AI Agent Power Stack (Part 3) ⚡ Ollama + FastAPI + Chroma + Grafana + Prometheus in Docker Compose

Description

Part 3: Connecting Brains 🧠 | Ollama + Chroma + FastAPI — The Core of AI Agents Welcome to Part 3 of the AI Power Stack Series ⚡ In this episode, we go deep into the heart of AI systems engineering — connecting Ollama, ChromaDB, and FastAPI to create a fully functional, intelligent agent stack. 💡 What You’ll Learn: • How Ollama serves local LLMs efficiently 🧠 • Using ChromaDB for vector storage and retrieval 🔍 • Integrating with FastAPI to serve dynamic, intelligent responses 🚀 • Structuring your AI app for scalability and modular growth • Real-world use cases for AI + Vector Databases in production environments 🧱 Tech Stack Covered: Ollama, ChromaDB, FastAPI, Docker Compose, Prometheus, and Grafana 🎯 Goal: Build a flexible, self-hosted AI system that’s easy to extend, monitor, and scale. 👉 Subscribe for Part 4 where we’ll focus on monitoring, observability, and scaling AI apps in production! ✨ Stay Connected with Remoder Inc. - 🔗 LinkedIn: https://www.linkedin.com/company/remoder - 🧠 Author: https://www.linkedin.com/in/sanjars/ - 🎥 Subscribe: https://www.youtube.com/@remoder-inc - 🌐 Learn More: remoder.com - 📩 For inquiries or collaborations: hello@remoder.com #Grafana #Prometheus #MLOps #observability #Docker #AI #MLOps #DevOps #Remoder #FastAPI #Ollama #ChromaDB #Engineering