During the native tool-calling loop, the LLM emits tool_calls, the system executes tools, observes results, and repeats this cycle until completion.

4. Native tool calling loop: LLM emits tool_calls → execute tools → observe → repeat

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

which implements native tool calling via LiteLLM.

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

**Execution Flow:**

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md