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AI Agents

  • Agent building blocks: perception โ†’ planning โ†’ action โ†’ feedback
  • Tools vs. Functions vs. Data Storesโ€”how to categorize capabilities
  • Safe tool-use patterns, guardrails, and evaluation
  • Extensions (Tools): external capabilities (e.g., Google Maps API)
  • Functions: app-defined operations the agent can call
  • Data Stores: memory, vector DBs, knowledge bases
  1. Concepts & architecture
  2. Tool schemas and function calling
  3. Memory & retrieval patterns
  4. Evaluation: success criteria, traces, and logs
  5. Hands-on lab (coming soon)