Microsoft.SemanticKernel.Connectors.Chroma

This assembly contains implementation of Semantic Kernel Memory Store using Chroma, open-source embedding database.

Note: Chroma connector is verified using Chroma version 0.4.10. Any higher versions may introduce incompatibility.

Quickstart using local Chroma server

1. Clone Chroma:

git clone https://github.com/chroma-core/chroma.git
cd chroma

2. Run local Chroma server with Docker within Chroma repository root:

docker-compose up -d --build

3. Use Semantic Kernel with Chroma, using server local endpoint http://localhost:8000:

const string endpoint = "http://localhost:8000";

var memoryWithChroma = new MemoryBuilder()
    .WithChromaMemoryStore(endpoint)
    .WithLoggerFactory(loggerFactory)
    .WithOpenAITextEmbeddingGeneration("text-embedding-ada-002", apiKey)
    .Build();

var memoryPlugin = kernel.ImportPluginFromObject(new TextMemoryPlugin(memoryWithChroma));