ICYMI - New blog on that breaks down three key components of data-driven agentic AI applications. BLUF: #ElastiCache #Valkey for session stores, Aurora #PostgreSQL or #Opensearch for vector search, and #AmazonNeptune for knowledge graphs and long term memory! Thanks, Marc Brooker, David Josue Castro, and Vlad Vlasceanu, for sharing!
What powers an agentic AI application? Marc Brooker breaks down key three components behind scalable agent infrastructure ➡️ https://lnkd.in/grEMikHF 1️⃣ Context management: think of this as the AI's working memory - crucial for maintaining coherent, contextual interactions 2️⃣ Reasoning & planning engine: the neural core that drives decision-making through sophisticated prompt engineering 3️⃣ Tool execution framework: where thoughts transform into actions, enabling real-world impact Open-source protocols, like the Model Context Protocol (MCP), standardize these interactions to help unlock scalability and efficiency. How do you see this architecture evolving as we continue to push the boundaries of AI capabilities? Bookmark this blog to save for your weekend reading 🔖
