In addition to adding vector support to Couchbase Server and Capella, Couchbase is integrating LangChain and LlamaIndex—frameworks for developing generative AI-based applications—to boost ...

But since each vector is a high-dimensional float array, performing brute-force similarity comparisons across a large dataset can become prohibitively expensive, which is where vector indexing comes ...