> For the complete documentation index, see [llms.txt](https://turingx.gitbook.io/docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://turingx.gitbook.io/docs/core-api-features.md).

# Core API Features

**1. Data Standardization**

The TuringX API ensures that all datasets are standardized, properly labeled, and compliant with industry best practices. Whether it’s image data, text data, or structured numerical data, partners receive clean, high-quality datasets ready for machine learning pipelines.

**2. Real-Time Access**

Using advanced cloud infrastructure (Google Cloud AI and Microsoft Azure), the API provides **real-time access** to data streams. Partners can continuously pull fresh data, ensuring that their models are always up to date with the latest contributions from the TuringX community.

**3. Secure Data Sharing**

Security is a top priority. The TuringX API employs:

* **OAuth 2.0 authentication** for secure access control.
* **End-to-end encryption** for all data transmissions.
* **Role-based access** to ensure that partners can only access data relevant to their approved use cases.

**4. Task Customization**

Partners can use the API to create highly customizable tasks, specifying parameters such as:

* **Data type** (image, text, numerical)
* **Difficulty level** (easy, intermediate, advanced)
* **Reward structure** (fixed or variable token rewards)\
  This allows for a wide range of applications, from simple data labeling to complex model training exercises.

***

#### **Example API Endpoints**

**1. Retrieve Player-Generated Data**

```http
httpCopy codeGET /api/v1/data/tasks
Authorization: Bearer <access_token>
```

**Response:**

```json
jsonCopy code{
  "task_id": "12345",
  "type": "image_labeling",
  "dataset": [
    {
      "image_url": "https://turingx.app/images/task_123.png",
      "label": "cat"
    },
    {
      "image_url": "https://turingx.app/images/task_124.png",
      "label": "dog"
    }
  ]
}
```

**2. Submit Custom AI Task**

```http
httpCopy codePOST /api/v1/tasks/create
Authorization: Bearer <access_token>
Content-Type: application/json
```

**Request Body:**

```json
jsonCopy code{
  "task_type": "anomaly_detection",
  "description": "Detect anomalies in sensor data for predictive maintenance.",
  "reward_per_completion": 5,
  "data_format": "json",
  "required_accuracy": 90
}
```

**Response:**

```json
jsonCopy code{
  "status": "success",
  "task_id": "67890",
  "message": "Task successfully created and awaiting review."
}
```

***

#### **How This Helps AI Companies**

1. **Scalable Data Collection**\
   Instead of manually collecting and labeling large datasets, AI companies can leverage the TuringX community to generate data at scale, reducing costs and accelerating the development cycle.
2. **High-Quality, Diverse Datasets**\
   With thousands of players contributing from different regions and backgrounds, the datasets generated on TuringX are diverse and unbiased, making them highly valuable for real-world AI applications.
3. **Custom Model Fine-Tuning**\
   Companies can submit models for fine-tuning using the labeled data generated by players. This results in models that are better suited for specific applications, such as language translation for underrepresented languages or image recognition in unique environments.

***

#### **Future API Enhancements**

We are continuously improving the TuringX API to provide even more value to our partners. Upcoming features include:

* **Real-Time Model Feedback**: Partners will be able to receive immediate feedback on model performance based on player interactions.
* **Multi-Platform Integration**: APIs for seamless integration with other blockchain platforms and decentralized applications (dApps).
* **Advanced Analytics**: Detailed insights and analytics on task completion rates, data quality, and model accuracy.

***

#### **Get Access to the TuringX API**

If you’re an AI company or developer interested in integrating with TuringX, you can request access to our API by contacting us at **<api@turingx.app>**. Let’s work together to build the future of AI-driven gaming and real-world machine learning!