Add AI essentials like RAG and ML to dev workflow
Challenge
Building agentic applications requires a new workflow for RAG, prompt design, and validation – all while keeping data secure and results accurate.
Solution
Capella DBaaS unifies transactional, analytic, and AI data access. Developers can run RAG beside the database and add persistent Agent Memory so agents retain context across sessions. Access billion-scale vector indexing and SQL++ ANN queries for faster, smarter agentic pipelines.
Ensure security in agentic applications
Challenge
AI-powered applications often use sensitive data that requires robust security and compliance to protect data integrity and lower the risk of unauthorized publication.
Solution
Capella delivers enterprise-grade encryption, RBAC, and auditing. Couchbase Server includes encryption at rest and key rotation for simpler compliance. Developers can host private models like Llama 3 and Mistral in Capella to train and embed vectors securely within enterprise environments.
Integrate with AI tools
Challenge
Integrating AI tools and frameworks with your database is often complex and time-consuming work.
Solution
Capella integrates with agent frameworks like LangGraph, CrewAI, and LlamaIndex, LangChain, and Haystack to simplify AI orchestration and retrieval, making it easier to build with familiar tools and languages. 8.0 adds SQL++ ANN query support with both Hyperscale and Composite Indexes.
Manage the backend without slowing down
Challenge
Having a complex backend with separate systems for SQL, full-text, and vector search slows development and complicates high-performance search integration.
Solution
Couchbase’s multi-model hybrid search reduces backend systems by unifying SQL++ queries, key-value, caching, full-text search, and hybrid and billion-scale search in one platform. By executing complex queries in one place, you can accelerate development, enhance flexibility, and cut infrastructure costs.
