What Tech Stack Should I Use for My AI Application?

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Asked By CreativeSky67 On

I'm planning to develop an AI app tailored for a specific use case. Basically, it's going to be a wrapper around GPT, utilizing a language model with retrieval-augmented generation (RAG) and distinct memory for each user, plus possibly some tool calling. I'm having trouble finding a unified backend solution that fits all these needs. What tech stacks do you guys recommend?

6 Answers

Answered By StartupDreamer On

You should definitely check out AWS Amplify. It's super easy to set up and budget-friendly. Plus, you can choose the front end that suits you, and as you scale, integrating other AWS services is a breeze.

Answered By CodeWizard88 On

I'm officially using Go for my backend, but honestly, I'd suggest Node.js. It comes with a lot of libraries that can make your life easier as you build.

Answered By TechyGuru29 On

For starters, I recommend using the OpenAI API with pgvector. It keeps things straightforward and simple, just right for getting things off the ground.

Answered By CreativeSky67 On

Thanks for all the great suggestions, everyone!

Answered By AIEnthusiast55 On

That sounds like a fascinating project! You might want to explore combining LangChain or LlamaIndex for RAG and memory management. A tech stack involving FastAPI or Node.js could effectively manage user sessions and tool interactions. Plus, hosting platforms like AWS or Vercel can handle your deployment easily. There's no perfect solution yet, so a modular approach to your stack might be the way to go. What tools are you thinking of using?

CuriousDev23 -

I'm considering a few options, but I'm still not sure what fits best for my project.

AIEnthusiast55 -

Take your time selecting! It's essential to find a combination that aligns well with your app's needs.

Answered By DevMaster42 On

Depending on how unique your application is, you might want to consider building your own solution. It could give you more flexibility to cater to your specific requirements.

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