Top 3 Python unstructured-data Projects

towhee

12 1,772 9.6 Python

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

Project mention: What Is DocArray? | news.ycombinator.com | 2022-10-02

The description of this is kind of confusing but I think the easiest way to understand it is that it is a data processing pipeline of sorts. Take unstructured data and apply transformation and computation. A similar project to this is Towhee (https://github.com/towhee-io/towhee). This project tries to simplify unstructured data processing and provides pretrained models and pipelines from their hub.
docarray

13 1,636 9.7 Python

🧬 The data structure for multimodal data · Neural Search · Vector Search · Document Store

Project mention: [P] Code super clean multi-modal PyTorch models and easily serve them through FastAPI, using DocArray | reddit.com/r/MachineLearning | 2023-01-19

And last but not least: The features above are part of DocArray v2, which is currently in alpha and can be found here:https://github.com/docarray/docarray/tree/feat-rewrite-v2
Sonar

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bootcamp

0 1,033 5.9 Python

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc. (by milvus-io)

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-01-19.