mirror of
https://github.com/googleapis/genai-toolbox.git
synced 2026-02-18 02:51:58 -05:00
Compare commits
1 Commits
adk-python
...
dependabot
| Author | SHA1 | Date | |
|---|---|---|---|
|
52d74ed723 |
@@ -1,57 +0,0 @@
|
||||
# Copyright 2026 Google LLC
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
# You may obtain a copy of the License at
|
||||
#
|
||||
# http://www.apache.org/licenses/LICENSE-2.0
|
||||
#
|
||||
# Unless required by applicable law or agreed to in writing, software
|
||||
# distributed under the License is distributed on an "AS IS" BASIS,
|
||||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
# See the License for the specific language governing permissions and
|
||||
# limitations under the License.
|
||||
|
||||
steps:
|
||||
- name: "${_IMAGE}"
|
||||
id: "go-pre-post-processing-test"
|
||||
entrypoint: "bash"
|
||||
args:
|
||||
- -c
|
||||
- |
|
||||
set -ex
|
||||
chmod +x .ci/sample_tests/run_tests.sh
|
||||
.ci/sample_tests/run_tests.sh
|
||||
env:
|
||||
- "CLOUD_SQL_INSTANCE=${_CLOUD_SQL_INSTANCE}"
|
||||
- "GCP_PROJECT=${_GCP_PROJECT}"
|
||||
- "DATABASE_NAME=${_DATABASE_NAME}"
|
||||
- "DB_USER=${_DB_USER}"
|
||||
- "TARGET_ROOT=${_TARGET_ROOT}"
|
||||
- "TARGET_LANG=${_TARGET_LANG}"
|
||||
- "TABLE_NAME=${_TABLE_NAME}"
|
||||
- "SQL_FILE=${_SQL_FILE}"
|
||||
- "AGENT_FILE_PATTERN=${_AGENT_FILE_PATTERN}"
|
||||
secretEnv: ["TOOLS_YAML_CONTENT", "GOOGLE_API_KEY", "DB_PASSWORD"]
|
||||
|
||||
availableSecrets:
|
||||
secretManager:
|
||||
- versionName: projects/${_GCP_PROJECT}/secrets/${_TOOLS_YAML_SECRET}/versions/5
|
||||
env: "TOOLS_YAML_CONTENT"
|
||||
- versionName: projects/${_GCP_PROJECT_NUMBER}/secrets/${_API_KEY_SECRET}/versions/latest
|
||||
env: "GOOGLE_API_KEY"
|
||||
- versionName: projects/${_GCP_PROJECT}/secrets/${_DB_PASS_SECRET}/versions/latest
|
||||
env: "DB_PASSWORD"
|
||||
|
||||
timeout: 1200s
|
||||
|
||||
substitutions:
|
||||
_TARGET_LANG: "go"
|
||||
_IMAGE: "golang:1.25.1"
|
||||
_TARGET_ROOT: "docs/en/samples/pre_post_processing/go"
|
||||
_TABLE_NAME: "hotels_go_pre_post_processing"
|
||||
_SQL_FILE: ".ci/sample_tests/setup_hotels.sql"
|
||||
_AGENT_FILE_PATTERN: "agent.go"
|
||||
|
||||
options:
|
||||
logging: CLOUD_LOGGING_ONLY
|
||||
@@ -1220,9 +1220,10 @@
|
||||
}
|
||||
},
|
||||
"node_modules/@google-cloud/storage": {
|
||||
"version": "7.17.0",
|
||||
"resolved": "https://registry.npmjs.org/@google-cloud/storage/-/storage-7.17.0.tgz",
|
||||
"integrity": "sha512-5m9GoZqKh52a1UqkxDBu/+WVFDALNtHg5up5gNmNbXQWBcV813tzJKsyDtKjOPrlR1em1TxtD7NSPCrObH7koQ==",
|
||||
"version": "7.19.0",
|
||||
"resolved": "https://registry.npmjs.org/@google-cloud/storage/-/storage-7.19.0.tgz",
|
||||
"integrity": "sha512-n2FjE7NAOYyshogdc7KQOl/VZb4sneqPjWouSyia9CMDdMhRX5+RIbqalNmC7LOLzuLAN89VlF2HvG8na9G+zQ==",
|
||||
"license": "Apache-2.0",
|
||||
"optional": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
@@ -1232,7 +1233,7 @@
|
||||
"abort-controller": "^3.0.0",
|
||||
"async-retry": "^1.3.3",
|
||||
"duplexify": "^4.1.3",
|
||||
"fast-xml-parser": "^4.4.1",
|
||||
"fast-xml-parser": "^5.3.4",
|
||||
"gaxios": "^6.0.2",
|
||||
"google-auth-library": "^9.6.3",
|
||||
"html-entities": "^2.5.2",
|
||||
@@ -3973,19 +3974,20 @@
|
||||
]
|
||||
},
|
||||
"node_modules/fast-xml-parser": {
|
||||
"version": "4.5.3",
|
||||
"resolved": "https://registry.npmjs.org/fast-xml-parser/-/fast-xml-parser-4.5.3.tgz",
|
||||
"integrity": "sha512-RKihhV+SHsIUGXObeVy9AXiBbFwkVk7Syp8XgwN5U3JV416+Gwp/GO9i0JYKmikykgz/UHRrrV4ROuZEo/T0ig==",
|
||||
"version": "5.3.6",
|
||||
"resolved": "https://registry.npmjs.org/fast-xml-parser/-/fast-xml-parser-5.3.6.tgz",
|
||||
"integrity": "sha512-QNI3sAvSvaOiaMl8FYU4trnEzCwiRr8XMWgAHzlrWpTSj+QaCSvOf1h82OEP1s4hiAXhnbXSyFWCf4ldZzZRVA==",
|
||||
"funding": [
|
||||
{
|
||||
"type": "github",
|
||||
"url": "https://github.com/sponsors/NaturalIntelligence"
|
||||
}
|
||||
],
|
||||
"license": "MIT",
|
||||
"optional": true,
|
||||
"peer": true,
|
||||
"dependencies": {
|
||||
"strnum": "^1.1.1"
|
||||
"strnum": "^2.1.2"
|
||||
},
|
||||
"bin": {
|
||||
"fxparser": "src/cli/cli.js"
|
||||
@@ -6133,15 +6135,16 @@
|
||||
}
|
||||
},
|
||||
"node_modules/strnum": {
|
||||
"version": "1.1.2",
|
||||
"resolved": "https://registry.npmjs.org/strnum/-/strnum-1.1.2.tgz",
|
||||
"integrity": "sha512-vrN+B7DBIoTTZjnPNewwhx6cBA/H+IS7rfW68n7XxC1y7uoiGQBxaKzqucGUgavX15dJgiGztLJ8vxuEzwqBdA==",
|
||||
"version": "2.1.2",
|
||||
"resolved": "https://registry.npmjs.org/strnum/-/strnum-2.1.2.tgz",
|
||||
"integrity": "sha512-l63NF9y/cLROq/yqKXSLtcMeeyOfnSQlfMSlzFt/K73oIaD8DGaQWd7Z34X9GPiKqP5rbSh84Hl4bOlLcjiSrQ==",
|
||||
"funding": [
|
||||
{
|
||||
"type": "github",
|
||||
"url": "https://github.com/sponsors/NaturalIntelligence"
|
||||
}
|
||||
],
|
||||
"license": "MIT",
|
||||
"optional": true,
|
||||
"peer": true
|
||||
},
|
||||
|
||||
@@ -50,30 +50,5 @@ It is helpful to understand how tool-level processing differs from other scopes:
|
||||
- **Model Level**: Intercepts individual calls to the LLM (prompts and responses). Unlike tool-level, this applies globally to all text sent/received, making it better for global PII redaction or token tracking.
