This catalog highlights the examples shipped with Agent-lightning.
| Example | Description | CI Maintenance |
|---|---|---|
| apo | Automatic Prompt Optimization tutorials covering built-in, custom, and debugging workflows. |  |
| azure | Supervised fine-tuning with Azure OpenAI. |  |
| calc_x | VERL-powered math reasoning agent training that uses AutoGen with an MCP calculator tool. |  |
| minimal | Bite-sized programs that demonstrate how individual Agent-lightning building blocks behave in isolation. |  |
| rag | Retrieval-Augmented Generation pipeline targeting the MuSiQue dataset with Wikipedia retrieval. | Unmaintained — last verified with Agent-lightning v0.1.1 |
| search_r1 | Framework-free Search-R1 reinforcement learning training workflow with a retrieval backend. | Unmaintained — last verified with Agent-lightning v0.1.2 |
| spider | Text-to-SQL reinforcement learning training on the Spider dataset using LangGraph. |  |
| tinker | Reinforcement learning with Tinker as the backend training service. |  |
| unsloth | Supervised fine-tuning example powered by Unsloth with 4-bit quantization and LoRA. |  |
NOTE: CI status avoids taking any workflow running with latest dependencies into account. That's why we reference the corresponding badge-* workflows instead. Each example's own README also displays its examples-* workflow status whenever the project is maintained by CI.