DB-GPT-Hub
marvin
| DB-GPT-Hub | marvin | |
|---|---|---|
| 1 | 17 | |
| 1,044 | 4,799 | |
| 9.1% | 4.1% | |
| 9.3 | 9.9 | |
| 23 days ago | 11 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
DB-GPT-Hub
marvin
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Show HN: Marvin 2.0 – a lightweight, multi-modal AI toolkit
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)
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Show HN: Magentic – Use LLMs as simple Python functions
Seems a lot like https://github.com/PrefectHQ/marvin?
The prompting you do seems an awfully like:
https://www.askmarvin.ai/prompting/prompt_function/
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Amazon CodeWhisperer, Free for Individual Use, Is Now Generally Available
You can try the decorator ai_fn in marvin https://github.com/PrefectHQ/marvin
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4-Apr-2023
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)
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Magic - AI functions for Typescript
Sure! I was inspired by this Python library: https://github.com/PrefectHQ/marvin
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Show HN: A ChatGPT TUI with custom bots
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
- FLaNK Stack Weekly 3 April 2023
- Meet Marvin: A batteries-included library for building AI-powered software, aka “woah-code”
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Show HN: Marvin – build AI functions that use an LLM as a runtime
We have a related issue open (https://github.com/PrefectHQ/marvin/issues/64) but haven't designed anything yet.
What are some alternatives?
Awesome-Text2SQL - Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
LocalAI - :robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. It allows to generate Text, Audio, Video, Images. Also with voice cloning capabilities.
llm-toys - Small(7B and below) finetuned LLMs for a diverse set of useful tasks
bpytop - Linux/OSX/FreeBSD resource monitor
griptape - Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.
aide - LLM shell and document interogator
INSIGHT - INSIGHT is an autonomous AI that can do medical research!
magentic - Seamlessly integrate LLMs as Python functions
zillion - Make sense of it all. Semantic data modeling and analytics with a sprinkle of AI. https://totalhack.github.io/zillion/
outlines - Structured Text Generation
autogpt4all - 🛠️ User-friendly bash script for setting up and configuring your LocalAI server with the GPT4All for free! 💸
use_gpt_as_programming_lang - use gpt as programming language