Crafting Fluent Translation API: A quick Journey into Text Translation with NLLB, HuggingFace, and FastAPI, Plus a small Dive into Roberta Masked Language Modeling with Gradio

I have already mentioned many times on this blog the obstacles linked to managing a multilingual digital product. Indeed, whether you are creating a mobile…

Continue reading → Crafting Fluent Translation API: A quick Journey into Text Translation with NLLB, HuggingFace, and FastAPI, Plus a small Dive into Roberta Masked Language Modeling with Gradio

The importance of the Labeling process or annotating inside an ML pipeline plus an example on how-to train a “custom” NER for Spacy

With AI/ML, I’m trying to go from “user” status to “maker” status. At the very beginning, like often, I am more focused on uses and…

Continue reading → The importance of the Labeling process or annotating inside an ML pipeline plus an example on how-to train a “custom” NER for Spacy

Quick overview about using NLP for a CMS Customer Support (FAQs turn to a Chatbot) or CMS editorial features for Journalist (Keywords Extraction) using spaCy, Rake, TensorFlow, Pytorch

After facial recognition, I am tackling language issues with Python. Indeed, after image, the other ingredient for a post is mostly text! As a CMS…

Continue reading → Quick overview about using NLP for a CMS Customer Support (FAQs turn to a Chatbot) or CMS editorial features for Journalist (Keywords Extraction) using spaCy, Rake, TensorFlow, Pytorch