Natural language processing
Sentiment Analysis
Use the instant local Lite demo, or switch to the optional full research pipeline after deploying its separate API. The 400 MB+ model is never downloaded without a deliberate choice.
1. Analyze text
Lite mode is a transparent lexical baseline, not the 400 MB research model. It keeps this page immediately usable while the full model remains optional and isolated.
2. Sentiment profile
Awaiting text
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Probabilities and execution mode will appear here.
Full research mode is optional. When enabled, the page sends only the submitted text to the private API and returns the model result. Deployment paths and server configuration are not exposed in the public interface.