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 directly beside the database, capture prompts and outputs, and validate next actions. Now with billion-scale vector indexing and SQL++ ANN queries for faster, smarter agentic pipelines.
Support for all popular AI/ML languages and frameworks
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 now includes encryption at rest and key rotation for simpler compliance. Developers soon will be able to host private models like Llama 3 and Mistral to train and embed vectors securely within enterprise environments.
Support for all popular AI/ML languages and frameworks
Integrate with AI tools
Challenge
Integrating GenAI tools and frameworks with your database is often complex and time-consuming work.
Solution
Capella integrates with LangChain, LlamaIndex, Haystack, and dozens more to simplify AI orchestration and retrieval. 8.0 improves vector performance and adds SQL++ ANN query support, making it easier to build and deploy AI/ML models with familiar tools and languages.
Support for all popular AI/ML languages and frameworks
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.
