What is Couchbase AI Services?

Couchbase AI Services is a suite of AI-driven database solutions that enhance application performance through predictive analytics, machine learning-powered query optimization, and real-time decision-making.

How does AI improve database performance?

AI improves database performance by automating query optimizations, enabling real-time predictive analytics, and reducing manual intervention through intelligent automation.

Does Couchbase AI Services support vector search?

Yes, Couchbase AI Services supports vector search, allowing for AI-powered indexing and enhanced search capabilities across unstructured data.

Can Couchbase AI Services be integrated with existing applications?

Yes, Couchbase AI Services seamlessly integrates with existing applications, providing AI-driven insights and automation without disrupting current workflows.

What are the benefits of AI-powered databases?

AI-powered databases offer improved scalability, real-time analytics, enhanced search capabilities, intelligent automation, and optimized query performance, making them ideal for modern data-driven applications.

카펠라의 새로운 AI 서비스 살펴보기

Couchbase Capella™ AI Services help you build, deploy, and manage the entire data lifecycle for RAG workflows and agentic applications at scale. With model hosting, vectorization, and unstructured data support, enterprises can deliver smarter agentic apps that perform reliably at cloud, edge, and device levels.

신규

Couchbase 8.0: Breakthrough vector search. Billion-scale speed!

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벤치마크

Vector search tests: Couchbase is 350x faster than MongoDB at billion scale

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웹캐스트

AI 서비스에 대한 예정된 온디맨드 웹캐스트 살펴보기

지금 살펴보기

에이전트 애플리케이션 구축을 위한 AI 서비스

Building agents at scale is a new paradigm in development with a wide variety of challenges. Capella’s AI Services address your most critical GenAI issues by managing contextual memory, prompt engineering, and response validation at scale. This accelerates agent development while solving for latency, security, cost, and performance.

에이전트 앱이 높은 성능 및 운영 표준을 충족하는지 확인하세요.

데이터 보호

Safeguard against risks including privacy concerns, data accuracy issues, governance, and usage rights with enterprise-grade protections built into our database with AI services.

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비용 관리

Minimize the expense of AI by reducing latency, common content and semantic caching, and improving prompt quality with generative AI services optimized for efficiency.

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가드레일 설정

프롬프트, 대화, 유효성 검사 및 세션과 같은 AI 생성 아티팩트를 유지하여 지속적인 정확성을 위한 가드레일을 유지합니다.

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에이전트 구축 및 재사용

Build and catalog AI agents, orchestrate retrieval-augmented generation (RAG) processes, and refine workflows using Capella’s AI services for agentic apps.

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카펠라 AI 서비스

Couchbase’s unified developer data platform empowers teams to build AI-driven applications with Capella. It provides a persistent, stateful data supply and ensures high performance for AI interactions, agentic memory, and operational maintenance without compromising scale, distribution, or costs.

모델 서비스

외부, 로컬 및 임베디드 언어 모델을 호스팅하여 지연 시간을 줄이고 에이전트 앱의 데이터 개인 정보 보호, 일관성 및 공유 위험을 해결하세요.

벡터화 서비스

Optimize any AI use case with flexible vector indexing options to match your needs, like billion-scale indexes for huge datasets.

비정형 데이터 서비스

텍스트, PDF, 미디어와 같은 비정형 데이터를 사용 가능한 벡터로 변환하고 Capella로 스트리밍하여 효율적으로 벡터화하세요.

상담원 카탈로그

Store, search, and reuse agentic function definitions while refining GenAI agents. Catalog retrieval and recommendations simplify selecting functions.

AI 기능

Utilize built-in AI functions and SQL++ to use the power of LLMs for tasks like analyzing sentiment, summarizing text, comparing similarity, translating text, and much more.

Capella iQ

Use Capella’s coding assistant to generate SQL++ queries for transactional and analytic data, and complex vector search operations, accelerating agent development in your preferred language.

Model service

Simplified AI deployment with NVIDIA NIM to run models seamlessly closer to your Couchbase’s data, reducing latency and optimizing resource use for high-throughput apps. Or integrate with leading models from OpenAI or AWS, GCP, or Azure.

Data processing service

벡터화하기 전에 텍스트, PDF 및 그림 파일을 준비하세요. 벡터는 모델의 지식 기반 내에 컨텍스트를 추가하여 모델의 성능과 정확성을 향상시킵니다.

벡터화 서비스

Automate and optimize your vector indexing and retrieval strategy for your application. Capella provides hyperscale indexes that scale beyond a billion vectors without compromising performance, plus composite and hybrid search options for maximum flexibility.

상담원 카탈로그

Facilitate interactions between agents, tools, functions, and models. Supports reuse for agent-based applications and assists in data capture of critical debugging tasks.