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