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Datachain enables multimodal API calls and local AI inferences to run in parallel over many samples as chained operations. The resulting datasets can be saved, versioned, and sent directly to PyTorch and TensorFlow for training. Datachain can persist features of Python objects returned by AI models, and enables vectorized analytical operations over them. The typical use cases are data curation, LLM analytics and validation, image segmentation, pose detection, and GenAI alignment. Datachain...

Apache Gravitino is a high-performance, geo-distributed, and federated metadata lake. It manages metadata directly in different sources, types, and regions, providing users with unified metadata access for data and AI assets.

A command-line interface for the OpenGroupware Coils collaboration platform and OIE workflow solution. Using snurtle you can manage and examine the content of your Coils server as well as manage workflows all from a convenient command line interface

Storekeeper is small tool that helps you to keep an eye on your resources in home lab or workshop. It can be used in several places and, thanks to it's single-file and synchronize option, merge data between users.

A tool that parses SQL Select statements and generates a diagram. The diagram shows parts of the underlying SQL directly in the diagram. For example x=30 , GROUP BY (year), HAVING MIN(age) > 18. It is easy to see cartesian joins and/or loops.

Representation of events graphically on screen using SDL. External applications send a simple message and visual event renders animation on screen depicting the event taking place.

A group a subprojects for Data Cleaning projects, mainly as a step of a Data Mining Project. Visit www.datacleaningopensource.com to review our current applications or if you want to add yours. NOTE: PROGRAMMING SKILLS ARE REQUIRED.

Spire is a print stream converter/manipulator. It can transform print streams from Metacode to Postscript, Postscript to Metacode. PCL support will be added soon. Spire is also capable of sorting documents (think postal sortation) and added barcodes.

Drop is a graphical interface for the GPL project Wets (hosted in SourceForge). Wets is an ETL software.

Utilities for managing images of documents and their summaries produced during the discovery process for litigation.