Trustworthy AI & agents
To address concerns about data security and AI accuracy, Couchbase enables customers to securely co-locate data and AI models within their environment. Built-in guardrails and advanced controls protect applications, while our agent catalog monitors and surfaces agent behavior near critical boundaries.
Speed at scale
Agents and AI applications require rapid access to diverse data for optimal user experiences. Couchbase’s architecture delivers millisecond responses across various data types and use cases, eliminating the inefficiencies of siloed databases. To further enhance speed, semantic caching minimizes unneeded LLM calls, reducing both inference time and costs.
Powerful vector search
Couchbase’s advanced vector search delivers billion-scale storage and search with exceptional performance and accuracy. It enables rich context across text, images, and more, while ensuring scalability, security, and seamless AI tool integration for cost-effective LLM interactions. Move from prototype to production effortlessly with billion-scale capacity and three indexing options tailored to any use case.
Automating RAG pipelines
Organizations often overlook unstructured data that can enhance AI models. RAG makes model responses better. Couchbase automates data ingestion, vectorization, and indexing, streamlining workflows and improving model responses. It converts unstructured data (e.g., text, PDFs, images) into JSON and vectors, re-vectorizing automatically with updates to give more context to models.
AI database platform
Capella is the foundation for your critical AI applications and agents. Capella helps you:
- すべてのLLMインタラクションについて、エージェントの入力と出力を保存し、処理する。
- Build guardrails and manage contextual memory to help agents stay on task without hallucinating.
- Lower your costs of AI exchanges by using Capella’s content caching, high-performance vector retrieval, semantic caching, and performance tuning.
- AIとのインタラクションをモバイルユーザーに近づけることで、卓越したエクスペリエンスを実現します。
Capellaなら、パフォーマンス、規模、汎用性、コスト、グローバルな展開に妥協はありません。
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Integrates smoothly with our partner AI ecosystem
Easily deploy and manage your agentic applications with leading AI technology partners.