AI data management is emerging as a crucial discipline for organizations aiming to maximize the value of their AI initiatives. Unlike traditional data practices, it must handle massive volumes of diverse, fast-changing data while ensuring reliability, fairness, and compliance. When […] The post A Guide to AI Data Management appeared first on The Couchbase Blog.
Over the previous 3 years, the AI landscape has gone through a massive transformation. We’ve gone from basic language models to full-fledged AI Agents that can take action on our behalf in just a few short years. AI is the […] The post Securing Agentic/RAG Pipelines with Fine-Grained Authorization appeared first on The Couchbase Blog.
Continuous Integration and Continuous Deployment are now common software development practices. In the world of databases, this translates into needing on-demand, stateful, ephemeral environments. Provisioning a stateless environment is not tied to any particular source of data. All that is […] The post How to Clone Couchbase Clusters for CI/CD On-Demand Ephemeral Environments appeared first on The Couchbase Blog.
The way we search and interact with information has shifted dramatically over the past decade. Traditional keyword-based search engines once served us well in finding documents or answers, but today’s business challenges demand much more than exact keyword matches. Modern […] The post Building Smarter Agents: How Vector Search Drives Semantic Intelligence appeared first on The Couchbase Blog.
Prompt engineering is the practice of designing effective inputs to guide AI systems toward more accurate, useful, and context-aware outputs. It is increasingly applied in areas such as business automation, creative work, research, and education, offering clear benefits in efficiency […] The post What is Prompt Engineering? Techniques, Examples, and Tools appeared first on The Couchbase Blog.
