Top 13 Python Generative Projects

• 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

• mmgeneration

  2 1,796 2.4 Python

  MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

  

• 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.

  

• samila

  24 1,062 1.9 Python

  Generative Art Generator

• gangealing

  3 1,008 0.0 Python

  Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)

• Pallaidium

  8 806 9.2 Python

  Generative AI for the Blender VSE: Text, video or image to video, image and audio in Blender Video Sequence Editor.

Project mention: Würstchen is here! A game changing, fastest high-resolution image generation model | /r/StableDiffusion | 2023-09-16

Get Pallaidium for free here: https://github.com/tin2tin/Pallaidium

• Generative-Art

  1 299 0.0 Python

  A selection of generative art scripts written in Python (by JakobGlock)

• pollinations

  32 193 8.7 Python

  Generate Art

  

Project mention: Netflix Queen Elizabeth generated by Chat GPT | /r/HolUp | 2023-12-11

It literally says pollinations.ai in the bottom right

• 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.

  

• anton

  3 152 0.0 Python

  anton is an open-source generative design framework built with Blender and Python

  

• generative-art

  2 119 0.0 Python

  Generative art experiments (by anaulin)

• GAS

  2 52 3.2 Python

  Generative Art Synthesizer - a python program that generates python programs that generates generative art

• Blobby

  3 52 0.0 Python

  Generative SVG blob characters

• tutorials

  2 19 10.0 Python

  Examples using the computerender API (by computerender)

  

• natural-synth

  1 1 0.0 Python

  Open-Source IoT-based Digital Hardware and Software Synthesizer (Arduino, Raspberry Pi, Flask)

  

Python Generative related posts

• Samila v1.1 Released: Generative Art Generator in Python + Rotation
  1 project | /r/aipromptprogramming | 5 Apr 2023
• Samila v1.1 Released: Generative Art Generator in Python + Rotation
  1 project | /r/coolgithubprojects | 5 Apr 2023
• Samila: Generative Art Generator in Python
  1 project | news.ycombinator.com | 15 Jan 2023
• Samila : A Generative Art Generator in Python
  1 project | /r/generative | 14 Dec 2022
• Samila v1.0 Released: Generative Art Generator in Python
  1 project | /r/coolgithubprojects | 14 Dec 2022
• Generative Design for Structural Engineering
  1 project | /r/GenerativeDesign | 31 Oct 2022
• Samila v0.9: Colorful Generative Art
  1 project | /r/Python | 28 Sep 2022
• A note from our sponsor - WorkOS
  workos.com | 25 Apr 2024

  The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →

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