From 0c598ec6917c4a4710feb90ca44fdc7249ac8673 Mon Sep 17 00:00:00 2001 From: Murat Eken Date: Tue, 26 May 2026 16:07:44 +0200 Subject: [PATCH 1/7] getting started... --- hacks/adk-ge/QL_OWNER | 3 + hacks/adk-ge/README.md | 232 ++++++++++++++++ hacks/adk-ge/artifacts/Makefile | 21 ++ hacks/adk-ge/artifacts/generate_data.sql | 276 +++++++++++++++++++ hacks/adk-ge/artifacts/main.tf | 83 ++++++ hacks/adk-ge/artifacts/outputs.tf | 16 ++ hacks/adk-ge/artifacts/providers.tf | 31 +++ hacks/adk-ge/artifacts/runtime.yaml | 15 + hacks/adk-ge/artifacts/variables.tf | 31 +++ hacks/adk-ge/images/.gitkeep | 0 hacks/adk-ge/images/ge-adk-arch.png | Bin 0 -> 140926 bytes hacks/adk-ge/qwiklabs.yaml | 92 +++++++ hacks/adk-ge/resources/Makefile | 21 ++ hacks/adk-ge/resources/generate_data.py | 38 +++ hacks/adk-ge/resources/template-lectures.pdf | Bin 0 -> 265644 bytes hacks/adk-ge/solutions.md | 104 +++++++ 16 files changed, 963 insertions(+) create mode 100644 hacks/adk-ge/QL_OWNER create mode 100644 hacks/adk-ge/README.md create mode 100644 hacks/adk-ge/artifacts/Makefile create mode 100644 hacks/adk-ge/artifacts/generate_data.sql create mode 100644 hacks/adk-ge/artifacts/main.tf create mode 100644 hacks/adk-ge/artifacts/outputs.tf create mode 100644 hacks/adk-ge/artifacts/providers.tf create mode 100644 hacks/adk-ge/artifacts/runtime.yaml create mode 100644 hacks/adk-ge/artifacts/variables.tf create mode 100644 hacks/adk-ge/images/.gitkeep create mode 100644 hacks/adk-ge/images/ge-adk-arch.png create mode 100644 hacks/adk-ge/qwiklabs.yaml create mode 100644 hacks/adk-ge/resources/Makefile create mode 100644 hacks/adk-ge/resources/generate_data.py create mode 100644 hacks/adk-ge/resources/template-lectures.pdf create mode 100644 hacks/adk-ge/solutions.md diff --git a/hacks/adk-ge/QL_OWNER b/hacks/adk-ge/QL_OWNER new file mode 100644 index 00000000..68724db2 --- /dev/null +++ b/hacks/adk-ge/QL_OWNER @@ -0,0 +1,3 @@ +meken@google.com +# Collaborators +ginof@google.com diff --git a/hacks/adk-ge/README.md b/hacks/adk-ge/README.md new file mode 100644 index 00000000..629f32aa --- /dev/null +++ b/hacks/adk-ge/README.md @@ -0,0 +1,232 @@ +# Gemini Enterprise with ADK + +## Introduction + +In this hack, you will take on the role of a developer helping Sara, a Product Owner at a retail bank. Sara needs to analyze numbers for a newly launched product, and she wants to use a conversational interface that can tap into the bank's data. You will build an end-to-end business solution using the Agent Development Kit (ADK) and Gemini Enterprise. + +![Architecture Overview](./images/ge-adk-arch.png) + +## Learning Objectives + +1. Set up and deploy an ADK agent to Agent Runtime on Google Cloud. +2. Integrate BigQuery with natural language querying capabilities. +3. Extend agent capabilities using MCP (Model Context Protocol) servers. +4. Integration with Gemini Enterprise app. +5. Implement A2UI for data visualization. + +## Challenges + +- Challenge 1: Getting Started with ADK + - Clone skeleton code, run it locally in Cloud Shell. +- Challenge 2: What's the date? + - Basic tools +- Challenge 3: Talking to BigQuery + - Integrate the BigQuery toolset to query banking data using natural language. +- Challagen 4: Agent Runtime + - Scalable Agent hosting platform +- Challenge 5: Knowledge Catalog Integration + - Connect an MCP server to provide the agent with metadata and knowledge. +- Challenge 6: Gemini Enterprise Integration + - Make the agent A2A compatible and register it as a custom agent in Gemini Enterprise. +- Challenge 7: Visualizing Data (A2UI) + - Generate and visualize charts directly in the chat interface. + +## Prerequisites + +- Access to a Google Cloud Project with the required APIs enabled. +- Cloud Shell environment. +- Familiarity with Python and basic SQL. + +## Challenge 1: Getting Started with ADK + +### Introduction + +The first step is to get familiar with the [ADK](https://adk.dev/) (Agent Development Kit) and the deployment process. You will start with a skeleton project and see how to run it in your local environment before moving it to the cloud. + +### Description + +We’ve already prepared a code base for you and put it in a Git repository (your coach will provide you the link). Clone that on Cloud Shell, create a virtual environment, activate it and install the Python dependencies from the `requirements.txt`. Configure the agent to use user credentials for local development through Agent Platform. + +Once everything is set up, run `adk web` and make sure that the agent responds back. + +### Success Criteria + +- The Git repository has been cloned to Cloud Shell. +- You get no errors when you greet the agent from the `adk web` UI. +- No code was modified. + +### Tips + +- The utility `adk web` is part of ADK CLI that gets installed when you install the dependencies in your virtual environment. +- Newer versions of the `adk web` feature require you to set the `--allow_origins` to `"*"` + +### Learning Resources + +- [Cloud Shell](https://cloud.google.com/shell/docs/launching-cloud-shell) +- [Cloud Shell Editor](https://cloud.google.com/shell/docs/launching-cloud-shell-editor) +- [Previewing web apps](https://cloud.google.com/shell/docs/using-web-preview) +- [Setting up authentication for ADK](https://adk.dev/agents/models/google-gemini/#google-cloud-agent-platform) +- [ADK CLI](https://adk.dev/api-reference/cli/#adk) + +## Challenge 2: What's the date? + +### Introduction + +Although LLMs by themselves are powerful, they're not omniscient nor omnipotent. They need additional capabilities to get access to real-time data and to execute actions. This is where *Tools* play a role, they provide a way for LLMs/agents to access external systems, databases, or APIs; basically augmenting the LLM's knowledge base and enabling it to perform more complex operations. + +### Description + +If we'd ask our agent the current date, it would emit a date from the past. In order for our agent to be informed, we'll introduce a new function tool that returns the current date. + +Create a new Python function `get_current_date` that returns the current date in `YYYY-MM-DD` format. Add a [docstring](https://peps.python.org/pep-0257/#one-line-docstrings) to that function explaining what it returns and in which format. Make that function available as a tool to the agent. + +Commit and push your changes to the Git repository when you're done. + +### Success Criteria + +- When you ask the agent what the current date is, it returns today's date (it's okay if the UI shows it formatted differently). +- All the changes are committed and pushed to the Git repository. + +### Learning Resources + +- [Example function tool in ADK](https://adk.dev/tools-custom/function-tools/#example) + +## Challenge 3: Talking to BigQuery + +### Introduction + +Our end user, Sara, needs to know how the new product is performing. Instead of writing SQL queries, she wants to ask questions in plain English. + +We need a tool that can execute SQL queries. Luckily ADK comes pre-packaged with a toolset that can interact with BigQuery. + +### Description + +Update your agent to include the `BigQueryToolset` and filter the tools to use **only** the `execute_sql` tool. + +Once the agent can run SQL queries successfully, commit and push your changes. + +### Success Criteria + +- Ask the agent: *How many accounts were created in the last 10 days not including today?*. This should result in 10 or 11 (data is randomly generated). +- All the changes are committed and pushed to the Git repository. + +### Tips + +- You should stick to the Application Default Credentials authentication method, we have provided some utility methods in `helpers.py`, you might want to have a look at that. + +### Learning Resources + +- [BigQuery Toolset in ADK](https://adk.dev/integrations/bigquery/) + +## Challenge 4: Agent Runtime + +### Introduction + +So far we have been running things locally, it's now time to move it to the cloud so it can be hosted in a scalable and a secure way. We'll use Agent Platform [Agent Runtime](https://docs.cloud.google.com/gemini-enterprise-agent-platform/build/runtime) for that. + +### Description + +Deploy your agent to Agent Runtime using the ADK CLI, make sure that the Agent Runtime uses Agent Identity. Grant the required permissions to the identity of the Agent so that it can read data from and run jobs on BigQuery. + +Once the agent can run SQL queries successfully on Agent Runtime (through the Playground section), commit and push your changes. + +### Success Criteria + +- Ask the agent on Agent Runtime: *How many customers joined last year?*. +- All the changes are committed and pushed to the Git repository. + +### Tips + +- Agent Runtime used to be called Agent Engine, some ADK CLI options still use that terminology +- If you need to redeploy your agent, provide the `--agent_engine_id` option so that it *replaces* your deployment (and doesn't create a new agent with a new identity) + +### Learning Resources + +- [Deploying with ADK CLI](https://adk.dev/api-reference/cli/#adk-deploy) +- [Agent Identity](https://docs.cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/agent-identity) + +## Challenge 5: Knowledge Catalog Integration + +### Introduction + +We have some cryptic abbreviations in our data. If we ask a follow up question to our agent, it would gladly make up terminology. However we want it to use our own Business Glossary. Typically this is done through [Knowledge Catalog](https://docs.cloud.google.com/dataplex/docs/introduction) on Google Cloud. And luckily again, we can access that as a tool. + +Google Cloud provides various MCP (Model Context Protocol) servers with various tools, one of them being the Knowledge Catalog that provides metadata about the data. + +### Description + +We have already created a Business Glossary in Knowledge Catalog. Integrate the Knowledge Catalog MCP server into your agent and verify that you can resolve abbreviations. If everything works fine locally, redeploy your agent to Agent Runtime. Don't forget to grant the required permissions to the identity of the Agent (to read from Knowledge Catalog and use MCP Tools). + +Once the agent can resolve abbreviations and run SQL queries successfully, commit and push your changes. + +### Tips + +- Keep in mind that this MCP server is a remote server available through Streamable HTTP. + +### Success Criteria + +- Ask the agent on Agent Runtime: "What's the adoption rate of Advantage Plus accounts in the last quarter?" and verify that the result is around ~20%. +- All the changes are committed and pushed to the Git repository. + +### Learning Resources + +- [MCP Toolset](https://adk.dev/tools-custom/mcp-tools) +- [Knowledge Catalog MCP](https://docs.cloud.google.com/dataplex/docs/use-remote-mcp) +- [Knowledge Catalog MCP Server reference](https://docs.cloud.google.com/dataplex/docs/reference/mcp) + +## Challenge 6: Gemini Enterprise Integration + +### Introduction + +Now that your agent is powerful, it's time to make it available where Sara works: Gemini Enterprise app. + +### Description + +First create a new Gemini Enterprise app instance and choose Google Managed Identity model. + +Import your agent into Gemini Enterprise app, and verify that the Agent is available and functional from Gemini Enterprise app. + +### Success Criteria + +- In the Gemini Enterprise app, ask the agent: "What are the available banking products?" and verify the response is: `TODO` + +### Learning Resources + +- Gemini Enterprise app import custom agent + +## Challenge 7: Visualizing Data (A2UI) + +### Introduction + +Numbers are great, but charts are better. Sara wants to see visual trends of the product's performance. Now, typically we’d have to build a custom UI or a dashboard to show various UI elements, but the [A2UI