Artículo: AMZ-B0FFK7NRL3

Knowledge Graphs for AI Agents : A Developer's Guide to Semantic AI Systems

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0.20 kg
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Producto de
Amazon

Sobre este producto
  • Fundamentals of Knowledge Graphs: Understand nodes, edges, ontologies, and semantic relationships.
  • AI Agent Models and Architectures: Explore agent design patterns and communication protocols.
  • Semantic Data Modeling: Learn ontology engineering and handling ambiguity.
  • Graph Construction Pipelines: Master entity recognition, data integration, and quality assurance.
  • Graph Storage and Querying: Compare databases, optimize indexing, and write efficient queries with SPARQL, Cypher, and Gremlin.
  • Reasoning and Inference: Apply logic, rule-based engines, and probabilistic reasoning.
  • Integration with AI Agents: Architect knowledge graph-backed agents and real-time update patterns.
  • Leveraging Large Language Models: Combine structured knowledge with generative AI.
  • Multi-Agent Systems: Enable knowledge sharing and coordinated decision-making.
  • Maintenance and Ethics: Manage graph evolution, security, privacy, and ethical AI.
  • Deployment and Applications: Learn cloud deployment, monitoring, and future research trends.

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