AI/ML
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Creating AI-Enhanced Document Management with the GenAI Stack
Organizations must deal with countless reports, contracts, research papers, and other documents, but managing, deciphering, and extracting pertinent information from these documents can be challenging and time-consuming. In such scenarios, an AI-powered document management system can offer a transformative solution. Developing Generative AI (GenAI) technologies with Docker offers endless possibilities not only for summarizing lengthy…
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A Promising Methodology for Testing GenAI Applications in Java
In the vast universe of programming, the era of generative artificial intelligence (GenAI) has marked a turning point, opening up a plethora of possibilities for developers. Tools such as LangChain4j and Spring AI have democratized access to the creation of GenAI applications in Java, allowing Java developers to dive into this fascinating world. With Langchain4j,…
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Better Debugging: How the Signal0ne Docker Extension Uses AI to Simplify Container Troubleshooting
This post was written in collaboration with Szymon Stawski, project maintainer at Signal0ne. Consider this scenario: You fire up your Docker containers, hit an API endpoint, and … bam! It fails. Now what? The usual drill involves diving into container logs, scrolling through them to understand the error messages, and spending time looking for clues that…
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AI Trends Report 2024: AI’s Growing Role in Software Development
Update: The full 2024 State of Application Development Report is available now. The landscape of application development is rapidly evolving, propelled by the integration of Artificial Intelligence (AI) into the development process. Results in the Docker AI Trends Report 2024, a precursor to the upcoming State of Application Development Report, show interesting AI trends among…
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Building a Video Analysis and Transcription Chatbot with the GenAI Stack
Videos are full of valuable information, but tools are often needed to help find it. From educational institutions seeking to analyze lectures and tutorials to businesses aiming to understand customer sentiment in video reviews, transcribing and understanding video content is crucial for informed decision-making and innovation. Recently, advancements in AI/ML technologies have made this task…
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Docker Partners with NVIDIA to Support Building and Running AI/ML Applications
The domain of GenAI and LLMs has been democratized and tasks that were once purely in the domain of AI/ML developers must now be reasoned with by regular application developers into everyday products and business logic. This is leading to new products and services across banking, security, healthcare, and more with generative text, images, and…
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Build Multimodal GenAI Apps with OctoAI and Docker
This post was contributed by Thierry Moreau, co-founder and head of DevRel at OctoAI. Generative AI models have shown immense potential over the past year with breakthrough models like GPT3.5, DALL-E, and more. In particular, open source foundational models have gained traction among developers and enterprise users who appreciate how customizable, cost-effective, and transparent these…
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Empowering Data-Driven Development: Docker’s Collaboration with Snowflake and Docker AI Advancements
Docker, in collaboration with Snowflake, introduces an enhanced level of developer productivity when you leverage the power of Docker Desktop with Snowpark Container Services (private preview). At Snowflake BUILD, Docker presented a session showcasing the streamlined process of building, iterating, and efficiently managing data through containerization within Snowflake using Snowpark Container Services. Watch the session…
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