|
||||
- **Agent Level**: Wraps the high-level execution loop (e.g., a "turn" in the conversation). Unlike tool-level, this envelopes the entire turn (user input to final response), making it suitable for session management or end-to-end auditing.
|
||||
|
||||
## Best Practices
|
||||
|
||||
### Security & Guardrails
|
||||
|
||||
- **Principle of Least Privilege**: Ensure that tools run with the minimum necessary permissions. Middleware is an excellent place to enforce "read-only" modes or verify user identity before executing sensitive actions.
|
||||
- **Input Sanitization**: Actively strip potential PII (like credit card numbers or raw emails) from tool arguments before logging them.
|
||||
- **Prompt Injection Defense**: Use pre-processing hooks to scan user inputs for known jailbreak patterns or malicious directives before they reach the model or tools.
|
||||
|
||||
### Observability & Debugging
|
||||
|
||||
- **Structured Logging**: Instead of simple print statements, use structured JSON logging with correlation IDs. This allows you to trace a single user request through multiple agent turns and tool calls.
|
||||
- **Logging for Testability**: LLM responses are non-deterministic and may summarize away key details.
|
||||
- **Pattern**: Add explicit logging markers in your post-processing middleware (e.g., `logger.info("ACTION_SUCCESS: <id>")`).
|
||||
- **Benefit**: Your integration tests can grep logs for these stable markers to verify tool success, rather than painfully parsing variable natural language responses.
|
||||
|
||||
### Performance & Cost Optimization
|
||||
|
||||
- **Token Economy**: Tools often return verbose JSON. Use post-processing to strip unnecessary fields or summarize large datasets *before* returning the result to the LLM's context window. This saves tokens and reduces latency.
|
||||
- **Caching**: For read-heavy tools (like "search_knowledge_base"), implement caching middleware to return previous results for identical queries, saving both time and API costs.
|
||||
|
||||
### Error Handling
|
||||
|
||||
- **Graceful Degradation**: If a tool fails (e.g., API timeout), catch the exception in middleware and return a structured error message to the LLM (e.g., `Error: Database timeout, please try again`).
|
||||
- **Self-Correction**: Well-formatted error messages often allow the LLM to understand *why* a call failed and retry it with corrected parameters automatically.
|
||||
|
||||
|
||||
## Samples
|
||||
|
||||
@@ -1,38 +0,0 @@
|
||||
---
|
||||
title: "Go"
|
||||
type: docs
|
||||
weight: 3
|
||||
description: >
|
||||
How to add pre- and post- processing to your Agents using Go.
|
||||
---
|
||||
|
||||
## Prerequisites
|
||||
|
||||
This tutorial assumes that you have set up Toolbox with a basic agent as described in the [local quickstart](../../getting-started/local_quickstart_go.md).
|
||||
|
||||
This guide demonstrates how to implement these patterns in your Toolbox applications.
|
||||
|
||||
## Implementation
|
||||
|
||||
{{< tabpane persist=header >}}
|
||||
{{% tab header="ADK" text=true %}}
|
||||
The following example demonstrates how to use the `beforeToolCallback` and `afterToolCallback` hooks in the ADK `LlmAgent` to implement pre and post processing logic.
|
||||
|
||||
```go
|
||||
{{< include "go/adk/agent.go" >}}
|
||||
```
|
||||
|
||||
You can also add model-level (`beforeModelCallback`, `afterModelCallback`) and agent-level (`beforeAgentCallback`, `afterAgentCallback`) hooks to intercept messages at different stages of the execution loop.
|
||||
|
||||
For more information, see the [ADK Callbacks documentation](https://google.github.io/adk-docs/callbacks/types-of-callbacks/).{{% /tab %}}
|
||||
{{< /tabpane >}}
|
||||
|
||||
## Results
|
||||
|
||||
The output should look similar to the following. Note that exact responses may vary due to the non-deterministic nature of LLMs and differences between orchestration frameworks.
|
||||
|
||||
```
|
||||
AI: Booking Confirmed! You earned 500 Loyalty Points with this stay.
|
||||
|
||||
AI: Error: Maximum stay duration is 14 days.
|
||||
```
|
||||
@@ -1,174 +0,0 @@
|
||||
/*
|
||||
* Copyright 2026 Google LLC
|
||||
*
|
||||
* Licensed under the Apache License, Version 2.0 (the "License");
|
||||
* you may not use this file except in compliance with the License.
|
||||
* You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
|
||||
package main
|
||||
|
||||
import (
|
||||
"context"
|
||||
"fmt"
|
||||
"log"
|
||||
"os"
|
||||
"strings"
|
||||
"time"
|
||||
|
||||
"github.com/googleapis/mcp-toolbox-sdk-go/tbadk"
|
||||
"google.golang.org/adk/agent"
|
||||
"google.golang.org/adk/agent/llmagent"
|
||||
"google.golang.org/adk/model/gemini"
|
||||
"google.golang.org/adk/runner"
|
||||
"google.golang.org/adk/session"
|
||||
"google.golang.org/adk/tool"
|
||||
"google.golang.org/genai"
|
||||
)
|
||||
|
||||
const systemPrompt = `You're a helpful hotel assistant. You handle hotel searching, booking and
|
||||
cancellations. When the user searches for a hotel, mention it's name, id,
|
||||
location and price tier. Always mention hotel ids while performing any
|
||||
searches. This is very important for any operations. For any bookings or
|
||||
cancellations, please provide the appropriate confirmation. Be sure to
|
||||
update checkin or checkout dates if mentioned by the user.
