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The state of Agentic AI and the need for Agentic Memory

Blog post from SurrealDB

Post Details
Company
Date Published
Author
Tobie Morgan Hitchcock
Word Count
962
Company Posts That Month
18
Language
English
Hacker News Points
-
Post removed?
No
Summary

At a pivotal moment in AI development, the emergence of Agentic AI marks a significant evolution from generative AI by enabling systems to act with autonomy and coordination, transforming extracted information into independent actions. This shift necessitates a rethinking of data architectures, as traditional models with their reliance on ETLs and pipelines are inadequate for the dynamic and context-aware demands of Agentic AI. The concept of "Agentic Memory" becomes crucial, requiring a real-time, interconnected knowledge base that allows agents to make informed, context-sensitive decisions. SurrealDB is presented as a solution designed to support this new paradigm with its multi-modal, real-time database capabilities, effectively addressing issues of data fragmentation and enabling seamless interaction among agents. The future success in this AI era will depend on the ability to develop composable decision systems driven by adaptive, goal-oriented execution, highlighting the need for databases to evolve into central components of agentic systems.

Trends Found in this Post
Trend Post Mentions Total Month Mentions Posts Companies MoM
AI Agents 13 2,199 513 173 -12%
Real-time 7 4,894 1,221 257 +19%
Multi-agent systems 1 412 77 48 +103%
RAG 1 1,241 200 92 +24%
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