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

Agile AI applications Développement Divers écriture Etudes de cas expériences JSON Mac Python Technologie Tutoriaux UX

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

Agile AI applications Développement Divers écriture Etudes de cas expériences JSON Mac Python Technologie Tutoriaux UX

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

applications Développement Divers écriture Etudes de cas expériences JSON Mac Python Référencement, SEO Technologie Tutoriaux UX

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

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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

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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

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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

applications Développement Divers écriture Etudes de cas expériences JSON Mac Python Référencement, SEO Technologie Tutoriaux UX

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

As PO, my last top-of-mind professional concerns’ inventory: load testing principles, starting K6 for load testing, a quick playwright discovery both with Python and Node, how-to to connect lighthouse with Cypress, how-to to test Google Analytics and Google Tag Manager with Cypress

Agile Autres CMS Développement Divers Framework Python Technologie Tutoriaux

I know the title sound like a clickbait, and I was about to use the F word in it, but I gave up! So, let’s…

Continue reading → As PO, my last top-of-mind professional concerns’ inventory: load testing principles, starting K6 for load testing, a quick playwright discovery both with Python and Node, how-to to connect lighthouse with Cypress, how-to to test Google Analytics and Google Tag Manager with Cypress

Using Selenium with Python for Web Scraping and Form Automation Completion

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I am currently intensively working with Cypress, a well-known UAT (aka User Acceptance Testing) framework, to write some tests! Within this time, in parallel, I…

Continue reading → Using Selenium with Python for Web Scraping and Form Automation Completion