What is a vector store? A vector store is a specialized type of data management system designed to store and retrieve vector embeddings. Think of it as a lightweight library or feature, often integrated within a larger system, primarily focused...
Discover the differences and similarities between data consistency and data integrity, and learn how each concept applies in modern NoSQL databases.
Introduction Couchbase Server 8.0 introduces a new Eventing function handler called OnDeploy that allows customers to run business logic during Eventing function deployment or resumption without requiring any external mutation to trigger it. Earlier, customers with use cases that needed...
AI agents are no longer simple chatbots – they’re autonomous problem solvers. They call tools, orchestrate workflows, and can make decisions on behalf of users. That power can unlock huge value, but it also raises a hard question: when something...
When delivering AI-powered applications, a critical development consideration is data storage and processing. Fast, reliable data access is crucial for AI-powered features, and the key to a great user experience. A cloud-only database is great for fixed-location apps with fast,...
A typical AI agent application in 2025 usually involves: A cloud-hosted LLM A vector database for retrieval A separate operational database Prompt management and tool management tools Observability and tracing frameworks Guardrails Each tool solves a problem. Collectively, however, they...
In this CodeLab, you will learn how to build a Hotel Search Agent using LangChain, Couchbase AI Services, and Agent Catalog. We will also incorporate Arize Phoenix for observability and evaluation to ensure our agent performs reliably. This tutorial takes...
When you search for something online, you expect the search engine to understand what you mean, not just what you type. You want it to grasp the context, the nuance, and the intent behind your query. This is the core...
We’re thrilled to be partnered with Confluent today as they announce the new features for Streaming Agents on Confluent Cloud and a new Real-Time Context Engine.
Event-driven migration turns a one-time MongoDB export into a durable transformation pipeline for clean, query-ready data in Capella.
Learn how unstructured data analysis helps organizations extract insights from text, images, and more to drive smarter business decisions.
Couchbase commissioned an independent market survey from UserEvidence of 619 product, engineering, data, and AI professionals.
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