Generative AI (GenAI) Archives

Supercharge Your RAG application With Couchbase Vector Search and Unstructured.io

Announcing the Couchbase and Unstructured.io connector—quickly convert unstructured data into JSON and vector embeddings for seamless integration into your RAG pipeline.

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.

Couchbase Server

Capella DataStudio: 10 Cool Features Every Developer Should Know

Boost productivity with these top 10 features in Capella DataStudio, a free, community-supported tool with a sleek UI for managing Couchbase clusters.

Best Practices and Tutorials

AI in Action: Enhancing and Not Replacing Jobs

Build a Ruby on Rails app integrating Vonage, Couchbase, and OpenAI for customer support, improving agent workflows with vector search and WhatsApp.

Tools & SDKs

New To Capella Free Tier? 10 Things For You To Know

10 essential tips and tools to get the most out of Couchbase Capella’s free tier, perfect for students, startups, and enterprises alike.

Generative AI (GenAI)

Building End-to-End RAG Applications With Couchbase Vector Search

Enhance app LLM capabilities using Couchbase Vector Search and RAG, allowing contextual responses from private data sources.

Generative AI (GenAI)

From Concept to Code: LLM + RAG with Couchbase

Learn how to build a generative AI recommendation engine using LLM, RAG, and Couchbase integration. Step-by-step guide for developers.

Vector Search

Building a Path to Edge AI for Vector Search, Image, and Data Focused Applications

Couchbase integrates AI, vector search, and edge computing to enhance customer experiences with fast, reliable, and real-time data processing at the edge.

Couchbase Architecture

Building Gen AI Applications with Couchbase Capella

Discover Capella iQ's architecture, integrating Couchbase NoSQL and generative AI to streamline coding with natural language queries, SQL++, and SDKs.