We show to use the Hugging Face hosted AI/ML Llama model in a Docker context, which makes it easier to deploy advanced language models for a variety of applications.
ai/ml
Introducing a New GenAI Stack: Streamlined AI/ML Integration Made Easy
At DockerCon 2023, with partners Neo4j, LangChain, and Ollama, we announced a new GenAI Stack. We have brought together the top technologies in the generative artificial intelligence (GenAI) space to build a solution that allows developers to deploy a full GenAI stack with only a few clicks.
Announcing Docker AI/ML Hackathon
With the return of DockerCon, held October 4-5 in Los Angeles, we’re excited to announce the kick-off of a Docker AI/ML Hackathon. Join us at DockerCon — in-person or virtually — to learn about the latest Docker product announcements. Then, bring your innovative artificial intelligence (AI) and machine learning (ML) solutions to life in the hackathon for a chance to win cool prizes.
How IKEA Retail Standardizes Docker Images for Efficient Machine Learning Model Deployment
Learn the vital role Docker plays in MLOps (machine learning operations) at IKEA Retail. We explore how Docker and Seldon-Core work together to turn a convoluted task into a streamlined, agile operation, and how you can harness real-time metrics for profound insights.
How to Get Started with the Weaviate Vector Database on Docker
With Weaviate, you can build advanced LLM applications, next-level search systems, recommendation systems, and more. Discover features of the Weaviate vector database and learn how to install Weaviate on Docker using Docker Compose.
Accelerating Machine Learning with TensorFlow.js: Using Pretrained Models and Docker
We explore the concept of using pretrained models with TensorFlow.js and Docker and delve into the potential applications and benefits offered.
Sentiment Analysis and Insights on Cryptocurrencies Using Docker and Containerized AI/ML Models
Learn how Prometeo.ai leverages Docker to deploy and manage its AI/ML models for sentiment analysis of cryptocurrencies.
Build and Deploy a LangChain-Powered Chat App with Docker and Streamlit
We are happy to have another great AI/ML story to share from our community. In this blog post, MA Raza, Ph.D., provides a guide to building and deploying a LangChain-powered chat app with Docker and Streamlit. This article reinforces the value that Docker brings to...
Supercharging AI/ML Development with JupyterLab and Docker
We show how to use Docker Desktop to containerize JupyterLab 4.0 and evaluate its features without affecting your existing environment.