Spaces:
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Merge pull request #53 from dewitt4/52-add-api-package
Browse files- docs/README.md +184 -1
- src/llmguardian/api/README.md +182 -1
- src/llmguardian/api/__init__.py +4 -0
- src/llmguardian/api/app.py +25 -0
- src/llmguardian/api/models.py +33 -0
- src/llmguardian/api/routes.py +52 -0
- src/llmguardian/api/security.py +54 -0
docs/README.md
CHANGED
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@@ -1328,4 +1328,187 @@ pytest tests/vectors/
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# Run specific test file
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pytest tests/vectors/test_embedding_validator.py
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-
```
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# Run specific test file
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pytest tests/vectors/test_embedding_validator.py
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```
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# LLMGuardian API Documentation
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## Base URL
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`https://api.llmguardian.com/v1` # replace llmguardian.com with your domain
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## Authentication
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Bearer token required in Authorization header:
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```
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Authorization: Bearer <your_token>
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```
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## Endpoints
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### Security Scan
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`POST /scan`
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Scans content for security violations.
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**Request:**
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```json
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{
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"content": "string",
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"context": {
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"source": "string",
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"user_id": "string"
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},
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"security_level": "medium"
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}
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```
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**Response:**
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```json
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{
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"is_safe": true,
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"risk_level": "low",
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"violations": [
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{
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"type": "string",
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"description": "string",
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"location": "string"
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}
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],
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"recommendations": [
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"string"
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],
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"metadata": {
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"timestamp": "2024-01-01T00:00:00Z"
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}
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}
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```
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### Privacy Check
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`POST /privacy/check`
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Checks content for privacy violations.
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**Request:**
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```json
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{
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"content": "string",
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"privacy_level": "confidential",
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"context": {
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"department": "string",
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"data_type": "string"
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}
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}
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```
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**Response:**
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```json
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{
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"compliant": true,
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"violations": [
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{
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"category": "PII",
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"details": "string",
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"severity": "high"
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}
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],
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"modified_content": "string",
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"metadata": {
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"timestamp": "2024-01-01T00:00:00Z"
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}
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}
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```
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### Vector Scan
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`POST /vectors/scan`
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Scans vector embeddings for security issues.
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| 1423 |
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**Request:**
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| 1425 |
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```json
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{
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"vectors": [
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[0.1, 0.2, 0.3]
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],
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"metadata": {
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"model": "string",
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"source": "string"
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}
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}
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```
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| 1436 |
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**Response:**
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```json
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| 1439 |
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{
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"is_safe": true,
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| 1441 |
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"vulnerabilities": [
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{
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"type": "poisoning",
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"severity": "high",
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"affected_indices": [1, 2, 3]
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}
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| 1447 |
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],
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| 1448 |
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"recommendations": [
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"string"
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| 1450 |
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]
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}
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| 1452 |
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```
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| 1453 |
+
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| 1454 |
+
## Error Responses
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| 1455 |
+
```json
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| 1456 |
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{
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| 1457 |
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"detail": "Error message",
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| 1458 |
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"error_code": "ERROR_CODE",
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| 1459 |
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"timestamp": "2024-01-01T00:00:00Z"
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}
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```
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| 1462 |
+
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+
## Rate Limiting
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| 1464 |
+
- 100 requests per minute per API key
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| 1465 |
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- 429 Too Many Requests response when exceeded
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| 1466 |
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## SDKs
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| 1468 |
+
```python
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from llmguardian import Client
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client = Client("<api_key>")
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result = client.scan_content("text to scan")
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```
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| 1474 |
+
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| 1475 |
+
## Examples
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| 1476 |
+
```python
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| 1477 |
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# Security scan
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| 1478 |
+
response = requests.post(
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| 1479 |
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"https://api.llmguardian.com/v1/scan", # replace llmguardian.com with your domain
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| 1480 |
+
headers={"Authorization": f"Bearer {token}"},
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| 1481 |
+
json={
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| 1482 |
+
"content": "sensitive text",
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| 1483 |
+
"security_level": "high"
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| 1484 |
+
}
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| 1485 |
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)
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| 1486 |
+
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| 1487 |
+
# Privacy check with context
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| 1488 |
+
response = requests.post(
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| 1489 |
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"https://api.llmguardian.com/v1/privacy/check",
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| 1490 |
+
headers={"Authorization": f"Bearer {token}"},
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| 1491 |
+
json={
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| 1492 |
+
"content": "text with PII",
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| 1493 |
+
"privacy_level": "restricted",
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| 1494 |
+
"context": {"department": "HR"}
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| 1495 |
+
}
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| 1496 |
+
)
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| 1497 |
+
```
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| 1498 |
+
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| 1499 |
+
## Webhook Events
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| 1500 |
+
```json
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| 1501 |
+
{
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| 1502 |
+
"event": "security_violation",
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| 1503 |
+
"data": {
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| 1504 |
+
"violation_type": "string",
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| 1505 |
+
"severity": "high",
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| 1506 |
+
"timestamp": "2024-01-01T00:00:00Z"
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| 1507 |
+
}
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| 1508 |
+
}
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| 1509 |
+
```
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| 1510 |
+
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| 1511 |
+
## API Status
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| 1512 |
+
Check status at: https://status.llmguardian.com # replace llmguardian.com with your domain
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| 1513 |
+
|
| 1514 |
+
Rate limits and API metrics available in dashboard.
