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AI agents need more than just prompts - they work with tools & data. This presentation explores the evolution of agentic workflows & the specific mechanisms they use to interact with databases. We'll focus on the Model Context Protocol (MCP) & how it connects AI to Postgres, moving beyond basic RAG to more advanced data driven tools.
While RAG (Retrieval-Augmented Generation) is well-understood, it is often a one-way street. The next frontier is agents allowing models to interact with data, query, & reason over databases dynamically. The Model Context Protocol (MCP) is an industry standard that solves the fragmentation of tool-calling. This talk provides a practical, "how-to" guide for the popular open-source tools in that field & how they interact with PostgreSQL.
Speaker: Gleb Otochkin
Gleb, a Cloud Advocate at Google, specializes in database technologies & AI integration within data-driven applications. His expertise includes relational databases, data transformation & ETL, application development, data replication & integration solutions. He is a runner completing 2-4 marathons per year. In the past he participated in expeditions dedicated to oceanic research in the Pacific as oceanologist.
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