Develop applications with AI and YugabyteDB

Add a scalable and highly-available database to your AI projects

Retrieval-augmented generation

Build a Retrieval-Augmented Generation (RAG) pipeline with YugabyteDB.

Similarity Search using Azure AI

Build a scalable generative AI application using YugabyteDB as the database backend.

Similarity Search using Google Vertex AI

Deploy generative AI applications using Google Vertex AI and YugabyteDB.

Vector basics

Similarity search using LocalAI

Build an LLM application, hosted locally or on-prem using LocalAI and YugabyteDB.

Similarity search using Ollama

Build an application with a locally-hosted embedding model using Ollama and YugabyteDB.

Agentic, multiple data sources, and multi-step reasoning

Use a knowledge base using Llama-Index

Build a scalable RAG (Retrieval-Augmented Generation) app using LlamaIndex and OpenAI.

Query without SQL using LangChain

Build scalable applications with LLM integrations using LangChain and OpenAI.