AI Agents & Frameworks Explained | LangChain, CrewAI, AutoGen, LangGraph & More

Learn how to build real-world AI agents using frameworks like LangChain, LangGraph, CrewAI, and AutoGen. This playlist covers agent architectures, workflows, tool calling, memory, and real-world use cases β€” from beginner to advanced. Perfect for AI engineers, developers, and system design learners. #AIAgents #GenerativeAI #LangChain #AIEngineering

Curated by: Naveen Tech Hub (38 videos)


Currently Playing: AI Native Backend Architecture Explained πŸš€ | RAG, Agents & LLM System Design

πŸš€ Want to build real-world AI systems instead of just calling APIs? In this video, we break down a complete AI Native Backend Blueprint β€” showing how modern AI systems are designed using: πŸ‘‰ LLMs πŸ‘‰ RAG (Retrieval-Augmented Generation) πŸ‘‰ AI Agents πŸ‘‰ Vector Databases πŸ‘‰ API Integrations This is not theory β€” this is how production-grade AI architectures are actually built. 🧠 What You’ll Learn βœ”οΈ What an AI-native backend really means βœ”οΈ End-to-end AI system architecture (input β†’ reasoning β†’ action) βœ”οΈ How RAG improves accuracy and reduces hallucination βœ”οΈ Role of embeddings and vector databases (FAISS, pgvector) βœ”οΈ How AI agents orchestrate workflows and decisions βœ”οΈ Integrating APIs into intelligent systems βœ”οΈ Key challenges: latency, cost, and security βš™οΈ Architecture Covered Input Layer (user queries / APIs) Intelligence Layer (LLMs + orchestration) Knowledge Layer (vector DB + retrieval) Integration Layer (APIs + tools) Output Layer (responses + automation) πŸ”₯ Why This Matters Traditional backends are static. AI-native backends are intelligent, adaptive, and scalable. πŸ‘‰ This architecture is used in: AI search platforms Enterprise copilots Autonomous workflows Customer support automation 🎯 Who Should Watch AI Engineers & Architects Backend Developers moving into AI Data Engineers & ML Engineers Anyone building RAG or Agent systems πŸ’¬ Key Takeaway πŸ‘‰ β€œAI is no longer just a model β€” it’s an architecture.” If this helped you: βœ”οΈ Like πŸ‘ βœ”οΈ Comment your questions πŸ’¬ βœ”οΈ Subscribe πŸ”” for AI, system design & architecture deep dives #AIArchitecture #RAG #LLM #AIAgents #SystemDesign #VectorDatabase #MachineLearning #AIEngineering #BackendDevelopment #FAISS #pgvector #AIWorkflow #NaveenTechHub #ArtificialIntelligence #TechExplained


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