LlamaIndex Agent Memory: From Short-Term Storage to Intelligent Retention скачать в хорошем качестве

LlamaIndex Agent Memory: From Short-Term Storage to Intelligent Retention

Join the LlamaIndex team for an exciting deep dive into the newest memory features transforming how agents retain and use context! 🚀Introducing: Improved Long & Short-Term Memory for LlamaIndex Agents Gone are the days when your agent forgot everything after a single interaction. In this session, we’ll showcase the evolution of LlamaIndex’s memory system—from basic message history to advanced long-term memory powered by static content, fact extraction, and vector search. Join us every Wednesday at 1pm EST for our live events. SUBSCRIBE NOW to get notified! Apply for The AI Engineering Bootcamp today! https://bit.ly/AIEbootcamp LLM Foundations - Email-based course https://bit.ly/4izQVKk Full LLM Engineering Cohort - Open-Source! https://bit.ly/42ha7Xy For team leaders, check out! https://bit.ly/41YtlA7 Join our community to start building, shipping, and sharing with us today! https://bit.ly/43HzDEP How'd we do? Share your feedback and suggestions for future events. https://forms.gle/z96cKbg3epXXqwtG6 Speakers: ​Dr. Greg, Co-Founder & CEO AI Makerspace   / gregloughane   The Wiz, Co-Founder & CTO AI Makerspace   / csalexiuk   00:00:00 Introduction and Welcoming Laura the Legend 00:03:36 Interactive Discussion with Tuan 00:05:52 Understanding Short-Term Memory in Agentic Applications 00:09:03 Understanding Token Limits and Memory Storage 00:12:10 Implementing Long-term Memory with Vector Stores 00:15:19 Exploring Short-term vs. Long-term Memory in AI Systems 00:18:23 Choosing Long-term Memory Implementations for AI Agents 00:21:32 Custom Memory Blocks: Implementation and Use 00:24:32 Memory Consistency in Distributed Agent Systems 00:27:32 Debugging Semantic Search Techniques 00:30:58 Challenges with Outdated Memory in AI Systems 00:34:31 Advancements in LLM Agent Systems with Memory Integration 00:36:54 Background Music Interlude