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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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