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src/llmguardian/api/README.md
CHANGED
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@@ -1 +1,182 @@
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| 1 |
-
# API
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| 1 |
+
# LLMGuardian API Documentation
|
| 2 |
+
|
| 3 |
+
## Base URL
|
| 4 |
+
`https://api.llmguardian.com/v1` # replace llmguardian.com with your domain
|
| 5 |
+
|
| 6 |
+
## Authentication
|
| 7 |
+
Bearer token required in Authorization header:
|
| 8 |
+
```
|
| 9 |
+
Authorization: Bearer <your_token>
|
| 10 |
+
```
|
| 11 |
+
|
| 12 |
+
## Endpoints
|
| 13 |
+
|
| 14 |
+
### Security Scan
|
| 15 |
+
`POST /scan`
|
| 16 |
+
|
| 17 |
+
Scans content for security violations.
|
| 18 |
+
|
| 19 |
+
**Request:**
|
| 20 |
+
```json
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| 21 |
+
{
|
| 22 |
+
"content": "string",
|
| 23 |
+
"context": {
|
| 24 |
+
"source": "string",
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| 25 |
+
"user_id": "string"
|
| 26 |
+
},
|
| 27 |
+
"security_level": "medium"
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| 28 |
+
}
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| 29 |
+
```
|
| 30 |
+
|
| 31 |
+
**Response:**
|
| 32 |
+
```json
|
| 33 |
+
{
|
| 34 |
+
"is_safe": true,
|
| 35 |
+
"risk_level": "low",
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| 36 |
+
"violations": [
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| 37 |
+
{
|
| 38 |
+
"type": "string",
|
| 39 |
+
"description": "string",
|
| 40 |
+
"location": "string"
|
| 41 |
+
}
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| 42 |
+
],
|
| 43 |
+
"recommendations": [
|
| 44 |
+
"string"
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| 45 |
+
],
|
| 46 |
+
"metadata": {
|
| 47 |
+
"timestamp": "2024-01-01T00:00:00Z"
|
| 48 |
+
}
|
| 49 |
+
}
|
| 50 |
+
```
|
| 51 |
+
|
| 52 |
+
### Privacy Check
|
| 53 |
+
`POST /privacy/check`
|
| 54 |
+
|
| 55 |
+
Checks content for privacy violations.
|
| 56 |
+
|
| 57 |
+
**Request:**
|
| 58 |
+
```json
|
| 59 |
+
{
|
| 60 |
+
"content": "string",
|
| 61 |
+
"privacy_level": "confidential",
|
| 62 |
+
"context": {
|
| 63 |
+
"department": "string",
|
| 64 |
+
"data_type": "string"
|
| 65 |
+
}
|
| 66 |
+
}
|
| 67 |
+
```
|
| 68 |
+
|
| 69 |
+
**Response:**
|
| 70 |
+
```json
|
| 71 |
+
{
|
| 72 |
+
"compliant": true,
|
| 73 |
+
"violations": [
|
| 74 |
+
{
|
| 75 |
+
"category": "PII",
|
| 76 |
+
"details": "string",
|
| 77 |
+
"severity": "high"
|
| 78 |
+
}
|
| 79 |
+
],
|
| 80 |
+
"modified_content": "string",
|
| 81 |
+
"metadata": {
|
| 82 |
+
"timestamp": "2024-01-01T00:00:00Z"
|
| 83 |
+
}
|
| 84 |
+
}
|
| 85 |
+
```
|
| 86 |
+
|
| 87 |
+
### Vector Scan
|
| 88 |
+
`POST /vectors/scan`
|
| 89 |
+
|
| 90 |
+
Scans vector embeddings for security issues.
