Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.
| Date | Stars |
|---|---|
| 2026-07-24 | 6242 |
| 2026-07-25 | 6242 |
| 2026-07-28 | 6242 |
| 2026-07-30 | 6242 |
| 2026-08-06 | 6242 |
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# AI Notes
notes on AI state of the art, with a focus on generative and large language models. These are the "raw materials" for the https://lspace.swyx.io/ newsletter.
> This repo used to be called https://github.com/sw-yx/prompt-eng, but was renamed because [Prompt Engineering is Overhyped](https://twitter.com/swyx/status/1596184757682941953). This is now an [AI Engineering](https://www.latent.space/p/ai-engineer) notes repo.
This Readme is just the high level overview of the space; you should see the most updates in the OTHER markdown files in this repo:
- `TEXT.md` - text generation, mostly with GPT-4
- `TEXT_CHAT.md` - information on ChatGPT and competitors, as well as derivative products
- `TEXT_SEARCH.md` - information on GPT-4 enabled semantic search and other info
- `TEXT_PROMPTS.md` - a small [swipe file](https://www.swyx.io/swipe-files-strategy) of good GPT3 prompts
- `INFRA.md` - raw notes on AI Infrastructure, Hardware and Scaling
- `AUDIO.md` - tracking audio/music/voice transcription + generation
- `CODE.md` - codegen models, like Copilot
- `IMAGE_GEN.md` - the most developed file, with the heaviest emphasis notes on Stable Diffusion, and some on midjourney and dalle.
- `IMAGE_PROMPTS.md` - a small [swipe file](https://www.swyx.io/swipe-files-strategy) of good image prompts
- **Resources**: standing, cleaned up resources that are meant to be permalinked to
- **stub notes** - very small/lightweight proto pages of future coverage areas
- `AGENTS.md` - tracking "agentic AI"
- **blog ideas**- potential blog post ideas derived from these notes bc
<!-- START doctoc generated TOC please keep comment here to allow auto update -->
<!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc TO UPDATE -->
<details>
<summary>Table of Contents</summary>
- [Motivational Use Cases](#motivational-use-cases)
- [Top AI Reads](#top-ai-reads)
- [Communities](#communities)
- [People](#people)
- [Misc](#misc)
- [Quotes, Reality & Demotivation](#quotes-reality--demotivation)
- [Legal, Ethics, and Privacy](#legal-ethics-and-privacy)
</details>
<!-- END doctoc generated TOC please keep comment here to allow auto update -->
## Motivational Use Cases
- images
- https://mpost.io/best-100-stable-diffusion-prompts-the-most-beautiful-ai-text-to-image-prompts
- [3D MRI synthetic brain images](https://twitter.com/Warvito/status/1570691960792580096?) - [positive reception from neuroimaging statistician](https://twitter.com/danCMDstat/status/1572312699853312000?s=20&t=x-ouUbWA5n0-PxTGZcy2iA)
- [multiplayer stable diffusion](https://huggingface.co/spaces/huggingface-projects/stable-diffusion-multiplayer?roomid=room-0)
- video
- img2img of famous movie scenes ([lalaland](https://twitter.com/TomLikesRobots/status/1565678995986911236))
- [img2img transforming actor](https://twitter.com/LighthiserScott/status/1567355079228887041?s=20&t=cBH4EGPC4r0Earm-mDbOKA) with ebsynth + koe_recast
- how ebsynth works https://twitter.com/TomLikesRobots/status/1612047103806545923?s=20
- virtual fashion ([karenxcheng](https://twitter.com/karenxcheng/status/1564626773001719813))
- [seamless tiling images](https://twitter.com/replicatehq/status/1568288903177859072?s=20&t=sRd3HRehPMcj1QfcOwDMKg)
- evolution of scenes ([xander](https://twitter.com/xsteenbrugge/status/1558508866463219712))
- outpainting https://twitter.com/orbamsterdam/status/1568200010747068417?s=21&t=rliacnWOIjJMiS37s8qCCw
- webUI img2img collaboration https://twitter.com/_akhaliq/status/1563582621757898752
- image to video with rotation https://twitter.com/TomLikesRobots/status/1571096804539912192
- "prompt paint" https://twitter.com/1littlecoder/status/1572573152974372864
- audio2video animation of your face https://twitter.com/siavashg/status/1597588865665363969
- physical toys to 3d model + animation https://twitter.com/sergeyglkn/status/1587430510988611584
- music videos
- [video killed the radio star](https://www.youtube.com/watch?v=WJaxFbdjm8c), [Excerpt of 50,732 characters
Read on GitHub
swyx.io · smol.ai · United States
279
17
Noah Hein · @tenstorrent
4
3
2
Rita Kozlov · Cloudflare · United States
2
2
2
Xander Song · United States
2
Joseph Nelson
2
2
2
Kieran Gill
1
1
1
1
1
cocktailpeanut
1
Sherif A. Nada · @sirdab @airbytehq @LiveRamp
1
Dariush Abbasi · @alternbits
1
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:423838b26dc191a4, topic:stable-diffusion, readme:text-to-image, readme:stable diffusion
matched fp:423838b26dc191a4, topic:gpt
matched fp:423838b26dc191a4, topic:multimodal
matched fp:423838b26dc191a4, topic:prompt-engineering, readme:prompt engineering