|
||||
Don't ask for confirmations from the user.`
|
||||
|
||||
var queries = []string{
|
||||
"Book hotel with id 3.",
|
||||
"Update my hotel with id 3 with checkin date 2025-01-04 and checkout date 2025-01-20",
|
||||
}
|
||||
|
||||
// Pre-processing
|
||||
func enforceBusinessRules(ctx tool.Context, tool tool.Tool, args map[string]any) (map[string]any, error) {
|
||||
|
||||
fmt.Printf("POLICY CHECK: Intercepting '%s'\n", tool.Name())
|
||||
if tool.Name() == "update-hotel" {
|
||||
checkinStr, okCheckin := args["checkin_date"].(string)
|
||||
checkoutStr, okCheckout := args["checkout_date"].(string)
|
||||
|
||||
if okCheckin && okCheckout {
|
||||
startDate, errStart := time.Parse("2006-01-02", checkinStr)
|
||||
endDate, errEnd := time.Parse("2006-01-02", checkoutStr)
|
||||
if errStart != nil || errEnd != nil {
|
||||
return nil, nil
|
||||
}
|
||||
|
||||
duration := endDate.Sub(startDate).Hours() / 24
|
||||
if duration > 14 {
|
||||
fmt.Println("BLOCKED: Stay too long")
|
||||
return map[string]any{"Error": "Maximum stay duration is 14 days."}, nil
|
||||
}
|
||||
}
|
||||
}
|
||||
return nil, nil
|
||||
}
|
||||
|
||||
// Post-processing
|
||||
func enrichResponse(ctx tool.Context, tool tool.Tool, args, result map[string]any, err error) (map[string]any, error) {
|
||||
resultStr := fmt.Sprintf("%v", result)
|
||||
|
||||
if tool.Name() == "book-hotel" {
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
if _, ok := result["Error"]; !ok && !strings.Contains(resultStr, "Error") {
|
||||
const loyaltyBonus = 500
|
||||
enrichedResult := fmt.Sprintf("Booking Confirmed!\n You earned %d Loyalty Points with this stay.\n\nSystem Details: %s", loyaltyBonus, resultStr)
|
||||
return map[string]any{"confirmation": enrichedResult}, nil
|
||||
}
|
||||
}
|
||||
return result, nil
|
||||
}
|
||||
|
||||
func main() {
|
||||
genaiKey := os.Getenv("GOOGLE_API_KEY")
|
||||
toolboxURL := "http://localhost:5000"
|
||||
ctx := context.Background()
|
||||
|
||||
toolboxClient, err := tbadk.NewToolboxClient(toolboxURL)
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to create MCP Toolbox client: %v", err)
|
||||
}
|
||||
|
||||
toolsetName := "my-toolset"
|
||||
mcpTools, err := toolboxClient.LoadToolset(toolsetName, ctx)
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to load MCP toolset '%s': %v\nMake sure your Toolbox server is running.", toolsetName, err)
|
||||
}
|
||||
|
||||
model, err := gemini.NewModel(ctx, "gemini-2.5-flash", &genai.ClientConfig{
|
||||
APIKey: genaiKey,
|
||||
})
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to create model: %v", err)
|
||||
}
|
||||
|
||||
tools := make([]tool.Tool, len(mcpTools))
|
||||
for i := range mcpTools {
|
||||
tools[i] = &mcpTools[i]
|
||||
}
|
||||
llmagent, err := llmagent.New(llmagent.Config{
|
||||
Name: "hotel_assistant",
|
||||
Model: model,
|
||||
Description: "Agent to answer questions about hotels.",
|
||||
Instruction: systemPrompt,
|
||||
Tools: tools,
|
||||
// Add pre- and post- processing hooks
|
||||
BeforeToolCallbacks: []llmagent.BeforeToolCallback{enforceBusinessRules},
|
||||
AfterToolCallbacks: []llmagent.AfterToolCallback{enrichResponse},
|
||||
})
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to create agent: %v", err)
|
||||
}
|
||||
|
||||
appName := "hotel_assistant"
|
||||
userID := "user-123"
|
||||
sessionService := session.InMemoryService()
|
||||
respSess, err := sessionService.Create(ctx, &session.CreateRequest{
|
||||
AppName: appName,
|
||||
UserID: userID,
|
||||
})
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to create the session service: %v", err)
|
||||
}
|
||||
sess := respSess.Session
|
||||
|
||||
r, err := runner.New(runner.Config{
|
||||
AppName: appName,
|
||||
Agent: llmagent,
|
||||
SessionService: sessionService,
|
||||
})
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to create runner: %v", err)
|
||||
}
|
||||
|
||||
for i, query := range queries {
|
||||
fmt.Printf("\n=== Query %d: %s ===\n", i+1, query)
|
||||
userMsg := genai.NewContentFromText(query, genai.RoleUser)
|
||||
streamingMode := agent.StreamingModeSSE
|
||||
|
||||
runIter := r.Run(ctx, userID, sess.ID(), userMsg, agent.RunConfig{
|
||||
StreamingMode: streamingMode,
|
||||
})
|
||||
|
||||
fmt.Print("AI: ")
|
||||
for event := range runIter {
|
||||
if event != nil && event.Content != nil {
|
||||
for _, p := range event.Content.Parts {
|
