chapters · 7
01Free Preview
Agent Vs Chatbot: Autonomy
Understand the fundamental difference—chatbots respond, agents act autonomously toward goals
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Agent Loop: Observe, Decide, Act
Step through how agents think in loops—continuously observing, deciding, and taking actions
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Tool Use: Connecting To Real Apis
Learn how agents use tools—calling APIs for search, calendar, email, and more
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Multi-step Planning: Breaking Down Goals
Watch how agents decompose complex goals into sequences of achievable actions
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Memory & Context: Long-term Persistence
Explore how agents remember across sessions using vector databases and Firestore
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Build A Research Agent
Build a working agent that researches topics, compiles sources, and creates summaries
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Agent Teams: Collaboration & Handoffs
See how multiple specialized agents work together, handing off tasks like a team
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