Stop rewriting AI boilerplate for every provider. One clean Python codebase runs all four — against real files, with four built-in operations. Plug in your API keys and run in 5 minutes.
Up and Running
What's Inside
Confirmed Working Models
Built for Developers
Why This Kit
| Capability | Build From Scratch | This Kit ✓ |
|---|---|---|
| 4 providers wired up | ✗ hours of docs | ✓ included |
| PDF / CSV / JSON parsing | ✗ research & install | ✓ included |
| Prompt abstraction layer | ✗ design from scratch | ✓ JSON-based |
| Menu-driven runner | ✗ build your own CLI | ✓ run.py |
| Sample files to test with | ✗ source yourself | ✓ 3 included |
| Extension pattern documented | ✗ figure it out | ✓ drop-in |
| Time to first working demo | ✗ hours to days | ✓ 5 minutes |
4 AI providers × 3 file types × 4 actions. Clean Python architecture. Plug in your keys and run in 5 minutes.