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Running on Zero
Running on Zero
A newer version of the Gradio SDK is available: 6.18.0
Enhancements
The hackathon MVP covers the core loop well. Here's where it could go next.
Quick wins
- Batch compression β let users paste multiple texts and compress them all at once
- Export history β download past runs as a CSV straight from the History tab
- Named presets β save favourite token budget + model combinations and reuse them
.envsupport β load config from a.envfile instead of setting env vars manually
Worth building next
- Iterative compression β if the quality score drops below a threshold, automatically retry with a slightly relaxed budget
- Custom focus instructions β let the user say "keep all numbers" or "preserve action items only" before compressing
- Chunked compression β handle inputs that exceed the model's context window by splitting, compressing each chunk, then merging
- REST API β a simple
/compressendpoint via Flask so other tools can call TinyPress programmatically
Longer term
- VS Code extension β compress selected text without leaving the editor
- CLI tool β
tinypress compress --budget 500 input.txtfor terminal users - Hosted version β a SaaS wrapper with usage tracking and team history
- Domain-specific fine-tuning β train a compressor specialised for legal, medical, or code content
π README.md