In this video, we demonstrate how to use Streamlit to query the Mistral LLM locally with the help of Ollama. We’ll show you how to…
Continue reading → Evaluating AI-Generated Text: Semantic Similarity with Sentence Embeddings
In this video, we delve into the challenge of evaluating the quality of AI-generated text, focusing on how to ensure it is accurate and avoids…
Continue reading → Streamlit & Ollama: Querying Mistral LLM Locally and Generating Titles & Keywords
I already mention this POC. The files are a mix between logical code written by ChatGPT (I have given the prompt in the main.py) and…
I only grab the API and the test (pytest) from this project. In reality, it is a bit more extended project, made by Microsoft’s people…
Continue reading → #3 How-to create an API with FastAPI and start testing it with pytest
This video is part of the post “The importance of the Labeling process or annotating inside an ML pipeline plus an example on how-to train…
This video is part of the post “The importance of the Labeling process or annotating inside an ML pipeline plus an example on how-to train…
This video is part of the post “The importance of the Labeling process or annotating inside an ML pipeline plus an example on how-to train…
QUICK DESCRIPTION A Streamlit application that automate a User Support task for P.O with an NLP KeyBERT Text Analyzer All the files are available on…
Continue reading → Part 2 – The project “KeyBERT Rough Text Analyzer” (discovering_bert_and_keybert)
QUICK DESCRIPTION A Streamlit application that automate a User Support task for P.O with an NLP KeyBERT Text Analyzer All the files are available on…
QUICK DESCRIPTION A Streamlit application that automate a User Support task for P.O with an NLP KeyBERT Text Analyzer All the files are available on…
Part 2, This video is part of the post “Exploring Streamlit or Dash to build specific Interactive Web Applications”. It shows briefly how to create…
Continue reading → Part 2 Extending Streamlit Usage – Create a CRUD countries manager with Streamlit
Part 3, This video is part of the post “Exploring Streamlit or Dash to build specific Interactive Web Applications”. It shows briefly how you can…
Continue reading → Part 3 Extending Streamlit Usage – Using Streamlit as a Wireframing Tool
Part 1, This video is part of the post “Exploring Streamlit or Dash to build specific Interactive Web Applications”. It is a quick tour to…
Part 2, This video is part of the post “Exploring Streamlit or Dash to build specific Interactive Web Applications”. It is dedicated to Dash. I…
This video is part of the post “Quick overview about using NLP for a CMS Customer Support (FAQs turn to a Chatbot) or CMS editorial…
The part 2 to investigate how to use NLP for a CMS Customer Support (FAQs turn to a Chatbot) or CMS editorial features for Journalist…
The part 1 to investigate how to use NLP for a CMS Customer Support (FAQs turn to a Chatbot) or CMS editorial features for Journalist…