Category: Vector Search

Check out the blogs that falls under the category Vector Search. Learn more about the vector search best practices – interacting with AI LLMs and more

Extending RAG capabilities to Excel with Couchbase, LLamaIndex, and Amazon Bedrock
Extending RAG capabilities to Excel with Couchbase, LLamaIndex, and Amazon Bedrock

Extend Retrieval Augmented Generation (RAG) capabilities to Excel using Couchbase, LlamaIndex, and Amazon Bedrock. Make spreadsheets searchable.

Chat With Your Git History, Thanks to RAG and Couchbase Shell
Chat With Your Git History, Thanks to RAG and Couchbase Shell

Turn your Git history into a chat-ready knowledge base using RAG and Couchbase Shell.

A Guide to LLM Embeddings
A Guide to LLM Embeddings

Learn how LLMs generate and use embeddings to enhance natural language processing, improve search relevance, and enable AI-driven applications.

AI-Ready Data: Automate Embeddings with Capella’s Vectorization Service
AI-Ready Data: Automate Embeddings with Capella’s Vectorization Service

Capella Vectorization Service automates embeddings, AI development is faster, easier with seamless semantic search, RAG apps, smart data retrieval.

DeepSeek Models Now Available in Capella AI Services
DeepSeek Models Now Available in Capella AI Services

DeepSeek-R1 is now in Capella AI Services! Unlock advanced reasoning for enterprise AI at lower TCO. 🚀 Sign up for early access!

Integrate Groq’s Fast LLM Inferencing With Couchbase Vector Search
Integrate Groq’s Fast LLM Inferencing With Couchbase Vector Search

Integrate Groq’s fast LLM inference with Couchbase Vector Search for efficient RAG apps. Compare its speed with OpenAI, Gemini, and Ollama.

Plataforma única, Couchbase multiuso: Pesquisa vetorial, geoespacial, SQL++ e muito mais
Plataforma única, Couchbase multiuso: Pesquisa vetorial, geoespacial, SQL++ e muito mais

Descubra como a abordagem multiuso do Couchbase combina pesquisa vetorial, geoespacial, SQL++ e mais, simplificando aplicações complexas em uma única plataforma.

2025 Enterprise AI Predictions: Four Prominent Shifts Reshaping Infrastructure and Strategy
2025 Enterprise AI Predictions: Four Prominent Shifts Reshaping Infrastructure and Strategy

Discover four key AI predictions for 2025 that will shape enterprise strategy, including the rise of hybrid AI models and evolving data architectures. Read more!

What is Semantic Search? The Definitive Guide
What is Semantic Search? The Definitive Guide

Learn how semantic search delivers relevant results by understanding user intent, context, and relationships between words in the comprehensive guide.

Introducing Couchbase as a Vector Store in MindsDB
Introducing Couchbase as a Vector Store in MindsDB

Combine Couchbase and MindsDB to unlock AI-driven applications with high-performance vector storage and seamless integration.

Single Platform, Multi-Purpose Couchbase: Vector Search, Geospatial, SQL++, and More
Single Platform, Multi-Purpose Couchbase: Vector Search, Geospatial, SQL++, and More

See how Couchbase unites SQL, vector search, and geospatial queries in the 'What is This Thing?' demo for seamless AI-driven data access.

What are Embedding Models? An Overview
What are Embedding Models? An Overview

This blog post provides an overview of embedding models, their uses, how they work, and how to choose the best one for your data.