TechTowards Data Scienceabout 10 hours ago
Multi-Agent Pipeline Replaces Single Agent for SQL
1 min read
A developer replaced a single-agent text-to-SQL architecture with a multi-agent pipeline after the single agent failed on complex queries. The single agent bloated its context with failed attempts and contradictions. Specialized agents now handle intent decomposition, schema mapping, query generation, and validation separately.
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