project](https://a2ui.org/) enables AI agents to generate rich, interactive user interfaces that render natively across web, mobile, and desktop, without executing arbitrary code. And Gemini Enterprise app has support for [basic UI components](https://a2ui-composer.ag-ui.com/basic-catalog) as well as charts. + +### Description + +In principle our agent could generate A2UI specs (the declarative model for a UI) if we prompted it properly. However, we’re going to keep things simple, and we’ll put the data in A2UI format ourselves using the ADK callback functionality. + +Update the agent instructions to return data in csv format surrounded with `` tags *only* when the user asks for a bar chart. Here's an example: + +```text + +category,amount +A, 5 +B, 20 +C, 35 +D, 15 + +``` + +We’ve already provided a callback function that can detect these blocks in the model response and replace them with A2UI components. Go ahead and make sure that this function is called after the model is run. + +Redeploy your agent and verify that charts are rendered correctly within the Gemini Enterprise app. + +Finally commit and push your changes. + +### Success Criteria + +- Ask the agent: "Generate a bar chart showing the number of customers for each account type." and verify that a bar chart is rendered in the interface. +- All the changes are committed and pushed to the Git repository. + +### Learning Resources + +- Callbacks diff --git a/hacks/adk-ge/artifacts/Makefile b/hacks/adk-ge/artifacts/Makefile new file mode 100644 index 00000000..ffe74786 --- /dev/null +++ b/hacks/adk-ge/artifacts/Makefile @@ -0,0 +1,21 @@ +# Copyright 2023 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 +# +# https://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. +TARGET=ghacks-setup.zip +OBJS=*.tf runtime.yaml *.sql + +$(TARGET): $(OBJS) + zip -r $(TARGET) $(OBJS) + +clean: + rm -f $(TARGET) diff --git a/hacks/adk-ge/artifacts/generate_data.sql b/hacks/adk-ge/artifacts/generate_data.sql new file mode 100644 index 00000000..9cf1037c --- /dev/null +++ b/hacks/adk-ge/artifacts/generate_data.sql @@ -0,0 +1,276 @@ +-- BigQuery SQL Script to generate mock retail banking data. + +-- Set up previous quarter start and end dates dynamically +DECLARE today DATE DEFAULT CURRENT_DATE(); +DECLARE prev_q_start DATE; +DECLARE prev_q_end DATE; + +SET prev_q_start = DATE_TRUNC(DATE_SUB(today, INTERVAL 3 MONTH), QUARTER); +SET prev_q_end = LAST_DAY(DATE_SUB(today, INTERVAL 3 MONTH), QUARTER); + +-- ========================================== +-- 1. Create and populate the CUSTOMERS table +-- ========================================== +CREATE OR REPLACE TABLE `retail_banking.customers` +OPTIONS( + description = "Retail banking customer profiles, containing demographic information and join dates." +) AS +WITH raw_data AS ( + SELECT + id AS customer_id, + -- Deterministic pseudorandom values using FARM_FINGERPRINT for reproducibility + ABS(MOD(FARM_FINGERPRINT(CAST(id AS STRING)), 100)) AS rand_pct, + ABS(MOD(FARM_FINGERPRINT(CONCAT(CAST(id AS STRING), '_age')), 100)) AS rand_age, + ABS(MOD(FARM_FINGERPRINT(CONCAT(CAST(id AS STRING), '_gender')), 100)) AS rand_gender, + ABS(MOD(FARM_FINGERPRINT(CONCAT(CAST(id AS STRING), '_region')), 4)) AS rand_region, + ABS(MOD(FARM_FINGERPRINT(CONCAT(CAST(id AS STRING), '_join')), 1621)) AS rand_join_days + FROM UNNEST(GENERATE_ARRAY(1, 1000)) AS id +), +customers_pre AS ( + SELECT + customer_id, + CASE + WHEN rand_pct < 40 THEN 18 + MOD(rand_age, 18) -- young: 18 to 35 + WHEN rand_pct < 80 THEN 36 + MOD(rand_age, 25) -- middle: 36 to 60 + ELSE 61 + MOD(rand_age, 25) -- senior: 61 to 85 + END AS age, + CASE + WHEN rand_gender < 48 THEN 'M' + WHEN rand_gender < 96 THEN 'F' + ELSE 'U' + END AS gender, + CASE rand_region + WHEN 0 THEN 'Amsterdam' + WHEN 1 THEN 'Utrecht' + WHEN 2 THEN 'Rotterdam' + ELSE 'Groningen' + END AS region, + -- Join date in last 5 years: today - (180 + rand_join_days) + DATE_SUB(today, INTERVAL (180 + rand_join_days) DAY) AS join_date + FROM raw_data +) +SELECT customer_id, age, gender, region, join_date FROM customers_pre; + + +-- ============================================== +-- 2. Create and populate the CORE_ACCOUNTS_V2 table +-- ============================================== +CREATE OR REPLACE TABLE `retail_banking.core_accounts_v2` +OPTIONS( + description = "Core deposit accounts representing products held by customers, with balances and statuses." +) AS + +-- PART 1: First 1000 accounts (one for each customer) +WITH part1_raw AS ( + SELECT + id AS account_id, + id AS customer_id, + ABS(MOD(FARM_FINGERPRINT(CONCAT(CAST(id AS STRING), '_actype')), 100)) AS rand_actype, + ABS(MOD(FARM_FINGERPRINT(CONCAT(CAST(id AS STRING), '_opendate')), 31)) AS rand_open_days, + ABS(MOD(FARM_FINGERPRINT(CONCAT(CAST(id AS STRING), '_balance')), 1000000)) / 1000000.0 AS rand_balance, + ABS(MOD(FARM_FINGERPRINT(CONCAT(CAST(id AS STRING), '_status')), 100)) AS rand_status, + ABS(MOD(FARM_FINGERPRINT(CONCAT(CAST(id AS STRING), '_last_txn')), 101)) AS rand_txn_days + FROM UNNEST(GENERATE_ARRAY(1, 1000)) AS id +), +part1 AS ( + SELECT + p.account_id, + p.customer_id, + c.join_date, + -- If customer joined in previous quarter, force AP. Else, AP (10%), BS (40%), SC (50%) + CASE + WHEN c.join_date BETWEEN prev_q_start AND prev_q_end THEN 'AP' + WHEN p.rand_actype < 10 THEN 'AP' + WHEN p.rand_actype < 50 THEN 'BS' + ELSE 'SC' + END AS account_type, + p.rand_open_days, + p.rand_balance, + p.rand_status, + p.rand_txn_days + FROM part1_raw p + JOIN `retail_banking.customers` c ON p.customer_id = c.customer_id +), +part1_processed AS ( + SELECT + account_id, + customer_id, + account_type, + -- open_date: join_date + rand_open_days + DATE_ADD(join_date, INTERVAL rand_open_days DAY) AS open_date, + -- balance: AP [5000, 150000], BS [100, 20000], SC [50, 10000] + ROUND( + CASE + WHEN account_type = 'AP' THEN 5000 + (150000 - 5000) * rand_balance + WHEN account_type = 'BS' THEN 100 + (20000 - 100) * rand_balance + ELSE 50 + (10000 - 50) * rand_balance + END, + 2 + ) AS balance, + CASE WHEN rand_status < 92 THEN 'Active' ELSE 'Closed' END AS status, + rand_txn_days + FROM part1 +), +part1_final AS ( + SELECT + account_id, + customer_id, + account_type, + CAST(balance AS FLOAT64) AS balance, + open_date, + status, + CASE + WHEN status = 'Active' THEN + LEAST(DATE_ADD(open_date, INTERVAL rand_txn_days DAY), today) + ELSE NULL + END AS last_transaction_date + FROM part1_processed +), + +-- PART 2: Remaining 500 accounts +part2_raw AS ( + SELECT + id AS account_id, + ABS(MOD(FARM_FINGERPRINT(CONCAT(CAST(id AS STRING), '_cust')), 1000)) + 1 AS customer_id, + ABS(MOD(FARM_FINGERPRINT(CONCAT(CAST(id AS STRING), '_actype')), 100)) AS rand_actype, + ABS(MOD(FARM_FINGERPRINT(CONCAT(CAST(id AS STRING), '_ap_pq')), 100)) AS rand_ap_pq, + ABS(MOD(FARM_FINGERPRINT(CONCAT(CAST(id AS STRING), '_pq_days')), DATE_DIFF(prev_q_end, prev_q_start, DAY) + 1)) AS rand_pq_days, + ABS(MOD(FARM_FINGERPRINT(CONCAT(CAST(id AS STRING), '_norm_days')), 501)) AS rand_norm_days, + ABS(MOD(FARM_FINGERPRINT(CONCAT(CAST(id AS STRING), '_future_cap')), 31)) AS rand_future_cap, + ABS(MOD(FARM_FINGERPRINT(CONCAT(CAST(id AS STRING), '_balance')), 1000000)) / 1000000.0 AS rand_balance, + ABS(MOD(FARM_FINGERPRINT(CONCAT(CAST(id AS STRING), '_status')), 100)) AS rand_status, + ABS(MOD(FARM_FINGERPRINT(CONCAT(CAST(id AS STRING), '_last_txn')), 101)) AS rand_txn_days + FROM UNNEST(GENERATE_ARRAY(1001, 1500)) AS id +), +part2 AS ( + SELECT + p.account_id, + p.customer_id, + c.join_date, + CASE + WHEN p.rand_actype < 40 THEN 'AP' + WHEN p.rand_actype < 70 THEN 'BS' + ELSE 'SC' + END AS account_type, + p.rand_ap_pq, + p.rand_pq_days, + p.rand_norm_days, + p.rand_future_cap, + p.rand_balance, + p.rand_status, + p.rand_txn_days + FROM part2_raw p + JOIN `retail_banking.customers` c ON p.customer_id = c.customer_id +), +part2_processed AS ( + SELECT + account_id, + customer_id, + account_type, + CASE + WHEN + (CASE + WHEN account_type = 'AP' AND rand_ap_pq < 60 THEN + DATE_ADD(prev_q_start, INTERVAL rand_pq_days DAY) + ELSE + DATE_ADD(join_date, INTERVAL rand_norm_days DAY) + END) > today + THEN + DATE_SUB(today, INTERVAL rand_future_cap DAY) + ELSE + (CASE + WHEN account_type = 'AP' AND rand_ap_pq < 60 THEN + DATE_ADD(prev_q_start, INTERVAL rand_pq_days DAY) + ELSE + DATE_ADD(join_date, INTERVAL rand_norm_days DAY) + END) + END AS open_date, + ROUND( + CASE + WHEN account_type = 'AP' THEN 5000 + (150000 - 5000) * rand_balance + WHEN account_type = 'BS' THEN 100 + (20000 - 100) * rand_balance + ELSE 50 + (10000 - 50) * rand_balance + END, + 2 + ) AS balance, + CASE WHEN rand_status < 90 THEN 'Active' ELSE 'Closed' END AS status, + rand_txn_days + FROM part2 +), +part2_final AS ( + SELECT + account_id, + customer_id, + account_type, + CAST(balance AS FLOAT64) AS balance, + open_date, + status, + CASE + WHEN status = 'Active' THEN + LEAST(DATE_ADD(open_date, INTERVAL rand_txn_days DAY), today) + ELSE NULL + END AS last_transaction_date + FROM part2_processed +), + +-- Combine both parts +combined AS ( + SELECT * FROM part1_final + UNION ALL + SELECT * FROM part2_final +) +SELECT + account_id, + customer_id, + account_type, + balance, + open_date, + status, + last_transaction_date +FROM combined +ORDER BY account_id; + + +-- ============================================================================== +-- 3. Set COLUMN descriptions for the created tables +-- ============================================================================== + +-- Column descriptions for CUSTOMERS table +ALTER TABLE `retail_banking.customers` + ALTER COLUMN customer_id SET OPTIONS(description="Unique identifier for the customer."); + +ALTER TABLE `retail_banking.customers` + ALTER COLUMN age SET OPTIONS(description="Customer age in years."); + +ALTER TABLE `retail_banking.customers` + ALTER COLUMN gender SET OPTIONS(description="Customer gender code (M = Male, F = Female, U = Unknown)."); + +ALTER TABLE `retail_banking.customers` + ALTER COLUMN region SET OPTIONS(description="Geographic region of the customer's branch location."); + +ALTER TABLE `retail_banking.customers` + ALTER COLUMN join_date SET OPTIONS(description="The date the customer joined the retail bank."); + + +-- Column descriptions for CORE_ACCOUNTS_V2 table +ALTER TABLE `retail_banking.core_accounts_v2` + ALTER COLUMN account_id SET OPTIONS(description="Unique identifier for the account."); + +ALTER TABLE `retail_banking.core_accounts_v2` + ALTER COLUMN customer_id SET OPTIONS(description="Foreign key referencing the customer who owns this account."); + +ALTER TABLE `retail_banking.core_accounts_v2` + ALTER COLUMN account_type SET OPTIONS(description="The account product type code."); + +ALTER TABLE `retail_banking.core_accounts_v2` + ALTER COLUMN balance SET OPTIONS(description="Current ledger balance of the account in EUR."); + +ALTER TABLE `retail_banking.core_accounts_v2` + ALTER COLUMN open_date SET OPTIONS(description="The date the account was officially opened."); + +ALTER TABLE `retail_banking.core_accounts_v2` + ALTER COLUMN status SET OPTIONS(description="The current status of the account (Active, Closed)."); + +ALTER TABLE `retail_banking.core_accounts_v2` + ALTER COLUMN last_transaction_date SET OPTIONS(description="The date of the last financial transaction on this account (NULL for closed or inactive accounts)."); + diff --git a/hacks/adk-ge/artifacts/main.tf b/hacks/adk-ge/artifacts/main.tf new file mode 100644 index 00000000..310172af --- /dev/null +++ b/hacks/adk-ge/artifacts/main.tf @@ -0,0 +1,83 @@ +# Copyright 2023 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 +# +# https://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. +resource "google_project_service" "default" { + project = var.gcp_project_id + for_each = toset([ + "cloudresourcemanager.googleapis.com", + "serviceusage.googleapis.com", + "iam.googleapis.com", + "storage.googleapis.com", + "compute.googleapis.com", + "sourcerepo.googleapis.com", + "bigquery.googleapis.com", + "agentregistry.googleapis.com", + "aiplatform.googleapis.com", + "apphub.googleapis.com", + "apptopology.googleapis.com", + "cloudapiregistry.googleapis.com", + "iamconnectors.googleapis.com", + "iap.googleapis.com", + "modelarmor.googleapis.com", + "networksecurity.googleapis.com", + "networkservices.googleapis.com", + "observability.googleapis.com", + "saasservicemgmt.googleapis.com", + "texttospeech.googleapis.com", + "geminidataanalytics.googleapis.com" + ]) + service = each.key + + disable_on_destroy = false +} + +# "roles/bigquery.dataViewer" BQ Toolset +# "roles/bigquery.user" BQ Toolset (Job User also fine) +# "roles/cloudaicompanion.user" x +# "roles/dataplex.catalogAdmin" MCP KC (Viewer also fine) +# "roles/geminidataanalytics.dataAgentStatelessUser" BQ Toolset ask_data_insights +# "roles/geminidataanalytics.dataAgentUser" BQ Toolset ask_data_insights +# "roles/mcp.toolUser" MCP KC + + +resource "google_bigquery_dataset" "retail_banking" { + dataset_id = "retail_banking" + friendly_name = "Retail Banking" + description = "Dataset containing retail banking customers and accounts data" + location = var.gcp_region + delete_contents_on_destroy = true + + depends_on = [google_project_service.default] +} + +resource "random_id" "job_suffix" { + byte_length = 8 + keepers = { + # Re-run the job when the SQL query content or dataset ID changes + sql_hash = sha256(file("${path.module}/generate_data.sql")) + dataset_id = google_bigquery_dataset.retail_banking.dataset_id + } +} + +resource "google_bigquery_job" "generate_data" { + job_id = "generate_data_${random_id.job_suffix.hex}" + location = var.gcp_region + + query { + query = file("${path.module}/generate_data.sql") + create_disposition = "" + write_disposition = "" + } + + depends_on = [google_bigquery_dataset.retail_banking] +} diff --git a/hacks/adk-ge/artifacts/outputs.tf b/hacks/adk-ge/artifacts/outputs.tf new file mode 100644 index 00000000..581dfddc --- /dev/null +++ b/hacks/adk-ge/artifacts/outputs.tf @@ -0,0 +1,16 @@ +# Copyright 2023 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 +# +# https://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. +output "project_id" { + value = var.gcp_project_id +} diff --git a/hacks/adk-ge/artifacts/providers.tf b/hacks/adk-ge/artifacts/providers.tf new file mode 100644 index 00000000..f095379a --- /dev/null +++ b/hacks/adk-ge/artifacts/providers.tf @@ -0,0 +1,31 @@ +# Copyright 2023 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 +# +# https://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. +terraform { + required_providers { + google = { + source = "hashicorp/google" + version = "~> 7.24.0" + } + random = { + source = "hashicorp/random" + version = ">= 3.0.0" + } + } +} + +provider "google" { + project = var.gcp_project_id + region = var.gcp_region + zone = var.gcp_zone +} diff --git a/hacks/adk-ge/artifacts/runtime.yaml b/hacks/adk-ge/artifacts/runtime.yaml new file mode 100644 index 00000000..5c8519a8 --- /dev/null +++ b/hacks/adk-ge/artifacts/runtime.yaml @@ -0,0 +1,15 @@ +# Copyright 2023 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 +# +# https://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. +runtime: terraform +version: 1.12.1 diff --git a/hacks/adk-ge/artifacts/variables.tf b/hacks/adk-ge/artifacts/variables.tf new file mode 100644 index 00000000..67fbf02a --- /dev/null +++ b/hacks/adk-ge/artifacts/variables.tf @@ -0,0 +1,31 @@ +# Copyright 2023 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 +# +# https://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. +variable "gcp_project_id" { + type = string + description = "The GCP project ID to create resources in." +} + +# Default value passed in +variable "gcp_region" { + type = string + description = "Region to create resources in." + default = "us-central1" +} + +# Default value passed in +variable "gcp_zone" { + type = string + description = "Zone to create resources in." + default = "us-central1-c" +} diff --git a/hacks/adk-ge/images/.gitkeep b/hacks/adk-ge/images/.gitkeep new file mode 100644 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zIs(g$zGhGy5RB6ELNH0{K#etfQVBmH2|O04SA2L0St79SLLMPvu@qtgO(+EN*p(6| zh6w6$L|ynpk&qXYj|zpjfWY{%aRRUnv4ny+l#TIOLU3Q%xWI?;|3#n!5ZLq6rQk91 U>y8gNRKXDnjLn-ldjlB%1x<$4TmS$7 literal 0 HcmV?d00001 diff --git a/hacks/adk-ge/solutions.md b/hacks/adk-ge/solutions.md new file mode 100644 index 00000000..8fb32fc6 --- /dev/null +++ b/hacks/adk-ge/solutions.md @@ -0,0 +1,104 @@ +# ADK with Gemini Enterprise - Coach's Guide + +## Introduction + +This guide provides the solutions for the ADK with Gemini Enterprise gHack. + +## Challenge 1: Getting Started with ADK + +### Notes & Guidance + +Participants should clone the repository. In a real scenario, this would be a Cloud Source Repository. + +```shell +git clone https://source.developers.google.com/p/$GOOGLE_CLOUD_PROJECT/r/ghacks-adk-banking +cd ghacks-adk-banking +``` + +To run locally: + +```shell +python3 -m venv .venv +source .venv/bin/activate +pip install google-adk +# Set up .env with GOOGLE_CLOUD_PROJECT, etc. +adk web app/agent.py +``` + +To deploy to Agent Runtime (Agent Platform): + +```shell +agents-cli deploy --target agent-runtime +``` + +## Challenge 2: Talking to BigQuery + +### Notes & Guidance + +Participants need to add the `BigQueryToolset` and filter it. + +**agent.py snippet:** + +```python +from google.adk.tools.bigquery import BigQueryToolset + +bq_toolset = BigQueryToolset( + project_id="YOUR_PROJECT_ID", + dataset_id="banking_data", + tool_filter=["execute_sql"] +) + +agent = Agent( + name="banking_agent", + instruction="You are a banking analyst. Query the banking_data.transactions table. Use ONLY the execute_sql tool.", + tools=[bq_toolset] +) +``` + +**Tip:** The Agent Identity (Service Account) needs `roles/bigquery.jobUser` and `roles/bigquery.dataViewer`. + +## Challenge 3: Knowledge Catalog Integration + +### Notes & Guidance + +Use `McpToolset` for the Knowledge Catalog. + +```python +from google.adk.tools.mcp_tool import McpToolset +from google.adk.tools.mcp_tool.mcp_session_manager import StdioConnectionParams +from mcp import StdioServerParameters + +knowledge_catalog = McpToolset( + connection_params=StdioConnectionParams( + server_params=StdioServerParameters( + command="gcloud", + args=["beta", "knowledge-catalog", "mcp-server"] # Example command + ) + ) +) +``` + +## Challenge 4: Gemini Enterprise Integration + +### Notes & Guidance + +Make the agent A2A compatible using `to_a2a`. + +```python +from google.adk.a2a.utils.agent_to_a2a import to_a2a +# In the entry point +to_a2a(root_agent, port=8080) +``` + +Then register in Gemini Enterprise console using the A2A endpoint. + +## Challenge 5: Visualizing Data (A2UI) + +### Notes & Guidance + +A2UI typically involves returning specific artifacts or using tools that generate UI components. In ADK, this can be done by yielding `Event(content=...)` with specific MIME types or using the `A2UI` library if available. + +```python +from google.adk.plugins.a2ui import A2UIPlugin +app = App(..., plugins=[A2UIPlugin()]) +``` From 8a2c84675ecca08e12678f4c084085742dc15e6c Mon Sep 17 00:00:00 2001 From: Murat Eken Date: Sun, 7 Jun 2026 17:13:33 +0200 Subject: [PATCH 2/7] removing KC and switching to MCP for BQ... --- hacks/adk-ge/README.md | 133 +++++++++----------- hacks/adk-ge/artifacts/generate_data.sql | 2 +- hacks/adk-ge/images/ge-adk-arch.png | Bin 140926 -> 117139 bytes hacks/adk-ge/solutions.md | 147 +++++++++++++++-------- 4 files changed, 153 insertions(+), 129 deletions(-) diff --git a/hacks/adk-ge/README.md b/hacks/adk-ge/README.md index 629f32aa..ca2c0b8e 100644 --- a/hacks/adk-ge/README.md +++ b/hacks/adk-ge/README.md @@ -2,34 +2,34 @@ ## Introduction -In this hack, you will take on the role of a developer helping Sara, a Product Owner at a retail bank. Sara needs to analyze numbers for a newly launched product, and she wants to use a conversational interface that can tap into the bank's data. You will build an end-to-end business solution using the Agent Development Kit (ADK) and Gemini Enterprise. +In this hack, you will step into the shoes of a developer tasked with building an agentic solution for Sara, a Product Owner at a retail bank. Sara needs to track and analyze performance metrics for a newly launched banking product. Instead of relying on static dashboards or waiting for manual database reports, she wants a conversational interface that can securely interact with live banking data in real-time. + +To solve this end-to-end business problem, you will leverage the *Agent Development Kit (ADK)* to build a custom AI agent, run and test it securely on Google Cloud's enterprise-grade infrastructure, and deliver it directly to Sara inside her existing *Gemini Enterprise* workspace. ![Architecture Overview](./images/ge-adk-arch.png) ## Learning Objectives -1. Set up and deploy an ADK agent to Agent Runtime on Google Cloud. -2. Integrate BigQuery with natural language querying capabilities. -3. Extend agent capabilities using MCP (Model Context Protocol) servers. -4. Integration with Gemini Enterprise app. -5. Implement A2UI for data visualization. +1. Set up and test an ADK agent locally. +2. Integrate BigQuery using a secure *MCP (Model Context Protocol) server* for natural language database querying. +3. Deploy and host agents securely in Google Cloud using *Agent Runtime* with managed Agent identities. +4. Integration with Gemini Enterprise app. +5. Implement A2UI for data visualization. ## Challenges -- Challenge 1: Getting Started with ADK - - Clone skeleton code, run it locally in Cloud Shell. +- Challenge 1: Getting Started with ADK + - Clone skeleton code, run it locally in Cloud Shell. - Challenge 2: What's the date? - - Basic tools -- Challenge 3: Talking to BigQuery - - Integrate the BigQuery toolset to query banking data using natural language. -- Challagen 4: Agent Runtime - - Scalable Agent hosting platform -- Challenge 5: Knowledge Catalog Integration - - Connect an MCP server to provide the agent with metadata and knowledge. -- Challenge 6: Gemini Enterprise Integration - - Make the agent A2A compatible and register it as a custom agent in Gemini Enterprise. -- Challenge 7: Visualizing Data (A2UI) - - Generate and visualize charts directly in the chat interface. + - Implement a basic custom function tool in Python to fetch the current date. +- Challenge 3: Talking to BigQuery + - Connect the Google-managed *BigQuery MCP Server* to query banking data using natural language. +- Challenge 4: Agent Runtime + - Deploy your agent to Agent Runtime and configure secure identity and access. +- Challenge 5: Gemini Enterprise Integration + - Make the agent A2A compatible and register it as a custom agent in the Gemini Enterprise app. +- Challenge 6: Visualizing Data (A2UI) + - Generate and visualize charts directly in the chat interface using native A2UI. ## Prerequisites @@ -41,11 +41,13 @@ In this hack, you will take on the role of a developer helping Sara, a Product O ### Introduction -The first step is to get familiar with the [ADK](https://adk.dev/) (Agent Development Kit) and the deployment process. You will start with a skeleton project and see how to run it in your local environment before moving it to the cloud. +Before building advanced features, you need to understand the foundation. The [Agent Development Kit (ADK)](https://adk.dev/) is an open-source framework designed to help developers build, test, and run production-ready AI agents. + +In this challenge, you will configure your local development environment by running an