From a7e84e7bbb79a16e476ee0bed0967a61140408eb Mon Sep 17 00:00:00 2001 From: ariannevjestic Date: Mon, 29 Jul 2024 11:35:14 +0800 Subject: [PATCH] adding in support for JWT tokens to openai backends --- aisentry/facade/app.py | 17 +++++- .../documentation/Workload-identity-config.md | 54 ++++++++++++++++++ content/images/openai_rbac.png | Bin 0 -> 106396 bytes content/images/openai_rbac2.png | Bin 0 -> 88727 bytes tests/http/adapter_test-ai-sentry.http | 2 +- 5 files changed, 71 insertions(+), 2 deletions(-) create mode 100644 content/documentation/Workload-identity-config.md create mode 100644 content/images/openai_rbac.png create mode 100644 content/images/openai_rbac2.png diff --git a/aisentry/facade/app.py b/aisentry/facade/app.py index 063c91a..bead1bb 100644 --- a/aisentry/facade/app.py +++ b/aisentry/facade/app.py @@ -3,6 +3,7 @@ import uuid from datetime import datetime from dapr.clients import DaprClient +from azure.identity import DefaultAzureCredential import httpcore from enum import Enum from typing import Tuple @@ -35,6 +36,11 @@ load_dotenv(".env", override=True) +# os.environ["AZURE_CLIENT_ID"] = "your_client_id" +# os.environ["AZURE_TENANT_ID"] = "your_tenant_id" +# os.environ["AZURE_FEDERATED_TOKEN_FILE"] = "/var/run/secrets/tokens/azure-identity-token" + + logger.info("Starting Ai-Sentry Facade app") app = Quart(__name__) @@ -130,9 +136,18 @@ async def catch_all(path): logger.info("detected use of api-key header - will use this for authentication") logger.debug(f"Swapping out api-key inside header with {endpoint_info['api-key']} value") openAI_request_headers['Api-Key'] = endpoint_info['api-key'] - else: + + if endpoint_info['api-key'] is not None: logger.info("No api-key header detected - will use the default api-key for authentication") openAI_request_headers['Api-Key'] = endpoint_info['api-key'] + + else: + logger.info("No api-key config detected - will use oAuth to talk to openAI backend services.") + #Get Access Token from workload identity + credential = DefaultAzureCredential() + token = credential.get_token("https://cognitiveservices.azure.com/.default") + openAI_request_headers['Authorization'] = f"Bearer {token.token}" + json_body = json.loads(body) if 'messages' in json_body: diff --git a/content/documentation/Workload-identity-config.md b/content/documentation/Workload-identity-config.md new file mode 100644 index 0000000..8c4ab6a --- /dev/null +++ b/content/documentation/Workload-identity-config.md @@ -0,0 +1,54 @@ +# AKS Workload Identity setup + +## MI creation +```powershell +az account set --subscription "subscriptionID" +``` + +```powershell +az identity create --name "ai-sentry-be-mi" --resource-group "ai-sentry" --location "australiaeast" --subscription "879bb272-07db-4784-816a-a9fac90f49ae" +``` + +```bash +export USER_ASSIGNED_CLIENT_ID="$(az identity show --resource-group "ai-sentry" --name "ai-sentry-be-mi" --query 'clientId' -otsv)" +``` +## Grant MI access to openAI resources + +![alt text](..\images\openai_rbac.png) + +and assign your newly built managed identity to above role: + +![alt text](..\images\openai_rbac2.png) + + +## Env variables for service account in AKS + +```bash +export SERVICE_ACCOUNT_NAME="default" +export SERVICE_ACCOUNT_NAMESPACE="ai-sentry" +``` + +## OIDC Issuer url + +```bash +export AKS_OIDC_ISSUER="$(az aks show --name anevjes-aks --resource-group aks --query "oidcIssuerProfile.issuerUrl" -o tsv)" +``` + +## Create AKS Service Account + +```bash +cat <?q=_AoUIGMAq!W7RBm$x2_z((2jBATIp41AABXFLggkehnR{mLnfc{~?t|O=c#rdPadGXt zd*_Be7uPONE-vn{-8+F#s1;hyz{@r-{oB{MP@O`vz(0>{P4C)iYja5e?{{-;d+x}! 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