More powerful search: Rethinking RAG agents

Описание: The future of intelligent search starts with rethinking RAG, retrieval augmented generation. By harnessing the power of MCP (Model context protocol) and Agent2Agent Protocol, we can streamline model communication and form the building blocks of modern Agentic AI workflows.

Through a series of demos, Sr. AI developer advocate David VonThenen reframes RAG workloads with MCP and Agent2Agent protocols.

Time stamps:
00:00: Agenda – rethinking RAG and search
00:55: What is MCP (model context protocol)
01:05: MCP architecture
02:27: What is Agent2Agent protocol
03:19: Agent2Agent architecture
04:01: The building blocks of Agentic AI
05:27: MCP security risks and release improvements
10:48: Enhanced data search with MCP (demo)
18:03: Concentrating knowledge with A2A small SMEs
20:40: Resources

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