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185 lines
5.5 KiB
Markdown
185 lines
5.5 KiB
Markdown
# GCP Auth Sample
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## Overview
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Demonstrates the use of Agent Identity auth manager with an agent that queries
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Spotify and Google Maps using auth providers.
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Use `adk web` to run API key and 2-legged oauth flows, while use the included
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custom agent web client to run 3-legged oauth flows.
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## Setup
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### 1. Activate environment
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```bash
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cd adk-python
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python3 -m venv .venv
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source .venv/bin/activate
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```
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### 2. Install dependencies
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```bash
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pip install "google-adk[agent-identity]"
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```
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### 3. Authenticate your environment
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```bash
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gcloud auth application-default login
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export GOOGLE_CLOUD_PROJECT="YOUR_GOOGLE_CLOUD_PROJECT"
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gcloud auth application-default set-quota-project $GOOGLE_CLOUD_PROJECT
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```
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### 4. Create auth providers
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Refer to the [public documentation](https://cloud.google.com/iam/docs/manage-auth-providers) to create the following Agent Identity auth providers.
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> **Note:**
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> The identity running the agent (via Application Default Credentials) must have
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> the necessary [permissions](https://docs.cloud.google.com/iam/docs/roles-permissions/iamconnectors#iamconnectors.user)
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> to retrieve credentials from these connectors. Ensure your account has the
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> necessary role to access these resources.
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```bash
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export GOOGLE_CLOUD_LOCATION="YOUR_GOOGLE_CLOUD_LOCATION"
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export MAPS_API_AUTH_PROVIDER_ID="YOUR_MAPS_API_AUTH_PROVIDER_ID"
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export SPOTIFY_2LO_AUTH_PROVIDER_ID="YOUR_SPOTIFY_2LO_AUTH_PROVIDER_ID"
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export SPOTIFY_3LO_AUTH_PROVIDER_ID="YOUR_SPOTIFY_3LO_AUTH_PROVIDER_ID"
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gcloud alpha agent-identity connectors create $MAPS_API_AUTH_PROVIDER_ID \
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--project=$GOOGLE_CLOUD_PROJECT \
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--location=$GOOGLE_CLOUD_LOCATION \
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--api-key=YOUR_API_KEY
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gcloud alpha agent-identity connectors create $SPOTIFY_2LO_AUTH_PROVIDER_ID \
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--project=$GOOGLE_CLOUD_PROJECT \
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--location=$GOOGLE_CLOUD_LOCATION \
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--two-legged-oauth-client-id=OAUTH_CLIENT_ID \
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--two-legged-oauth-client-secret=OAUTH_CLIENT_SECRET \
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--two-legged-oauth-token-endpoint=OAUTH_TOKEN_ENDPOINT
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gcloud alpha agent-identity connectors create $SPOTIFY_3LO_AUTH_PROVIDER_ID \
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--project=$GOOGLE_CLOUD_PROJECT \
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--location=$GOOGLE_CLOUD_LOCATION \
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--three-legged-oauth-client-id=OAUTH_CLIENT_ID \
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--three-legged-oauth-client-secret=OAUTH_CLIENT_SECRET \
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--three-legged-oauth-authorization-url=AUTHORIZATION_URL \
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--three-legged-oauth-token-url=TOKEN_URL \
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--allowed-scopes=ALLOWED_SCOPES
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```
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## Sample Inputs
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- `What is the current weather in New York?`
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*Tests the API key auth provider using the Google Maps tool.*
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- `Tell me about the song: Waving Flag`
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*Tests the 2-legged OAuth (2LO) auth provider using the Spotify search track
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tool.*
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- `Get my private playlists`
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*Tests the 3-legged OAuth (3LO) auth provider using the custom web client and
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the Spotify get playlists tool.*
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## How To
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### 1. Register the GCP Auth Provider
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Register the Agent Identity authentication provider with the credential manager
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so it can resolve GCP auth provider connector schemes.
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```python
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CredentialManager.register_auth_provider(GcpAuthProvider())
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```
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### 2. Configure 2-Legged OAuth (2LO)
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Define an `AuthConfig` utilizing `GcpAuthProviderScheme` pointing to the 2LO
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connector resource name. Attach it to an `AuthenticatedFunctionTool`.
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```python
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spotify_auth_config_2lo = AuthConfig(
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auth_scheme=GcpAuthProviderScheme(name=SPOTIFY_2LO_AUTH_PROVIDER)
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)
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spotify_search_track_tool = AuthenticatedFunctionTool(
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func=spotify_search_track,
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auth_config=spotify_auth_config_2lo,
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)
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```
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See https://docs.cloud.google.com/iam/docs/auth-with-2lo for more details.
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### 3. Configure 3-Legged OAuth (3LO)
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For interactive user authorization flows, configure `GcpAuthProviderScheme` with
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required `scopes` and a `continue_uri` where the OAuth callback will redirect
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upon completion.
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```python
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spotify_auth_config_3lo = AuthConfig(
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auth_scheme=GcpAuthProviderScheme(
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name=SPOTIFY_3LO_AUTH_PROVIDER,
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scopes=["playlist-read-private"],
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continue_uri=CONTINUE_URI,
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)
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)
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spotify_get_playlist_tool = AuthenticatedFunctionTool(
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func=spotify_get_playlists,
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auth_config=spotify_auth_config_3lo,
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)
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```
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See https://docs.cloud.google.com/iam/docs/auth-with-3lo for more details.
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### 4. Configure Auth for MCP Toolsets
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When utilizing an `McpToolset`, supply the `auth_scheme` directly to enable
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automatic authentication (such as API key injection) during MCP server
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communication.
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```python
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maps_tools = McpToolset(
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connection_params=StreamableHTTPConnectionParams(url=MAPS_MCP_ENDPOINT),
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auth_scheme=GcpAuthProviderScheme(name=MAPS_API_AUTH_PROVIDER),
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errlog=None, # Required for agent-freezing (pickling)
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)
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```
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## Testing the Sample
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### 1. Test API key and 2LO auth provider using ADK web client
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```bash
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adk web contributing/samples
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```
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- On the ADK web UI, select the agent named `gcp_auth` from the dropdown.
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- Try the sample queries from the **Sample Inputs** section for API key
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(Google Maps) and 2LO (Spotify).
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### 2. Test 3LO auth provider using custom web client
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- Navigate to the client directory and install dependencies:
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```bash
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cd contributing/samples/integrations/gcp_auth/client
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pip install -r requirements.txt
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```
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- Start the client application:
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```bash
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uvicorn main:app --port 8080 --reload
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```
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- Open `http://localhost:8080`. (**Note:** You must use `localhost` and not
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`127.0.0.1`, as the OAuth redirect URL specifically requires it.)
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- In the sidebar, configure your GCP Project ID and Location, click "Load Remote
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Agents", choose an engine to query, and click "Save & Apply Settings".
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- Try the 3LO sample query to fetch private playlists.
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