ADK agent inside Cloud Shell before we scale our architecture to the cloud. ### Description -We’ve already prepared a code base for you and put it in a Git repository (your coach will provide you the link). Clone that on Cloud Shell, create a virtual environment, activate it and install the Python dependencies from the `requirements.txt`. Configure the agent to use user credentials for local development through Agent Platform. +We've already prepared a code base for you and put it in a Git repository (your coach will provide you the link). Clone that on Cloud Shell, create a virtual environment, activate it and install the Python dependencies from the `requirements.txt`. Configure the agent to use *user credentials* for local development through Agent Platform (formerly known as Vertex AI). Once everything is set up, run `adk web` and make sure that the agent responds back. @@ -58,7 +60,7 @@ Once everything is set up, run `adk web` and make sure that the agent responds b ### Tips - The utility `adk web` is part of ADK CLI that gets installed when you install the dependencies in your virtual environment. -- Newer versions of the `adk web` feature require you to set the `--allow_origins` to `"*"` +- Newer versions of the `adk web` feature require you to set the `--allow_origins` to `"*"` to prevent CORS errors. ### Learning Resources @@ -72,11 +74,13 @@ Once everything is set up, run `adk web` and make sure that the agent responds b ### Introduction -Although LLMs by themselves are powerful, they're not omniscient nor omnipotent. They need additional capabilities to get access to real-time data and to execute actions. This is where *Tools* play a role, they provide a way for LLMs/agents to access external systems, databases, or APIs; basically augmenting the LLM's knowledge base and enabling it to perform more complex operations. +Large Language Models (LLMs) are incredibly capable, but they are limited to the data they were trained on, meaning they don't have access to real-time information or the ability to execute actions in the physical world. To overcome this, agents use *Tools*. + +Tools are basically external interfaces (functions, APIs, or scripts) that the agent can choose to invoke dynamically when it needs real-time context. To see this in action, you will write a custom Python function to supply the current date, allowing the agent to handle references such as last month, last quarter based on current date. ### Description -If we'd ask our agent the current date, it would emit a date from the past. In order for our agent to be informed, we'll introduce a new function tool that returns the current date. +If our users would ask our agent the current date, it would emit a date from the past. In order for our agent to be informed, we'll introduce a new *function tool* that returns the current date. Create a new Python function `get_current_date` that returns the current date in `YYYY-MM-DD` format. Add a [docstring](https://peps.python.org/pep-0257/#one-line-docstrings) to that function explaining what it returns and in which format. Make that function available as a tool to the agent. @@ -95,38 +99,40 @@ Commit and push your changes to the Git repository when you're done. ### Introduction -Our end user, Sara, needs to know how the new product is performing. Instead of writing SQL queries, she wants to ask questions in plain English. +Sara's goal is to analyze how the new banking product is performing, which requires querying a secure corporate database. Since she is a product owner, not a database administrator, she wants to converse with her data in plain, natural English. -We need a tool that can execute SQL queries. Luckily ADK comes pre-packaged with a toolset that can interact with BigQuery. +Writing custom code to map user queries to database schemas can be incredibly tedious. Instead, you will use the *Model Context Protocol (MCP)*, an open-standard protocol that securely connects LLMs to external data sources. By integrating the Google-managed *BigQuery MCP Server* into your agent, you will empower the LLM to inspect tables, structure SQL queries, and fetch results automatically, all while adhering to security best practices. ### Description -Update your agent to include the `BigQueryToolset` and filter the tools to use **only** the `execute_sql` tool. - -Once the agent can run SQL queries successfully, commit and push your changes. +Integrate the *BigQuery MCP Server* into your ADK agent. Once the agent is equipped with the BigQuery MCP tools, and can run SQL queries successfully, commit and push your changes. ### Success Criteria -- Ask the agent: *How many accounts were created in the last 10 days not including today?*. This should result in 10 or 11 (data is randomly generated). +- Ask the agent: *How many accounts were created in the last 10 days not including today?*. This should successfully retrieve the result from BigQuery (around 10 or 11, as data is randomly generated). +- Verify the agent utilizes the MCP tools to inspect and query the database under the hood. - All the changes are committed and pushed to the Git repository. ### Tips -- You should stick to the Application Default Credentials authentication method, we have provided some utility methods in `helpers.py`, you might want to have a look at that. +- Keep in mind that this MCP server is a remote server available through Streamable HTTP. ### Learning Resources -- [BigQuery Toolset in ADK](https://adk.dev/integrations/bigquery/) +- [MCP Toolset in ADK](https://adk.dev/tools-custom/mcp-tools) +- [BigQuery MCP Server Reference](https://docs.cloud.google.com/bigquery/docs/reference/mcp) ## Challenge 4: Agent Runtime ### Introduction -So far we have been running things locally, it's now time to move it to the cloud so it can be hosted in a scalable and a secure way. We'll use Agent Platform [Agent Runtime](https://docs.cloud.google.com/gemini-enterprise-agent-platform/build/runtime) for that. +Running agents locally with personal user credentials is great for prototyping, but enterprise-grade business applications require a secure, reliable, and scalable hosting environment. + +In this challenge, you will move your agent off your local machine and deploy it to Google Cloud's *Agent Runtime* (part of the Gemini Enterprise Agent Platform). You will configure a dedicated *Agent Identity*, a managed principal, and grant it the precise, minimum IAM permissions required to access BigQuery. This ensures your agent runs securely under its own cloud identity without exposing personal user credentials. ### Description -Deploy your agent to Agent Runtime using the ADK CLI, make sure that the Agent Runtime uses Agent Identity. Grant the required permissions to the identity of the Agent so that it can read data from and run jobs on BigQuery. +Deploy your agent to Agent Runtime using the ADK CLI, make sure that the Agent Runtime uses Agent Identity. Grant the required permissions to the identity of the Agent so that it can read data from and run jobs on BigQuery, and can use the BigQuery MCP tools. Once the agent can run SQL queries successfully on Agent Runtime (through the Playground section), commit and push your changes. @@ -145,40 +151,11 @@ Once the agent can run SQL queries successfully on Agent Runtime (through the Pl - [Deploying with ADK CLI](https://adk.dev/api-reference/cli/#adk-deploy) - [Agent Identity](https://docs.cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/agent-identity) -## Challenge 5: Knowledge Catalog Integration +## Challenge 5: Gemini Enterprise Integration ### Introduction -We have some cryptic abbreviations in our data. If we ask a follow up question to our agent, it would gladly make up terminology. However we want it to use our own Business Glossary. Typically this is done through [Knowledge Catalog](https://docs.cloud.google.com/dataplex/docs/introduction) on Google Cloud. And luckily again, we can access that as a tool. - -Google Cloud provides various MCP (Model Context Protocol) servers with various tools, one of them being the Knowledge Catalog that provides metadata about the data. - -### Description - -We have already created a Business Glossary in Knowledge Catalog. Integrate the Knowledge Catalog MCP server into your agent and verify that you can resolve abbreviations. If everything works fine locally, redeploy your agent to Agent Runtime. Don't forget to grant the required permissions to the identity of the Agent (to read from Knowledge Catalog and use MCP Tools). - -Once the agent can resolve abbreviations and run SQL queries successfully, commit and push your changes. - -### Tips - -- Keep in mind that this MCP server is a remote server available through Streamable HTTP. - -### Success Criteria - -- Ask the agent on Agent Runtime: "What's the adoption rate of Advantage Plus accounts in the last quarter?" and verify that the result is around ~20%. -- All the changes are committed and pushed to the Git repository. - -### Learning Resources - -- [MCP Toolset](https://adk.dev/tools-custom/mcp-tools) -- [Knowledge Catalog MCP](https://docs.cloud.google.com/dataplex/docs/use-remote-mcp) -- [Knowledge Catalog MCP Server reference](https://docs.cloud.google.com/dataplex/docs/reference/mcp) - -## Challenge 6: Gemini Enterprise Integration - -### Introduction - -Now that your agent is powerful, it's time to make it available where Sara works: Gemini Enterprise app. +A powerful agent is only useful if business users can easily access it. Instead of forcing Sara to open a terminal or use a developer-focused console, we want to deliver this agent directly into the communication hub she uses every day: the *Gemini Enterprise* app. ### Description @@ -188,35 +165,39 @@ Import your agent into Gemini Enterprise app, and verify that the Agent is avail ### Success Criteria -- In the Gemini Enterprise app, ask the agent: "What are the available banking products?" and verify the response is: `TODO` +- In the Gemini Enterprise app, ask the agent: "What are the available banking products?" and verify the response list. +- Verify that the agent successfully interacts with Sara. ### Learning Resources -- Gemini Enterprise app import custom agent +- [Creating a Gemini Enterprise app](https://docs.cloud.google.com/gemini/enterprise/docs/create-app) +- [Registering a custom agent in Gemini Enterprise app](https://docs.cloud.google.com/gemini/enterprise/docs/register-and-manage-an-adk-agent) -## Challenge 7: Visualizing Data (A2UI) +## Challenge 6: Visualizing Data (A2UI) ### Introduction -Numbers are great, but charts are better. Sara wants to see visual trends of the product's performance. Now, typically we’d have to build a custom UI or a dashboard to show various UI elements, but the [A2UI project](https://a2ui.org/) enables AI agents to generate rich, interactive user interfaces that render natively across web, mobile, and desktop, without executing arbitrary code. And Gemini Enterprise app has support for [basic UI components](https://a2ui-composer.ag-ui.com/basic-catalog) as well as charts. +While reading numbers or CSV tables in a chat window is helpful, business trends are best understood visually. Sara wants to see product performance represented in clean, interactive charts. + +Traditionally, displaying visualizations from a chat agent required building bespoke web applications or executing unsafe client-side scripts. The *Agent-to-User Interface (A2UI)* project solves this by defining an open, secure, and declarative standard for rendering native interface components. ### Description -In principle our agent could generate A2UI specs (the declarative model for a UI) if we prompted it properly. However, we’re going to keep things simple, and we’ll put the data in A2UI format ourselves using the ADK callback functionality. +In