ChromaDB.Client.DependencyInjection 0.9.2

ChromaDB.Client

ChromaDB.Client is a C# cross-platform library for communication with Chroma vector database. Chroma is the AI-native open-source vector database. Chroma makes it easy to build LLM apps by making knowledge, facts, and skills pluggable for LLMs.

With ChromaDB.Client, you can easily connect to a Chroma instance, create and manage collections, perform CRUD operations on the data in the collections, and execute other available operations such as nearest neighbor search and filtering.

Example

using ChromaDB.Client;

var configOptions = new ChromaConfigurationOptions(uri: "http://localhost:8000/api/v1/");
using var httpClient = new HttpClient();
var client = new ChromaClient(configOptions, httpClient);

Console.WriteLine(await client.GetVersion());

var string5Collection = await client.GetOrCreateCollection("string5");
var string5Client = new ChromaCollectionClient(string5Collection, configOptions, httpClient);

await string5Client.Add(["340a36ad-c38a-406c-be38-250174aee5a4"], embeddings: [new([1f, 0.5f, 0f, -0.5f, -1f])]);

var getResult = await string5Client.Get("340a36ad-c38a-406c-be38-250174aee5a4", include: ChromaGetInclude.Metadatas | ChromaGetInclude.Documents | ChromaGetInclude.Embeddings);
Console.WriteLine($"ID: {getResult!.Id}");

var queryData = await string5Client.Query([new([1f, 0.5f, 0f, -0.5f, -1f]), new([1.5f, 0f, 2f, -1f, -1.5f])], include: ChromaQueryInclude.Metadatas | ChromaQueryInclude.Distances);
foreach (var item in queryData)
{
	foreach (var entry in item)
	{
		Console.WriteLine($"ID: {entry.Id} | Distance: {entry.Distance}");
	}
}

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