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An Illustrated Guide to AI Agents: Building Autonomous Systems with LLMs, Tools, and Memory - Softcover

Grootendorst, Maarten; Alammar, Jay

 
9798341662698: An Illustrated Guide to AI Agents: Building Autonomous Systems with LLMs, Tools, and Memory
Softcover
ISBN 13: 9798341662698
Verlag: O'Reilly Media, 2026

Inhaltsangabe

Artificial intelligence is entering a new phase. No longer limited to answering prompts or completing simple writing tasks, AI agents can now reason, plan, and act with increasing independence. From accelerating scientific breakthroughs to supporting creative work, these systems are quickly reshaping industries and everyday life. This book provides the conceptual foundation and practical insights you need to understand--and effectively work with--this emerging technology.

Through hundreds of clear graphic illustrations, Maarten Grootendorst and Jay Alammar explain how AI agents are built, how they think, and where they're heading. Designed for professionals, students, and curious learners alike, this guide goes beyond the buzz to reveal what's actually happening inside these systems, why it matters, and how to apply the knowledge in real-world contexts. With its visual storytelling and accessible explanations, An Illustrated Guide to AI Agents is your essential reference for navigating the next frontier of artificial intelligence.

  • Explore the core architecture of AI agents: tools, memory, and planning
  • Understand reasoning LLMs, multimodal models, and multi-agent collaboration
  • Learn advanced methods, including distillation, quantization, and reinforcement learning
  • Evaluate real-world applications, strengths, and limitations of AI agents

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Über die Autorin bzw. den Autor

Maarten Grootendorst is a Lead Clinical Data Scientist. He holds master's degrees in organizational psychology, clinical psychology, and data science, which he leverages to communicate complex machine learning concepts to a wide audience. With his popular blogs, he has reached millions of readers by explaining the fundamentals of artificial intelligence; often from a psychological point of view. He is the author and maintainer of several open source packages that rely on the strength of large language models, such as BERTopic, PolyFuzz, and KeyBERT. His packages are downloaded millions of times and used by data professionals and organizations worldwide.

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Verlag
O'Reilly Media
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 13 
9798341662698
Einband
Taschenbuch
Anzahl der Seiten
450
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
gpsr@libri.de
gpsr@libri.de

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