principle our agent could generate A2UI specs (the declarative model for a UI) if we prompted it properly. However, we're going to keep things simple, and we'll put the data in A2UI format ourselves using the ADK callback functionality. -Update the agent instructions to return data in csv format surrounded with `` tags *only* when the user asks for a bar chart. Here's an example: +Update the agent instructions to return data in csv format surrounded with `` tags *only* when the user asks for a bar chart. Here's an example: -```text - +```text + category,amount A, 5 B, 20 C, 35 D, 15 - + ``` -We’ve already provided a callback function that can detect these blocks in the model response and replace them with A2UI components. Go ahead and make sure that this function is called after the model is run. +We've already provided a function that can detect these blocks in the model response and replace them with A2UI components. Go ahead and make sure that this function is called after the model is run. Redeploy your agent and verify that charts are rendered correctly within the Gemini Enterprise app. @@ -229,4 +210,4 @@ Finally commit and push your changes. ### Learning Resources -- Callbacks +- [ADK Callbacks](https://adk.dev/callbacks/) diff --git a/hacks/adk-ge/artifacts/generate_data.sql b/hacks/adk-ge/artifacts/generate_data.sql index 9cf1037c..1377629a 100644 --- a/hacks/adk-ge/artifacts/generate_data.sql +++ b/hacks/adk-ge/artifacts/generate_data.sql @@ -260,7 +260,7 @@ ALTER TABLE `retail_banking.core_accounts_v2` ALTER COLUMN customer_id SET OPTIONS(description="Foreign key referencing the customer who owns this account."); ALTER TABLE `retail_banking.core_accounts_v2` - ALTER COLUMN account_type SET OPTIONS(description="The account product type code."); + ALTER COLUMN account_type SET OPTIONS(description="The account product type code (AP = Advantage Plus, BS = Basic Savings, SC = Standard Checking)."); ALTER TABLE `retail_banking.core_accounts_v2` ALTER COLUMN balance SET 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a banking analyst. Query the banking_data.transactions table. Use ONLY the execute_sql tool.", - tools=[bq_toolset] + +root_agent = Agent( + model=helpers.MODEL, + name="root_agent", + description="A helpful assistant for Retail Bank performance related questions.", + instruction=f""" + You are an expert Retail Banking Data Analyst and answer questions by grounding them in data. + Use project {helpers.PROJECT_ID} and dataset {helpers.DATASET_ID} as your context. + """, + tools=[get_current_date] ) ``` -**Tip:** The Agent Identity (Service Account) needs `roles/bigquery.jobUser` and `roles/bigquery.dataViewer`. - -## Challenge 3: Knowledge Catalog Integration +## Challenge 3: Talking to BigQuery ### Notes & Guidance -Use `McpToolset` for the Knowledge Catalog. +Instead of the built-in `BigQueryToolset`, participants will use the *BigQuery MCP Server* through ADK's `McpToolset`. ```python from google.adk.tools.mcp_tool import McpToolset -from google.adk.tools.mcp_tool.mcp_session_manager import StdioConnectionParams -from mcp import StdioServerParameters - -knowledge_catalog = McpToolset( - connection_params=StdioConnectionParams( - server_params=StdioServerParameters( - command="gcloud", - args=["beta", "knowledge-catalog", "mcp-server"] # Example command - ) - ) +from google.adk.tools.mcp_tool import StreamableHTTPConnectionParams + + +mcp_toolset = McpToolset( + connection_params=StreamableHTTPConnectionParams( + url="https://bigquery.googleapis.com/mcp" + ), + header_provider=helpers.get_auth_headers +) + + +root_agent = Agent( + model=helpers.MODEL, + name="root_agent", + description="A helpful assistant for Retail Bank performance related questions.", + instruction=f""" + You are an expert Retail Banking Data Analyst and answer questions by grounding them in data. + Use project {helpers.PROJECT_ID} and dataset {helpers.DATASET_ID} as your context. + """, + tools=[get_current_date, mcp_toolset] ) ``` -## Challenge 4: Gemini Enterprise Integration +## Challenge 4: Agent Runtime + +### Notes & Guidance + +To deploy to Agent Runtime (Agent Platform): + +```shell +adk deploy agent_engine --agent_engine_id="..." retail_bank_agent +``` + +TODO permissions + +## Challenge 5: Gemini Enterprise Integration ### Notes & Guidance @@ -86,19 +116,32 @@ Make the agent A2A compatible using `to_a2a`. ```python from google.adk.a2a.utils.agent_to_a2a import to_a2a -# In the entry point -to_a2a(root_agent, port=8080) + +# In the entry point of the server +to_a2a(root_agent) ``` -Then register in Gemini Enterprise console using the A2A endpoint. +Register the agent in the Gemini Enterprise console using the deployed A2A endpoint. -## Challenge 5: Visualizing Data (A2UI) +## Challenge 6: Visualizing Data (A2UI) ### Notes & Guidance -A2UI typically involves returning specific artifacts or using tools that generate UI components. In ADK, this can be done by yielding `Event(content=...)` with specific MIME types or using the `A2UI` library if available. +Since we've already provided most of the functionality in a function, all you have to do is to use the correct callback configuration, which is in this case `after_model_callback`. In addition we'll have to instruct the agent to generate the data in the right format so that it gets detected/parsed properly. ```python -from google.adk.plugins.a2ui import A2UIPlugin -app = App(..., plugins=[A2UIPlugin()]) +root_agent = Agent( + model=helpers.MODEL, + name="root_agent", + description="A helpful assistant for Retail Bank performance related questions.", + instruction=f""" + You are an expert Retail Banking Data Analyst and answer questions by grounding them in data. + Use project {helpers.PROJECT_ID} and dataset {helpers.DATASET_ID} as your context. + If and only if the user requests a bar chart, return the answer in csv format surrounded with + and . Include the names of the columns as a header in the csv. + + """, + tools=[mcp_toolset], + after_model_callback=helpers.convert_to_a2ui +) ``` From e677340af508dcc45ece5675076693766cb7d43f Mon Sep 17 00:00:00 2001 From: Murat Eken Date: Tue, 9 Jun 2026 12:02:36 +0200 Subject: [PATCH 3/7] updated the TF, verified things on QL and improved success criteria & solutions... --- hacks/adk-ge/README.md | 43 ++++++--- hacks/adk-ge/artifacts/Makefile | 4 +- hacks/adk-ge/artifacts/generate_data.sql | 32 +++---- hacks/adk-ge/artifacts/main.tf | 114 +++++++++++++++++++++-- hacks/adk-ge/artifacts/outputs.tf | 7 +- hacks/adk-ge/artifacts/providers.tf | 2 +- hacks/adk-ge/artifacts/runtime.yaml | 2 +- hacks/adk-ge/artifacts/setup.tftpl | 22 +++++ hacks/adk-ge/artifacts/variables.tf | 9 +- hacks/adk-ge/qwiklabs.yaml | 3 +- hacks/adk-ge/solutions.md | 63 ++++++++++--- 11 files changed, 240 insertions(+), 61 deletions(-) create mode 100644 hacks/adk-ge/artifacts/setup.tftpl diff --git a/hacks/adk-ge/README.md b/hacks/adk-ge/README.md index ca2c0b8e..b35fc10e 100644 --- a/hacks/adk-ge/README.md +++ b/hacks/adk-ge/README.md @@ -88,9 +88,13 @@ Commit and push your changes to the Git repository when you're done. ### Success Criteria -- When you ask the agent what the current date is, it returns today's date (it's okay if the UI shows it formatted differently). +- When you ask the agent what the current date is, it returns today's date (it's okay if the UI shows it formatted differently, but the tool output should be the correct format). - All the changes are committed and pushed to the Git repository. +### Tips + +- The ADK web UI lets you inspect every step, you can hover over the steps and see the details. + ### Learning Resources - [Example function tool in ADK](https://adk.dev/tools-custom/function-tools/#example) @@ -99,9 +103,13 @@ Commit and push your changes to the Git repository when you're done. ### Introduction -Sara's goal is to analyze how the new banking product is performing, which requires querying a secure corporate database. Since she is a product owner, not a database administrator, she wants to converse with her data in plain, natural English. +Sara's goal is to analyze how the new banking product is performing, which requires querying a secure corporate data store. Since she is a product owner, not a database administrator, she wants to converse with her data in plain, natural English. -Writing custom code to map user queries to database schemas can be incredibly tedious. Instead, you will use the *Model Context Protocol (MCP)*, an open-standard protocol that securely connects LLMs to external data sources. By integrating the Google-managed *BigQuery MCP Server* into your agent, you will empower the LLM to inspect tables, structure SQL queries, and fetch results automatically, all while adhering to security best practices. +Writing custom code to map user queries to database schemas can be incredibly tedious. Instead, we'll let our model generate the SQL queries and use a tool to access the underlying data source and run queries. + +We could build our own tool, but there's also a plethora of tools available built by others. This is where the *Model Context Protocol (MCP)* plays a role; it offers a standardized method for agents to comprehend and engage with the functionalities of external tools and services developed by others. + +For this challenge we'll use the the Google-managed *BigQuery MCP Server* to acess the data source. ### Description @@ -109,7 +117,7 @@ Integrate the *BigQuery MCP Server* into your ADK agent. Once the agent is equip ### Success Criteria -- Ask the agent: *How many accounts were created in the last 10 days not including today?*. This should successfully retrieve the result from BigQuery (around 10 or 11, as data is randomly generated). +- Ask the agent: *How many accounts were created in the last quarter?*. This should successfully retrieve the result from BigQuery (around 150, exact numbers might be different to randomly generated data). - Verify the agent utilizes the MCP tools to inspect and query the database under the hood. - All the changes are committed and pushed to the Git repository. @@ -132,24 +140,26 @@ In this challenge, you will move your agent off your local machine and deploy it ### Description -Deploy your agent to Agent Runtime using the ADK CLI, make sure that the Agent Runtime uses Agent Identity. Grant the required permissions to the identity of the Agent so that it can read data from and run jobs on BigQuery, and can use the BigQuery MCP tools. +Deploy your agent to Agent Runtime, using the ADK CLI. Make sure that the Agent Runtime uses Agent Identity. Grant the required permissions to the identity of the Agent so that it can read data from and run jobs on BigQuery, and can use the BigQuery MCP tools. -Once the agent can run SQL queries successfully on Agent Runtime (through the Playground section), commit and push your changes. +Once the agent on Agent Runtime can successfully answer questions that require accessing BigQuery, commit and push your changes. ### Success Criteria -- Ask the agent on Agent Runtime: *How many customers joined last year?*. +- Ask the agent on Agent Runtime: *How many customers do we have in total?