generative-ai

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Google Cloud에서의 생성형 AI 활용을 위한 샘플 코드 및 노트북, 그리고 Gemini Enterprise Agent Platform

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최종 버전 다운로드 (.zip)

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- - bug-report.yml
  - config.yml
  - feature-request.yml
- - .flake8
  - .gitleaks.toml
  - .htmlhintrc
  - .jscpd.json
  - .jupyter-nbqa.toml
  - .markdown-lint.yml
  - .mypy.ini
  - .python-lint
  - .sqlfluff
  - .textlintrc
- - assign-issue.yaml
  - links.yaml
  - linter.yaml
  - spelling.yaml
- CODEOWNERS
- PULL_REQUEST_TEMPLATE.md
- settings.json
- - README.md
- - tutorial_a2a_on_agent_engine.ipynb
  - tutorial_bidi_stream_v2.ipynb
  - tutorial_claude_with_adk_on_agent_engine.ipynb
  - tutorial_deploy_your_containerised_agent.ipynb
  - tutorial_deploy_your_first_adk_agent_on_agent_engine.ipynb
  - tutorial_get_started_with_agent_engine_terraform_deployment.ipynb
  - tutorial_get_started_with_cloud_api_registry.ipynb
  - tutorial_get_started_with_code_execution.ipynb
  - tutorial_get_started_with_live_api_on_agent_engine.ipynb
  - tutorial_mcp_on_agent_engine.ipynb
  - tutorial_multi_agent_systems_on_vertexai_with_claude.ipynb
  - tutorial_multi_agent_systems_vertexai_llama_arize.ipynb
- - a2a_http_sample.ipynb
  - a2a_sdk_sample.ipynb
  - intro_gemini_data_analytics_http.ipynb
  - intro_gemini_data_analytics_sdk.ipynb
- - intro_managed_agents_curl.ipynb
  - intro_managed_agents_python.ipynb
  - managed_agents_world_cup_analysis.ipynb
- - .env.example
  - .gitignore
  - config.py
  - evaluation_rubric.md
  - evaluation_rubric_augmented.md
  - evaluation_scenarios_user_1.json
  - evaluation_scenarios_user_2.json
  - evaluation_scenarios_user_3.json
  - evaluation_scenarios_user_4.json
  - evaluation_scenarios_user_5.json
  - pyproject.toml
  - README.md
  - run_pipeline.sh
  - test_augmented_agent.py
  - test_deployed_agent.py
  - uv.lock
- - intro_skill_registry.ipynb
- README.md
- - README.md
- README.md
- anomaly_sampling_engine.ipynb
- bigquery-import.ipynb
- bigquery_ml_gemini_and_oss_text_embedding.ipynb
- embedding-similarity-visualization.ipynb
- hybrid-search.ipynb
- intro-textemb-vectorsearch.ipynb
- intro_embeddings_tuning.ipynb
- intro_multimodal_embeddings.ipynb
- large-embs-generation-for-vvs.ipynb
- README.md
- task-type-embedding.ipynb
- vector-search-2-intro.ipynb
- vector-search-2-quickstart.ipynb
- vector-search-quickstart.ipynb
- - agent_engine_express_mode.ipynb
  - evaluating_crewai_agent_engine_customized_template.ipynb
  - evaluating_langchain_agent_engine_prebuilt_template.ipynb
  - evaluating_langgraph_agent_engine_customized_template.ipynb
  - intro_agent_engine.ipynb
  - langchain_vertex_ai_session_service.ipynb
  - langgraph_human_in_the_loop.ipynb
  - README.md
  - tracing_agents_in_agent_engine.ipynb
  - tutorial_ag2_on_agent_engine.ipynb
  - tutorial_google_maps_agent.ipynb
  - tutorial_langgraph.ipynb
  - tutorial_langgraph_rag_agent.ipynb
  - tutorial_mcp_toolbox_for_databases.ipynb
  - tutorial_vertex_ai_search_rag_agent.ipynb
- - intro_batch_prediction.ipynb
  - monitor_batch_prediction_gemini_api.ipynb
- - intro_chat_completions_api.ipynb
- - intro_agentic_vision.ipynb
  - intro_code_execution.ipynb
  - README.md
- - intro_computer_use.ipynb
- - intro_context_caching.ipynb
- - intro_controlled_generation.ipynb
- - intro_deep_research.ipynb
- - agent_as_a_judge_eval.ipynb
  - create_agent_and_run_evaluation.ipynb
  - create_genai_agent_evaluation.ipynb
  - evaluate_gemini_structured_output.ipynb
  - evaluate_images_with_predefined_gecko.ipynb
