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1.7 KiB
Minimal Component Showcase
examples/minimal provides bite-sized programs that demonstrate how individual Agent-lightning building blocks behave in isolation.
Each module have been documented with its own CLI usage in the module-level docstring. Use this directory as a reference when wiring the same pieces into a larger system.
What’s Included?
| Component | Demonstrated In | Highlights |
|---|---|---|
| LightningStore + OTLP ingestion | write_traces.py |
Shows how OtelTracer and AgentOpsTracer open rollouts, emit spans, and optionally forward them to a remote store client. |
| MultiMetrics backend | write_metrics.py |
Emits counters/histograms through ConsoleMetricsBackend and PrometheusMetricsBackend simultaneously, exposing /metrics for scraping. |
| LLM proxying | llm_proxy.py |
Guards either OpenAI or a local vLLM deployment with LLMProxy, proving how requests are routed through /rollout/<id>/attempt/<id> namespaces and captured in the store. |
| vLLM lifecycle | vllm_server.py |
Minimal context manager that shells out to vllm serve, monitors readiness, and tears down the process safely. |
All runtime instructions (CLI arguments, required environment variables, etc.) are embedded directly in each script’s top-level docstring so the source stays self-documenting.
For full-fledged training workflows or multi-component experiments, browse the other subdirectories under examples/. This minimal folder deliberately keeps each demonstration focused on a single component so you can understand and test them independently.