*. This should run a query on the `customers` table and return `1000`. - All the changes are committed and pushed to the Git repository. ### Tips - Agent Runtime used to be called Agent Engine, some ADK CLI options still use that terminology - If you need to redeploy your agent, provide the `--agent_engine_id` option so that it *replaces* your deployment (and doesn't create a new agent with a new identity) +- You can use the *Playground* section in Agent Runtime interface to have a similar experience as locally testing through ADK web UI. +- Easiest option to configure the Agent Identity is to through the agent config file `.agent_engine_config.json`. ### Learning Resources - [Deploying with ADK CLI](https://adk.dev/api-reference/cli/#adk-deploy) -- [Agent Identity](https://docs.cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/agent-identity) +- [Creating an Agent with Agent Identity](https://docs.cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/agent-identity#create-agent-identity) ## Challenge 5: Gemini Enterprise Integration @@ -159,14 +169,17 @@ A powerful agent is only useful if business users can easily access it. Instead ### Description -First create a new Gemini Enterprise app instance and choose Google Managed Identity model. +First create a new Gemini Enterprise app instance (use the 30-day trial option) and choose Google Identity model. -Import your agent into Gemini Enterprise app, and verify that the Agent is available and functional from Gemini Enterprise app. +Add our agent to the Gemini Enterprise app, and verify that the agent is available and functional from Gemini Enterprise app. ### Success Criteria -- In the Gemini Enterprise app, ask the agent: "What are the available banking products?" and verify the response list. -- Verify that the agent successfully interacts with Sara. +- In the Gemini Enterprise app, ask the agent: "What was the adoption rate of Advantage Plus accounts last quarter?" and verify that the agent returns something like `90%` (exact numbers might vary due to random data). + +### Tips + +- You can see all the sessions and their details in Agent Runtime UI under the *Sessions* section, including the ones started from Gemini Enterprise app. ### Learning Resources @@ -199,10 +212,14 @@ D, 15 We've already provided a function that can detect these blocks in the model response and replace them with A2UI components. Go ahead and make sure that this function is called after the model is run. -Redeploy your agent and verify that charts are rendered correctly within the Gemini Enterprise app. +Verify that a bar chart is generated on the Gemini Enterprise app when the user request a bar chart. Finally commit and push your changes. +### Tips + +- If you update your existing deployment, Gemini Enterprise app will use the latest version of your agent. But if you create another deployment, you'll need to grant the required roles to run queries as you'll have a new Agent Identity and you'll have to add the new Agent to the Gemini Enterprise app. + ### Success Criteria - Ask the agent: "Generate a bar chart showing the number of customers for each account type." and verify that a bar chart is rendered in the interface. diff --git a/hacks/adk-ge/artifacts/Makefile b/hacks/adk-ge/artifacts/Makefile index ffe74786..60ef7134 100644 --- a/hacks/adk-ge/artifacts/Makefile +++ b/hacks/adk-ge/artifacts/Makefile @@ -1,4 +1,4 @@ -# Copyright 2023 Google LLC +# 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. @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. TARGET=ghacks-setup.zip -OBJS=*.tf runtime.yaml *.sql +OBJS=*.tf runtime.yaml *.tftpl *.sql $(TARGET): $(OBJS) zip -r $(TARGET) $(OBJS) diff --git a/hacks/adk-ge/artifacts/generate_data.sql b/hacks/adk-ge/artifacts/generate_data.sql index 1377629a..09d9aa96 100644 --- a/hacks/adk-ge/artifacts/generate_data.sql +++ b/hacks/adk-ge/artifacts/generate_data.sql @@ -11,7 +11,7 @@ SET prev_q_end = LAST_DAY(DATE_SUB(today, INTERVAL 3 MONTH), QUARTER); -- ========================================== -- 1. Create and populate the CUSTOMERS table -- ========================================== -CREATE OR REPLACE TABLE `retail_banking.customers` +CREATE OR REPLACE TABLE `${dataset_id}.customers` OPTIONS( description = "Retail banking customer profiles, containing demographic information and join dates." ) AS @@ -55,7 +55,7 @@ SELECT customer_id, age, gender, region, join_date FROM customers_pre; -- ============================================== -- 2. Create and populate the CORE_ACCOUNTS_V2 table -- ============================================== -CREATE OR REPLACE TABLE `retail_banking.core_accounts_v2` +CREATE OR REPLACE TABLE `${dataset_id}.core_accounts_v2` OPTIONS( description = "Core deposit accounts representing products held by customers, with balances and statuses." ) AS @@ -89,7 +89,7 @@ part1 AS ( p.rand_status, p.rand_txn_days FROM part1_raw p - JOIN `retail_banking.customers` c ON p.customer_id = c.customer_id + JOIN `${dataset_id}.customers` c ON p.customer_id = c.customer_id ), part1_processed AS ( SELECT @@ -160,7 +160,7 @@ part2 AS ( p.rand_status, p.rand_txn_days FROM part2_raw p - JOIN `retail_banking.customers` c ON p.customer_id = c.customer_id + JOIN `${dataset_id}.customers` c ON p.customer_id = c.customer_id ), part2_processed AS ( SELECT @@ -236,41 +236,41 @@ ORDER BY account_id; -- ============================================================================== -- Column descriptions for CUSTOMERS table -ALTER TABLE `retail_banking.customers` +ALTER TABLE `${dataset_id}.customers` ALTER COLUMN customer_id SET OPTIONS(description="Unique identifier for the customer."); -ALTER TABLE `retail_banking.customers` +ALTER TABLE `${dataset_id}.customers` ALTER COLUMN age SET OPTIONS(description="Customer age in years."); -ALTER TABLE `retail_banking.customers` +ALTER TABLE `${dataset_id}.customers` ALTER COLUMN gender SET OPTIONS(description="Customer gender code (M = Male, F = Female, U = Unknown)."); -ALTER TABLE `retail_banking.customers` +ALTER TABLE `${dataset_id}.customers` ALTER COLUMN region SET OPTIONS(description="Geographic region of the customer's branch location."); -ALTER TABLE `retail_banking.customers` +ALTER TABLE `${dataset_id}.customers` ALTER COLUMN join_date SET OPTIONS(description="The date the customer joined the retail bank."); -- Column descriptions for CORE_ACCOUNTS_V2 table -ALTER TABLE `retail_banking.core_accounts_v2` +ALTER TABLE `${dataset_id}.core_accounts_v2` ALTER COLUMN account_id SET OPTIONS(description="Unique identifier for the account."); -ALTER TABLE `retail_banking.core_accounts_v2` +ALTER TABLE `${dataset_id}.core_accounts_v2` ALTER COLUMN customer_id SET OPTIONS(description="Foreign key referencing the customer who owns this account."); -ALTER TABLE `retail_banking.core_accounts_v2` +ALTER TABLE `${dataset_id}.core_accounts_v2` ALTER COLUMN account_type SET OPTIONS(description="The account product type code (AP = Advantage Plus, BS = Basic Savings, SC = Standard Checking)."); -ALTER TABLE `retail_banking.core_accounts_v2` +ALTER TABLE `${dataset_id}.core_accounts_v2` ALTER COLUMN balance SET OPTIONS(description="Current ledger balance of the account in EUR."); -ALTER TABLE `retail_banking.core_accounts_v2` +ALTER TABLE `${dataset_id}.core_accounts_v2` ALTER COLUMN open_date SET OPTIONS(description="The date the account was officially opened."); -ALTER TABLE `retail_banking.core_accounts_v2` +ALTER TABLE `${dataset_id}.core_accounts_v2` ALTER COLUMN status SET OPTIONS(description="The current status of the account (Active, Closed)."); -ALTER TABLE `retail_banking.core_accounts_v2` +ALTER TABLE `${dataset_id}.core_accounts_v2` ALTER COLUMN last_transaction_date SET OPTIONS(description="The date of the last financial transaction on this account (NULL for closed or inactive accounts)."); diff --git a/hacks/adk-ge/artifacts/main.tf b/hacks/adk-ge/artifacts/main.tf index 310172af..9be33515 100644 --- a/hacks/adk-ge/artifacts/main.tf +++ b/hacks/adk-ge/artifacts/main.tf @@ -1,4 +1,4 @@ -# Copyright 2023 Google LLC +# 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. @@ -34,21 +34,60 @@ resource "google_project_service" "default" { "observability.googleapis.com", "saasservicemgmt.googleapis.com", "texttospeech.googleapis.com", - "geminidataanalytics.googleapis.com" + "geminidataanalytics.googleapis.com", + "sourcerepo.googleapis.com" ]) service = each.key disable_on_destroy = false } -# "roles/bigquery.dataViewer" BQ Toolset -# "roles/bigquery.user" BQ Toolset (Job User also fine) -# "roles/cloudaicompanion.user" x -# "roles/dataplex.catalogAdmin" MCP KC (Viewer also fine) -# "roles/geminidataanalytics.dataAgentStatelessUser" BQ Toolset ask_data_insights -# "roles/geminidataanalytics.dataAgentUser" BQ Toolset ask_data_insights -# "roles/mcp.toolUser" MCP KC +# In case a default network is not present in the project the variable `create_default_network` needs to be set. +resource "google_compute_network" "default_network_created" { + name = "default" + auto_create_subnetworks = true + count = var.create_default_network ? 1 : 0 + depends_on = [ + google_project_service.default + ] +} + +resource "google_compute_firewall" "fwr_allow_custom" { + name = "fwr-ingress-allow-custom" + network = google_compute_network.default_network_created[0].self_link + count = var.create_default_network ? 1 : 0 + source_ranges = ["10.128.0.0/9"] + allow { + protocol = "all" + } +} + +resource "google_compute_firewall" "fwr_allow_iap" { + name = "fwr-ingress-allow-iap" + network = google_compute_network.default_network_created[0].self_link + count = var.create_default_network ? 1 : 0 + source_ranges = ["35.235.240.0/20"] + allow { + protocol = "tcp" + ports = ["22"] + } +} + +# This piece of code makes it possible to deal with the default network the same way, +# regardless of how it has been created. Make sure to refer to the default network through +# this resource when needed. +data "google_compute_network" "default_network" { + name = "default" + depends_on = [ + google_project_service.default, + google_compute_network.default_network_created + ] +} +resource "google_sourcerepo_repository" "repo" { + name = "ghacks-adk-ge" + depends_on = [google_project_service.default] +} resource "google_bigquery_dataset" "retail_banking" { dataset_id = "retail_banking" @@ -74,10 +113,65 @@ resource "google_bigquery_job" "generate_data" { location = var.gcp_region query { - query = file("${path.module}/generate_data.sql") + query = templatefile("${path.module}/generate_data.sql", { + dataset_id = google_bigquery_dataset.retail_banking.dataset_id + }) create_disposition = "" write_disposition = "" } depends_on = [google_bigquery_dataset.retail_banking] } + +resource "google_service_account" "startup_vm_sa" { + account_id = "sa-startup-vm" + display_name = "Startup VM Service Account" +} + +resource "google_project_iam_member" "startup_vm_sa_roles" { + project = var.gcp_project_id + for_each = toset([ + "roles/source.admin", + "roles/logging.logWriter" + ]) + role = each.key + member = "serviceAccount:${google_service_account.startup_vm_sa.email}" +} + + +resource "google_compute_instance" "startup_vm" { + name = "gce-lnx-env-setup" + machine_type = "e2-micro" + + boot_disk { + initialize_params { + image = "debian-cloud/debian-12" + } + } + + shielded_instance_config { + enable_secure_boot = true + enable_vtpm = true + } + + network_interface { + network = data.google_compute_network.default_network.self_link + access_config {} + } + + service_account { + email = google_service_account.startup_vm_sa.email + scopes = ["cloud-platform"] + } + + metadata_startup_script = templatefile("${path.module}/setup.tftpl", { + gcp_project_id = var.gcp_project_id, + gcp_region = var.gcp_region, + source_repo = google_sourcerepo_repository.repo.url + }) + + depends_on = [ + google_project_iam_member.startup_vm_sa_roles + ] +} + diff --git a/hacks/adk-ge/artifacts/outputs.tf b/hacks/adk-ge/artifacts/outputs.tf index 581dfddc..538c5585 100644 --- a/hacks/adk-ge/artifacts/outputs.tf +++ b/hacks/adk-ge/artifacts/outputs.tf @@ -1,4 +1,4 @@ -# Copyright 2023 Google LLC +# Copyright 2026 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -14,3 +14,8 @@ output "project_id" { value = var.gcp_project_id } + +output "source_repo" { + value = google_sourcerepo_repository.repo.url +} + diff --git a/hacks/adk-ge/artifacts/providers.tf b/hacks/adk-ge/artifacts/providers.tf index f095379a..1a684301 100644 --- a/hacks/adk-ge/artifacts/providers.tf +++ b/hacks/adk-ge/artifacts/providers.tf @@ -1,4 +1,4 @@ -# Copyright 2023 Google LLC +# Copyright 2026 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. diff --git a/hacks/adk-ge/artifacts/runtime.yaml b/hacks/adk-ge/artifacts/runtime.yaml index 5c8519a8..d39ccff0 100644 --- a/hacks/adk-ge/artifacts/runtime.yaml +++ b/hacks/adk-ge/artifacts/runtime.yaml @@ -1,4 +1,4 @@ -# Copyright 2023 Google LLC +# Copyright 2026 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. diff --git a/hacks/adk-ge/artifacts/setup.tftpl b/hacks/adk-ge/artifacts/setup.tftpl new file mode 100644 index 00000000..5a4ac1b7 --- /dev/null +++ b/hacks/adk-ge/artifacts/setup.tftpl @@ -0,0 +1,22 @@ +#!