# Vast.ai Integration via LowCodeAPI
**Last Updated**: January 27, 2025
## Overview
Decentralized GPU marketplace for AI model training and inference, offering cost-effective GPU rental solutions.
**Categories:**
- {'id': 'ai-cloud', 'name': 'AI Cloud'}
## Base Endpoint
https://api.lowcodeapi.com/vastai
**Important**: Always include the provider name in the URL path after `api.lowcodeapi.com/`
## Authentication
**Type:** TOKEN
**Official Documentation:** https://vast.ai/docs
## URL Format (Important)
LowCodeAPI supports two URL formats. **Always try the New Format first**, then fall back to Old Format if needed.
### New Format (Priority)
- Path parameters stay in the URL path
- Do NOT include path parameters as query parameters
- Example: `https://api.lowcodeapi.com/{provider}/resource/{id}?api_token=XXX`
### Old Format (Fallback)
- Path parameters become query parameters
- Example: `https://api.lowcodeapi.com/{provider}/resource/id?id={id}&api_token=XXX`
### Decision Flow for AI Agents
1. Always use **New Format** first - keep path parameters in the URL path
2. If you get a 404 or error, try **Old Format** with sanitized path
3. Log which format worked for future requests to this provider
## API Categories
## Common Endpoints
### List available GPU offers
**Method:** GET
**LowCodeAPI Path:** /offers
**New Format URL:**
https://api.lowcodeapi.com/vastai/offers?api_token=YOUR_API_TOKEN
**Old Format URL:**
https://api.lowcodeapi.com/vastai/offers?api_token=YOUR_API_TOKEN
**Query Parameters:**
| Parameter | Type | Description |
|-----------|------|-------------|
| type | string | |
| limit | number | |
| offset | number | |
| order | string | |
| q | string | |
| sort_option | string | |
**Example Request (New Format):**
```bash
curl -X GET 'https://api.lowcodeapi.com/vastai/offers?api_token=YOUR_API_TOKEN'
```
**Official Documentation:** https://vast.ai/docs/api-reference/offers
### Get specific offer details
**Method:** GET
**LowCodeAPI Path:** /offers/{offer_id}
**New Format URL:**
https://api.lowcodeapi.com/vastai/offers/{offer_id}?api_token=YOUR_API_TOKEN
**Old Format URL:**
https://api.lowcodeapi.com/vastai/offers/offer_id?offer_id={offer_id}&api_token=YOUR_API_TOKEN
**Path Parameters:**
| Parameter | Type | Description |
|-----------|------|-------------|
| offer_id | string | |
**Example Request (New Format):**
```bash
curl -X GET 'https://api.lowcodeapi.com/vastai/offers/{offer_id}?api_token=YOUR_API_TOKEN'
```
**Official Documentation:** https://vast.ai/docs/api-reference/offers
### List your machines
**Method:** GET
**LowCodeAPI Path:** /machines
**New Format URL:**
https://api.lowcodeapi.com/vastai/machines?api_token=YOUR_API_TOKEN
**Old Format URL:**
https://api.lowcodeapi.com/vastai/machines?api_token=YOUR_API_TOKEN
**Query Parameters:**
| Parameter | Type | Description |
|-----------|------|-------------|
| limit | number | |
| offset | number | |
| owner_id | string | |
**Example Request (New Format):**
```bash
curl -X GET 'https://api.lowcodeapi.com/vastai/machines?api_token=YOUR_API_TOKEN'
```
**Official Documentation:** https://vast.ai/docs/api-reference/machines
### Get machine details
**Method:** GET
**LowCodeAPI Path:** /machines/{machine_id}
**New Format URL:**
https://api.lowcodeapi.com/vastai/machines/{machine_id}?api_token=YOUR_API_TOKEN
**Old Format URL:**
https://api.lowcodeapi.com/vastai/machines/machine_id?machine_id={machine_id}&api_token=YOUR_API_TOKEN
**Path Parameters:**
| Parameter | Type | Description |
|-----------|------|-------------|
| machine_id | string | |
**Example Request (New Format):**
```bash
curl -X GET 'https://api.lowcodeapi.com/vastai/machines/{machine_id}?api_token=YOUR_API_TOKEN'
```
