Best Practices and Tutorials Archives

What is an AI Agent? An Explainer

This explainer will provide an overview of AI agents, how they work, their types, their use cases, and their major impact across industries.

Generative AI (GenAI)

Everything You Need to Know About Agentic AI

Discover the history, benefits, & real-world use cases of Agentic AI. Learn how it can improve efficiency, reduce costs, & foster adaptability across industries.

Best Practices and Tutorials

PDF RAG Demo: Building Simplified AI Workflows with Couchbase Shell

Explore how to create a PDF-based RAG pipeline using Couchbase Shell, making AI workflows simpler and more efficient with step-by-step guidance.

Couchbase Capella

Introducing Capella Columnar SDKs: Powering Modern Data Analytics

Discover Capella Columnar SDKs for real-time, high-performance analytics in Java, Python, and Node.js, streamlining data operations with zero ETL.

Vector Search

How AI Personalization is Improving CX and Business Performance

See how AI personalization is used in various industries, how it benefits customers, and how you can implement it to improve business performance.

Couchbase Capella

How to Migrate MongoDB Device Sync (Realm) Apps to Couchbase Capella App Services

Learn how to migrate MongoDB Atlas Device Sync to Couchbase Capella with a focus on data modeling, app services setup, and key migration steps.

Application Design

Preparing Datasets for Fine-Tuning ML Models: A Comprehensive Guide

Create high-quality datasets for fine-tuning models with this guide on data gathering, text extraction, and instruction file generation.

Couchbase Capella

Part 2 – AI in Action: Enhancing and Not Replacing Jobs

Couchbase, Vonage, and OpenAI to build an AI-driven customer support app. Part 2 covers coding the business logic and connecting the services.

Best Practices and Tutorials

An Overview of Cloud Development

Cloud development refers to the process of creating, testing, and deploying applications in the cloud. Continue reading to learn more about this process.

Couchbase Architecture

Enhancing Performance Using XATTRs for Vector Storage and Search

Couchbase XATTRs store vector data efficiently, improving performance by keeping bulky content out of query paths. Here's how XATTRs work with search.