Conceptual summary of agents:

  • Agent = any external (to the LLM) program that calls the LLM API. Basically plays the role of a human during chat (but can do much more).
  • Agent + AI = an LLM is used as a useful assistant.

Agentic AI evolution (about this diagram)
drones


3.1 Agentic (no AI). Core concepts and basic demos

The core control loop is traditional non-AI deterministic programming


3.2 Agentic + AI. Core concepts and basic demos

The core control loop is traditional non-AI deterministic programming that performs (with the help of an LLM)

  • Input and output (of “messy” human language representations)
  • Task planning (breaking up complex human language tasks into smaller deterministic tasks)
  • Rule injection (by AI into the main loop)


3.3 Agentic AI projects (full demo projects (WIP) with Github repo and docs)

“Spinning up” real-world projects quickly with minimal code analysis or manual coding.


26.0524