**Official Documentation:** https://vast.ai/docs/api-reference/machines
### Create a new machine offer
**Method:** POST
**LowCodeAPI Path:** /machines
**New Format URL:**
https://api.lowcodeapi.com/vastai/machines?api_token=YOUR_API_TOKEN
**Old Format URL:**
https://api.lowcodeapi.com/vastai/machines?api_token=YOUR_API_TOKEN
**Request Body:**
| Field | Type | Description |
|-------|------|-------------|
| discount | number | |
| machine_id | string | |
| min_bid | number | |
| price | number | |
| verified | boolean | |
**Example Request (New Format):**
```bash
curl -X POST 'https://api.lowcodeapi.com/vastai/machines?api_token=YOUR_API_TOKEN'
```
**Official Documentation:** https://vast.ai/docs/api-reference/machines
### Update machine offer
**Method:** PUT
**LowCodeAPI Path:** /machines/{machine_id}
**New Format URL:**
https://api.lowcodeapi.com/vastai/machines/{machine_id}?api_token=YOUR_API_TOKEN
**Old Format URL:**
https://api.lowcodeapi.com/vastai/machines/machine_id?machine_id={machine_id}&api_token=YOUR_API_TOKEN
**Path Parameters:**
| Parameter | Type | Description |
|-----------|------|-------------|
| machine_id | string | |
**Request Body:**
| Field | Type | Description |
|-------|------|-------------|
| discount | number | |
| min_bid | number | |
| price | number | |
| verified | boolean | |
**Example Request (New Format):**
```bash
curl -X PUT 'https://api.lowcodeapi.com/vastai/machines/{machine_id}?api_token=YOUR_API_TOKEN'
```
**Official Documentation:** https://vast.ai/docs/api-reference/machines
### Delete machine offer
**Method:** DELETE
**LowCodeAPI Path:** /machines/{machine_id}
**New Format URL:**
https://api.lowcodeapi.com/vastai/machines/{machine_id}?api_token=YOUR_API_TOKEN
**Old Format URL:**
https://api.lowcodeapi.com/vastai/machines/machine_id?machine_id={machine_id}&api_token=YOUR_API_TOKEN
**Path Parameters:**
| Parameter | Type | Description |
|-----------|------|-------------|
| machine_id | string | |
**Example Request (New Format):**
```bash
curl -X DELETE 'https://api.lowcodeapi.com/vastai/machines/{machine_id}?api_token=YOUR_API_TOKEN'
```
**Official Documentation:** https://vast.ai/docs/api-reference/machines
### List instances
**Method:** GET
**LowCodeAPI Path:** /instances
**New Format URL:**
https://api.lowcodeapi.com/vastai/instances?api_token=YOUR_API_TOKEN
**Old Format URL:**
https://api.lowcodeapi.com/vastai/instances?api_token=YOUR_API_TOKEN
**Query Parameters:**
| Parameter | Type | Description |
|-----------|------|-------------|
| limit | number | |
| offset | number | |
| owner_id | string | |
| state | string | |
**Example Request (New Format):**
```bash
curl -X GET 'https://api.lowcodeapi.com/vastai/instances?api_token=YOUR_API_TOKEN'
```
**Official Documentation:** https://vast.ai/docs/api-reference/instances
### Get instance details
**Method:** GET
**LowCodeAPI Path:** /instances/{instance_id}
**New Format URL:**
https://api.lowcodeapi.com/vastai/instances/{instance_id}?api_token=YOUR_API_TOKEN
**Old Format URL:**
https://api.lowcodeapi.com/vastai/instances/instance_id?instance_id={instance_id}&api_token=YOUR_API_TOKEN
**Path Parameters:**
| Parameter | Type | Description |
|-----------|------|-------------|
| instance_id | string | |
**Example Request (New Format):**
```bash
curl -X GET 'https://api.lowcodeapi.com/vastai/instances/{instance_id}?api_token=YOUR_API_TOKEN'
```
**Official Documentation:** https://vast.ai/docs/api-reference/instances
### Create new instance
**Method:** POST
**LowCodeAPI Path:** /instances
**New Format URL:**
https://api.lowcodeapi.com/vastai/instances?api_token=YOUR_API_TOKEN
**Old Format URL:**
https://api.lowcodeapi.com/vastai/instances?api_token=YOUR_API_TOKEN
**Request Body:**
| Field | Type | Description |
|-------|------|-------------|
