Agentic Search System Blueprint: Building Intelligent, Context Aware AI Agents
Agentic Search System Blueprint: Building Intelligent, Context Aware AI Agents (Building Production-Ready AI Agents) by Todd Chandler
English | April 23, 2025 | ISBN: N/A | ASIN: B0F66SVCCC | 240 pages | EPUB | 0.77 Mb
English | April 23, 2025 | ISBN: N/A | ASIN: B0F66SVCCC | 240 pages | EPUB | 0.77 Mb
Agentic Search System Blueprint guides you through designing and building intelligent, context-aware AI agents that seamlessly blend large language models with dynamic retrieval, tool integration, and multi-agent orchestration. You’ll learn how to:
- Architect reliable RAG pipelines that ground LLMs in external knowledge
- Build secure, scalable API wrappers and connectors to databases, web services, and file systems
- Orchestrate specialist agents for task delegation, error recovery, and load balancing
- Implement observability with structured logs, metrics, and distributed tracing
- Prototype, test, and deploy agents in containerized and cloud-native environments
- Explore cutting-edge topics: self-optimizing agents, federated collaboration, knowledge-graph integration, and quantum-enhanced retrieval