Top 9 Python gpt4all Projects

MindsDB

78 21,223 10.0 Python

The platform for customizing AI from enterprise data

Project mention: What’s the Difference Between Fine-tuning, Retraining, and RAG? | dev.to | 2024-04-08

Check us out on GitHub.

h2ogpt

28 10,398 10.0 Python

Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://codellama.h2o.ai/

Project mention: Ask HN: How do I train a custom LLM/ChatGPT on my own documents in Dec 2023? | news.ycombinator.com | 2023-12-24

As others have said you want RAG.
The most feature complete implementation I've seen is h2ogpt[0] (not affiliated).
The code is kind of a mess (most of the logic is in an ~8000 line python file) but it supports ingestion of everything from YouTube videos to docx, pdf, etc - either offline or from the web interface. It uses langchain and a ton of additional open source libraries under the hood. It can run directly on Linux, via docker, or with one-click installers for Mac and Windows.
It has various model hosting implementations built in - transformers, exllama, llama.cpp as well as support for model serving frameworks like vLLM, HF TGI, etc or just OpenAI.
You can also define your preferred embedding model along with various other parameters but I've found the out of box defaults to be pretty sane and usable.
[0] - https://github.com/h2oai/h2ogpt

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
evadb

27 2,570 9.5 Python

Database system for AI-powered apps

Project mention: Show HN: Stargazers Reloaded – LLM-Powered Analyses of Your GitHub Community | news.ycombinator.com | 2023-09-30

Hey friends!
We have built an app for getting insights about your favorite GitHub community using large language models.
The app uses LLMs to analyze the GitHub profiles of users who have starred the repository, capturing key details like the topics they are interested in. It takes screenshots of the stargazer's GitHub webpage, extracts text using an OCR model, and extracts insights embedded in the extracted text using LLMs.
This app is inspired by the “original” Stargazers app written by Spencer Kimball (CEO of CockroachDB). While the original app exclusively used the GitHub API, this LLM-powered app built using EvaDB additionally extracts insights from unstructured data obtained from the stargazers’ webpages.
Our analysis of the fast-growing GPT4All community showed that the majority of the stargazers are proficient in Python and JavaScript, and 43% of them are interested in Web Development. Web developers love open-source LLMs!
We found that directly using GPT-4 to generate the “golden” table is super expensive — costing $60 to process the information of 1000 stargazers. To maintain accuracy while also reducing cost, we set up an LLM model cascade in a SQL query, running GPT-3.5 before GPT-4, that lowers the cost to $5.5 for analyzing 1000 GitHub stargazers.
We’ve been working on this app for a month now and are excited to open source it today :)
Some useful links:
* Blog Post - https://medium.com/evadb-blog/stargazers-reloaded-llm-powere...
* GitHub Repository - https://github.com/pchunduri6/stargazers-reloaded/
* EvaDB - https://github.com/georgia-tech-db/evadb
Please let us know what you think!

GenossGPT

1 727 8.7 Python

One API for all LLMs either Private or Public (Anthropic, Llama V2, GPT 3.5/4, Vertex, GPT4ALL, HuggingFace ...) 🌈🐂 Replace OpenAI GPT with any LLMs in your app with one line.

Project mention: Drop-in replacement for the OpenAI API based on open source LLMs | news.ycombinator.com | 2024-01-17

autogpt4all

5 439 6.2 Python

🛠️ User-friendly bash script for setting up and configuring your LocalAI server with the GPT4All for free! 💸

Project mention: autogpt4all - 🛠️ A user-friendly bash script that swiftly sets up and configures your LocalAI server with the GPT4All model for free! | /r/AutoGPT | 2023-06-13

As of this point: https://github.com/aorumbayev/autogpt4all/commit/cf57d9b9e0ce3e4e6a9200ec4042eae20ce6dfa7

Machine-Learning-Guide

6 433 6.2 Python

Machine learning Guide. Learn all about Machine Learning Tools, Libraries, Frameworks, Large Language Models (LLMs), and Training Models.
erudito

6 87 4.5 Python

Erudito: Easy API/CLI to ask questions about your documentation

Project mention: [Local Llama] Exécutez Llama pour poser des questions sur vos fichiers | /r/enfrancais | 2023-05-11

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
codeexplain.nvim

5 86 8.0 Python

A nvim plugin Powered by GPT4ALL for Real-time Code Explanation and Vulnerability Detection (no internet necessary)

Project mention: What's a very simple config change that you can't live without? | /r/neovim | 2023-06-02

ive heard good things about this and ive been meaning to check it out myself: https://github.com/mthbernardes/codeexplain.nvim

SecondBrain

1 8 7.2 Python

SecondBrain is your second brain in the cloud, designed to easily store and retrieve unstructured information. It's like Obsidian but powered by generative AI. (by everydaycodings)

Project mention: INTRODUCING SECONDBRAIN: AN OPEN-SOURCE WEB APP THAT SERVES AS AN ALTERNATIVE TO OPENAI. WITH THE ABILITY TO ADD CUSTOM KNOWLEDGE USING PDF, SOURCE LINKS, AND WIKIPEDIA, SECONDBRAIN OFFERS PERSONALIZED ASSISTANCE ALONGSIDE INTELLIGENT RESPONSES, MAKING IT AN INVALUABLE TOOL FOR RESEARCH, WRITING etc | /r/LLM | 2023-06-26

source link: https://github.com/everydaycodings/SecondBrain

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).