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LABINTERMEDIATE

Deploy Vector Database on Kubernetes

Deploy Chroma vector database on Kubernetes with persistent storage. Configure collections and implement basic similarity search.

60 minutes

ai-infrastructure/rag

Deploy Vector Database on Kubernetes - Platform Engineering Hands-On Lab Icon

Lab Overview

This hands-on lab teaches you to deploy and operate Chroma vector database on Kubernetes.

You'll learn to:

Deploy Chroma using Helm with persistent storage
Create collections and verify CRUD operations
Implement basic similarity search with sample documents
Configure health checks and resource monitoring

This lab establishes the vector database foundation for your RAG system.

Prerequisites

kubernetes-fundamentals

helm-basics

embeddings-concepts

Technologies Covered

vector-databasechromakuberneteshelmembeddingssemantic-search

Part of a Course

This lab is part of the RAG Architectures and Vector Databases course

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