||||
fmt.Print(p.Text)
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
fmt.Println("\n" + strings.Repeat("-", 80) + "\n")
|
||||
}
|
||||
}
|
||||
@@ -1,44 +0,0 @@
|
||||
module example.com/adk-agent
|
||||
|
||||
go 1.24.4
|
||||
|
||||
require (
|
||||
github.com/googleapis/mcp-toolbox-sdk-go v0.5.1
|
||||
google.golang.org/adk v0.3.0
|
||||
google.golang.org/genai v1.43.0
|
||||
)
|
||||
|
||||
require (
|
||||
cloud.google.com/go v0.123.0 // indirect
|
||||
cloud.google.com/go/auth v0.18.1 // indirect
|
||||
cloud.google.com/go/auth/oauth2adapt v0.2.8 // indirect
|
||||
cloud.google.com/go/compute/metadata v0.9.0 // indirect
|
||||
github.com/cespare/xxhash/v2 v2.3.0 // indirect
|
||||
github.com/felixge/httpsnoop v1.0.4 // indirect
|
||||
github.com/go-logr/logr v1.4.3 // indirect
|
||||
github.com/go-logr/stdr v1.2.2 // indirect
|
||||
github.com/google/go-cmp v0.7.0 // indirect
|
||||
github.com/google/s2a-go v0.1.9 // indirect
|
||||
github.com/google/safehtml v0.1.0 // indirect
|
||||
github.com/google/uuid v1.6.0 // indirect
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.11 // indirect
|
||||
github.com/googleapis/gax-go/v2 v2.16.0 // indirect
|
||||
github.com/gorilla/websocket v1.5.3 // indirect
|
||||
go.opentelemetry.io/auto/sdk v1.2.1 // indirect
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0 // indirect
|
||||
go.opentelemetry.io/otel v1.39.0 // indirect
|
||||
go.opentelemetry.io/otel/metric v1.39.0 // indirect
|
||||
go.opentelemetry.io/otel/sdk v1.39.0 // indirect
|
||||
go.opentelemetry.io/otel/trace v1.39.0 // indirect
|
||||
golang.org/x/crypto v0.47.0 // indirect
|
||||
golang.org/x/net v0.49.0 // indirect
|
||||
golang.org/x/oauth2 v0.34.0 // indirect
|
||||
golang.org/x/sys v0.40.0 // indirect
|
||||
golang.org/x/text v0.33.0 // indirect
|
||||
google.golang.org/api v0.263.0 // indirect
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260122232226-8e98ce8d340d // indirect
|
||||
google.golang.org/grpc v1.78.0 // indirect
|
||||
google.golang.org/protobuf v1.36.11 // indirect
|
||||
rsc.io/omap v1.2.0 // indirect
|
||||
rsc.io/ordered v1.1.1 // indirect
|
||||
)
|
||||
@@ -1,132 +0,0 @@
|
||||
cel.dev/expr v0.24.0 h1:56OvJKSH3hDGL0ml5uSxZmz3/3Pq4tJ+fb1unVLAFcY=
|
||||
cel.dev/expr v0.24.0/go.mod h1:hLPLo1W4QUmuYdA72RBX06QTs6MXw941piREPl3Yfiw=
|
||||
cloud.google.com/go v0.123.0 h1:2NAUJwPR47q+E35uaJeYoNhuNEM9kM8SjgRgdeOJUSE=
|
||||
cloud.google.com/go v0.123.0/go.mod h1:xBoMV08QcqUGuPW65Qfm1o9Y4zKZBpGS+7bImXLTAZU=
|
||||
cloud.google.com/go/auth v0.18.1 h1:IwTEx92GFUo2pJ6Qea0EU3zYvKnTAeRCODxfA/G5UWs=
|
||||
cloud.google.com/go/auth v0.18.1/go.mod h1:GfTYoS9G3CWpRA3Va9doKN9mjPGRS+v41jmZAhBzbrA=
|
||||
cloud.google.com/go/auth/oauth2adapt v0.2.8 h1:keo8NaayQZ6wimpNSmW5OPc283g65QNIiLpZnkHRbnc=
|
||||
cloud.google.com/go/auth/oauth2adapt v0.2.8/go.mod h1:XQ9y31RkqZCcwJWNSx2Xvric3RrU88hAYYbjDWYDL+c=
|
||||
cloud.google.com/go/compute/metadata v0.9.0 h1:pDUj4QMoPejqq20dK0Pg2N4yG9zIkYGdBtwLoEkH9Zs=
|
||||
cloud.google.com/go/compute/metadata v0.9.0/go.mod h1:E0bWwX5wTnLPedCKqk3pJmVgCBSM6qQI1yTBdEb3C10=
|
||||
cloud.google.com/go/iam v1.5.3 h1:+vMINPiDF2ognBJ97ABAYYwRgsaqxPbQDlMnbHMjolc=
|
||||
cloud.google.com/go/iam v1.5.3/go.mod h1:MR3v9oLkZCTlaqljW6Eb2d3HGDGK5/bDv93jhfISFvU=
|
||||
cloud.google.com/go/monitoring v1.24.3 h1:dde+gMNc0UhPZD1Azu6at2e79bfdztVDS5lvhOdsgaE=
|
||||
cloud.google.com/go/monitoring v1.24.3/go.mod h1:nYP6W0tm3N9H/bOw8am7t62YTzZY+zUeQ+Bi6+2eonI=
|
||||
cloud.google.com/go/secretmanager v1.16.0 h1:19QT7ZsLJ8FSP1k+4esQvuCD7npMJml6hYzilxVyT+k=
|
||||
cloud.google.com/go/secretmanager v1.16.0/go.mod h1://C/e4I8D26SDTz1f3TQcddhcmiC3rMEl0S1Cakvs3Q=
|
||||
cloud.google.com/go/storage v1.59.2 h1:gmOAuG1opU8YvycMNpP+DvHfT9BfzzK5Cy+arP+Nocw=
|
||||
cloud.google.com/go/storage v1.59.2/go.mod h1:cMWbtM+anpC74gn6qjLh+exqYcfmB9Hqe5z6adx+CLI=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.30.0 h1:sBEjpZlNHzK1voKq9695PJSX2o5NEXl7/OL3coiIY0c=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.30.0/go.mod h1:P4WPRUkOhJC13W//jWpyfJNDAIpvRbAUIYLX/4jtlE0=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.54.0 h1:lhhYARPUu3LmHysQ/igznQphfzynnqI3D75oUyw1HXk=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.54.0/go.mod h1:l9rva3ApbBpEJxSNYnwT9N4CDLrWgtq3u8736C5hyJw=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.54.0 h1:s0WlVbf9qpvkh1c/uDAPElam0WrL7fHRIidgZJ7UqZI=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.54.0/go.mod h1:Mf6O40IAyB9zR/1J8nGDDPirZQQPbYJni8Yisy7NTMc=
