IDE integration
- Pythonic experience
- Data in transit
- Data science powerhouse
- For modern apps
- Door to multimodal world
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/docarray.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
