marvin VS aria2

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.

For sites with limited download speeds I usually use aria2 (via terminal) since it supports segmented/multi connection downloading. But I guess this wouldn't work with 1fichier, since with these sites you usually don't get direct link to the file and/or sites like these limit the number of parallel connections. I also used it for torrents for a while, but I wouldn't recommend doing this anymore.

Concurrent downloadsAble to preserve the original treeClient/Server modeCLITUIGUIWeb UIBrowser pluginwgetNYNY??Y?wget2YYNY????aria2YNYYY?Y?rcloneYYNY??Y?IDMYNNNNYNNJDownloader2YNYNNYNN

Aria2c currently looks unmaintained https://github.com/aria2/aria2/pulse

Aria2 Repo

Try a download utility like aria2c it's on GitHub. It's a command line utility but it makes using direct downloads less painful by caching downloads and starting where you leave it off. https://github.com/aria2/aria2 Download it from the releases page

You'll need two pieces of software: yt-dlp and aria2. These are tools that help you download videos from the internet. Once downloaded, place them both in the same folder on your computer.

if you must use DDLs, and I've never had to, use aria2 and use the following

https://github.com/aria2/aria2/releases/tag/release-1.36.0 and run "aria2c.exe -x 16 -s 16 https://pixeldrain.com/api/file/8ppyvrWb?download" in cmd or wait for mirrors

You could try a tool like https://aria2.github.io