Hello.

I have searched a lot on the internet, but I need a little help, advice from you.

I want to use different Aİ tools, integrate them, test, etc. for example, OpenWebUI, then different TTS models, ChromaDB. It is more like a Mini Aİ lab on my main PC.

I don’t know how to chose correct env. I tried most of them. As I understand Venv is not recommended as it is only for python. So when using GPU, it can be problem.

So I test both Conda and Docker. Condo is good, but after searching a lot, I see that people recommending Docker. When I move Docker, it got worse, a lot of errors, conflicts, more network mapping problem, etc. Docker is a headache for me. I had reasons why I moved to Docker:

I tried Docker, because of its portability (also updating whole Docker env is easier than Conda env) but I learned that I can use Conda to backup my env and transfer it to another PC.

So, what do you recommend me, is Conda better than Docker for my case? I want to know what people actually use too

Note: I’m using Windows 11, Docker Desktop, WSL2.

Thanks.