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Awesome GitHub RepositoriesWorkflow Scaling Utilities
Tools for optimizing performance in heavy data processing workloads.
Distinguishing note: Focuses on scaling strategies for extraction workflows.
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Awesome Workflow Scaling Utilities GitHub Repositories
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- google/langextract
google/langextract
33,310View on GitHubLangextract is a framework designed to transform unstructured text into structured, machine-readable data using language model orchestration. It provides a high-performance pipeline that processes large volumes of narrative text by utilizing parallel execution and sequential extraction passes. The library is built to handle complex data extraction tasks, including specialized support for clinical information and medical entity relationship recognition. The project distinguishes itself through a plugin-based architecture that supports both local hardware execution and cloud-hosted model endpoi
Maintains high performance during large document processing via parallel execution and multi-pass extraction.
Pythongeminigemini-aigemini-api
