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Principles of Building AI Agents
Author(s): Sam Bhagwat (Author)
- Publisher: Independently published
- Publication Date: February 24, 2025
- Language: English
- Print length: 142 pages
- ISBN-10: B0DYH5GHDD
- ISBN-13: 9798312004281
Book Description
Rapid advances in large language models (LLMs) have made new kinds of AI applications, known as agents, possible. Written by a veteran of web development, Principles of Building AI Agents focuses on the substance without hype or buzzwords. This book walks through:
- The key building blocks of agents: providers, models, prompts, tools, memory
- How to break down complex tasks with agentic workflows
- Giving agents access to knowledge bases with RAG (retrieval-augmented generation)
- Agent observability with tracing and evals