TLDR Tech / Data
Unified Context-Intent Embeddings for Scalable Text-to-SQL
Pinterest's Analytics Agent transforms data discovery and Text-to-SQL by leveraging 2,500+ analysts' query history, governance metadata, and AI-generated documentation into a centralized, semantically searchable knowledge base. By embedding SQL intent and structural patterns, the system delivers context-aware, asset-first analytics, achieving 40% user adoption, cutting documentation effort by 70%, and dramatically improving query reliability and data trust.
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