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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 remain mostly an AI user and moreover without always understanding the subtleties of LMMs. This use does not prevent me from seeking to improve…
Continue reading → Enhance LLM Prompt Quality and Results with MLflow Integration
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…
I had to make a “blitz” against SEO, SMO and ASO and see how AI can help me out on that topics both to understand…
“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…
What to do once you identify the possible usages offered by AI? As a Product Owner, the risk is sometimes to pay lip service once…
It’s not easy to document a process in progress, I am always late! Since what I am talking about has already become obsolete. For this…
I changed the nature of my personal sprint objective, moving away slightly from AI concerns to reconnect with more general considerations about Data and its…
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…
Exploring Hugging Face, finding LLMs and packaging the LLMs into a “quick and dirty” API with FastAPI was my last sprint goal. It just ended…
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…
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…
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 purpose of any post is potentially to go from ideation to implementation but often I get overwhelmed by information. Sometime, it is hard to…
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…
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.…