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.

Explore the New AI Services in Capella

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.

NEW

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

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BENCHMARK

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

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Webcasts

Explore upcoming and on-demand webcasts on AI Services

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AI Services to build agentic applications

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.

Ensure your agentic apps meet high performance and operational standards

Protect data

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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Control costs

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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Establish guardrails

Persist AI-generated artifacts such as prompts, conversations, validations, and sessions to maintain guardrails for ongoing accuracy.

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Build & reuse agents

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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Capella AI Services

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.

Model services

Host external, local, and embedded language models to reduce latency and address data privacy, consistency, and sharing risks in agentic apps.

Vectorization services

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

Unstructured data services

Transform unstructured data (e.g., text, PDFs, media) into usable vectors and stream them into Capella for efficient vectorization.

Agent catalog

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

AI functions

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

Prepare text, PDF, and picture files prior to vectorization. Vectors improve model performance and accuracy by adding context within the model’s knowledge base.

Vectorization services

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.

Agent catalog

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

Unified developer data platform

Capella’s developer data platform is the foundation for your critical applications as they enter the AI world. Capella helps you:

Store and process agentic inputs and outputs for every LLM interaction.
Build guardrails to help agents stay on task without hallucinating.
Lower your costs of AI exchanges by using Capella’s content caching, semantic caching, and performance tuning.
Push AI interactions closer to your mobile user for exceptional experiences.

With Capella, there are no compromises for performance, scale, versatility, costs, or global reach.