Test Log - _10_audio_classification

Tested 2026-07-18 against gemini-3.5-flash, agno 2.7.4.

basic.py

Status: PASS

Description: Downloads an mp3 clip (QA-01.mp3 from the agno-public S3 bucket) and asks a Gemini agent with an output_schema to assign a single language label from a closed Literal set (english, spanish, french, german, mandarin, hindi, other).

Result: Returned Classification(language='english'). Single model call, 1921 input / 6 output tokens, 2.36s.

---

with_confidence.py

Status: PASS

Description: Same language-identification task on the same clip, with the schema extended by a confidence Literal field (high, medium, low) and instructions defining each confidence tier for downstream routing.

Result: Returned Classification(language='english', confidence='high'). Single model call, 1965 input / 12 output tokens, 1.67s.

---