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Adding RAG and ML to AI files reorganization CLI (messy-folder-reorganizer-ai)

A month ago, I created the first naive version of a CLI tool for AI-powered file reorganization in Rust — messy-folder-reorganizer-ai. It sent file names and paths to Ollama and asked the LLM to gen...

28.03.2025 0 Read More

How Cosine Similarity Helped My CLI Decide Where Files Belong (messy-folder-reorganizer-ai)

Introduction In version 0.2 of messy-folder-reorganizer-ai, I used the Qdrant vector database to search for similar vectors. This was necessary to determine which folder a file should go into...

28.03.2025 0 Read More

How I Became the Gatekeeper of a Web Directory on RHEL 9

📚 Table of Contents The Mission: Lock It Down Step 1: Summon the User Step 2: Build the Playground Step 3: Hand Over the Keys Step 4: Lock the Gates Step 5: Drop Some Code Magic Step 6: C...

04.05.2025 0 Read More

IBM's Pioneering Role in Open Source and Blockchain: A Holistic Analysis

Abstract: This post explores IBM’s trailblazing journey in the open source and blockchain arenas. We delve into IBM’s historical investments—from its groundbreaking $1 billion Linux commitment a...

04.05.2025 0 Read More

Build a File Upload API in Golang

Just look around you, we are all surrounded by apps that upload files in one form or another - Facebook, Gmail, Github and even the videos I have uploaded on YouTube is an implementation of some fil...

04.05.2025 0 Read More

AWS open source newsletter, #208

Edition #208 - March 2025 Welcome to issue #208 of the AWS open source newsletter, the newsletter where we try and provide you the best open source on AWS content. As always, we have more gre...

28.03.2025 0 Read More

After a Year of Wanting a Typed Rails and Starting Development, I Released a Framework for TypeScript

I released version 1.0 of Accella, a TypeScript-oriented web framework, in February 2025. In this article, I’ll provide a brief introduction to Accella, followed by a chronological overview of its d...

28.03.2025 0 Read More

MLflow-Powered Generative AI Observability with Amazon Bedrock

Complete AWS-CDK implementation for Integrating Amazon Bedrock with MLflow on ECS FargateThis step-by-step guide demonstrates how to build a generative AI observability platform based on MLflow tracki...

28.03.2025 0 Read More

# PostgreSQL Tutorial: 🚀 How to Improve PostgreSQL Database Performance: A Practical Guide

PostgreSQL is a powerful and feature-rich open-source relational database, but like any complex system, its performance depends heavily on how it's used. Whether you're managing a startup app or a lar...

04.05.2025 0 Read More

# OpenSearch : 🚀 How to Improve Index and Shard Performance in OpenSearch

OpenSearch, a powerful distributed search and analytics engine, offers high scalability and near real-time search capabilities. However, as data volume and query complexity grow, performance bottlenec...

04.05.2025 0 Read More

Adding RAG and ML to AI files reorganization CLI (messy-folder-reorganizer-ai)

How Cosine Similarity Helped My CLI Decide Where Files Belong (messy-folder-reorganizer-ai)

How I Became the Gatekeeper of a Web Directory on RHEL 9

IBM's Pioneering Role in Open Source and Blockchain: A Holistic Analysis

Build a File Upload API in Golang

AWS open source newsletter, #208

After a Year of Wanting a Typed Rails and Starting Development, I Released a Framework for TypeScript

MLflow-Powered Generative AI Observability with Amazon Bedrock

# PostgreSQL Tutorial: 🚀 How to Improve PostgreSQL Database Performance: A Practical Guide

# OpenSearch : 🚀 How to Improve Index and Shard Performance in OpenSearch

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