How-To Guides
Practical guides for common tasks.
| Guide | Description |
|---|---|
| Custom Actions | Extend struckdown with Python functions |
| Agent Loops | Let the model call your tools, with guards and budgets |
| Model Overrides | Per-slot temperature and model control |
| Providers | Configure OpenAI, Anthropic, Azure, Ollama and proxies |
| Decision Models | Calibrated probabilities for triage and risk scoring |
| Images | Send photos and scans to vision models |
| Number Extraction | Extract and validate numeric values |
| Record LLM Usage | A record of every call: tokens, cost, slot |
| Record Usage in Django | Ledger tables, spans, the costs page and retention |
| Deploy with Dokku | Production deployment setup |