|
||||
github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
|
||||
github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
|
||||
github.com/cncf/xds/go v0.0.0-20251022180443-0feb69152e9f h1:Y8xYupdHxryycyPlc9Y+bSQAYZnetRJ70VMVKm5CKI0=
|
||||
github.com/cncf/xds/go v0.0.0-20251022180443-0feb69152e9f/go.mod h1:HlzOvOjVBOfTGSRXRyY0OiCS/3J1akRGQQpRO/7zyF4=
|
||||
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM=
|
||||
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
|
||||
github.com/envoyproxy/go-control-plane v0.13.5-0.20251024222203-75eaa193e329 h1:K+fnvUM0VZ7ZFJf0n4L/BRlnsb9pL/GuDG6FqaH+PwM=
|
||||
github.com/envoyproxy/go-control-plane/envoy v1.35.0 h1:ixjkELDE+ru6idPxcHLj8LBVc2bFP7iBytj353BoHUo=
|
||||
github.com/envoyproxy/go-control-plane/envoy v1.35.0/go.mod h1:09qwbGVuSWWAyN5t/b3iyVfz5+z8QWGrzkoqm/8SbEs=
|
||||
github.com/envoyproxy/protoc-gen-validate v1.2.1 h1:DEo3O99U8j4hBFwbJfrz9VtgcDfUKS7KJ7spH3d86P8=
|
||||
github.com/envoyproxy/protoc-gen-validate v1.2.1/go.mod h1:d/C80l/jxXLdfEIhX1W2TmLfsJ31lvEjwamM4DxlWXU=
|
||||
github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg=
|
||||
github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U=
|
||||
github.com/go-jose/go-jose/v4 v4.1.3 h1:CVLmWDhDVRa6Mi/IgCgaopNosCaHz7zrMeF9MlZRkrs=
|
||||
github.com/go-jose/go-jose/v4 v4.1.3/go.mod h1:x4oUasVrzR7071A4TnHLGSPpNOm2a21K9Kf04k1rs08=
|
||||
github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
|
||||
github.com/go-logr/logr v1.4.3 h1:CjnDlHq8ikf6E492q6eKboGOC0T8CDaOvkHCIg8idEI=
|
||||
github.com/go-logr/logr v1.4.3/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
|
||||
github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
|
||||
github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
|
||||
github.com/golang/protobuf v1.5.4 h1:i7eJL8qZTpSEXOPTxNKhASYpMn+8e5Q6AdndVa1dWek=
|
||||
github.com/golang/protobuf v1.5.4/go.mod h1:lnTiLA8Wa4RWRcIUkrtSVa5nRhsEGBg48fD6rSs7xps=
|
||||
github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
|
||||
github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
|
||||
github.com/google/jsonschema-go v0.3.0 h1:6AH2TxVNtk3IlvkkhjrtbUc4S8AvO0Xii0DxIygDg+Q=
|
||||
github.com/google/jsonschema-go v0.3.0/go.mod h1:r5quNTdLOYEz95Ru18zA0ydNbBuYoo9tgaYcxEYhJVE=
|
||||
github.com/google/s2a-go v0.1.9 h1:LGD7gtMgezd8a/Xak7mEWL0PjoTQFvpRudN895yqKW0=
|
||||
github.com/google/s2a-go v0.1.9/go.mod h1:YA0Ei2ZQL3acow2O62kdp9UlnvMmU7kA6Eutn0dXayM=
|
||||
github.com/google/safehtml v0.1.0 h1:EwLKo8qawTKfsi0orxcQAZzu07cICaBeFMegAU9eaT8=
|
||||
github.com/google/safehtml v0.1.0/go.mod h1:L4KWwDsUJdECRAEpZoBn3O64bQaywRscowZjJAzjHnU=
|
||||
github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
|
||||
github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.11 h1:vAe81Msw+8tKUxi2Dqh/NZMz7475yUvmRIkXr4oN2ao=
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.11/go.mod h1:RFV7MUdlb7AgEq2v7FmMCfeSMCllAzWxFgRdusoGks8=
|
||||
github.com/googleapis/gax-go/v2 v2.16.0 h1:iHbQmKLLZrexmb0OSsNGTeSTS0HO4YvFOG8g5E4Zd0Y=
|
||||
github.com/googleapis/gax-go/v2 v2.16.0/go.mod h1:o1vfQjjNZn4+dPnRdl/4ZD7S9414Y4xA+a/6Icj6l14=
|
||||
github.com/googleapis/mcp-toolbox-sdk-go v0.5.1 h1:Jc7IUlVoitpkWK+21ccmzg+213Nv9lyN0tHXv16JPsQ=
|
||||
github.com/googleapis/mcp-toolbox-sdk-go v0.5.1/go.mod h1:wjOHkYUVD8TwLcAaSbubKj6kY8pfMVCEIxy2OzL4Fu0=
|
||||
github.com/gorilla/websocket v1.5.3 h1:saDtZ6Pbx/0u+bgYQ3q96pZgCzfhKXGPqt7kZ72aNNg=
|
||||
github.com/gorilla/websocket v1.5.3/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
|
||||
github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10 h1:GFCKgmp0tecUJ0sJuv4pzYCqS9+RGSn52M3FUwPs+uo=
|
||||
github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10/go.mod h1:t/avpk3KcrXxUnYOhZhMXJlSEyie6gQbtLq5NM3loB8=
|
||||
github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 h1:Jamvg5psRIccs7FGNTlIRMkT8wgtp5eCXdBlqhYGL6U=
|
||||
github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
|
||||
github.com/spiffe/go-spiffe/v2 v2.6.0 h1:l+DolpxNWYgruGQVV0xsfeya3CsC7m8iBzDnMpsbLuo=
|
||||
github.com/spiffe/go-spiffe/v2 v2.6.0/go.mod h1:gm2SeUoMZEtpnzPNs2Csc0D/gX33k1xIx7lEzqblHEs=
|
||||
github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
|
||||
github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
|
||||
