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…
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,…
Continue reading → From French to Fulfulde: How Well Does Whisper Handle Low-Resource Languages?
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…
Continue reading → Quick Discovering mistral-ocr, Quick & Simple
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…
How to Measure the Carbon Footprint of Your Local Mistral-Poet LLM Running on Ollama with 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…
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…
Continue reading → Measuring AI’s Carbon Footprint and Impact with CodeCarbon & Eco2AI
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…
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…
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…
Continue reading → Using Semantic Similarity with a CMS #ia #nlp #cms #api #python
In this video, we demonstrate how to use Streamlit to query the Mistral LLM locally with the help of Ollama. We’ll show you how to…
Continue reading → Evaluating AI-Generated Text: Semantic Similarity with Sentence Embeddings
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…
Continue reading → Streamlit & Ollama: Querying Mistral LLM Locally and Generating Titles & Keywords
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…
Continue reading → Promptfoo: The Ultimate Tool for Ensuring LLM Quality and Reliability (Part 1)
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…
Continue reading → 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…
Continue reading → 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…
Continue reading → Video #1 Scaffold Your First Vitejs App: Comprehensive Beginner’s Guide
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…
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…
This video is part of a post “Unlocking Speech-to-Text: Harnessing the Power of the OpenAI Whisper API with FastAPI Integration.” This file “011_faster_whisper.py” enables quick…
Continue reading → Using #whisper & #fastapi: Unlocking Multilingual Transcription with #whisper
This video is part of a post “Unlocking Speech-to-Text: Harnessing the Power of the OpenAI Whisper API with FastAPI Integration.” This file “009_openai_whisper_fastapi.py” is POC…
Continue reading → Using #whisper & #fastapi : Creating a #multilingual Audio #api with #whisper
This video is part of a post “Unlocking Speech-to-Text: Harnessing the Power of the OpenAI Whisper API with FastAPI Integration.” This file “011_faster_whisper.py” enables quick…