Gen AI

2 articles

Retrieval-Augmented Generation (RAG) with Python, PostgreSQL, and Qdrant - Part 1: Installing PostgreSQL and Qdrant with Docker

Gen AI

1 August 2025

Retrieval-Augmented Generation (RAG) with Python, PostgreSQL, and Qdrant - Part 1: Installing PostgreSQL and Qdrant with Docker

In this article, we’ll explore how to prepare your environment for building a Retrieval-Augmented Generation (RAG) system using Python, PostgreSQL, and Qdrant.

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Ollama with Llama 3.2 on Google VM with GPU

Gen AI

19 July 2025

Ollama with Llama 3.2 on Google VM with GPU

Before starting, ensure your VM is configured with GPU support and Ubuntu 22.04 LTS (minimal). Enable SSH port access for browser-based connections, and verify that the Google Cloud CLI or SDK is set up on your computer. In this experiment, we’ll be connecting via an SSH tunnel.

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About This Blog

Welcome to my playground, notes from my hands-on adventures in Google Cloud, Gen AI, and code. Born from trial, error, and curiosity.

Implementing Advanced Syntax Highlighting with Line Numbers and Copy Functionality in Next.js Blog

12 September 2025

Retrieval-Augmented Generation (RAG) with Python, PostgreSQL, and Qdrant - Part 1: Installing PostgreSQL and Qdrant with Docker

1 August 2025

Gen AI

Retrieval-Augmented Generation (RAG) with Python, PostgreSQL, and Qdrant - Part 1: Installing PostgreSQL and Qdrant with Docker

Ollama with Llama 3.2 on Google VM with GPU

Implementing Advanced Syntax Highlighting with Line Numbers and Copy Functionality in Next.js Blog

Automating Media File Renaming: A Practical Bash Scripting Project

Reclaiming Disk Space from Docker on Mac

Google Cloud PostgreSQL Managed Instance with Cloud SQL Proxy

Retrieval-Augmented Generation (RAG) with Python, PostgreSQL, and Qdrant - Part 1: Installing PostgreSQL and Qdrant with Docker