Nice. I have a simple system for typescript [1] where you can string tasks together like:

import { Workflow } from "@workglow/task-graph"; const workflow = new Workflow(); workflow .DownloadModel({ model: ["onnx:Xenova/LaMini-Flan-T5-783M:q8", "Universal Sentence Encoder"], }) .TextEmbedding({ text: "The quick brown fox jumps over the lazy dog.", }); await workflow.run();

It automatically caches results of steps if you say `new Workflow({outputCache});`

PS: the example above uses a local onnx model (it switches on model name) which is a good candidate for caching, but can be anything.

You can play around writing this way if you open the console at the web example [2] which has fun console formatters not enough people know about or use in DevTools. You can write code in the console and the example rewrites it as a json format in the web page (and visa-versa).

Or just use the free web app with local user account and local models to play around with. [3]

[1] https://github.com/workglow-dev/workglow

[2] https://workglow-web.netlify.app/

[3] https://workglow.dev