PersonaPlex: Mastering Conversational English with NVIDIA and RunPod
PersonaPlex: Mastering Conversational English with NVIDIA and RunPod
AI
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AI
13 posts
Maximizing Value: How I Optimize GitHub Copilot Pro and Anthropic Subscriptions for Coding and Research
As a data scientist and developer, I rely on advanced LLMs (Large Language Models) like Claude Opus, Sonnet, GPT-4.1, and GPT-4o for both architectural planning and daily coding. But I quickly learned that the same model behaves differently depending on the platform—and...
AI
RunPod: The Cloud GPU Solution for Data Science Students
Is your laptop struggling to train Machine Learning models? Discover how RunPod can democratize your access to high-performance GPUs.
AI
Mastering Internal Networking in Coolify: Connecting n8n, Flowise, and OpenSearch Like a Pro
If you run a self-hosted stack on Coolify (v4), you likely have powerful AI tools like n8n, Flowise, LangFlow, and OpenSearch running side-by-side. But there is a catch: out of the box, Coolify assigns them long, random container names like n8n-cs0gs0kogswgsgwk....
AI
How to Install Langflow on Oracle ARM (Ubuntu) using Coolify: The “Proper” Way
Deploying AI tools like Langflow on self-hosted hardware (like the generous Oracle Cloud ARM Free Tier) gives you total control over your data and costs. While tools like Coolify make deployment easy, Langflow has a few quirks regarding data persistence and admin...
AI
Self-Hosting a Vector Database: OpenSearch on Oracle ARM with Coolify
If you are building AI applications, RAG (Retrieval-Augmented Generation) pipelines, or just need a powerful search engine, you need a Vector Database. While services like Pinecone are great, they get expensive.
AI
Deploying MCPO with Dockerfile on Coolify
MCPO (Model Context Protocol OpenAPI Proxy) is a tool that exposes MCP server tools as OpenAPI endpoints, making them easy to integrate with platforms like Open WebUI. I previously wrote a detailed post on manual MCPO installation and configuration: 🚀 Installing and...
AI
Converting the Mexican Constitution PDF to Markdown with Docling
This tutorial demonstrates how to use Docling to convert PDF documents to Markdown, JSON, and other formats. We’ll use the Mexican Constitution (Constitución Política de los Estados Unidos Mexicanos – CPEUM) as our practical case study.
AI
Docling Chunking Tutorial: Preparing Documents for RAG
Docling Chunkers: Overview and Comparison
AI
🚀 Installing and Configuring MCPO for Open WebUI: A Complete Guide
Today I successfully set up MCPO (MCP-to-OpenAPI) to work seamlessly with Open WebUI, providing access to powerful external APIs through the Model Context Protocol. This post documents the entire process, scripts, and configuration needed for a smooth installation.
AI
Installing AnythingLLM on Oracle ARM Ubuntu Server
A comprehensive guide for self-hosting AnythingLLM with Docker, Caddy, and Ollama
AI
Building Your First MCP Server: A Journey from API to AI Assistant
How I built a production-ready MCP server for Mexican economic data and what I learned along the way
AI
The Ultimate Guide to Installing and Using Gemini CLI on Windows, Linux, and VS Code
In the fast-paced world of software development, efficiency is everything. What if you could bring the power of a cutting-edge AI directly into your terminal, ready to answer questions, explain code, and generate commands without ever leaving your command line? That’s...
AI