Remember Forever: How Persistent AI Memory Works (Day 28/60) скачать в хорошем качестве

Remember Forever: How Persistent AI Memory Works (Day 28/60)

An AI that helps you on Monday but forgets you on Wednesday isn't a teammate—it's a tool with a memory leak. In Day 28 of Study Buddy with Notebook LM, we end AI Amnesia by diving into Persistent Memory. Relying only on short-term conversational history creates a hard ceiling on an AI's value. We break down the fix: Vector Databases. Learn how agentic systems store data as "embeddings"—mathematical representations of knowledge that allow the AI to retrieve relevant past experiences. We explore how frameworks like MemGPT treat memory like an operating system, using virtual context switching to maintain Stateful Reasoning across weeks, months, or years. In this session, you will master: Episodic vs. Semantic Memory: Storing specific events versus general facts. Vector Representations: How embeddings turn human language into searchable math. Contextual Continuity: Turning "passive sessions" into a learning digital workforce. Stateful Reasoning: The architecture behind AI that adapts to your unique business nuances. Stop restating your preferences. Build an AI that remembers. Transform your tools into coworkers. #aimemory #vectordb #agenticai #notebooklm #rag #studybuddy #StatefulAI #MemGPT #machinelearning #artificialintelligence #systemarchitecture #aiops #futureofwork #datascience #knowledgemanagement