Built a small AI learning agent, looking for advice on the architecture

I recently built **Telusuko AI**, a small AI learning assistant for students.

🔗 [https://irfan95sayyad.github.io/Telusuko\\\_AI/\](https://irfan95sayyad.github.io/Telusuko\_AI/)

**Stack:** HTML + Bootstrap + Flowsie + Groq API + GitHub Pages.

The current flow is basically:

`Student → Flowsie Agent → Groq API → Response`

The problem is that Groq's API limit gets exhausted sometimes, so the agent stops responding until the limit resets.

I'm thinking about improving the architecture with things like **multiple LLM providers, fallback models, a backend/API layer, or caching**.

For those who have built LLM/AI agents:

**How would you architect this differently?**
Would you use an LLM gateway, multiple providers, or something else?

I'd really appreciate some practical advice from people who have experience building these systems.

reddit.com
u/Salt-Economics9164 — 9 days ago

Built a small AI learning agent, looking for advice on the architecture

I recently built Telusuko AI, a small AI learning assistant for students.

🔗 https://irfan95sayyad.github.io/Telusuko_AI/

Stack: HTML + Bootstrap + Flowsie + Groq API + GitHub Pages.

The current flow is basically:

Student → Flowsie Agent → Groq API → Response

The problem is that Groq's API limit gets exhausted sometimes, so the agent stops responding until the limit resets.

I'm thinking about improving the architecture with things like multiple LLM providers, fallback models, a backend/API layer, or caching.

For those who have built LLM/AI agents:

How would you architect this differently?
Would you use an LLM gateway, multiple providers, or something else?

I'd really appreciate some practical advice from people who have experience building these systems.

reddit.com
u/Salt-Economics9164 — 9 days ago

Can I build and deploy an AI agent completely for free?

I'm learning about AI agents and wanted to know if it's possible to build one, deploy it, and use it for free.

I'm looking for something that supports:

Building an AI agent with tools/workflows

Deploying it online (GitHub) or anyother like streamlit vercel etc..

Using it through an API or a web interface

A free tier that's actually usable for personal projects and learning

I'm okay with using open-source models or free cloud services if needed.

What tech stack or platforms would you recommend? Also, what are the limitations of staying completely free?

Thanks in advance!

reddit.com
u/Salt-Economics9164 — 25 days ago
▲ 1 r/guntur

Is There Any Way to Know the Truth? A Friend's Last Option.

My friend has a doubt about his girlfriend because she isn't giving him time. She always hides her mobile from him. When he texts or calls, she'll say, "I'm busy," but she was online just now. Now he's just checking whether she is cheating or not.

Do we have anyone to help with this?

Cinema lo chusthamm ga, oka link click chasty aa phone access vidiki vachidi. Vidu oka two three days observe chasty continue avalla or breakup telisipoidi.

Nenu already "leave it" annnaa, but he is saying, "Last option ra."

reddit.com
u/Salt-Economics9164 — 25 days ago