/OpenAI.RedisVectorDB

Primary LanguageJupyter Notebook

Redis Stack as Vector Database

Content

Example

An end-to-end example using .NET / C# to:

  • Use Azure OpenAI to create embeddings / vector representation of information.
  • Store the embeddings / vector representation in Redis as HashSet
  • Create a Redis Stack search index to semantically query the embeddings
  • Query the embeddings using Redis Stack vector search functionality

Environment creation

A Azure CLI script to create all components to run the sample application. Including:

  • Azure Resource Group
  • Azure OpenAI Cognitive Service instance
  • text-embedding-ada-002 model deployment
  • Redis Stack container executed on Azure Container Instance