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Analyzes SQL statements to determine and annotate difficulty levels based on structural complexity.
Distinct from Difficulty Tiers: Distinct from pedagogical difficulty tiers; this is a technical analysis of SQL query complexity.
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DataFlow is an agent-based workflow orchestrator and data pipeline designed to synthesize, clean, and augment large-scale datasets for training large language models. It functions as a synthetic data generator and text curation tool, utilizing an intelligent assistant to assemble modular processing operators into functional pipelines based on user requirements. The project distinguishes itself through a low-code approach, providing a web-based visual interface for designing and monitoring multi-stage execution flows. It features an operator-based registry system that allows for the integratio
Annotates SQL statements with difficulty levels based on component complexity and execution challenges.