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 covers advanced techniques for analyzing subtitle files using machine learning models. We explore a Streamlit application that uses the spaCy library to load…
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 2)
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 #3 Display API Data using Vuejs & Axios: Step-by-Step Tutorial
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 #2 Master Vuejs: Build Your First App and Project with Ease
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…
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…
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…
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
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…
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…
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…
I only grab the API and the test (pytest) from this project. In reality, it is a bit more extended project, made by Microsoft’s people…
Continue reading → #3 How-to create an API with FastAPI and start testing it with pytest
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…
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…
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…
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…
QUICK DESCRIPTION The 2 main actions I wanted to implement with Selenium was: Scraping web pages: You can definitely use Selenium combined with Beautiful Soup…
QUICK DESCRIPTION The 2 main actions I wanted to implement with Selenium was: Scraping web pages: You can definitely use Selenium combined with Beautiful Soup…