/bin/bash +export PROJECT_ID=${gcp_project_id} +export REGION=${gcp_region} +export SOURCE_REPO=${source_repo} + +# Suppressing some warnings +echo 'debconf debconf/frontend select Noninteractive' | debconf-set-selections + +# Installing the OS dependencies +apt-get update && apt-get install -y git + +# Initialize the repo +echo "Retrieving the source code..." +git clone https://github.com/meken/gcp-adk-ge-agent.git adk-agent + +echo "Configuring the repo credentials..." +cd adk-agent +git config credential.helper gcloud.sh + +echo "Pushing the cloned repo to the new remote..." +git remote add google $SOURCE_REPO +git push google main:master diff --git a/hacks/adk-ge/artifacts/variables.tf b/hacks/adk-ge/artifacts/variables.tf index 67fbf02a..2843c2de 100644 --- a/hacks/adk-ge/artifacts/variables.tf +++ b/hacks/adk-ge/artifacts/variables.tf @@ -1,4 +1,4 @@ -# Copyright 2023 Google LLC +# Copyright 2026 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -29,3 +29,10 @@ variable "gcp_zone" { description = "Zone to create resources in." default = "us-central1-c" } + +# Relevant when running on a system where no default network exists yet +variable "create_default_network" { + type = bool + default = false + description = "Whether to create a default network with subnets for all regions" +} diff --git a/hacks/adk-ge/qwiklabs.yaml b/hacks/adk-ge/qwiklabs.yaml index ef21bb90..3571e577 100644 --- a/hacks/adk-ge/qwiklabs.yaml +++ b/hacks/adk-ge/qwiklabs.yaml @@ -87,6 +87,7 @@ environment: reference: user_5.username - label: Password 5 reference: user_5.password - + - label: Source repository + reference: project.startup_script.source_repo - label: Project ID reference: project.project_id diff --git a/hacks/adk-ge/solutions.md b/hacks/adk-ge/solutions.md index e69ee881..1e2b063d 100644 --- a/hacks/adk-ge/solutions.md +++ b/hacks/adk-ge/solutions.md @@ -12,8 +12,8 @@ Participants should clone the repository and run it locally: ```shell # Clone the skeleton code -git clone https://source.developers.google.com/p/$GOOGLE_CLOUD_PROJECT/r/ghacks-adk-banking -cd ghacks-adk-banking +git clone https://source.developers.google.com/p/$GOOGLE_CLOUD_PROJECT/r/ghacks-adk-ge +cd ghacks-adk-ge # Region for Agent Runtime deployment, used later REGION=us-central1 # Authentication @@ -50,7 +50,7 @@ def get_current_date() -> str: Returns: The current date as a string. """ - return date.today().strftime("%Y-%M-%d") + return date.today().strftime("%Y-%m-%d") root_agent = Agent( @@ -65,6 +65,13 @@ root_agent = Agent( ) ``` +The very first time someone needs to commit anything to the Git repository they'll have to identify themselves by running the following commands. + +```shell +git config --global user.name "$USER" # or their own name +git config --global user.email "$USER_EMAIL" # or their own email +``` + ## Challenge 3: Talking to BigQuery ### Notes & Guidance @@ -100,27 +107,54 @@ root_agent = Agent( ### Notes & Guidance +First configure Agent identity through configuration file: + +```shell +echo '{ "identity_type": "AGENT_IDENTITY" }' > retail_bank_agent/.agent_engine_config.json +``` + To deploy to Agent Runtime (Agent Platform): ```shell adk deploy agent_engine --agent_engine_id="..." retail_bank_agent ``` -TODO permissions +Typically users would navigate to the Console and retrieve the principal information and grant permissions, but for automation the following could be used (note that currently only REST APIs exist, no `gcloud` or ADK CLI commands are available): + +```shell +BASE_URL="https://$REGION-aiplatform.googleapis.com/v1" +# Retrieve the Agent Engine ID, assumes that there's only one +AGENT_ENGINE_ID=$(curl -s -X GET \ + -H "Authorization: Bearer $(gcloud auth print-access-token)" \ + "$BASE_URL/projects/$GOOGLE_CLOUD_PROJECT/locations/$REGION/reasoningEngines" | \ + jq -r '.reasoningEngines[0].name') +# Retrieve the Agent Identity details +AGENT_IDENTITY=$(curl -s -X GET \ + -H "Authorization: Bearer $(gcloud auth print-access-token)" \ + "$BASE_URL/$AGENT_ENGINE_ID" | \ + jq -r '.spec.effectiveIdentity') +# Grant the MCP Tool User role +gcloud projects add-iam-policy-binding $GOOGLE_CLOUD_PROJECT \ + --member="principal://$AGENT_IDENTITY" \ + --role="roles/mcp.toolUser" \ + --condition=None +# Grant the BigQuery Job User role to run queries +gcloud projects add-iam-policy-binding $GOOGLE_CLOUD_PROJECT \ + --member="principal://$AGENT_IDENTITY" \ + --role="roles/bigquery.jobUser" \ + --condition=None +# Grant the BigQuery Data Viewer role to access data (read-only) +gcloud projects add-iam-policy-binding $GOOGLE_CLOUD_PROJECT \ + --member="principal://$AGENT_IDENTITY" \ + --role="roles/bigquery.dataViewer" \ + --condition=None +``` ## Challenge 5: Gemini Enterprise Integration ### Notes & Guidance -Make the agent A2A compatible using `to_a2a`. - -```python -from google.adk.a2a.utils.agent_to_a2a import to_a2a - -# In the entry point of the server -to_a2a(root_agent) -``` - +This should be rather straight-forward. Register the agent in the Gemini Enterprise console using the deployed A2A endpoint. ## Challenge 6: Visualizing Data (A2UI) @@ -139,9 +173,8 @@ root_agent = Agent( Use project {helpers.PROJECT_ID} and dataset {helpers.DATASET_ID} as your context. If and only if the user requests a bar chart, return the answer in csv format surrounded with and . Include the names of the columns as a header in the csv. - """, - tools=[mcp_toolset], + tools=[get_current_date, mcp_toolset], after_model_callback=helpers.convert_to_a2ui ) ``` From 8034e9147719eb19444537e809fa1c15cbe20d7a Mon Sep 17 00:00:00 2001 From: Murat Eken Date: Tue, 9 Jun 2026 13:46:07 +0200 Subject: [PATCH 4/7] upgrading the project type for more quota... --- hacks/adk-ge/README.md | 6 +++--- hacks/adk-ge/qwiklabs.yaml | 1 + 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/hacks/adk-ge/README.md b/hacks/adk-ge/README.md index b35fc10e..398ea634 100644 --- a/hacks/adk-ge/README.md +++ b/hacks/adk-ge/README.md @@ -201,13 +201,13 @@ In principle our agent could generate A2UI specs (the declarative model for a UI Update the agent instructions to return data in csv format surrounded with `` tags *only* when the user asks for a bar chart. Here's an example: ```text - -category,amount + +category,amount A, 5 B, 20 C, 35 D, 15 - + ``` We've already provided a function that can detect these blocks in the model response and replace them with A2UI components. Go ahead and make sure that this function is called after the model is run. diff --git a/hacks/adk-ge/qwiklabs.yaml b/hacks/adk-ge/qwiklabs.yaml index 3571e577..e9147f68 100644 --- a/hacks/adk-ge/qwiklabs.yaml +++ b/hacks/adk-ge/qwiklabs.yaml @@ -30,6 +30,7 @@ environment: resources: - type: gcp_project id: project + variant: gcp_medium_extra startup_script: type: qwiklabs path: artifacts From 05829c87d1858f16e36e01e3d0a638de06808b87 Mon Sep 17 00:00:00 2001 From: Murat Eken Date: Tue, 9 Jun 2026 21:26:06 +0200 Subject: [PATCH 5/7] clarifying solutions further... --- hacks/adk-ge/solutions.md | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/hacks/adk-ge/solutions.md b/hacks/adk-ge/solutions.md index 1e2b063d..9bb13037 100644 --- a/hacks/adk-ge/solutions.md +++ b/hacks/adk-ge/solutions.md @@ -116,7 +116,7 @@ echo '{ "identity_type": "AGENT_IDENTITY" }' > retail_bank_agent/.agent_engine_c To deploy to Agent Runtime (Agent Platform): ```shell -adk deploy agent_engine --agent_engine_id="..." retail_bank_agent +adk deploy agent_engine retail_bank_agent ``` Typically users would navigate to the Console and retrieve the principal information and grant permissions, but for automation the following could be used (note that currently only REST APIs exist, no `gcloud` or ADK CLI commands are available): @@ -154,8 +154,7 @@ gcloud projects add-iam-policy-binding $GOOGLE_CLOUD_PROJECT \ ### Notes & Guidance -This should be rather straight-forward. -Register the agent in the Gemini Enterprise console using the deployed A2A endpoint. +This should be rather straight-forward. Register the agent in the Gemini Enterprise configuration page (Agents section) using the deployed Agent Runtime resource name. ## Challenge 6: Visualizing Data (A2UI) @@ -178,3 +177,9 @@ root_agent = Agent( after_model_callback=helpers.convert_to_a2ui ) ``` + +And in order to redeploy to Agent Runtime, make sure to include the `agent_engine_id` parameter, otherwise there will be a new instance with a new identity. The easiest way to get the agent engine id is through the Console (you can see it as resource name on the Deployments page), otherwise see the commands above to get it through REST APIs. + +```shell +adk deploy agent_engine --agent_engine_id="$AGENT_ENGINE_ID" retail_bank_agent +``` From 7a7c1eb2765777fc11728f4bac672ce66f15adc3 Mon Sep 17 00:00:00 2001 From: Murat Eken Date: Wed, 10 Jun 2026 10:20:45 +0200 Subject: [PATCH 6/7] improving solutions adding more learning resources... --- hacks/adk-ge/README.md | 25 ++++++++++-------- hacks/adk-ge/solutions.md | 55 ++++++++++++++++++++++++++++++++++----- 2 files changed, 62 insertions(+), 18 deletions(-) diff --git a/hacks/adk-ge/README.md b/hacks/adk-ge/README.md index 398ea634..d2a1d70f 100644 --- a/hacks/adk-ge/README.md +++ b/hacks/adk-ge/README.md @@ -66,7 +66,8 @@ Once everything is set up, run `adk web` and make sure that the agent responds b - [Cloud Shell](https://cloud.google.com/shell/docs/launching-cloud-shell) - [Cloud Shell Editor](https://cloud.google.com/shell/docs/launching-cloud-shell-editor) -- [Previewing web apps](https://cloud.google.com/shell/docs/using-web-preview) +- [Previewing web apps](https://cloud.google.com/shell/docs/using-web-preview) +- [Creating and activating Python virtual environments](https://packaging.python.org/en/latest/guides/installing-using-pip-and-virtual-environments/#create-and-use-virtual-environments) - [Setting up authentication for ADK](https://adk.dev/agents/models/google-gemini/#google-cloud-agent-platform) - [ADK CLI](https://adk.dev/api-reference/cli/#adk) @@ -74,13 +75,13 @@ Once everything is set up, run `adk web` and make sure that the agent responds b ### Introduction -Large Language Models (LLMs) are incredibly capable, but they are limited to the data they were trained on, meaning they don't have access to real-time information or the ability to execute actions in the physical world. To overcome this, agents use *Tools*. +Large Language Models (LLMs) are incredibly capable, but they are limited to the data they were trained on, meaning they don't have access to real-time information or the ability to execute actions. To overcome this, agents use *Tools*. -Tools are basically external interfaces (functions, APIs, or scripts) that the agent can choose to invoke dynamically when it needs real-time context. To see this in action, you will write a custom Python function to supply the current date, allowing the agent to handle references such as last month, last quarter based on current date. +Tools are basically external interfaces (functions, APIs, or scripts) that the agent can invoke dynamically when it needs real-time context. To see this in