Microsoft.Extensions.AI Integration

Cross-SDK comparison

See the centralized MEAI documentation for feature matrices and comparisons across all tryAGI SDKs.

The CVAT SDK provides AIFunction tool wrappers compatible with Microsoft.Extensions.AI. These tools can be used with any IChatClient to give AI models access to CVAT annotation project management, task inspection, label browsing, and job status tracking.

Installation

dotnet add package CVAT

Available Tools

Method	Tool Name	Description
AsListProjectsTool()	CVAT_ListProjects	List annotation projects with optional search filter and pagination
AsGetTaskTool()	CVAT_GetTask	Get details of a specific annotation task including status, size, assignee, and job/label counts
AsListLabelsTool()	CVAT_ListLabels	List annotation labels/categories with optional filtering by project, task, or job
AsGetJobStatusTool()	CVAT_GetJobStatus	Get the status and details of a specific annotation job including stage, state, and frame range

Usage

using CVAT;
using Microsoft.Extensions.AI;

var cvatClient = new CVATClient(
    apiKey: Environment.GetEnvironmentVariable("CVAT_API_KEY")!);

var options = new ChatOptions
{
    Tools =
    [
        cvatClient.AsListProjectsTool(),
        cvatClient.AsGetTaskTool(),
        cvatClient.AsListLabelsTool(),
        cvatClient.AsGetJobStatusTool(),
    ],
};

IChatClient chatClient = /* your chat client */;

var messages = new List<ChatMessage>
{
    new(ChatRole.User, "List all annotation projects and show me the labels for the first one."),
};

while (true)
{
    var response = await chatClient.GetResponseAsync(messages, options);
    messages.AddRange(response.ToChatMessages());

    if (response.FinishReason == ChatFinishReason.ToolCalls)
    {
        var results = await response.CallToolsAsync(options);
        messages.AddRange(results);
        continue;
    }

    Console.WriteLine(response.Text);
    break;
}