Welcome :)

Everyone talks about AI models — but few can actually deploy & build an intelligent system that runs locally OR in Cloud, monitors itself, and scales like production.

Today, we’re not just talking AI — we’re engineering it. 💥

This is a great way to start your journey to LLM World.

description coming soon!

⚙️ AI Agent = Ollama + FastAPI + Chroma DB + Grafana + Prometheus + Docker Compose 

Welcome to Project 3: The AI Power Stack, where AI meets real-world systems engineering.

This project demonstrates how modern AI agents can be deployed, managed, and monitored using a fully containerized setup built for reliability and scalability. 

A complete AI system using:

• 🧠 Ollama — Runs local LLMs like Mistral, Gemma, and DeepSeek
   
• 🔍 ChromaDB — Stores and retrieves vector embeddings for contextual memory
   
• ⚡ FastAPI — The communication layer connecting models and logic
   
• 📊 Grafana + Prometheus — Powering observability, metrics, and insights
   
• 🐳 Docker Compose — Seamlessly orchestrating everything together
   

• Local, secure AI environment — no cloud dependency 🔒
   
• Real-time performance monitoring and metrics tracking 📈
   
• Modular architecture for agentic AI systems 🤖
   
• Perfect balance between AI innovation and DevOps discipline
   

To teach engineers how to bridge AI and infrastructure — building intelligent, observable, and production-ready systems that go beyond prototypes.

description coming soon!