| args | array | |
| disk | number | |
| env | object | |
| image | string | |
| label | string | |
| offer_id | string | |
| onstart | string | |
**Example Request (New Format):**
```bash
curl -X POST 'https://api.lowcodeapi.com/vastai/instances?api_token=YOUR_API_TOKEN'
```
**Official Documentation:** https://vast.ai/docs/api-reference/instances
## Usage Examples
### Example 1: Basic API Request (New Format)
Making a simple GET request to retrieve resources:
```bash
# Get a list of resources - no path parameters needed
curl -X GET "https://api.lowcodeapi.com/vastai/endpoint?api_token=YOUR_API_TOKEN"
```
### Example 2: Request with Path Parameters (New Format)
Retrieving a specific resource using its ID:
```bash
# Get specific resource by ID - replace RESOURCE_ID with actual ID from previous response
curl -X GET "https://api.lowcodeapi.com/vastai/endpoint/{RESOURCE_ID}?api_token=YOUR_API_TOKEN"
# Note: RESOURCE_ID typically comes from a previous list request or from the provider dashboard
```
### Example 3: POST Request with Body (New Format)
Creating a new resource:
```bash
# Create a new resource
curl -X POST "https://api.lowcodeapi.com/vastai/endpoint?api_token=YOUR_API_TOKEN" \
-H "Content-Type: application/json" \
-d '{"field": "value", "another_field": "another_value"}'
```
## Error Handling
LowCodeAPI returns standard HTTP status codes. Common errors:
| Status Code | Description |
|-------------|-------------|
| 200 | Success - Request completed successfully |
| 400 | Bad Request - Invalid parameters or request body |
| 401 | Unauthorized - Invalid or missing API token |
| 403 | Forbidden - Insufficient permissions |
| 404 | Not Found - Endpoint or resource doesn't exist |
| 429 | Too Many Requests - Rate limit exceeded |
| 500 | Server Error - Provider API error |
All error responses include error details:
```json
{
"data": {
"error": {
"message": "Error description",
"code": "ERROR_CODE"
}
}
}
```
## Complete Endpoint Reference
| Endpoint | Method | Category |
|----------|--------|----------|
| List available GPU offers | GET | Offers |
| Get specific offer details | GET | Offers |
| List your machines | GET | Machines |
| Get machine details | GET | Machines |
| Create a new machine offer | POST | Machines |
| Update machine offer | PUT | Machines |
| Delete machine offer | DELETE | Machines |
| List instances | GET | Instances |
| Get instance details | GET | Instances |
| Create new instance | POST | Instances |
| Update instance | PUT | Instances |
| Stop instance | POST | Instances |
| Start instance | POST | Instances |
| Delete instance | DELETE | Instances |
| List bids | GET | Bids |
| Get bid details | GET | Bids |
| Create new bid | POST | Bids |
| Update bid | PUT | Bids |
| Delete bid | DELETE | Bids |
| Get current user information | GET | Users |
| Get user information | GET | Users |
| Update current user | PUT | Users |
| List templates | GET | Templates |
| Get template details | GET | Templates |
| Create template | POST | Templates |
| Update template | PUT | Templates |
| Delete template | DELETE | Templates |
| List SSH keys | GET | SSH Keys |
| Add SSH key | POST | SSH Keys |
| Delete SSH key | DELETE | SSH Keys |
| List invoices | GET | Invoices |
| Get invoice details | GET | Invoices |
| Get account balance | GET | Account |
## API Definition Endpoints
You can fetch the complete API specification for this provider:
**New Format (OpenAPI spec):**
```bash
curl 'https://backend.lowcodeapi.com/vastai/openapi'
```
**Old Format (API definition):**
```bash
curl 'https://backend.lowcodeapi.com/vastai/definition'
```
## Response Format
All responses are wrapped in a `data` key:
```json
{
"data": {
// Actual response from provider (object or array)
}
}
```