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These days web based saas products usually use next.js and react framework, but AI related functions mostly are written in python. For an AI + saas product, how should one architect in this such case? Shall wrap AI related functions as a restful API and call from web app, or is there some more optimal way?

I’m looking for an AI similar to Character AI. But, I want one where one character can beat another one up. However, whenever I used NSFW ones, it always turns sexual.

Can anyone recommend any AI tools I can use? I like the back and forth I get from Character AI, but I’m open to other options.

Hello guys, i had this idea of building a local RAG model specialized in kaggle competitions, the purpose is to make the bot answer questions about any competition based on given context (contexts are gathered and stored in faiss vectorstore), which can help the user to save time from reading all those discussion threads and notebooks.

with 8gb RAM and cpu only, i managed to use Mistral-7b-Q4_K_M.gguf model, but the flow in increadibly slow, i feel like i am waiting forever to get an answer (about two minutes, sometimes longer).

i’ve put the codebase on github, feel free to check https://github.com/kaoutaar/KaggleBOT

do you think it’s a good sideproject to put on my resume, i need your feedbacks please.

and how can i improve the latency?

Found on playstore.

I tried it out and you can do alot with this. Although some features are not available yet. But what stood out to me is they are going to make video chat available. You can call it on the phone to. Or even pay games with your ai it looks pretty cool

just came across PUBLIC AI. What makes it different from other AI projects out there?