How LLMs Remember Your Conversations

🔍 How LLMs Remember Conversations | Model Context Protocol Explained (With Code Examples) Ever wondered how AI models like ChatGPT, Claude, or Gemini remember your conversation history? In this video, we’ll demystify the Model Context Protocol (MCP) — a core technique behind contextual AI conversations. 👉 Learn how short-term memory (context windows) and long-term memory (embeddings + vector databases) work together to power intelligent, stateful AI systems. We’ll cover: ✅ What is context in LLMs? ✅ How token limits work and what sliding windows are. ✅ Truncation, summarization, and selective pruning strategies. ✅ How to build your own context-aware service using Python + Flask. ✅ Best practices for production-ready AI APIs. Whether you’re building AI chatbots, recommendation engines, or workflow assistants — this guide is packed with visuals, concepts, and code you can use today. 📌 Subscribe for more AI engineering insights and practical tutorials! #ChatGPT #LangChain #AIEngineering #ModelContextProtocol #OpenAI #LLM #Python #AIDevelopment #StatefulAI #VectorDB #Embeddings Don't forget to like 👍, share 📤 this video, and subscribe 📥 for more insightful content on career growth and technical skills.📈 Stay tuned for our upcoming content on the latest advancements in the world of technology, data processing, and career development. Let's embark on this knowledge-packed adventure together! Tech&Career Bytes: Empowering software professionals with insights on career, leadership, and technology trends for success.🚀 Tech&Career Bytes is your gateway to insights and guidance from a seasoned software professional with over two decades of industry experience. Starting as a developer and rising to leadership positions in a renowned product-based organization, I've played pivotal roles in conceiving, designing, developing, and launching numerous products. Must READ for Continuous Learning: • Building Microservices - https://amzn.to/4bFM7Ql • Mastering System Design: https://bit.ly/3S05RGS • Head First Design Patterns: https://amzn.to/3uDtN9F • Clean Code: A Handbook of Agile Software Craftsmanship: https://bit.ly/470W9Zf • Java Concurrency in Practice: https://bit.ly/486vtqz • Java Performance: The Definitive Guide:https://bit.ly/484BAMk • Designing Data-Intensive Applications: https://bit.ly/3uDu4cH • Designing Distributed Systems: https://amzn.to/487C7NV • Clean Architecture: https://bit.ly/3RwMiWx • Kafka – The Definitive Guide: https://amzn.to/3NaWUHZ • Becoming An Effective Software Engineering Manager: https://amzn.to/3NHewv8 #systemdesign #softwareengineer #interviewpreparation #DataProcessing #TechEvolution #CareerGrowth #SoftwareEngineering #CareerDevelopment #TechSkills #Leadership #http #https #api #system design #software engineer Connect with me on social media for more: LinkedIn: https://www.linkedin.com/in/roopa-kushtagi-6533912/ 🔗 DZone: https://dzone.com/users/2762271/roopakushtagi.html Medium: https://medium.com/@roopa.kushtagi 📝 Instagram: https://instagram.com/techcareer.bytes Buy Me A Coffee: https://buymeacoffee.com/techcareero Patreon: https://patreon.com/user?u=117561535