Examples
Ready-to-run application packages.
Each example is a self-contained package -- a model list and a run configuration. Clone the repo, build a package from a directory, install it, and start its application.
pip install bayis-marigold
git clone https://github.com/bayinfosys/marigold-examples
marigold package create marigold-examples/chat -o /tmp
marigold package install /tmp/chat-<version>.tar.gz
marigold cache populate chat
marigold application start chatExamples
benchmark-llm -- power and latency benchmarking across models
An application that submits a fixed prompt set to every instruct model in the Marigold catalogue and records timing, tokens, VRAM and power draw per response.
Examples
chat -- private chat on your own hardware
Self-hosted chat via Open WebUI, backed entirely by a Marigold-served instruct model. No cloud dependency.
Examples
platform-model-test -- confirm a platform works
The smallest Marigold example: an application that sends one request to every catalogued model and exits 0 if all of them answer.
Examples
platform-test -- confirm a fresh deployment works
The smallest Marigold example: exercises the core API endpoints against small models, for a fast first run.
Examples
simple-rag -- retrieval-augmented chat, verified
A worked Marigold example: chat and embedding models serving open-webui's retrieval pipeline, with a built-in test to prove retrieval is actually happening.