Скачать или смотреть Do LLMs Remember Like Humans? (The Truth About AI Memory)

🧪Hands-On Labs for Free - https://kode.wiki/4g4jXBx

LLMs don’t truly remember—most “memory” is just the context window, which varies by model and caps how much text fits in one turn, so this video shows how to engineer context and add RAG to simulate durable, grounded recall.

🧠 What You'll Learn:
✅ Context window basics (2K to 1M tokens)
✅ Context engineering techniques
✅ RAG implementation with OpenAI API
✅ Demo using Free Labs

⏰ Timestamps:
00:00 - Why is Memory a big limitation in LLMs?
00:26 - Understanding context windows in LLMs
01:16 - How to Choose the right model for your task?
02:00 - Context engineering and the apple farm example
03:11 - How RAG works with vector databases
03:57 - One Drawback in RAG
04:30 - Lab introduction and setup
05:08 - Lab Demo - Setting Up the Environment
05:32 - Lab Demo - Context Window (The Pi Digit Problem)
06:14 - Lab Demo - Context Engineering
07:22 - Lab Demo - Memory Management
08:19 - Lab Demo - Simple RAG System
09:52 - Key takeaways and best practices

🧪 Hands-On Labs for Free - https://kode.wiki/4g4jXBx

🔔 SUBSCRIBE for cutting-edge AI tutorials that actually matter!

Check out our learning paths at KodeKloud to get started:
▶️ DevOps Learning Path: https://bit.ly/DevOpsLearningPath-YT
▶️ Cloud: https://kode.wiki/CloudLearningPath
▶️ Linux: https://bit.ly/LinuxLearningPath
▶️ Kubernetes: https://bit.ly/KubernetesLearningPath
▶️ Docker: https://bit.ly/DockerLearningPath
▶️ Infrastructure as Code(IAC): https://bit.ly/IACLearningPath
▶️ Programming: https://bit.ly/ProgrammingLearningPath

#LLM #ContextWindow #LargeLanguageModels #RAG #RetrievalAugmentedGeneration #VectorDatabase #LLMMemory #ContextEngineering #PromptEngineering #TokenLimits #GPT4 #ClaudeAI #GeminiPro #OpenAI #MachineLearning #NLP #AITutorial #AIMemory #LLMLimitations #AIEducation #DeepLearning #TransformerModels #AIContext #LongTermMemory #ShortTermMemory #VectorSearch #AIOptimization #LLMTraining #MemoryManagement #AILabs #HandsOnAI #PracticalAI #AIImplementation #LLMDevelopment #aitools #kodekloud

For more updates on courses and tips, follow us on:
🌐 Website: https://kodekloud.com/
🌐 LinkedIn:   / kodekloud  
🌐 Twitter:   / kodekloudhq  
🌐 Facebook:   / kodekloudhq  
🌐 Instagram:   / kodekloud  
🌐 Blog: https://kodekloud.com/blog/