Agile14 October 202319 October 2023

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

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

Agile2 October 202311 October 2023

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

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

Agile23 September 202311 October 2023

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

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

applications29 August 202319 September 2024

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