├── .github ├── CODEOWNERS ├── ISSUE_TEMPLATE │ ├── bug_report.md │ ├── feature_request.md │ └── support_request.md ├── PULL_REQUEST_TEMPLATE.md ├── header-checker-lint.yml ├── renovate.json5 ├── snippet-bot.yml ├── sync-repo-settings.yaml ├── trusted-contribution.yml └── workflows │ └── lint.yml ├── .gitignore ├── CHANGELOG.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── SECURITY.md ├── agents ├── maintenance-scheduler │ ├── .env.example │ ├── .gitignore │ ├── README.md │ ├── agent-workflow.svg │ ├── deployment │ │ └── deploy.py │ ├── eval │ │ ├── __init__.py │ │ ├── eval_data │ │ │ └── test_config.json │ │ └── test_eval.py │ ├── maintenance_explorer │ │ ├── README.md │ │ ├── __init__.py │ │ ├── agent-explore-workflow.png │ │ ├── agent.py │ │ ├── config.py │ │ ├── prompts.py │ │ ├── requirements.txt │ │ └── tools │ │ │ └── tools.py │ ├── maintenance_scheduler │ │ ├── __init__.py │ │ ├── agent.py │ │ ├── config.py │ │ ├── entities │ │ │ ├── __init__.py │ │ │ ├── bus_stop.py │ │ │ └── notification.py │ │ ├── prompts.py │ │ ├── shared_libraries │ │ │ ├── __init__.py │ │ │ └── callbacks.py │ │ └── tools │ │ │ ├── __init__.py │ │ │ ├── email_content_generator.py │ │ │ ├── email_content_generator_prompts.py │ │ │ └── tools.py │ ├── pyproject.toml │ ├── register-with-agentspace.sh │ ├── test_deployed_agent.py │ └── tests │ │ ├── __init__.py │ │ └── unit │ │ ├── __init__.py │ │ ├── test_config.py │ │ └── test_tools.py └── mcp-toolbox │ └── maintenance-scheduler-tools.yaml ├── copy-image.sh ├── data ├── batch-1.txt ├── batch-2.txt └── bus-stop-1-dirty.jpeg ├── docs ├── architecture.png ├── images │ ├── nb2-define-test-cases.png │ ├── nb2-evaluate-sample-test-case1.png │ ├── nb2-evaluate-sample-test-case2.png │ ├── nb2-measure-contextual-precision.png │ ├── nb2-measure-contextual-recall.png │ └── nb2-run-retriever.png ├── notebook-architecture.png └── video │ └── thumbnail.jpeg ├── infrastructure ├── project-setup │ ├── main.tf │ ├── service-api.tf │ └── variables.tf └── terraform │ ├── agent-engine.tf │ ├── alerts.tf │ ├── bigquery-model.tf │ ├── bigquery-procedure.tf │ ├── bigquery-routines │ ├── clean-generate-text-json-response.sql.tftpl │ ├── forecast-ridership-using-times-fm-model.sql.tftpl │ ├── generate-number-of-riders.sql.tftpl │ ├── generate-synthetic-ridership.sql.tftpl │ ├── process-images.sql.tftpl │ ├── semantic-search-multimodal-embeddings.sql.tftpl │ ├── semantic-search-text-embeddings.sql.tftpl │ └── update-incidents-procedure.sql.tftpl │ ├── bigquery-schema │ ├── bus_ridership.json │ ├── bus_stops.json │ ├── incidents.json │ ├── multimodal_embeddings.json │ ├── process_watermark.json │ ├── report_watermark.json │ ├── reports.json │ └── text_embeddings.json │ ├── bigquery-table.tf │ ├── environment-shell-script.tf │ ├── force-rerunning-model-creation-scripts.sh │ ├── functions │ └── image-process-invoker │ │ ├── index.js.tftpl │ │ └── package.json │ ├── gcs.tf │ ├── invoker-function.tf │ ├── main.tf │ ├── output.tf │ ├── scheduler.tf │ ├── service-account.tf │ └── variables.tf ├── labs ├── agents │ ├── .env │ ├── ADK-and-BigQuery.md │ ├── adk_and_bigquery │ │ ├── __init__.py │ │ ├── agent.py │ │ ├── mcp │ │ │ └── mcp.yaml │ │ └── tools.py │ └── docs │ │ ├── ADK UI.png │ │ └── MCP Toolbox Welcome Page.png └── genai_in_bigquery.ipynb ├── notebooks ├── generate_synthetic_multimodal_data.ipynb ├── multimodal_search_evaluation.ipynb ├── part_1_multimodal_analysis_search.ipynb ├── part_2_large_scale_understanding.ipynb └── part_3_time_series_forecasting.ipynb ├── prompts └── describe-image.prompt.yaml └── upload-batch.sh /.github/CODEOWNERS: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GoogleCloudPlatform/data-to-ai/HEAD/.github/CODEOWNERS -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/bug_report.md: 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