Category: Generative AI (GenAI)
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Develop Performant RAG Apps With Couchbase and Vectorize
For technology leaders and developers, the process of integrating rich, proprietary data into generative AI applications is often filled with challenges. Vector similarity search and retrieval augmented generation are powerful tools to help with…
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How Adaptive Applications Unlock Innovation in a New AI Age
We stand on the verge of a generative AI (GenAI) revolution. Some 98% of organizations have specific GenAI goals for 2024 — accounting for nearly a third of digital modernization spend last year and…
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Elevating Remote Development: Couchbase VSCode Extension Now Supports GitHub Codespaces, Google Project IDX, And More
Welcome to a new era of remote development with Couchbase! We’re thrilled to announce a significant update to our Couchbase VSCode Extension. With our latest release, we’ve expanded our horizons to support GitHub Codespaces…
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Couchbase Capella™ Wins Two Awards in the 2024 Stevie American Business Awards
As the cloud database market continues to evolve, Couchbase is committed to providing unmatched versatility, performance, and scalability to empower customers and partners to be at the forefront of innovation. As a testament to…
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Cloud Databases Are in Their AI Era: Celebrating National Cloud Database Day
Cloud databases, like most business-to-business technology, act as the behind-the-scenes mechanics of a stage production, seamlessly orchestrating the flow of application data for organizations and consumers who are unaware of their impact on daily…
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What are Foundation Models? (Plus Types and Use Cases)
What is a Foundation Model? A foundation model is a powerful type of artificial intelligence (AI) trained on massive amounts of general data, allowing it to tackle a broad range of tasks. Foundation models,…
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What are Vector Embeddings?
Vector embeddings are a critical component in machine learning that convert “high-dimensional” information, such as text or images, into a structured vector space. This process enables the ability to process and identify related data…
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A Guide to Generative AI Development
This blog post will provide you with insights and best practices for developing generative AI solutions. By the end of this guide, you’ll have a clear understanding of what generative AI entails, how it…
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Couchbase 2024 Predictions: Driving Successful AI Adoption with Edge Computing, Lightweight Models and Developer Empowerment
Generative AI and Edge Computing can work synergistically to deliver personalized, intelligent insights at scale. Processing massive volumes of data at the edge, closer to the point of generation or consumption, saves bandwidth costs…
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Large Language Models Explained
What is a Large Language Model (LLM)? A large language model (LLM) is an artificial intelligence (AI) algorithm trained on large amounts of text data to create natural language outputs. These models have become…
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GenAI: A New Tool in the Developer Toolbox
Developers craft software that both delight consumers and deliver innovative applications for enterprise users. This craft requires more than just churning out heaps of code; it embodies a process of observing, noticing, interviewing, brainstorming,…
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Can Developers Reduce Software TCO with AI?
Long gone are the days when you would buy a Nintendo cartridge and never update the software on it. The world has changed, and so has software. Instead of living in its own tiny…