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Category: Tutorials

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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Sustainable AI: Tracking Carbon Footprints of Mistral Models with Ollama & CodeCarbon

This video series explores explore the environmental impact of artificial intelligence and challenge the narrative that AI is inherently sustainable. I break down the real…

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Measuring AI’s Carbon Footprint and Impact with CodeCarbon & Eco2AI

This video series explores explore the environmental impact of artificial intelligence and challenge the narrative that AI is inherently sustainable. I break down the real…

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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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Beyond Subtitles: AI-Powered Video Content Discovery #ia #nlp #spacy #whisper #streamlit #python

This video covers advanced techniques for analyzing subtitle files using machine learning models. We explore a Streamlit application that uses the spaCy library to load…

Continue reading → Beyond Subtitles: AI-Powered Video Content Discovery #ia #nlp #spacy #whisper #streamlit #python

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Combining Face Recognition and Image Captioning: A Comprehensive Guide #python #ia

This video series covers advanced techniques for image captioning and face recognition using machine learning models. We explore the BLIP model for generating image captions,…

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Using Semantic Similarity with a CMS #ia #nlp #cms #api #python

In this video, the underlying user story for this code is straightforward: to establish a semantic match between all existing keywords in a CMS (such…

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Streamlit & Ollama: Querying Mistral LLM Locally and Generating Titles & Keywords

In this video, we delve into the challenge of evaluating the quality of AI-generated text, focusing on how to ensure it is accurate and avoids…

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Promptfoo: The Ultimate Tool for Ensuring LLM Quality and Reliability (Part 2)

An article exploring the process for testing the output of Large Language Models (LLMs) using a tool called “promptfoo.” This tool allows developers to evaluate…

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Promptfoo: The Ultimate Tool for Ensuring LLM Quality and Reliability (Part 1)

An article exploring the process for testing the output of Large Language Models (LLMs) using a tool called “promptfoo.” This tool allows developers to evaluate…

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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 #2 Master Vuejs: Build Your First App and Project with Ease

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…

Continue reading → 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

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Video #1 Using LLM in Ollama or LM Studio: Discover LLMs potential (orca-mini) help through Ollama 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…

Continue reading → Video #1 Using LLM in Ollama or LM Studio: Discover LLMs potential (orca-mini) help through Ollama for daily tasks in a safe and confidential way

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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…

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

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Posts pagination

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Good pick ?

Recent inventory

  • 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
  • AI Implementation Challenges: Strategic Considerations for Prompt Management, Data Integration, and Organizational Knowledge Sharing
  • Maximizing Claude AI: Desktop App, MCP, Agents & Presentation Generation Guide

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