Python

hey y'all , I'm getting bad or irrelevant chunks from my chroma langchain retriever , how do I solve it?

Hi, I want to learn Python programming. What do you recommend?

To start to read. Like the pinned message in this group

Challenge for admin: Don't be rude for no reason Difficulty level SS+

@hyunlee1o though the course was free

free ban

Hi everyone, I’m looking for advice on a good architecture for building an AI-powered application using Python. I want to understand best practices for structuring the project (for example: backend, model integration, data flow, etc.). If you have experience with scalable and clean architectures (like microservices, modular monolith, or similar), I’d really appreciate your suggestions. Also, which tools, frameworks, or libraries do you recommend for working with AI in Python?

It is hard to suggest an architecture for something we don't have any details other than you want to integrate AI. Perhaps you need to learn architectural patterns so you can see what can be applied to your needs: https://www.oreilly.com/library/view/architecture-patterns-with/9781492052197/ Also "working with AI" is super ambiguous, we don't know if you mean using an LLM, use a local modal, develop a model, use other statistical methods or what else

Hi everyone! I’m looking for advice on WhatsApp automation (using Green API or similar tools). What are the best practices to prevent account bans? I'd appreciate any tips on message limits, delay

WhatsApp automation? Prevent account ban? Are you making a spam bot🤔

Nope, why spam bot, just assistant

Oh ok

Thanks. I’m a Golang specialist. I was asking because I want to study an example architecture (even if it’s in Python) and try building a project with AI integration.

No this group is not for asking for ready made tools but for coding questions