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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: How to improve the relevance of an LLM on your private data

In this article, we explain how RAGs make LLMs more reliable, efficient, trustworthy, and flexible, by delving into the various components of its 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.

Generative AI: Craft AI raises €5.5 million

Paris, July 18, 2023 - Craft AI receives funding of 5.5 million euros to accelerate the development of its generative AI specialized in the creation of data sets. This financing, which is in addition to the 9 million already raised, consists of 1.5 million euros from Bpifrance's i-Démo call for projects as well as 4 million euros provided by the investment holding Talis.