Explore the New AI Services in Capella

Couchbase Capella™ introduces AI Services to support AI-enabled agent development and deployment workflows.

Webcast

[Webcast Jan 14 & 15] A Roadmap for the New Age of AI Agents

AI Services to build agentic applications

AI agents are autonomous programs that use GenAI LLMs to mimic and automate human reasoning and processes. Capella’s AI Services address your most critical GenAI issues such as latency, security, trustworthiness, validation, cost, and performance while also accelerating agent development.

Ensure your agentic apps meet high performance and operational standards

Protect data

Protect from risks including privacy concerns, data accuracy, governance and usage rights.

Control costs

Minimize the costs of AI by reducing latency, caching common content, and improving prompt quality.

Establish guardrails

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

Build & reuse agents

Build and catalog AI agents, and orchestrate and validate ongoing RAG processes within them.

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 functionality, 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

Create, store, and search vector embeddings in real time to improve conversation quality and maintain context for evolving LLMs via natural language prompts.

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 functions while refining GenAI agents. Catalog retrieval and recommendations simplify selecting agent functions.

AI functions

Couchbase agents in Capella manage agentic app development, validating activities across data, GenAI models, and functional skills.

Capella iQ

Use Capella’s coding assistant to generate SQL++ queries for transactional and analytic data, building agents in your preferred language.

Model services

Train private models with your data without risking its safety, and keep data and models together for better performance and lower operating costs.

Unstructured data services

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

Stream and store new vectors in Capella and improve context for agent prompts.

Agent catalog

Facilitate interactions with multiple language models at once and support reuse for agent-based applications that can coordinate reasoning within themselves. Always find the right agent for the job.

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.