Accelerate your AI Projects with a Data-Centric Approach to Machine Learning

Supervised MLflow enhances the features of MLflow, a Databricks-developed open-source platform for overseeing the machine learning lifecycle. The emphasis is on bolstering enterprise reliability, security, and scalability. The most recent MLflow update introduces cutting-edge LLMOps functionalities that elevate its capacity to manage and deploy extensive language models (LLMs). This expanded support for LLMs is made possible through new collaborations with well-established LLM tools like Hugging Face Transformers and OpenAI functions, alongside integration with the MLflow AI Gateway. Furthermore, the integration of MLflow with LangChain and the Prompt Engineering UI streamlines model development, facilitating the creation of generative AI applications for various purposes such as chatbots, document summarization, text classification, sentiment analysis, and more.