go.opentelemetry.io/auto/sdk v1.2.1 h1:jXsnJ4Lmnqd11kwkBV2LgLoFMZKizbCi5fNZ/ipaZ64=
|
||||
go.opentelemetry.io/auto/sdk v1.2.1/go.mod h1:KRTj+aOaElaLi+wW1kO/DZRXwkF4C5xPbEe3ZiIhN7Y=
|
||||
go.opentelemetry.io/contrib/detectors/gcp v1.38.0 h1:ZoYbqX7OaA/TAikspPl3ozPI6iY6LiIY9I8cUfm+pJs=
|
||||
go.opentelemetry.io/contrib/detectors/gcp v1.38.0/go.mod h1:SU+iU7nu5ud4oCb3LQOhIZ3nRLj6FNVrKgtflbaf2ts=
|
||||
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.63.0 h1:YH4g8lQroajqUwWbq/tr2QX1JFmEXaDLgG+ew9bLMWo=
|
||||
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.63.0/go.mod h1:fvPi2qXDqFs8M4B4fmJhE92TyQs9Ydjlg3RvfUp+NbQ=
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0 h1:RbKq8BG0FI8OiXhBfcRtqqHcZcka+gU3cskNuf05R18=
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0/go.mod h1:h06DGIukJOevXaj/xrNjhi/2098RZzcLTbc0jDAUbsg=
|
||||
go.opentelemetry.io/otel v1.39.0 h1:8yPrr/S0ND9QEfTfdP9V+SiwT4E0G7Y5MO7p85nis48=
|
||||
go.opentelemetry.io/otel v1.39.0/go.mod h1:kLlFTywNWrFyEdH0oj2xK0bFYZtHRYUdv1NklR/tgc8=
|
||||
go.opentelemetry.io/otel/metric v1.39.0 h1:d1UzonvEZriVfpNKEVmHXbdf909uGTOQjA0HF0Ls5Q0=
|
||||
go.opentelemetry.io/otel/metric v1.39.0/go.mod h1:jrZSWL33sD7bBxg1xjrqyDjnuzTUB0x1nBERXd7Ftcs=
|
||||
go.opentelemetry.io/otel/sdk v1.39.0 h1:nMLYcjVsvdui1B/4FRkwjzoRVsMK8uL/cj0OyhKzt18=
|
||||
go.opentelemetry.io/otel/sdk v1.39.0/go.mod h1:vDojkC4/jsTJsE+kh+LXYQlbL8CgrEcwmt1ENZszdJE=
|
||||
go.opentelemetry.io/otel/sdk/metric v1.39.0 h1:cXMVVFVgsIf2YL6QkRF4Urbr/aMInf+2WKg+sEJTtB8=
|
||||
go.opentelemetry.io/otel/sdk/metric v1.39.0/go.mod h1:xq9HEVH7qeX69/JnwEfp6fVq5wosJsY1mt4lLfYdVew=
|
||||
go.opentelemetry.io/otel/trace v1.39.0 h1:2d2vfpEDmCJ5zVYz7ijaJdOF59xLomrvj7bjt6/qCJI=
|
||||
go.opentelemetry.io/otel/trace v1.39.0/go.mod h1:88w4/PnZSazkGzz/w84VHpQafiU4EtqqlVdxWy+rNOA=
|
||||
go.uber.org/goleak v1.3.0 h1:2K3zAYmnTNqV73imy9J1T3WC+gmCePx2hEGkimedGto=
|
||||
go.uber.org/goleak v1.3.0/go.mod h1:CoHD4mav9JJNrW/WLlf7HGZPjdw8EucARQHekz1X6bE=
|
||||
golang.org/x/crypto v0.47.0 h1:V6e3FRj+n4dbpw86FJ8Fv7XVOql7TEwpHapKoMJ/GO8=
|
||||
golang.org/x/crypto v0.47.0/go.mod h1:ff3Y9VzzKbwSSEzWqJsJVBnWmRwRSHt/6Op5n9bQc4A=
|
||||
golang.org/x/net v0.49.0 h1:eeHFmOGUTtaaPSGNmjBKpbng9MulQsJURQUAfUwY++o=
|
||||
golang.org/x/net v0.49.0/go.mod h1:/ysNB2EvaqvesRkuLAyjI1ycPZlQHM3q01F02UY/MV8=
|
||||
golang.org/x/oauth2 v0.34.0 h1:hqK/t4AKgbqWkdkcAeI8XLmbK+4m4G5YeQRrmiotGlw=
|
||||
golang.org/x/oauth2 v0.34.0/go.mod h1:lzm5WQJQwKZ3nwavOZ3IS5Aulzxi68dUSgRHujetwEA=
|
||||
golang.org/x/sync v0.19.0 h1:vV+1eWNmZ5geRlYjzm2adRgW2/mcpevXNg50YZtPCE4=
|
||||
golang.org/x/sync v0.19.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
|
||||
golang.org/x/sys v0.40.0 h1:DBZZqJ2Rkml6QMQsZywtnjnnGvHza6BTfYFWY9kjEWQ=
|
||||
golang.org/x/sys v0.40.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
|
||||
golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
|
||||
golang.org/x/text v0.33.0 h1:B3njUFyqtHDUI5jMn1YIr5B0IE2U0qck04r6d4KPAxE=
|
||||
golang.org/x/text v0.33.0/go.mod h1:LuMebE6+rBincTi9+xWTY8TztLzKHc/9C1uBCG27+q8=
|
||||
golang.org/x/time v0.14.0 h1:MRx4UaLrDotUKUdCIqzPC48t1Y9hANFKIRpNx+Te8PI=
|
||||
golang.org/x/time v0.14.0/go.mod h1:eL/Oa2bBBK0TkX57Fyni+NgnyQQN4LitPmob2Hjnqw4=
|
||||
golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
|
||||
gonum.org/v1/gonum v0.16.0 h1:5+ul4Swaf3ESvrOnidPp4GZbzf0mxVQpDCYUQE7OJfk=
|
||||
gonum.org/v1/gonum v0.16.0/go.mod h1:fef3am4MQ93R2HHpKnLk4/Tbh/s0+wqD5nfa6Pnwy4E=
|
||||
google.golang.org/adk v0.3.0 h1:gitgAKnET1F1+fFZc7VSAEo7cjK+D39mnRyqIRTzyzY=
|
||||
google.golang.org/adk v0.3.0/go.mod h1:iE1Kgc8JtYHiNxfdLa9dxcV4DqTn0D8q4eqhBi012Ak=
|
||||
google.golang.org/api v0.263.0 h1:UFs7qn8gInIdtk1ZA6eXRXp5JDAnS4x9VRsRVCeKdbk=
|
||||
google.golang.org/api v0.263.0/go.mod h1:fAU1xtNNisHgOF5JooAs8rRaTkl2rT3uaoNGo9NS3R8=
|
||||
google.golang.org/genai v1.43.0 h1:8vhqhzJNZu1U94e2m+KvDq/TUUjSmDrs1aKkvTa8SoM=
|
||||
google.golang.org/genai v1.43.0/go.mod h1:A3kkl0nyBjyFlNjgxIwKq70julKbIxpSxqKO5gw/gmk=
|
||||
google.golang.org/genproto v0.0.0-20251202230838-ff82c1b0f217 h1:GvESR9BIyHUahIb0NcTum6itIWtdoglGX+rnGxm2934=
|
||||
google.golang.org/genproto v0.0.0-20251202230838-ff82c1b0f217/go.mod h1:yJ2HH4EHEDTd3JiLmhds6NkJ17ITVYOdV3m3VKOnws0=
|
||||
google.golang.org/genproto/googleapis/api v0.0.0-20251202230838-ff82c1b0f217 h1:fCvbg86sFXwdrl5LgVcTEvNC+2txB5mgROGmRL5mrls=
|
||||