|
| 91 |
+
|
| 92 |
+
**Request:**
|
| 93 |
+
```json
|
| 94 |
+
{
|
| 95 |
+
"vectors": [
|
| 96 |
+
[0.1, 0.2, 0.3]
|
| 97 |
+
],
|
| 98 |
+
"metadata": {
|
| 99 |
+
"model": "string",
|
| 100 |
+
"source": "string"
|
| 101 |
+
}
|
| 102 |
+
}
|
| 103 |
+
```
|
| 104 |
+
|
| 105 |
+
**Response:**
|
| 106 |
+
```json
|
| 107 |
+
{
|
| 108 |
+
"is_safe": true,
|
| 109 |
+
"vulnerabilities": [
|
| 110 |
+
{
|
| 111 |
+
"type": "poisoning",
|
| 112 |
+
"severity": "high",
|
| 113 |
+
"affected_indices": [1, 2, 3]
|
| 114 |
+
}
|
| 115 |
+
],
|
| 116 |
+
"recommendations": [
|
| 117 |
+
"string"
|
| 118 |
+
]
|
| 119 |
+
}
|
| 120 |
+
```
|
| 121 |
+
|
| 122 |
+
## Error Responses
|
| 123 |
+
```json
|
| 124 |
+
{
|
| 125 |
+
"detail": "Error message",
|
| 126 |
+
"error_code": "ERROR_CODE",
|
| 127 |
+
"timestamp": "2024-01-01T00:00:00Z"
|
| 128 |
+
}
|
| 129 |
+
```
|
| 130 |
+
|
| 131 |
+
## Rate Limiting
|
| 132 |
+
- 100 requests per minute per API key
|
| 133 |
+
- 429 Too Many Requests response when exceeded
|
| 134 |
+
|
| 135 |
+
## SDKs
|
| 136 |
+
```python
|
| 137 |
+
from llmguardian import Client
|
| 138 |
+
|
| 139 |
+
client = Client("<api_key>")
|
| 140 |
+
result = client.scan_content("text to scan")
|
| 141 |
+
```
|
| 142 |
+
|
| 143 |
+
## Examples
|
| 144 |
+
```python
|
| 145 |
+
# Security scan
|
| 146 |
+
response = requests.post(
|
| 147 |
+
"https://api.llmguardian.com/v1/scan", # replace llmguardian.com with your domain
|
| 148 |
+
headers={"Authorization": f"Bearer {token}"},
|
| 149 |
+
json={
|
| 150 |
+
"content": "sensitive text",
|
| 151 |
+
"security_level": "high"
|
| 152 |
+
}
|
| 153 |
+
)
|
| 154 |
+
|
| 155 |
+
# Privacy check with context
|
| 156 |
+
response = requests.post(
|
| 157 |
+
"https://api.llmguardian.com/v1/privacy/check",
|
| 158 |
+
headers={"Authorization": f"Bearer {token}"},
|
| 159 |
+
json={
|
| 160 |
+
"content": "text with PII",
|
| 161 |
+
"privacy_level": "restricted",
|
| 162 |
+
"context": {"department": "HR"}
|
| 163 |
+
}
|
| 164 |
+
)
|
| 165 |
+
```
|
| 166 |
+
|
| 167 |
+
## Webhook Events
|
| 168 |
+
```json
|
| 169 |
+
{
|
| 170 |
+
"event": "security_violation",
|
| 171 |
+
"data": {
|
| 172 |
+
"violation_type": "string",
|
| 173 |
+
"severity": "high",
|
| 174 |
+
"timestamp": "2024-01-01T00:00:00Z"
|
| 175 |
+
}
|
| 176 |
+
}
|
| 177 |
+
```
|
| 178 |
+
|
| 179 |
+
## API Status
|
| 180 |
+
Check status at: https://status.llmguardian.com # replace llmguardian.com with your domain
|
| 181 |
+
|
| 182 |
+
Rate limits and API metrics available in dashboard.
