Artificial Intelligence
Top artificial intelligence use cases
Delight customers and empower employees by building predictive and generative AI into hyper-personalized applications with natural language conventions and dynamic functionality that adapts to the user.
RAG-based applications
Build agentic applications with natural language chat, retrieval-augmented generation (RAG), LLMs, and unstructured data. Give users accurate, secure, and timely information.
Advanced search and recommendations
Deliver great semantic search and recommendations while reducing complexity. Combine vector search and all your search needs in one query. Get low latency and eliminate in-app data joins.
Powerful field service applications
Build mobile applications with the power of vector search and predictive analytics that even work offline. Empower teams with new ways to search and engage with their mobile apps.
Anomaly and fraud detection
Detect and avoid fraudulent activities by spotting trends and anomalies instantly using Couchbase’s in-memory speeds, flexible data model, vector search, and real-time analytics.
AI-powered adaptive applications FAQ
Get quick answers to AI questions.
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What is vector search?
A technique for data retrieval where objects (text, images, and videos) are represented as vectors (arrays of numbers) and objects are matched via similar numerical characteristics.
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What are predictive and generative AI?
Predictive AI is designed to forecast outcomes based on historical data and real-time analysis. Generative AI creates new content that mimics original data, often for natural language conversations.
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What are applicable use cases for generative AI?
Common use cases include hyper-personalized content generation, chatbot Q&A, enhanced enterprise search, hybrid search, and data analysis.
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What is an AI-powered application?
Agentic and other AI-powered applications combine user information, real-time contextual data, predictive calculations, and NLP GenAI to deliver hyper-personalized experiences with the power of LLMs.
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Why use a multipurpose database for AI?
Using more than one database adds complexity, latency, expense, and management burdens. Couchbase’s multipurpose database simplifies your development, improves performance, and lowers costs.
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Why is Couchbase so fast?
Couchbase delivers high performance with in-memory processing, efficient indexing, and a scalable distributed architecture. It also ensures data durability and supports complex SQL++ queries.