I’ve been deeply immersed in AI’s role in our daily lives, exploring several interconnected themes. My recent focus has been on Generative Engine Optimization (GEO)…
After exploring MLflow’s “using Prompt Engineering” feature. A feature that allowed me to reach a satisfactory “prompt+LLM” combination level and was the subhect of my…
Continue reading → Promptfoo: The Ultimate Tool for Ensuring LLM Quality and Reliability
I wonder if I did not make an error of judgment… As my objective remains to build a system likely to promote AI’s adoption, it…
“After all, we are not communist” says Emilio “The Wolf” Barzini in the Godafather* and indeed despite the virtuous storytelling, IA is here to make…
I am still digging on what can ease LLM querying in a confidential and secure way and at the same time, I am collecting stuff…
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…
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
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…
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…
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…
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.…
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…
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
To a certain point, self-assessment can turn to self-harassment. I guess, most of us have experiment the “evil” todolist syndrom e.g the 10 things to…
After, a getaway in the NFT’s universe with Python, Streamlit, it was probably time to return to some real mediocre issues that often animate a…
Recently, I had to take an interest in the metaverse, which obviously seems to be the future of the web aka Web3! Without overplaying the…
Continue reading → How to create your own NFT Generative Art Collections with Python
You are overloaded with support questions… Meanwhile the corporate hacking just shows you that people are reluctant to change and the User Feedback Loop looks…
If you are not a statistician but you want to get to grip with data-science like me, I have just applied these 2 simple advices.…
So, my objective was to build a dashboard with Streamlit that automate Screaming Frog SEO Spider for large time saves and fast audits then manage…
How to streamline as much as possible an application building process from conception to sharing… I am definitely addicted to Streamlit. So, for the coming…
Continue reading → Deploying and Sharing Streamlit Application with Heroku and Streamlit