|
src/llmguardian/api/__init__.py
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# src/llmguardian/api/__init__.py
|
| 2 |
+
from .routes import router
|
| 3 |
+
from .models import SecurityRequest, SecurityResponse
|
| 4 |
+
from .security import SecurityMiddleware
|
src/llmguardian/api/app.py
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# src/llmguardian/api/app.py
|
| 2 |
+
from fastapi import FastAPI
|
| 3 |
+
from fastapi.middleware.cors import CORSMiddleware
|
| 4 |
+
from .routes import router
|
| 5 |
+
from .security import SecurityMiddleware
|
| 6 |
+
|
| 7 |
+
app = FastAPI(
|
| 8 |
+
title="LLMGuardian API",
|
| 9 |
+
description="Security API for LLM applications",
|
| 10 |
+
version="1.0.0"
|
| 11 |
+
)
|
| 12 |
+
|
| 13 |
+
# Security middleware
|
| 14 |
+
app.add_middleware(SecurityMiddleware)
|
| 15 |
+
|
| 16 |
+
# CORS
|
| 17 |
+
app.add_middleware(
|
| 18 |
+
CORSMiddleware,
|
| 19 |
+
allow_origins=["*"],
|
| 20 |
+
allow_credentials=True,
|
| 21 |
+
allow_methods=["*"],
|
| 22 |
+
allow_headers=["*"],
|
| 23 |
+
)
|
| 24 |
+
|
| 25 |
+
app.include_router(router, prefix="/api/v1")
|
src/llmguardian/api/models.py
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# src/llmguardian/api/models.py
|
| 2 |
+
from pydantic import BaseModel
|
| 3 |
+
from typing import List, Optional, Dict, Any
|
| 4 |
+
from enum import Enum
|
| 5 |
+
from datetime import datetime
|
| 6 |
+
|
| 7 |
+
class SecurityLevel(str, Enum):
|
| 8 |
+
LOW = "low"
|
| 9 |
+
MEDIUM = "medium"
|
| 10 |
+
HIGH = "high"
|
| 11 |
+
CRITICAL = "critical"
|
| 12 |
+
|
| 13 |
+
class SecurityRequest(BaseModel):
|
| 14 |
+
content: str
|
| 15 |
+
context: Optional[Dict[str, Any]]
|
| 16 |
+
security_level: SecurityLevel = SecurityLevel.MEDIUM
|
| 17 |
+
|
| 18 |
+
class SecurityResponse(BaseModel):
|
| 19 |
+
is_safe: bool
|
| 20 |
+
risk_level: SecurityLevel
|
| 21 |
+
violations: List[Dict[str, Any]]
|
| 22 |
+
recommendations: List[str]
|
| 23 |
+
metadata: Dict[str, Any]
|
| 24 |
+
timestamp: datetime
|
| 25 |
+
|
| 26 |
+
class PrivacyRequest(BaseModel):
|
| 27 |
+
content: str
|
| 28 |
+
privacy_level: str
|
| 29 |
+
context: Optional[Dict[str, Any]]
|
| 30 |
+
|
| 31 |
+
class VectorRequest(BaseModel):
|
| 32 |
+
vectors: List[List[float]]
|
| 33 |
+
metadata: Optional[Dict[str, Any]]
|
src/llmguardian/api/routes.py
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# src/llmguardian/api/routes.py
|
| 2 |
+
from fastapi import APIRouter, Depends, HTTPException
|
| 3 |
+
from typing import List
|
| 4 |
+
from .models import (
|
| 5 |
+
SecurityRequest, SecurityResponse,
|
| 6 |
+
PrivacyRequest, VectorRequest
|
| 7 |
+
)
|
| 8 |
+
from ..data.privacy_guard import PrivacyGuard
|
| 9 |
+
from ..vectors.vector_scanner import VectorScanner
|
| 10 |
+
from .security import verify_token
|
| 11 |
+
|
| 12 |
+
router = APIRouter()
|
| 13 |
+
|
| 14 |
+
@router.post("/scan", response_model=SecurityResponse)
|
| 15 |
+
async def scan_content(
|
| 16 |
+
request: SecurityRequest,
|
| 17 |
+
token: str = Depends(verify_token)
|
| 18 |
+
):
|
| 19 |
+
try:
|
