Learn what agentic RAG is, how it differs from traditional RAG, and why autonomous agents improve accuracy, reasoning, and AI workflows.
Apache NiFi is an ETL (extract, transform, load) software framework that is designed to automate data flows between different computer systems and can also be used as a computational platform on its own. It provides a web-based user interface that...
Explore real-world vector database use cases, from semantic search and
In the modern data ecosystem, natural language to code capabilities are becoming paramount, with JSON rapidly emerging as the lingua franca for communication with large language models (LLMs). At Couchbase, we work with this knowledge to provide our customers with...
The Internal Tools Problem Every engineering team has them: the admin panel that took three sprints to build, the customer support dashboard that nobody wants to maintain, the data viewer that’s still a spreadsheet. Internal tools are essential but unglamorous...
Introduction Memory is unreliable. You’ve read hundreds of articles and saved dozens of PDFs but when you actually need to find something, you’re stuck scrolling through folders or guessing the right filename. What if you could ask, in plain English,...
Learn how AI recommendation engines work, key algorithms, real-world use cases, and best practices for building scalable, personalized experiences.
In the last six months alone, we’ve seen data centers physically burned and global identity layers vanish. There are more threats than ever, and yet the expectation of “five nines” (99.999%) availability remains. When your database serves as the persistent...
In the rapidly evolving landscape of generative AI, organizations face a persistent “triple threat”: high latency, unpredictable costs, and the loss of conversational context. Every redundant call to a large language model (LLM) is a missed efficiency opportunity. At Couchbase,...
A maioria das demonstrações de IA parece impressionante por 30 segundos e, em seguida, deixa uma pergunta sem resposta: como você realmente construiria isso? Esta é diferente. Neste post, construiremos um aplicativo de IA multimodal simples, mas atraente, para fazer upload de um rosto...
Saiba o que são modelos de linguagem de visão, como eles funcionam, os principais casos de uso, os desafios e por que eles são importantes para a IA multimodal.
Esta postagem é a quarta parte de uma série de várias partes que explora a indexação de vetores compostos no Couchbase. Se você perdeu as publicações anteriores, não deixe de ler a Parte 1, a Parte 2 e a Parte 3. A série abordará: Por que...
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