action, you will write a custom Python function to get the current date, allowing the agent to handle references such as last month, last quarter based on current date. ### Description -If our users would ask our agent the current date, it would emit a date from the past. In order for our agent to be informed, we'll introduce a new *function tool* that returns the current date. +At the moment if our users would ask our agent the current date, it would emit a date from the past. In order to make our agent aware of the current date, we'll introduce a new *function tool* that dynamically calculates and returns the current date. Create a new Python function `get_current_date` that returns the current date in `YYYY-MM-DD` format. Add a [docstring](https://peps.python.org/pep-0257/#one-line-docstrings) to that function explaining what it returns and in which format. Make that function available as a tool to the agent. @@ -103,13 +104,13 @@ Commit and push your changes to the Git repository when you're done. ### Introduction -Sara's goal is to analyze how the new banking product is performing, which requires querying a secure corporate data store. Since she is a product owner, not a database administrator, she wants to converse with her data in plain, natural English. +Sara's goal is to analyze how the new banking product is performing, which requires querying a company data store. Since she is a product owner, not a database administrator, she wants to use natural language instead of SQL. Writing custom code to map user queries to database schemas can be incredibly tedious. Instead, we'll let our model generate the SQL queries and use a tool to access the underlying data source and run queries. -We could build our own tool, but there's also a plethora of tools available built by others. This is where the *Model Context Protocol (MCP)* plays a role; it offers a standardized method for agents to comprehend and engage with the functionalities of external tools and services developed by others. +We could build our own tool as we did in the previous challenge, but there's also a plethora of tools available built by others. This is where the *Model Context Protocol (MCP)* plays a role; it offers a standardized abstraction layer for tools so that any agent can use them. -For this challenge we'll use the the Google-managed *BigQuery MCP Server* to acess the data source. +For this challenge we'll use the the Google-managed *BigQuery MCP Server* to access the company data source with customer data. ### Description @@ -140,7 +141,9 @@ In this challenge, you will move your agent off your local machine and deploy it ### Description -Deploy your agent to Agent Runtime, using the ADK CLI. Make sure that the Agent Runtime uses Agent Identity. Grant the required permissions to the identity of the Agent so that it can read data from and run jobs on BigQuery, and can use the BigQuery MCP tools. +Deploy your agent to Agent Runtime, using the ADK CLI. Make sure that the Agent Runtime uses Agent Identity. + +Grant the required permissions to the identity of the Agent so that it can read data from and run jobs on BigQuery, and can use the BigQuery MCP tools. Once the agent on Agent Runtime can successfully answer questions that require accessing BigQuery, commit and push your changes. @@ -165,13 +168,13 @@ Once the agent on Agent Runtime can successfully answer questions that require a ### Introduction -A powerful agent is only useful if business users can easily access it. Instead of forcing Sara to open a terminal or use a developer-focused console, we want to deliver this agent directly into the communication hub she uses every day: the *Gemini Enterprise* app. +Our agent is only useful if business users can easily access it. Instead of forcing Sara to open a terminal or use a developer-focused console, we want to deliver this agent directly into the communication hub she uses every day: the *Gemini Enterprise* app. ### Description -First create a new Gemini Enterprise app instance (use the 30-day trial option) and choose Google Identity model. +First create a new Gemini Enterprise app instance (use the 30-day trial option) and choose Google Identity when setting up identity. -Add our agent to the Gemini Enterprise app, and verify that the agent is available and functional from Gemini Enterprise app. +Add our agent to the Gemini Enterprise app through the *Custom agent via Agent Runtime* option, and verify that the agent is available and functional from Gemini Enterprise app. ### Success Criteria diff --git a/hacks/adk-ge/solutions.md b/hacks/adk-ge/solutions.md index 9bb13037..7e4d0346 100644 --- a/hacks/adk-ge/solutions.md +++ b/hacks/adk-ge/solutions.md @@ -8,7 +8,10 @@ This guide provides notes, guidance, and solutions for the Gemini Enterprise wit ### Notes & Guidance -Participants should clone the repository and run it locally: +Participants should clone the repository and run it locally. + +> [!NOTE] +> It's possible to run these challenges on a local machine too as long as it's been configured and authenticated with `gcloud`. Cloud Shell is the easy option as it already provides these pre-requisites. ```shell # Clone the skeleton code @@ -37,13 +40,9 @@ adk web --allow_origins="*" Participants implement a basic custom function tool that returns the current date using Python's datetime. ```python +# Keep the existing imports from datetime import date -from google.adk import Agent - -from . import helpers - - def get_current_date() -> str: """Returns the current date in YYYY-MM-DD format. @@ -72,6 +71,14 @@ git config --global user.name "$USER" # or their own name git config --global user.email "$USER_EMAIL" # or their own email ``` +Adding, committing and pushing the changes should be trivial, but see the following commands for the sake of completeness. + +```shell +git add . # stage everything that's changed in this directory and sub-directories +git commit -m "YOUR COMMIT MESSAGE" +git push +``` + ## Challenge 3: Talking to BigQuery ### Notes & Guidance @@ -119,6 +126,9 @@ To deploy to Agent Runtime (Agent Platform): adk deploy agent_engine retail_bank_agent ``` +> [!NOTE] +> If you need to redeploy your agent, provide the `--agent_engine_id` option so that it *replaces* your deployment (and doesn't create a new agent with a new identity) + Typically users would navigate to the Console and retrieve the principal information and grant permissions, but for automation the following could be used (note that currently only REST APIs exist, no `gcloud` or ADK CLI commands are available): ```shell @@ -154,7 +164,38 @@ gcloud projects add-iam-policy-binding $GOOGLE_CLOUD_PROJECT \ ### Notes & Guidance -This should be rather straight-forward. Register the agent in the Gemini Enterprise configuration page (Agents section) using the deployed Agent Runtime resource name. +This should be rather straight-forward. Enabling Gemini Enterprise app is just a matter of navigating to the Gemini Enterprise (search bar helps), choosing the trial option, and picking a region (`global` is fine). After that choosing the identity provider from the landing page should be self-explanatory. + +Once those steps have been taken, you can register the agent in the Gemini Enterprise configuration page (Agents section) using the deployed Agent Runtime resource name, no authorization setup is needed. These [instuctions](https://docs.cloud.google.com/gemini/enterprise/docs/register-and-manage-an-adk-agent#register-an-adk-agent) should be easy to follow. + +We expect participants to use the Console, but for automation purposes you can use the following REST API commands. + +```shell +LOCATION=global +BASE_URL="https://$LOCATION-discoveryengine.googleapis.com/v1alpha" + +APP_URL=$(curl -s -X GET \ + -H "Authorization: Bearer $(gcloud auth print-access-token)" \ + -H "Content-Type: application/json" \ + -H "X-Goog-User-Project: $GOOGLE_CLOUD_PROJECT" \ + "$BASE_URL/projects/$GOOGLE_CLOUD_PROJECT/locations/$LOCATION/collections/default_collection/engines" | jq -r .engines[0].name +) + +curl -X POST \ + -H "Authorization: Bearer $(gcloud auth print-access-token)" \ + -H "Content-Type: application/json" \ + -H "X-Goog-User-Project: $GOOGLE_CLOUD_PROJECT" \ + "$BASE_URL/$APP_URL/assistants/default_assistant/agents" \ + -d "{ + \"displayName\": \"Retail Bank Agent\", + \"description\": \"A digital assistant for Retail Bank related questions.\", + \"adkAgentDefinition\": { + \"provisionedReasoningEngine\": { + \"reasoningEngine\": \"$AGENT_ENGINE_ID\" + } + } + }" +``` ## Challenge 6: Visualizing Data (A2UI) From 98146e43e2c5b3eda2ca5edfebdaae80d0dcd5d4 Mon Sep 17 00:00:00 2001 From: Murat Eken Date: Mon, 15 Jun 2026 11:06:04 +0200 Subject: [PATCH 7/7] getting ready to publish... --- README.md | 2 ++ hacks/adk-ge/README.md | 2 +- hacks/adk-ge/qwiklabs.yaml | 6 ++++-- hacks/adk-ge/solutions.md | 2 +- 4 files changed, 8 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 6fdb7801..753fbe96 100644 --- a/README.md +++ b/README.md @@ -26,6 +26,8 @@ Teams are not left on their own to solve the challenges. Coaches work with each > In this hack, we'll step into the role of a creative director at a cutting-edge ad agency. Our mission is to create a compelling 20-30 second video advertisement for a revolutionary new product using Google Cloud's generative AI tools. - [Introduction to Agents with ADK](./hacks/adk-intro/README.md) > **UPDATED FOR ADK 2** This is an introduction to Agentic AI using Agent Development Kit (ADK) framework. We'll be introducing various ADK concepts step-by-step, starting with a single agent and progressively building a tool-using, collaborative multi-agent system. +- [Custom ADK Agents and Gemini Enterprise app](./hacks/adk-ge/README.md) + > In this hack, you will leverage the Agent Development Kit (ADK) to develop a custom AI agent, and deliver it to business users through the Gemini Enterprise. During the development of the agent we'll build custom tools, use BigQuery MCP server, deploy our agent to Agent Platform, integrate it with Gemini Enterprise app and experience how to build custom visualizations through A2UI. - [Modernizing Classic Data Warehousing with BigQuery](./hacks/bq-dwh/README.md) > In this hack we'll implement a classic data warehouse using modern tools, such as Cloud Storage, BigQuery, Dataform and Looker Studio. We'll start with a modified version of the well known AdventureWorks OLTP database, and we'll implement a dimensional model to report on business questions using a BI visualization tool. - [Open Lakehouse with Apache Iceberg](./hacks/bq-olh/README.md) diff --git a/hacks/adk-ge/README.md b/hacks/adk-ge/README.md index d2a1d70f..cbfd5b5d 100644 --- a/hacks/adk-ge/README.md +++ b/hacks/adk-ge/README.md @@ -1,4 +1,4 @@ -# Gemini Enterprise with ADK +# Custom ADK Agents and Gemini Enterprise app ## Introduction diff --git a/hacks/adk-ge/qwiklabs.yaml b/hacks/adk-ge/qwiklabs.yaml index e9147f68..30b15468 100644 --- a/hacks/adk-ge/qwiklabs.yaml +++ b/hacks/adk-ge/qwiklabs.yaml @@ -13,8 +13,10 @@ # limitations under the License. schema_version: 2 default_locale: en -title: "[gHacks] ADK with Gemini Enterprise" -description: "" +title: "[gHacks] Custom ADK Agents and Gemini Enterprise app" +description: "In this hack, you will leverage the Agent Development Kit (ADK) + to develop a custom AI agent, run and test it securely on Agent Platform, + and deliver it to business users through the Gemini Enterprise app." instruction: type: md uri: instructions/en.md diff --git a/hacks/adk-ge/solutions.md b/hacks/adk-ge/solutions.md index 7e4d0346..308305b7 100644 --- a/hacks/adk-ge/solutions.md +++ b/hacks/adk-ge/solutions.md @@ -1,4 +1,4 @@ -# Gemini Enterprise with ADK - Coach's Guide +# Custom ADK Agents and Gemini Enterprise app - Coach's Guide ## Introduction