Notre blog

Mastering AI Deployment: Overcoming Data and MLOps Challenges

A low proportion of AI projects make it from pilot to production. Often, poor data and inefficient model operations are at the heart of these challenges. Here's how Kili Technology and Craft AI can help data science teams succeed.

ChatGPT: One Year On, Can We Talk About a Revolution?

Let's take stock of where AI stands from a scientific, business, political and societal point of view.

RAG : Comment améliorer la pertinence d’un LLM sur vos données privées

Dans cet article, nous expliquons comment les RAG rendent les LLM plus fiables, efficaces, dignes de confiance et flexibles, en plongeant dans les différents composants de son architecture.

Build a LLM powered semantic recommendation engine

Learn how to easily build a recommender system based on semantic similarity with LLMs and Vector Databases!

Beyond Correlation: The Power of Causal Inference

An introduction to Causal Inference, why it is needed in data science and how Machine Learning can help, with real-world applications and exciting research directions.

How to build a Drift Monitoring Pipeline!

Learn how to monitor the drift of your ML models and make sure that it never gets out of control!

Demystifying LLMs: A Dive into Generative Models

Exploring LLMs: Unveiling profound text generation via embeddings & attention, while navigating challenges in data use.

Craft AI Unveils New MLOps Platform

Discover the latest in MLOps with Craft AI. Elevate your data science workflows with enhanced observability, machine learning monitoring, and simplified usage.

IA générative : Craft AI lève 5,5 millions €

Paris, 18 juillet 2023 - Craft AI reçoit un financement de 5,5 millions d’euros pour accélérer le développement de son IA générative spécialisée dans la création de jeux de données. Ce financement, qui s'ajoute aux 9 millions déjà levés, se compose de 1,5 million d’euros provenant de l’appel à projet i-Démo de Bpifrance ainsi que de 4 millions d’euros apportés par la holding d’investissement Talis.