  - evaluate_managed_agents.ipynb
  - evaluate_models_in_vertex_ai_studio_and_model_garden.ipynb
  - evaluate_videos_with_predefined_gecko.ipynb
  - evaluate_with_your_python_code.ipynb
  - evaluating_adk_agent.ipynb
  - evaluating_observability_datasets.ipynb
  - evaluating_third_party_llms_vertex_ai_gen_ai_eval_sdk.ipynb
  - model_migration_with_gen_ai_eval.ipynb
  - multi_agent_evals_with_arize_and_crewai.ipynb
  - multi_agent_state_verification_eval.ipynb
  - multi_turn_agent_evaluation_with_user_simulation_metric_registration_auto_loss_analysis.ipynb
  - quick_start_gen_ai_eval.ipynb
  - view_genai_agent_evaluation_run.ipynb
- - forced_function_calling.ipynb
  - function_calling_data_structures.ipynb
  - intro_function_calling.ipynb
  - multimodal_function_calling.ipynb
  - parallel_function_calling.ipynb
  - README.md
- - intro_gemini_2_5_flash.ipynb
  - intro_gemini_2_5_flash_lite.ipynb
  - intro_gemini_2_5_image_gen.ipynb
  - intro_gemini_2_5_pro.ipynb
  - intro_gemini_3_1_flash_image_gen.ipynb
  - intro_gemini_3_1_flash_lite.ipynb
  - intro_gemini_3_1_flash_lite_image_gen.ipynb
  - intro_gemini_3_1_pro.ipynb
  - intro_gemini_3_5_flash.ipynb
  - intro_gemini_3_5_flash_lite.ipynb
  - intro_gemini_3_6_flash.ipynb
  - intro_gemini_3_7_flash.ipynb
  - intro_gemini_3_image_gen.ipynb
  - intro_gemini_chat.ipynb
  - intro_gemini_curl.ipynb
  - intro_gemini_express.ipynb
  - README.md
- - grounding_with_vais.ipynb
  - intro-grounding-gemini.ipynb
- - intro_request_response_logging.ipynb
- - intro_logprobs.ipynb
- - intro_long_context.ipynb
- - intro_to_mcp.ipynb
- - intro_model_optimizer.ipynb
- - intro_vertex_ai_multimodal_dataset.ipynb
  - README.md
- - intro_live_api_native_audio.ipynb
  - intro_multimodal_live_api.ipynb
  - intro_multimodal_live_api_genai_sdk.ipynb
  - live_api_quickstart.ipynb
  - README.md
  - real_time_rag_bank_loans_gemini_2_0.ipynb
  - real_time_rag_retail_gemini_2_0.ipynb
- - nano_banana_recipes.ipynb
  - README.md
- - intro_langchain_gemini.ipynb
  - intro_langgraph_gemini.ipynb
  - langgraph_gemini_podcast.ipynb
  - langgraph_multi-agent-rag-and-self-correction.ipynb
  - llamaindex_workflows.ipynb
- - intro_prompt_design.ipynb
- - intro_rag_engine.ipynb
  - rag_engine_cross_corpus_retrieval.ipynb
  - rag_engine_eval_service_sdk.ipynb
  - rag_engine_evaluation.ipynb
  - rag_engine_feature_store.ipynb
  - rag_engine_pinecone.ipynb
  - rag_engine_vector_search.ipynb
  - rag_engine_vertex_ai_search.ipynb
  - rag_engine_weaviate.ipynb
- - README.md
- - gemini_prompt_attacks_mitigation_examples.ipynb
  - gemini_safety_ratings.ipynb
  - react_rag_attacks_mitigations_examples.ipynb
  - README.md
- - LICENSE
  - README.md
  - seq_flask.png
  - SETUP.md
- - intro_thought_signatures.ipynb
  - intro_thought_signatures_rest.ipynb
- - local_token_counting.ipynb
- - dpo_gemini_data_prep_tuning.ipynb
  - dpo_gemini_get_started.ipynb
  - sft_gemini_automatic_evaluation.ipynb
  - sft_gemini_custom_metric_evaluation.ipynb
  - sft_gemini_migration_recipe.ipynb
  - sft_gemini_on_image_captioning.ipynb
  - sft_gemini_on_multiple_images.ipynb
  - sft_gemini_predictive_maintenance.ipynb
  - sft_gemini_qa.ipynb
  - sft_gemini_summarization.ipynb
  - sft_gemini_visual_defect_detection.ipynb
- - intro_url_context.ipynb
- - intro_multimodal_use_cases.ipynb
  - README.md
- README.md
.editorconfig
.git-blame-ignore-revs
.gitignore
.gitleaksignore
.prettierrc
.repo-metadata.json
.ruff.toml
CODE_OF_CONDUCT.md
CONTRIBUTING.md
LICENSE
README.md
RESOURCES.md
SECURITY.md

// repository documentation

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