| 20 |
+
privacy_guard = PrivacyGuard()
|
| 21 |
+
result = privacy_guard.check_privacy(request.content, request.context)
|
| 22 |
+
return SecurityResponse(**result.__dict__)
|
| 23 |
+
except Exception as e:
|
| 24 |
+
raise HTTPException(status_code=400, detail=str(e))
|
| 25 |
+
|
| 26 |
+
@router.post("/privacy/check")
|
| 27 |
+
async def check_privacy(
|
| 28 |
+
request: PrivacyRequest,
|
| 29 |
+
token: str = Depends(verify_token)
|
| 30 |
+
):
|
| 31 |
+
try:
|
| 32 |
+
privacy_guard = PrivacyGuard()
|
| 33 |
+
result = privacy_guard.enforce_privacy(
|
| 34 |
+
request.content,
|
| 35 |
+
request.privacy_level,
|
| 36 |
+
request.context
|
| 37 |
+
)
|
| 38 |
+
return result
|
| 39 |
+
except Exception as e:
|
| 40 |
+
raise HTTPException(status_code=400, detail=str(e))
|
| 41 |
+
|
| 42 |
+
@router.post("/vectors/scan")
|
| 43 |
+
async def scan_vectors(
|
| 44 |
+
request: VectorRequest,
|
| 45 |
+
token: str = Depends(verify_token)
|
| 46 |
+
):
|
| 47 |
+
try:
|
| 48 |
+
scanner = VectorScanner()
|
| 49 |
+
result = scanner.scan_vectors(request.vectors, request.metadata)
|
| 50 |
+
return result
|
| 51 |
+
except Exception as e:
|
| 52 |
+
raise HTTPException(status_code=400, detail=str(e))
|
src/llmguardian/api/security.py
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# src/llmguardian/api/security.py
|
| 2 |
+
from fastapi import HTTPException, Security
|
| 3 |
+
from fastapi.security import HTTPBearer, HTTPAuthorizationCredentials
|
| 4 |
+
import jwt
|
| 5 |
+
from datetime import datetime, timedelta
|
| 6 |
+
from typing import Optional
|
| 7 |
+
|
| 8 |
+
security = HTTPBearer()
|
| 9 |
+
|
| 10 |
+
class SecurityMiddleware:
|
| 11 |
+
def __init__(
|
| 12 |
+
self,
|
| 13 |
+
secret_key: str = "your-256-bit-secret",
|
| 14 |
+
algorithm: str = "HS256"
|
| 15 |
+
):
|
| 16 |
+
self.secret_key = secret_key
|
| 17 |
+
self.algorithm = algorithm
|
| 18 |
+
|
| 19 |
+
async def create_token(
|
| 20 |
+
self, data: dict, expires_delta: Optional[timedelta] = None
|
| 21 |
+
):
|
| 22 |
+
to_encode = data.copy()
|
| 23 |
+
if expires_delta:
|
| 24 |
+
expire = datetime.utcnow() + expires_delta
|
| 25 |
+
else:
|
| 26 |
+
expire = datetime.utcnow() + timedelta(minutes=15)
|
| 27 |
+
to_encode.update({"exp": expire})
|
| 28 |
+
return jwt.encode(
|
| 29 |
+
to_encode, self.secret_key, algorithm=self.algorithm
|
| 30 |
+
)
|
| 31 |
+
|
| 32 |
+
async def verify_token(
|
| 33 |
+
self,
|
| 34 |
+
credentials: HTTPAuthorizationCredentials = Security(security)
|
| 35 |
+
):
|
| 36 |
+
try:
|
| 37 |
+
payload = jwt.decode(
|
| 38 |
+
credentials.credentials,
|
| 39 |
+
self.secret_key,
|
| 40 |
+
algorithms=[self.algorithm]
|
| 41 |
+
)
|
| 42 |
+
return payload
|
| 43 |
+
except jwt.ExpiredSignatureError:
|
| 44 |
+
raise HTTPException(
|
| 45 |
+
status_code=401,
|
| 46 |
+
detail="Token has expired"
|
| 47 |
+
)
|
| 48 |
+
except jwt.JWTError:
|
| 49 |
+
raise HTTPException(
|
| 50 |
+
status_code=401,
|
| 51 |
+
detail="Could not validate credentials"
|
| 52 |
+
)
|
| 53 |
+
|
| 54 |
+
verify_token = SecurityMiddleware().verify_token
|