Beginnerstable02_/_BEGINNER

Review Sentiment

Classifies a customer review into positive, negative, or mixed and returns the top theme behind the sentiment.

Py_3.12CrewAIOpenAIVIEW SOURCE

# INPUT_PROMPT // REVIEW_SENTIMENT

SCHEMA: V.1.0

>>>REVIEW_TEXT

The build quality is fantastic and the battery easily lasts two days. But the companion app is buggy and crashed three times in a week. Would still recommend if you can stomach the software.

system@agent-archive:~$

IDLE

OUTPUT_LOG:

[IDLE] Awaiting input. Press RUN DEMO to initialize the pipeline.

LIVE_EXECUTION_LOG // review-sentiment0 EVENTS

[STREAM] No active execution. Trigger a run to populate the log.

/SYSTEM_INTERNALS

ARCHITECTURE

SYSTEM_ARCHITECTURE

[01]Sentiment Analyst

/BACKEND_CONTRACT

PLUGGABLE RUNTIME

This demo serves a hardcoded fixture today. Set NEXT_PUBLIC_USE_REAL_BACKEND=true and the same UI will POST /api/beginner/review-sentiment to a real CrewAI service - no UI change required.

/TYPED_INTERFACE

runProject(REVIEW_SENTIMENT, {
  review: string,
}) -> json