دانلود کتاب هوش مصنوعی مولد مبتنی بر RAG -ساخت MAS-RAG با DualRAG، GraphRAG، خطوط لوله ویدیویی چندوجهی و پایگاه داده اوراکل 23ai

The era of extracting sensitive enterprise data to external AI platforms is under fire. This second edition defines a revolutionary architectural shift: bringing the AI to the data . By utilizing Oracle Database 23ai as a converged engine, you will architect Sovereign AI systems that keep your most critical assets secure and governed within the database kernel, eliminating the fragmentation, latency, and massive security risks inherent in traditional data extraction. This edition implements Dual RAG, the definitive methodology for eliminating hallucinations and protecting against data poisoning. By synchronizing unstructured vector semantics with the deterministic truth of structured SQL, Graph, and Spatial retrieval, you ensure your agents reason over verified corporate facts rather than probabilistic guesses. You will move beyond simple pipelines to master MAS-RAG (multi-agent systems for RAG), orchestrating autonomous agents that collaborate across multimodal video streams, GraphRAG knowledge structures, and spatial-aware decision engines. Designed for advanced developers and architects, these blueprints transform disconnected data silos into a unified, intelligent engine. You will learn to architect autonomous enterprise intelligence that scales with RLHF and model _ne-tuning for production-grade reliability. By the end of the book, you’ll be able to design and deploy enterprise AI systems that combine retrieval, reasoning, and verified corporate facts to build the next generation of reliable generative AI applications.