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Tag: Agile

WebMCP Explained: Turn Your WordPress Site into Tools for AI Agents

WebMCP: The Next Layer of Your WordPress Strategy This video introduces WebMCP — a concept and WordPress plugin that exposes your site’s structured content as…

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WordPress Taxonomy Pipeline Pt.2: Wikidata + Breadcrumb JSON & WP Plugin Demo

Part 2 of 2 | AI-Powered WordPress Taxonomy Migration Continuing from Part 1 — Step 3 (Wikidata enrichment) has finished processing 100 WordPress tags. Now…

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Build a RAG with Claude Code: From User Stories to a Multi-Domain AI Assistant

In this video, I walk through the complete setup of a Retrieval-Augmented Generation (RAG) system built entirely with Claude Code, from initial idea to working…

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AI in WordPress: How Embeddings & Semantic Clustering Can Transform Your Content Strategy

In this video, I dive into the practical implementation of AI in journalism and content management, focusing on Semaphore—a custom WordPress plugin I developed. This…

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From French to Fulfulde: How Well Does Whisper Handle Low-Resource Languages?

In this video, we dive into the challenges and opportunities of using Whisper, OpenAI’s speech recognition model, to transcribe low-resource languages—specifically African languages like Fulfulde,…

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Quick Discovering mistral-ocr, Quick & Simple

In this video, we dive into mistral-ocr —a powerful tool for extracting structured text from PDFs and images. This is part of my ongoing work…

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Natural Language & Multilingual Image Discovery: How AI Understands Your Searches #ia #image

This video series explores the creation of an AI-powered image search application using Streamlit, open_clip, and faiss. The application enables users to search for images…

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Video #6 Streamlit Mastery: View Whisper Transcripts & Prevent Page Reloads

This video is part of a post “Building a Vue.js SPA (Single Page Application) Frontend with FastAPI Backend for AI Integration” QUICK DESCRIPTION Transitioning from…

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Video #4 Connect FastAPI Backend to Vue.js Frontend: Full Guide

This video is part of a post “Building a Vue.js SPA (Single Page Application) Frontend with FastAPI Backend for AI Integration” QUICK DESCRIPTION Transitioning from…

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Video #1 Scaffold Your First Vitejs App: Comprehensive Beginner’s Guide

This video is part of a post “Building a Vue.js SPA (Single Page Application) Frontend with FastAPI Backend for AI Integration” QUICK DESCRIPTION Transitioning from…

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Video #2 Using LLM in Ollama or LM Studio: Discover LLMs (Mistral) potential help through LM Studio for daily tasks in a safe and confidential way

This video is part of a post “Empower Your Workflow: Harnessing the Power of LM Studio and Ollama for Seamless Local LLM Execution” POST: https://wp.me/p3Vuhl-3iX…

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#3 IA Text Translation : Usecase with FastAPI and Roberta (xlm-roberta-base, xlm-roberta-large) for Masked language modeling

This video is part of a post “Crafting Fluent Translation API: A quick Journey into Text Translation with NLLB, HuggingFace, and FastAPI, Plus a small…

Continue reading → #3 IA Text Translation : Usecase with FastAPI and Roberta (xlm-roberta-base, xlm-roberta-large) for Masked language modeling

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#2 IA Text Translation : Revolutionize Translation Apps with Gradio: A Quick Guide to Building and Sharing Your Own Apps!

This video is part of a post “Crafting Fluent Translation API: A quick Journey into Text Translation with NLLB, HuggingFace, and FastAPI, Plus a small…

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#1 POC with #fastapi for an #nlp #api with #spacy #sqlalchemy #sqlite and… #streamlit

A simple combination with Streamlit, FastAPI and Spacy to expose “features” like: NER (entities), Summary (summary), Tags extraction (keywords) for text in French, Spanish, English…

Continue reading → #1 POC with #fastapi for an #nlp #api with #spacy #sqlalchemy #sqlite and… #streamlit

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#3 POC with #fastapi and #docker using an ORM like #sqlalchemy for a #mysql #database

POC from 008_fastapi_mysql_restapi: Using Docker to create a MYSQL database and a PhpMyAdmin instance connected to FastAPI POC. This video is part of the post…

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#1 How to expose NLP Machine Learning Models for Spacy by quickly building an API with FastAPI

I already mention this POC. The files are a mix between logical code written by ChatGPT (I have given the prompt in the main.py) and…

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#2 How-to create an API with FastAPI, backend for a web app made with Streamlit

A quite simple, educational and hybrid project that demonstrate how-to create an API with FastAPI (backend) that will be the backend a web app made…

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#1 Machine Learning for NLP: Labeling process to train a “custom” NER for Spacy with Label Studio

This video is part of the post “The importance of the Labeling process or annotating inside an ML pipeline plus an example on how-to train…

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#4 After using ChatGPT a Quick POC to check Plagiarism with Python

This video goes with this post “Using ChatGPT on a daily work as a P.O, Developer or for Q/A or Support and checking plagiarism if…

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#2 Using ChatGPT for coding Generate Python code with comments using Beautiful Soup & SQL command for SQLite

This video goes with this post “Using ChatGPT on a daily work as a P.O, Developer or for Q/A or Support and checking plagiarism if…

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Good pick ?

Recent inventory

  • WebMCP, the End of Clicks, and the Semantic Upgrade Your WordPress Site Actually Needs
  • Claude Code, CLAUDE.md, and Token Optimization: Practical Tips for RAG Development Without Burning Your Credits
  • AI-Augmented Journalism: Practical Implementation of Semantic Clustering, Multilingual Transcription, and WordPress Automation
  • AI, Agentic Browsers and the End of Digital Autonomy
  • Rescuing Failed AI Implementations + Practical Explorations with n8n, Ollama & GEO

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