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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.
🏕️ Reproducible development environment for humans and agents
| Date | Stars |
|---|---|
| 2026-07-31 | 2215 |
| 2026-08-06 | 2218 |
| 2026-08-14 | 2221 |
| 2026-08-18 | 2224 |
| 2026-08-19 | 2223 |
| 2026-08-21 | 2225 |
| 2026-08-22 | 2226 |
| 2026-08-25 | 2226 |
| 2026-08-26 | 2227 |
| 2026-08-27 | 2228 |
| 2026-08-30 | 2227 |
| 2026-09-03 | 2228 |
| 2026-09-05 | 2229 |
| 2026-09-07 | 2229 |
| 2026-09-14 | 2229 |
| 2026-09-16 | 2230 |
| 2026-09-20 | 2231 |
Today
+1 stars today
This week
+2 stars this week
This month
+6 stars this month
Momentum
0.0
growth rate 0.09%/day
<div align="center">
<img src="https://user-images.githubusercontent.com/12974685/200007223-cd94fe9a-266d-4bbd-ac23-e71043d0c3dc.svg#gh-light-mode-only" alt="envd cat wink"/>
<img src="https://user-images.githubusercontent.com/12974685/200007265-4e47ff2c-c2a0-4e77-baaa-760ee8728388.svg#gh-dark-mode-only" alt="envd cat wink"/>
<p>Development environment for AI/ML</p>
</div>
<p align=center>
<a href="https://discord.gg/KqswhpVgdU"><img alt="discord invitation link" src="https://img.shields.io/discord/974584200327991326?style=flat&logo=discord&cacheSeconds=60"></a>
<a href="https://twitter.com/TensorChord"><img src="https://img.shields.io/twitter/follow/tensorchord?style=flat&logo=X&cacheSeconds=60" alt="trackgit-views" /></a>
<a href="https://pypi.org/project/envd"><img src="https://img.shields.io/pypi/pyversions/envd" alt="Python Version" /></a>
<a href="https://github.com/tensorchord/envd#contributors-"><img alt="all-contributors" src="https://img.shields.io/github/all-contributors/tensorchord/envd/main"></a>
<a href="https://pypi.org/project/envd/"><img alt="envd package downloads" src="https://static.pepy.tech/personalized-badge/envd?period=month&units=international_system&left_color=grey&right_color=brightgreen&left_text=downloads/month"</a>
<a href="https://github.com/tensorchord/envd/actions/workflows/CI.yml"><img alt="continuous integration" src="https://github.com/tensorchord/envd/actions/workflows/CI.yml/badge.svg"></a>
<a href='https://coveralls.io/github/tensorchord/envd?branch=main'><img src='https://coveralls.io/repos/github/tensorchord/envd/badge.svg?branch=main' alt='Coverage Status' /></a>
</p>
## What is envd?
envd (`ɪnˈvdɪ`) is a command-line tool that helps you create the container-based development environment for AI/ML.
Creating development environments is not easy, especially with today's complex systems and dependencies. With everything from Python to CUDA, BASH scripts, and Dockerfiles constantly breaking, it can feel like a nightmare - until now!
Instantly get your environment running exactly as you need with a simple declaration of the packages you seek in build.envd and just one command: `envd up`!
<p align="center">
<img src="https://user-images.githubusercontent.com/5100735/207217321-34c30dde-4b55-4871-b6fe-f9fc6ec19986.svg" width="75%"/>
</p>
## Why use `envd`?
Environments built with `envd` provide the following features out-of-the-box:
**Simple CLI and language**
`envd` enables you to quickly and seamlessly integrate powerful CLI tools into your existing Python workflow to provision your programming environment without learning a new language or DSL.
```python
def build():
base(dev=True)
install.conda()
install.python()
install.python_packages(name = [
"numpy",
])
shell("fish")
config.jupyter()
```
**Isolation, compatible with OCI image**
With `envd`, users can create an isolated space to train, fine-tune, or serve. By utilizing sophisticated virtualization technology as well as other features like [buildkit](https://github.com/moby/buildkit), it's an ideal solution for environment setup.
`envd` environment image is compatible with [OCI image specification](https://github.com/opencontainers/image-spec). By leveraging the power of an OCI image, you can make your environment available to anyone and everyone! Make it happen with a container registry like Harbor or Docker Hub.
**Local, and cloud**
`envd` can now be used on a hybrid platform, ranging from local machines to clusters hosted by Kubernetes. Any of these options offers an efficient and versatile way for developers to create their projects!
```sh
$ envd context use local
# Run envd environments locally
$ envd up
...
$ envd context use cluster
# Run envd environments in the cluster with the same experience
$ envd up
```
Check out the [doc](https://envd.tensorchord.ai/teams/kubernetes.html) for more details.
**Build anywhere, faster**
`envd` offers a wealth of advantages, such as remoExcerpt of 38,383 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:bfb4e63b22ecd026, topic:mlops, topic:llmops, desc:reproducible
