wehub-resource-sync
85742ab165
CPU Test / Lint - next (push) Waiting to run
Dashboard / Chromatic (push) Waiting to run
CPU Test / Lint - fast (push) Waiting to run
CPU Test / Build documentation (push) Waiting to run
CPU Test / Test (Store, legacy, Python 3.10) (push) Waiting to run
CPU Test / Test (Utilities, legacy, Python 3.10) (push) Waiting to run
CPU Test / Test (Weave, legacy, Python 3.10) (push) Waiting to run
CPU Test / Test (AgentOps, stable, Python 3.11) (push) Waiting to run
CPU Test / Test (LLM proxy, stable, Python 3.11) (push) Waiting to run
CPU Test / Test (Others, stable, Python 3.11) (push) Waiting to run
CPU Test / Test (Store, stable, Python 3.11) (push) Waiting to run
CPU Test / Test (Utilities, stable, Python 3.11) (push) Waiting to run
CPU Test / Test (Weave, stable, Python 3.11) (push) Waiting to run
CPU Test / Test (AgentOps, stable, Python 3.12) (push) Waiting to run
CPU Test / Test (LLM proxy, stable, Python 3.12) (push) Waiting to run
CPU Test / Test (Others, stable, Python 3.12) (push) Waiting to run
CPU Test / Test (Store, stable, Python 3.12) (push) Waiting to run
CPU Test / Test (Utilities, stable, Python 3.12) (push) Waiting to run
CPU Test / Test (Weave, stable, Python 3.12) (push) Waiting to run
CPU Test / Test (AgentOps, latest, Python 3.13) (push) Waiting to run
CPU Test / Test (LLM proxy, latest, Python 3.13) (push) Waiting to run
CPU Test / Test (Others, latest, Python 3.13) (push) Waiting to run
CPU Test / Test (Store, latest, Python 3.13) (push) Waiting to run
CPU Test / Lint - slow (push) Waiting to run
CPU Test / Lint - JavaScript (push) Waiting to run
CPU Test / Test (AgentOps, legacy, Python 3.10) (push) Waiting to run
CPU Test / Test (LLM proxy, legacy, Python 3.10) (push) Waiting to run
CPU Test / Test (Others, legacy, Python 3.10) (push) Waiting to run
CPU Test / Test (Utilities, latest, Python 3.13) (push) Waiting to run
CPU Test / Test (Weave, latest, Python 3.13) (push) Waiting to run
CPU Test / Test (JavaScript) (push) Waiting to run
Deploy Documentation / deploy (push) Has been cancelled
36 lines
6.1 KiB
Markdown
36 lines
6.1 KiB
Markdown
# ⚡ Examples Catalog
|
|
|
|
This catalog highlights the examples shipped with Agent-lightning.
|
|
|
|
Community-contributed examples and recipes are available in the [contrib](../contrib) directory.
|
|
|
|
| Example | Description | CI Maintenance |
|
|
|---------|-------------|----------------|
|
|
| [apo](./apo) | Automatic Prompt Optimization tutorials covering built-in, custom, and debugging workflows. | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-apo.yml) |
|
|
| [azure](./azure) | Supervised fine-tuning with Azure OpenAI. | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-azure.yml) |
|
|
| [calc_x](./calc_x) | VERL-powered math reasoning agent training that uses AutoGen with an MCP calculator tool. | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-calc-x.yml) |
|
|
| [chartqa](./chartqa) | Vision-language ChartQA agent that reasons over charts with LangGraph and VERL plus multi-step self-refinement. | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-chartqa.yml) |
|
|
| [claude_code](./claude_code) | Claude Code SWE-bench harness that records Agent-lightning traces across Anthropic, vLLM, and OpenAI-compatible backends. | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-claude-code.yml) |
|
|
| [minimal](./minimal) | Bite-sized programs that demonstrate how individual Agent-lightning building blocks behave in isolation. | [](https://github.com/microsoft/agent-lightning/actions/workflows/badge-unit.yml) |
|
|
| [rag](./rag) | Retrieval-Augmented Generation pipeline targeting the MuSiQue dataset with Wikipedia retrieval. | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-rag.yml) |
|
|
| [spider](./spider) | Text-to-SQL reinforcement learning training on the Spider dataset using LangGraph. | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-spider.yml) |
|
|
| [tinker](./tinker) | Reinforcement learning with Tinker as the backend training service. | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-tinker.yml) |
|
|
| [unsloth](./unsloth) | Supervised fine-tuning example powered by Unsloth with 4-bit quantization and LoRA. | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-unsloth.yml) |
|
|
|
|
## `examples-*` workflow status
|
|
|
|
CI status above avoids taking any workflow running with latest dependencies into account. That's why we reference the corresponding `badge-*` workflows instead. The following table displays the raw `examples-*` workflow status whenever the project is maintained by CI.
|
|
|
|
| Workflow | Status |
|
|
|----------|--------|
|
|
| `examples-apo.yml` | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-apo.yml) |
|
|
| `examples-azure.yml` | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-azure.yml) |
|
|
| `examples-calc-x.yml` | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-calc-x.yml) |
|
|
| `examples-chartqa.yml` | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-chartqa.yml) |
|
|
| `examples-claude-code.yml` | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-claude-code.yml) |
|
|
| `examples-compat.yml` | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-compat.yml) |
|
|
| `examples-rag.yml` | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-rag.yml) |
|
|
| `examples-spider.yml` | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-spider.yml) |
|
|
| `examples-tinker.yml` | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-tinker.yml) |
|
|
| `examples-unsloth.yml` | [](https://github.com/microsoft/agent-lightning/actions/workflows/examples-unsloth.yml) |
|