🚀 Introduction Ever needed to quickly share a local project with someone without deploying it? Cloudflared makes it incredibly easy to expose your local development server to the web temporarily. Whether you’re showing off a new feature, getting feedback on a design, or testing an API, Cloudflared tunnels provide a...
Continue reading...Converting PDF Documents to Markdown with PyMuPDF: A Complete Guide for Vector Database Preparation
Introduction In the era of AI and large language models, converting PDF documents to well-structured Markdown has become essential for creating embeddings and storing documents in vector databases like Qdrant or Pinecone. This comprehensive guide will walk you through using PyMuPDF, a powerful Python library for PDF manipulation, to convert...
Continue reading...🚀 Installing and Configuring MCPO for Open WebUI: A Complete Guide
📝 Introduction 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. 🎯 What is MCPO? MCPO is a bridge that converts...
Continue reading...Installing AnythingLLM on Oracle ARM Ubuntu Server
A comprehensive guide for self-hosting AnythingLLM with Docker, Caddy, and Ollama 🤖 What is AnythingLLM? AnythingLLM is a powerful, self-hosted AI knowledge management and chat platform that transforms how you interact with your data and AI models. It’s designed to be your personal AI workspace where you can combine multiple AI...
Continue reading...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 As someone who works at the intersection of data science and finance, I’m always looking for ways to make economic data more accessible. When I discovered the Model Context Protocol (MCP), I...
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