google.golang.org/genproto/googleapis/api v0.0.0-20251202230838-ff82c1b0f217/go.mod h1:+rXWjjaukWZun3mLfjmVnQi18E1AsFbDN9QdJ5YXLto=
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260122232226-8e98ce8d340d h1:xXzuihhT3gL/ntduUZwHECzAn57E8dA6l8SOtYWdD8Q=
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260122232226-8e98ce8d340d/go.mod h1:j9x/tPzZkyxcgEFkiKEEGxfvyumM01BEtsW8xzOahRQ=
|
||||
google.golang.org/grpc v1.78.0 h1:K1XZG/yGDJnzMdd/uZHAkVqJE+xIDOcmdSFZkBUicNc=
|
||||
google.golang.org/grpc v1.78.0/go.mod h1:I47qjTo4OKbMkjA/aOOwxDIiPSBofUtQUI5EfpWvW7U=
|
||||
google.golang.org/protobuf v1.36.11 h1:fV6ZwhNocDyBLK0dj+fg8ektcVegBBuEolpbTQyBNVE=
|
||||
google.golang.org/protobuf v1.36.11/go.mod h1:HTf+CrKn2C3g5S8VImy6tdcUvCska2kB7j23XfzDpco=
|
||||
gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
|
||||
gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
|
||||
rsc.io/omap v1.2.0 h1:c1M8jchnHbzmJALzGLclfH3xDWXrPxSUHXzH5C+8Kdw=
|
||||
rsc.io/omap v1.2.0/go.mod h1:C8pkI0AWexHopQtZX+qiUeJGzvc8HkdgnsWK4/mAa00=
|
||||
rsc.io/ordered v1.1.1 h1:1kZM6RkTmceJgsFH/8DLQvkCVEYomVDJfBRLT595Uak=
|
||||
rsc.io/ordered v1.1.1/go.mod h1:evAi8739bWVBRG9aaufsjVc202+6okf8u2QeVL84BCM=
|
||||
@@ -1,78 +0,0 @@
|
||||
// Copyright 2026 Google LLC
|
||||
//
|
||||
// Licensed under the Apache License, Version 2.0 (the "License");
|
||||
// you may not use this file except in compliance with the License.
|
||||
// You may obtain a copy of the License at
|
||||
//
|
||||
// http://www.apache.org/licenses/LICENSE-2.0
|
||||
//
|
||||
// Unless required by applicable law or agreed to in writing, software
|
||||
// distributed under the License is distributed on an "AS IS" BASIS,
|
||||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
// See the License for the specific language governing permissions and
|
||||
// limitations under the License.
|
||||
|
||||
package main
|
||||
|
||||
import (
|
||||
"bytes"
|
||||
"os"
|
||||
"os/exec"
|
||||
"path/filepath"
|
||||
"strings"
|
||||
"testing"
|
||||
)
|
||||
|
||||
func TestQuickstartSample(t *testing.T) {
|
||||
framework := os.Getenv("ORCH_NAME")
|
||||
if framework == "" {
|
||||
t.Skip("Skipping test: ORCH_NAME environment variable is not set.")
|
||||
}
|
||||
|
||||
t.Logf("--- Testing: %s ---", framework)
|
||||
|
||||
if os.Getenv("GOOGLE_API_KEY") == "" {
|
||||
t.Skipf("Skipping test for %s: GOOGLE_API_KEY environment variable is not set.", framework)
|
||||
}
|
||||
|
||||
sampleDir := filepath.Join(".", framework)
|
||||
if _, err := os.Stat(sampleDir); os.IsNotExist(err) {
|
||||
t.Fatalf("Test setup failed: directory for framework '%s' not found.", framework)
|
||||
}
|
||||
|
||||
cmd := exec.Command("go", "run", ".")
|
||||
cmd.Dir = sampleDir
|
||||
var stdout, stderr bytes.Buffer
|
||||
cmd.Stdout = &stdout
|
||||
cmd.Stderr = &stderr
|
||||
|
||||
err := cmd.Run()
|
||||
actualOutput := stdout.String()
|
||||
|
||||
if err != nil {
|
||||
t.Fatalf("Script execution failed with error: %v\n--- STDERR ---\n%s", err, stderr.String())
|
||||
}
|
||||
if len(actualOutput) == 0 {
|
||||
t.Fatal("Script ran successfully but produced no output.")
|
||||
}
|
||||
|
||||
goldenKeywords := []string{
|
||||
"AI:",
|
||||
"Loyalty Points",
|
||||
"POLICY CHECK: Intercepting 'update-hotel'",
|
||||
}
|
||||
|
||||
var missingKeywords []string
|
||||
outputLower := strings.ToLower(actualOutput)
|
||||
|
||||
for _, keyword := range goldenKeywords {
|
||||
kw := strings.TrimSpace(keyword)
|
||||
if kw != "" && !strings.Contains(outputLower, strings.ToLower(kw)) {
|
||||
missingKeywords = append(missingKeywords, kw)
|
||||
}
|
||||
}
|
||||
|
||||
if len(missingKeywords) > 0 {
|
||||
t.Fatalf("FAIL: The following keywords were missing from the output: [%s]", strings.Join(missingKeywords, ", "))
|
||||
}
|
||||
}
|
||||
@@ -16,14 +16,7 @@ This guide demonstrates how to implement these patterns in your Toolbox applicat
|
||||
|
||||
{{< tabpane persist=header >}}
|
||||
{{% tab header="ADK" text=true %}}
|
||||
The following example demonstrates how to use `ToolboxToolset` with ADK's pre and post processing hooks to implement pre and post processing for tool calls.
|
||||
|
||||
```py
|
||||
{{< include "python/adk/agent.py" >}}
|
||||
```
|
||||
You can also add model-level (`before_model_callback`, `after_model_callback`) and agent-level (`before_agent_callback`, `after_agent_callback`) hooks to intercept messages at different stages of the execution loop.
