AI Deep Dive Series - Agent Memory for Building Robust, Accurate Agents
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Description:
Welcome to the weekly AI Deep Dive Webinar Series. Join us for deep dive tech talks on AI, hands-on experiences on code labs, workshops, and networking with speakers & fellow developers from all over the world.
Join Vectorize to learn how to leverage agent memory system to create production-ready AI agents that learn over time.
Tech Talk: RAG is Dead. Long Live Agent Memory
Speaker: Chris Latimer (Vectorize)
Abstract: RAG solved a problem: how to ground LLMs in in external knowledge. This was useful for basic chatbots. But in a world where we want autonomous agents to solve business problems, RAG fundamentally doesn't fit.
Agent memory systems are emerging as the new standard in AI architectures to solve problems like inconsistency, context rot, and hallucinations.
In this talk, we'll identify the root causes of these problems and explain how agent memory allows you to build robust, accurate agents that learn over time. We'll do a deep dive into Hindsight, an open source agent memory system that achieves state of the accuracy on benchmarks and in production. We'll see how Hindsight uses biomimetic data structures to produce agent memory that works more like human memory - and how you can use these capabilities to deliver agents you can trust in production.
Speakers/Topics:
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AI summary
By Meetup
Online AI Deep Dive webinar for AI developers on agent memory to build robust, accurate production-ready agents; learn Hindsight memory implementation.
AI summary
By Meetup
Online AI Deep Dive webinar for AI developers on agent memory to build robust, accurate production-ready agents; learn Hindsight memory implementation.