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

15 November 2023 Bruno Flaven 0 commentaire
AI & Machine Learning Business & Case Studies Programming & Databases Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

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

Step by step Introducing to Azure Cloud Deployment: Deploying a FastAPI ML Feature API

28 October 2023 Bruno Flaven 0 commentaire
AI & Machine Learning Business & Case Studies Programming & Databases Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

This last post is again a journal to me of an how-to. This time, the post is dedicated on how to deploy in the Cloud…

Continue reading → Step by step Introducing to Azure Cloud Deployment: Deploying a FastAPI ML Feature API

Unlocking Speech-to-Text: Harnessing the Power of the OpenAI Whisper API with FastAPI Integration

14 October 2023 Bruno Flaven 0 commentaire
AI & Machine Learning Business & Case Studies Programming & Databases Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

To a certain point, exploring AI usages has become like playing the game Happy Families :). Indeed, since august 2023, I have tackled some AI’s…

Continue reading → Unlocking Speech-to-Text: Harnessing the Power of the OpenAI Whisper API with FastAPI Integration

POC with FastAPI for an NLP API with Spacy, SQLAlchemy, Sqlite and… Streamlit

2 October 2023 Bruno Flaven 0 commentaire
AI & Machine Learning Business & Case Studies Programming & Databases Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

Still exploring the FastAPI’s capabilities to be use as a wrapper for data science API and expose NLP features as a RESTFUL microservice. But, this…

Continue reading → POC with FastAPI for an NLP API with Spacy, SQLAlchemy, Sqlite and… Streamlit

How to expose NLP Machine Learning Models mostly for Spacy by quickly building an API with FastAPI and then play with them

23 September 2023 Bruno Flaven 0 commentaire
AI & Machine Learning Business & Case Studies Programming & Databases Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

Doing AI does not make sense if you cannot expose these “discoveries” for use in digital products. This is the primary reason for my strong…

Continue reading → How to expose NLP Machine Learning Models mostly for Spacy by quickly building an API with FastAPI and then play with them

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

29 August 2023 Bruno Flaven 0 commentaire
Business & Case Studies Programming & Databases SEO & Web Marketing Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

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

Some ideas on the probable future of journalism facing IA and how to create a prompt facilitation application for ChatGPT with Streamlit

17 July 2023 Bruno Flaven 0 commentaire
Business & Case Studies Programming & Databases SEO & Web Marketing Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

After a careful reading of this report on the possible and probable future of journalism, it was time to build a roadmap of achievements regarding…

Continue reading → Some ideas on the probable future of journalism facing IA and how to create a prompt facilitation application for ChatGPT with Streamlit

Quick exploration of Google Trends, Future of Journalism vs IA, D3 tree and sitemap

13 June 2023 Bruno Flaven 0 commentaire
Business & Case Studies Programming & Databases SEO & Web Marketing Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

The purpose of any post is potentially to go from ideation to implementation but often I get overwhelmed by information. Sometime, it is hard to…

Continue reading → Quick exploration of Google Trends, Future of Journalism vs IA, D3 tree and sitemap

As PO, for a personal challenge, writing a E2E suite for websites and for mobile apps with Cypress and Chat GPT turned me as a Prompt Engineer

6 May 2023 Bruno Flaven 0 commentaire
Business & Case Studies Programming & Databases SEO & Web Marketing Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

The experience, related in this post, was a challenge launched to me, born from both personal and professional factors: 1. From a personal point of…

Continue reading → As PO, for a personal challenge, writing a E2E suite for websites and for mobile apps with Cypress and Chat GPT turned me as a Prompt Engineer

Using ChatGPT on a daily work as a P.O, Developer or for Q/A or Support and checking plagiarism if needed with Python

17 February 2023 Bruno Flaven 0 commentaire
Business & Case Studies Programming & Databases SEO & Web Marketing Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

The use of ChatGPT is in many articles and the internet is buzzing with the “extraordinary” performance of this large language model trained by OpenAI.…

Continue reading → Using ChatGPT on a daily work as a P.O, Developer or for Q/A or Support and checking plagiarism if needed with Python

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