AI

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 Configuring MCPO for Open WebUI – A Complete Guide....

Docling Chunkers: Overview and Comparison Docling provides several chunkers for splitting documents into semantically meaningful pieces, each with different strategies and sophistication: 1. BaseChunker 2. HierarchicalChunker 3. HybridChunker Summary Table: Chunker Structure-Aware Sliding Window Semantic Coherence Use Case Sophistication BaseChunker No No Low Simple, unstructured docs Basic HierarchicalChunker Yes No...

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. What is Docling? Docling is a powerful Python library for document processing that: Key...

📝 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...

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...