Streaming isn't just for AI. It transforms how users perceive performance in any long-running task. See the difference for yourself.
File Processing
Imagine processing a CSV file with 10,000 rows. When you break the work into steps and show progress continuously, users perceive the task as significantly faster than waiting for everything to complete at once.
Text Generation
Imagine asking an AI to explain a complex concept. Both responses take the same time to generate, but streaming delivers immediate feedback while traditional rendering forces you to wait for the complete response.
UI Generation
When AI generates complex UI components, streaming the HTML allows users to see elements appear progressively. The generation time is identical, but the perceived speed is dramatically different.
Miscellaneous Examples
Other scenarios where streaming provides a superior user experience.
Not-that-Deep Research
When performing complex research tasks, users want to know what the agent is doing. Showing the 'thought process' creates trust and reduces abandonment.
Theme Extraction
Extracting data from external sources. Streaming shows partial results immediately.