marvin VS glances

Hey HN! We just released Marvin 2.0.

Marvin is an AI toolkit for developers who want to use LLMs with traditional software. We still see significant challenges integrating LLMs because of how difficult it is to get them to reliably accept and return structured data. Marvin consists of independent, functional tools that address this problem in a variety of ways.

Marvin has always been focused on using LLMs to work with native Python datatypes and Pydantic models. In 2.0 we've expanded this significantly with dedicated APIs for the most common use cases we've seen over the last year: classification, entity extraction, transforming data to types, and generating synthetic data. Marvin 2.0 is also fully multi-modal and supports images as inputs for classification, extraction, and transformation tasks (as well as simple image and speech generation). We've also introduces a Pythonic interface to OpenAI's assistants API, which now powers all of Marvin's interactive components.

We've tried to make an LLM framework that "sparks joy" and captures that same feeling you had the first time you saw an LLM in action. Try it out and let us know what you think!

(Repo: https://github.com/PrefectHQ/marvin)

Seems a lot like https://github.com/PrefectHQ/marvin?

The prompting you do seems an awfully like:

https://www.askmarvin.ai/prompting/prompt_function/

You can try the decorator ai_fn in marvin https://github.com/PrefectHQ/marvin

Marvin: a batteries-included library for building AI-powered software. Marvin's job is to integrate AI directly into your codebase by making it look and feel like any other function (https://github.com/PrefectHQ/marvin)

Sure! I was inspired by this Python library: https://github.com/PrefectHQ/marvin

I see Langchain has support for Azure chat models, and Marvin is built on Langchain so it may not be so difficult! Tracking issue here: https://github.com/PrefectHQ/marvin/issues/189

We have a related issue open (https://github.com/PrefectHQ/marvin/issues/64) but haven't designed anything yet.

Glances

As is from their github repository.

If I pin a version of Python, isn't that going to wreck any tooling that depends on it? Unless you're saying have multiple versions of Python installed.

This is practically the only remaining annoyance I have with the Python ecosystem (relative imports aside). I use some tools, like Glances [0] whose formula relies on a much newer version (3.12) than the actual package requires (3.8) [1].

So when there's a Python update, all of those update as well. I thought I'd fixed this with pipx, but in a way that's worse, because the venvs it builds depend on a specific version of Python existing, which doesn't work well with brew always wanting to upgrade it.

I want a stable, system-level Python that I don't touch, don't add packages to, and which only exists as a dependency for anything that needs it. If an update would break a package I have installed (due to Python library deprecation, etc.), it should warn me before updating. Otherwise, I don't care, as long as any symlinks are taken care of.

Separately, I want a stable, user-level Python that I can do whatever I want to. Nothing updates it automatically. I can accomplish this by compiling Python and using `make altinstall`, but if there's a better way, I'd love to hear about it.

[0]: https://github.com/Homebrew/homebrew-core/blob/20e744191e74d...

[1]: https://github.com/nicolargo/glances

Wanting to get Glances installed on OPNsense for its integration into homepage.

I don't try but maybe glance https://github.com/nicolargo/glances

In the meantime Glances is a pretty good way to keep an eye on CPU and memory usage of all your containers. You can either run it as a lightweight docker image or as a native application on your host.

Bearbeiten: Dies war, was ich war: [https://github.com/nicolargo/glances weise(https://github.com/nicolargo/glances)