Building Knowledge-Grounded AI Agents: RAG Integration with Microsoft AutoGen

πŸ“– Part 4 of 6 | Microsoft AutoGen: Building Multi-Agent AI Systems πŸ“š Microsoft AutoGen Series Introduction Communication Patterns Code Generation RAG Integration Production Deployment Advanced Patterns ← Part 3Part 5 β†’ Building on code generation from Part 3, we now enhance our agents with knowledge retrieval capabilities. ℹ️ INFO Traditional LLM agents rely solely […]

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Automated Code Generation with Microsoft AutoGen: Building AI-Powered Development Teams

πŸ“– Part 3 of 6 | Microsoft AutoGen: Building Multi-Agent AI Systems πŸ“š Microsoft AutoGen Series Introduction Communication Patterns Code Generation RAG Integration Production Deployment Advanced Patterns ← Part 2Part 4 β†’ Building on communication patterns from Part 2, we now apply them to automated code generationβ€”one of the most powerful applications of multi-agent systems. […]

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Mastering Agent Communication Patterns in Microsoft AutoGen: From Two-Agent Chats to Complex Orchestration

πŸ“– Part 2 of 6 | Microsoft AutoGen: Building Multi-Agent AI Systems πŸ“š Microsoft AutoGen Series Introduction to Agentic Development Agent Communication Patterns Automated Code Generation RAG Integration Production Deployment Advanced Patterns ← Previous: Part 1 Next: Part 3 β†’ Building on the core concepts from Part 1, this article explores the communication patterns that […]

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Building Multi-Agent AI Systems with Microsoft AutoGen: A Comprehensive Introduction to Agentic Development

πŸ“– Part 1 of 6 | Microsoft AutoGen: Building Multi-Agent AI Systems πŸ“š Microsoft AutoGen Series Introduction to Agentic Development Agent Communication Patterns Automated Code Generation RAG Integration Production Deployment Advanced Patterns Next: Part 2 β†’ 🎯 What You’ll Learn in This Series Part 1: AutoGen fundamentals, core concepts, and your first multi-agent system Part […]

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Building Enterprise AI Applications with AWS Bedrock: What Two Years of Production Experience Taught Me

When AWS announced Bedrock in 2023, I was skeptical. Another managed AI service promising to simplify generative AI adoption? After two years of production deployments across financial services, healthcare, and retail, I’ve learned what actually matters when building enterprise AI applications. AWS Bedrock Enterprise Architecture The Foundation Model Landscape Has Matured The most significant evolution […]

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Event-Driven Architecture on GCP: Mastering Cloud Pub/Sub for Real-Time Systems

Google Cloud Pub/Sub provides the foundation for event-driven architectures at any scale, offering globally distributed messaging with exactly-once delivery semantics and sub-second latency. This comprehensive guide explores Pub/Sub’s enterprise capabilities. Cloud Pub/Sub Architecture Overview Pub/Sub Architecture: Topics, Subscriptions, and Delivery Guarantees Pub/Sub implements a publish-subscribe pattern where publishers send messages to topics and subscribers receive […]

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