GATE bootstraps missing semantic groundings for text-to-SQL by testing open hypotheses through partial execution and storing the supported ones as reusable memory entries.
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Code Broker deploys a five-agent hierarchy that combines LLM semantic analysis with static linting to generate actionable Python code quality reports.
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Bootstrapping Semantic Layer from Execution for Text-to-SQL
GATE bootstraps missing semantic groundings for text-to-SQL by testing open hypotheses through partial execution and storing the supported ones as reusable memory entries.
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Code Broker: A Multi-Agent System for Automated Code Quality Assessment
Code Broker deploys a five-agent hierarchy that combines LLM semantic analysis with static linting to generate actionable Python code quality reports.