Walk through how to use Docker to containerize llamafile, an executable that brings together all the components needed to run an LLM chatbot with a single file.
ai/ml
Creating AI-Enhanced Document Management with the GenAI Stack
We show how to integrate Alfresco, a robust document management system, with the GenAI Stack to open up document analysis, description, and classification possibilities.
A Promising Methodology for Testing GenAI Applications in Java
Testing applications that incorporate AI can be difficult. In this article, we share a promising new methodology for testing GenAI applications in Java.
Better Debugging: How the Signal0ne Docker Extension Uses AI to Simplify Container Troubleshooting
Get started with Signal0ne, a Docker Desktop extension that scans Docker containers’ state and logs in search of problems, analyzes the discovered issues, and outputs insights to help developers debug.
AI Trends Report 2024: AI’s Growing Role in Software Development
The most recent Docker State of Application Development Survey results offer insights into how developers are adopting and utilizing AI, reflecting a shift toward more intelligent, efficient, and adaptable development methodologies.
Building a Video Analysis and Transcription Chatbot with the GenAI Stack
Dive into a video transcription and chat project that leverages the GenAI Stack, along with seamless integration provided by Docker, to streamline video content processing and understanding.
Docker Partners with NVIDIA to Support Building and Running AI/ML Applications
At the NVIDIA GTC global AI conference, the latest release of NVIDIA AI Enterprise was announced, providing businesses with the tools and frameworks needed to build and deploy custom generative AI models with NVIDIA AI foundation models, the NVIDIA NeMo framework, and the just-announced NVIDIA NIM inference microservices. Learn how Docker offers an ideal way for developers to build, test, run, and deploy the NVIDIA AI Enterprise software platform.
Build Multimodal GenAI Apps with OctoAI and Docker
Learn how to compose an open source foundational model into a streamlined image transformation pipeline with OctoAI and Docker.
Empowering Data-Driven Development: Docker’s Collaboration with Snowflake and Docker AI Advancements
Learn how Docker, in collaboration with Snowflake, introduces an enhanced level of developer productivity when you leverage the power of Docker Desktop, Docker AI, and Snowpark Container Services.