Building Brain-Like Memory for AI | LLM Agent Memory Systems

Implementing multiple memory systems into Language Model Agents! Resources: Agentic Memory Repo - https://github.com/ALucek/agentic-memory/tree/main Types of Memory - https://www.psychologytoday.com/us/basics/memory/types-of-memory Cognitive Architectures for Language Agents - https://arxiv.org/pdf/2309.02427 A Survey on the Memory Mechanism of Large Language Model based Agents - https://arxiv.org/pdf/2404.13501 Memory for Agents Blog - https://blog.langchain.dev/memory-for-agents/ Chapters: 00:00 - Why Agents Need Memory 03:14 - Working: Explanation 05:55 - Working: Implementation 08:31 - Episodic: Explanation 11:45 - Episodic: Implementation 22:01 - Semantic: Explanation 24:23 - Semantic: Implementation 30:16 - Procedural: Explanation 34:05 - Procedural: Implementation 39:24 - Memory Discussion #programming #datascience #deeplearning