AI/ML
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ReadMeAI: An AI-powered README Generator for Developers
This post was written in collaboration with Docker AI/ML Hackathon participants Gitanshu Sankhla and Vijay Barma. In this AI/ML Hackathon post, we’ll share another interesting winning project from last year’s Docker AI/ML Hackathon. This time, we will dive into ReadMeAI, one of the honorable mention winners. For many developers, planning and writing code is the…
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Docker Launches 2024 State of Application Development Report
Docker launched its 2024 State of Application Development Report, providing a deep-focus snapshot of today’s rapidly evolving world of software development. Based on a wide-ranging survey of more than 1,300 respondents, the report shares a broad array of findings about respondents’ work, including what tools they use, their processes and frustrations, opinions about industry trends,…
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Build Your Own AI-Driven Code Analysis Chatbot for Developers with the GenAI Stack
The topic of GenAI is everywhere now, but even with so much interest, many developers are still trying to understand what the real-world use cases are. Last year, Docker hosted an AI/ML Hackathon, and genuinely interesting projects were submitted. In this AI/ML Hackathon post, we will dive into a winning submission, Code Explorer, in the…
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Docker Documentation Gets an AI-Powered Assistant
We recently launched a new tool to enhance Docker documentation: an AI-powered documentation assistant incorporating kapa.ai. Docker Docs AI is designed to get you the information you need by providing instant, accurate answers to your Docker-related questions directly within our documentation pages. Docker Docs AI Docker documentation caters to a diverse range of users, from…
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The Strategic Imperative of AI in 2024
The winds of change are sweeping across industries, propelled by the transformative power of generative artificial intelligence (GenAI). In 2024, AI has become a strategic imperative for enterprises seeking to stay ahead of the curve. Although some organizations may view AI with hesitation, the reality is that ignoring its potential puts them at risk of…
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“@docker can you help me…”: An Early Look at the Docker Extension for GitHub Copilot
At this point, every developer has probably heard about GitHub Copilot. Copilot has quickly become an indispensable tool for many developers, helping novice to seasoned developers become more productive by improving overall efficiency and expediting learning. Today, we are thrilled to announce that we are joining GitHub’s Partner Program and have shipped an experience as…
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Streamline the Development of Real-Time AI Applications with MindsDB Docker Extension
This post was contributed by Martyna Slawinska, Software Engineer at MindsDB, in collaboration with Ajeet Singh, Developer Advocate at Docker. AI technology has seen several challenges that undoubtedly hinder its progress. Building an AI-powered application requires significant resources, including qualified professionals, cost, and time. Prominent obstacles include: Bringing (real-time) data to AI models through data…
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A Quick Guide to Containerizing Llamafile with Docker for AI Applications
This post was contributed by Sophia Parafina. Keeping pace with the rapid advancements in artificial intelligence can be overwhelming. Every week, new Large Language Models (LLMs), vector databases, and innovative techniques emerge, potentially transforming the landscape of AI/ML development. Our extensive collaboration with developers has uncovered numerous creative and effective strategies to harness Docker in AI…
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