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docs: DOC-279: Access token page (#7137)
Co-authored-by: caitlinwheeless <[email protected]> Co-authored-by: pakelley <[email protected]>
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--- | ||
title: Access tokens | ||
short: Access tokens | ||
tier: enterprise | ||
type: guide | ||
order: 381 | ||
order_enterprise: 359 | ||
meta_title: Access tokens | ||
meta_description: Access tokens to interact with the Label Studio API and SDK. | ||
section: "Manage Your Organization" | ||
date: 2025-02-18 12:03:59 | ||
--- | ||
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Label Studio has personal access tokens and legacy tokens. The options available to users are set at the Organization level. Se [Access settings for orgs](#Access-token-settings-for-orgs) below. | ||
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<table> | ||
<thead> | ||
<tr> | ||
<th>Personal Access Token</th> | ||
<th>Legacy Token</th> | ||
</tr> | ||
</thead> | ||
<tr> | ||
<td> | ||
<ul> | ||
<li>Have a TTL that can be set at the org level. (Label Studio Enterprise only) | ||
<li>Are only visible to users once | ||
<li>Can be manually revoked | ||
<li>Require extra steps when used with HTTP API | ||
<li>Only need to be set once when used SDK | ||
</ul> | ||
</td> | ||
<td> | ||
<ul> | ||
<li>Does not expire | ||
<li>Remains listed and available in your account settings | ||
<li>Can be manually revoked | ||
<li>Do not need to be refreshed with used with HTTP API | ||
<li>Only need to be set once when used SDK | ||
</ul> | ||
</td> | ||
</tr> | ||
</table> | ||
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## Personal access tokens and the API | ||
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### SDK | ||
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Personal access tokens can be used with the Python SDK the same way in which legacy tokens were set: | ||
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```python | ||
# Define the URL where Label Studio is accessible and the API key for your user account | ||
LABEL_STUDIO_URL = 'http://localhost:8080' | ||
# API key is available at the Account & Settings > Access Tokens page in Label Studio UI | ||
API_KEY = 'd6f8a2622d39e9d89ff0dfef1a80ad877f4ee9e3' | ||
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# Import the SDK and the client module | ||
from label_studio_sdk.client import LabelStudio | ||
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# Connect to the Label Studio API and check the connection | ||
ls = LabelStudio(base_url=LABEL_STUDIO_URL, api_key=API_KEY) | ||
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``` | ||
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### HTTP API | ||
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If you are interacting directly via HTTP, the personal access token functions as a JWT refresh token. | ||
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You must use your personal access token (refresh token) to generate a short-lived access token. This access token is then used for API authentication. | ||
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To generate this access token, make a POST request with your personal access token in the JSON body. For example: | ||
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```bash | ||
curl -X POST <your-label-studio-url>/api/token/refresh \ | ||
-H "Content-Type: application/json" \ | ||
-d '{"refresh": "your-personal-access-token"}' | ||
``` | ||
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In response, you will receive a JSON payload similar to: | ||
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```json | ||
{ | ||
"access": "your-new-access-token" | ||
} | ||
``` | ||
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Use this access token by including it in your API requests via the Authorization header: | ||
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```http | ||
Authorization: Bearer your-new-access-token | ||
``` | ||
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When that access token expires (after around 5 minutes) you’ll get a 401 response, and will need to use your personal access token again to acquire a new one. This adds an extra layer of security. | ||
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You can also check when the token is set to expire using the following script: | ||
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```python | ||
# pip install pyjwt | ||
from datetime import datetime, timezone | ||
import jwt | ||
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decoded = jwt.decode(token) | ||
exp = decoded.get("exp") | ||
token_is_expired = (exp <= datetime.now(timezone.utc).timestamp()) | ||
``` | ||
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## Access token settings for orgs | ||
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The options that are available to users depend on options selected at the organization level. | ||
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From the **Organization** page, click **Access Token Settings** in the upper right. | ||
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<div class="enterprise-only"> | ||
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!!! note | ||
The **Organization** page is only available to users in the Admin and Owner role. | ||
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</div> | ||
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From here you can enable and disable token types. | ||
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* When a certain token type is disabled, existing tokens will not be able to authenticate to the Label Studio platform. | ||
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* Use the Personal Access Token Time-to-Live to set an expiration date for personal access tokens. This is only available for Label Studio Enterprise users. | ||
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 | ||
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## Finding your access token | ||
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You can create/manage your access token from your [**Account & Settings** page](user_account) (click your username in the upper right in Label Studio). | ||
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