|
||||
|
||||
For more information, see the [ADK Callbacks documentation](https://google.github.io/adk-docs/callbacks/types-of-callbacks/).
|
||||
Coming soon.
|
||||
{{% /tab %}}
|
||||
{{% tab header="Langchain" text=true %}}
|
||||
The following example demonstrates how to use `ToolboxClient` with LangChain's middleware to implement pre- and post- processing for tool calls.
|
||||
|
||||
@@ -1,137 +0,0 @@
|
||||
import asyncio
|
||||
from datetime import datetime
|
||||
from typing import Any, Dict, Optional
|
||||
from copy import deepcopy
|
||||
|
||||
from google.adk import Agent
|
||||
from google.adk.apps import App
|
||||
from google.adk.runners import Runner
|
||||
from google.adk.sessions.in_memory_session_service import InMemorySessionService
|
||||
from google.adk.tools.tool_context import ToolContext
|
||||
from google.genai import types
|
||||
from toolbox_adk import CredentialStrategy, ToolboxToolset, ToolboxTool
|
||||
|
||||
SYSTEM_PROMPT = """
|
||||
You're a helpful hotel assistant. You handle hotel searching, booking and
|
||||
cancellations. When the user searches for a hotel, mention it's name, id,
|
||||
location and price tier. Always mention hotel ids while performing any
|
||||
searches. This is very important for any operations. For any bookings or
|
||||
cancellations, please provide the appropriate confirmation. Be sure to
|
||||
update checkin or checkout dates if mentioned by the user.
|
||||
Don't ask for confirmations from the user.
|
||||
"""
|
||||
|
||||
|
||||
# Pre processing
|
||||
async def enfore_business_rules(
|
||||
tool: ToolboxTool, args: Dict[str, Any], tool_context: ToolContext
|
||||
) -> Optional[Dict[str, Any]]:
|
||||
"""
|
||||
Callback fired before a tool is executed.
|
||||
Enforces business logic: Max stay duration is 14 days.
|
||||
"""
|
||||
tool_name = tool.name
|
||||
print(f"POLICY CHECK: Intercepting '{tool_name}'")
|
||||
|
||||
if tool_name == "update-hotel" and "checkin_date" in args and "checkout_date" in args:
|
||||
start = datetime.fromisoformat(args["checkin_date"])
|
||||
end = datetime.fromisoformat(args["checkout_date"])
|
||||
duration = (end - start).days
|
||||
|
||||
if duration > 14:
|
||||
print("BLOCKED: Stay too long")
|
||||
return {"result": "Error: Maximum stay duration is 14 days."}
|
||||
return None
|
||||
|
||||
|
||||
# Post processing
|
||||
async def enrich_response(
|
||||
tool: ToolboxTool,
|
||||
args: Dict[str, Any],
|
||||
tool_context: ToolContext,
|
||||
tool_response: Any,
|
||||
) -> Optional[Any]:
|
||||
"""
|
||||
Callback fired after a tool execution.
|
||||
Enriches response for successful bookings.
|
||||
"""
|
||||
if isinstance(tool_response, dict):
|
||||
result = tool_response.get("result", "")
|
||||
elif isinstance(tool_response, str):
|
||||
result = tool_response
|
||||
else:
|
||||
return None
|
||||
|
||||
tool_name = tool.name
|
||||
if isinstance(result, str) and "Error" not in result:
|
||||
if tool_name == "book-hotel":
|
||||
loyalty_bonus = 500
|
||||
enriched_result = f"Booking Confirmed!\n You earned {loyalty_bonus} Loyalty Points with this stay.\n\nSystem Details: {result}"
|
||||
|
||||
if isinstance(tool_response, dict):
|
||||
modified_response = deepcopy(tool_response)
|
||||
modified_response["result"] = enriched_result
|
||||
return modified_response
|
||||
else:
|
||||
return enriched_result
|
||||
return None
|
||||
|
||||
|
||||
async def run_chat_turn(
|
||||
runner: Runner, session_id: str, user_id: str, message_text: str
|
||||
):
|
||||
"""Executes a single chat turn and prints the interaction."""
|
||||
print(f"\nUSER: '{message_text}'")
|
||||
response_text = ""
|
||||
async for event in runner.run_async(
|
||||
user_id=user_id,
|
||||
session_id=session_id,
|
||||
new_message=types.Content(role="user", parts=[types.Part(text=message_text)]),
|
||||
):
|
||||
if event.content and event.content.parts:
|
||||
for part in event.content.parts:
|
||||
if part.text:
|
||||
response_text += part.text
|
||||
|
||||
print(f"AI: {response_text}")
|
||||
|
||||
|
||||
async def main():
|
||||
toolset = ToolboxToolset(
|
||||
server_url="http://127.0.0.1:5000",
|
||||
toolset_name="my-toolset",
|
||||
credentials=CredentialStrategy.toolbox_identity(),
|
||||
)
|
||||
tools = await toolset.get_tools()
|
||||
root_agent = Agent(
|
||||
name="root_agent",
|
||||
model="gemini-2.5-flash",
|
||||
instruction=SYSTEM_PROMPT,
|
||||
tools=tools,
|
||||
# add any pre and post processing callbacks
|
||||
before_tool_callback=enfore_business_rules,
|
||||
after_tool_callback=enrich_response,
|
||||
)
|
||||
app = App(root_agent=root_agent, name="my_agent")
|
||||
runner = Runner(app=app, session_service=InMemorySessionService())
|
||||
session_id = "test-session"
|
||||
user_id = "test-user"
|
||||
await runner.session_service.create_session(
|
||||
app_name=app.name, user_id=user_id, session_id=session_id
|
||||
)
|
||||
|
||||
# First turn: Successful booking
|
||||
await run_chat_turn(runner, session_id, user_id, "Book hotel with id 3.")
|
||||
print("-" * 50)
|
||||
# Second turn: Policy violation (stay > 14 days)
|
||||
await run_chat_turn(
|
||||
runner,
|
||||
session_id,
|
||||
user_id,
|
||||
"Book a hotel with id 5 with checkin date 2025-01-18 and checkout date 2025-02-10",
|
||||
)
|
||||
await toolset.close()
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
asyncio.run(main())
|
||||
@@ -1,3 +0,0 @@
|
||||
google-adk[toolbox]==1.23.0
|
||||
toolbox-adk==0.5.8
|
||||
google-genai==1.62.0
|
||||
Reference in New Issue
Block a user