| 1 | [Transition] Every agentic system starts from the same building block: the augmented LLM. |
| 2 | |
| 3 | This diagram shows the foundational unit. You take a base LLM and enhance it with three capabilities: retrieval for accessing relevant information, tools for taking actions in the world, and memory for retaining context across interactions. |
| 4 | |
| 5 | [Pause] |
| 6 | |
| 7 | Two things matter most in implementation: tailor these capabilities to your specific use case, and ensure they provide well-documented interfaces. Anthropic's Model Context Protocol — MCP — is one approach to standardizing third-party tool integration. |
| 8 | |
| 9 | Key points: ① LLM + retrieval + tools + memory ② Tailor capabilities to use case ③ MCP for standardized integration |
| 10 | Duration: 1.5 minutes |