Merge branch 'main' into llm-eval-kit

Author: gericdong

.github/actions/spelling/allow.txt

@@ -152,6 +152,7 @@ Buckleys
 Bulmus
 byoc
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+BYOM
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 BYOR
 Byzance
@@ -225,6 +226,7 @@ constexpr
 convo
 convos
 COPD
+coq
 cordata
 coro
 corpuses
@@ -436,6 +438,7 @@ freedraw
 freopen
 Frodo
 fromarray
+frombytes
 fromiter
 fsspec
 FTPS
@@ -513,6 +516,7 @@ gpt
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 gradlew
+graphrag
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 gridcolor
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@@ -773,6 +777,7 @@ lyria
 Maa
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 Maarten
+maas
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 magika
 Mahindra
@@ -798,6 +803,7 @@ mdc
 MDD
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 mec
+MEDIANCUT
 mediapy
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@@ -1087,6 +1093,8 @@ qrels
 quadrotor
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 qubits
+quickbot
+Quickbot
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@@ -1520,6 +1528,7 @@ XSum
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+xycoords
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README.md

@@ -100,6 +100,8 @@ This repository contains notebooks, code samples, sample apps, and other resourc
   - It accelerates development by providing a holistic, production-ready solution, addressing common challenges (Deployment & Operations, Evaluation, Customization, Observability) in building and deploying Gen AI agents.
 - [Gemini Cookbook](https://github.com/google-gemini/cookbook/)
 - [Google Cloud Applied AI Engineering](https://github.com/GoogleCloudPlatform/applied-ai-engineering-samples)
+- [Vertex AI GenMedia Creative Studio](https://github.com/GoogleCloudPlatform/vertex-ai-creative-studio) - Experience Google's generative media foundational models + custom workflows.
+- [MCP Servers for GenMedia](https://goo.gle/vertex-genmedia-mcp) - Empower your agents with generative media tools.
 - [Generative AI for Marketing using Google Cloud](https://github.com/GoogleCloudPlatform/genai-for-marketing)
 - [Generative AI for Developer Productivity](https://github.com/GoogleCloudPlatform/genai-for-developers)
 - Vertex AI Core

agents/README.md

@@ -0,0 +1,31 @@
+# Agents
+
+This directory contains samples and resources for building AI agents with Google Cloud.
+
+## Subdirectories
+
+### adk
+
+The `adk` directory contains information about the Agent Development Kit (ADK).
+
+### agent_engine
+
+The `agent_engine` directory contains notebooks that demonstrate how to use the Agent Engine on Vertex AI.
+
+**Notebooks:**
+
+- [Get started with Vertex AI Memory Bank](agent_engine/memory_bank/get_started_with_memory_bank.ipynb): Learn how to use Vertex AI Memory Bank to build stateful, context-aware conversational AI agents.
+- [A2A on Agent Engine](agent_engine/tutorial_a2a_on_agent_engine.ipynb): A tutorial on how to run a simple agent on Agent Engine.
+- [Claude with ADK on Agent Engine](agent_engine/tutorial_claude_with_adk_on_agent_engine.ipynb): A tutorial on using the Claude model with ADK on Agent Engine.
+- [Get Started with Code Execution](agent_engine/tutorial_get_started_with_code_execution.ipynb): A tutorial on how to get started with code execution on Agent Engine.
+- [Get Started with Live API on Agent Engine](agent_engine/tutorial_get_started_with_live_api_on_agent_engine.ipynb): A tutorial on how to get started with a live API on Agent Engine.
+- [MCP on Agent Engine](agent_engine/tutorial_mcp_on_agent_engine.ipynb): A tutorial on how to use the Multi-turn Conversation Platform (MCP) on Agent Engine.
+
+### gemini_data_analytics
+
+The `gemini_data_analytics` directory contains notebooks that demonstrate how to use Gemini for data analytics.
+
+**Notebooks:**
+
+- [Intro to Gemini Data Analytics (HTTP)](gemini_data_analytics/intro_gemini_data_analytics_http.ipynb): An introduction to using Gemini for data analytics with the HTTP API.
+- [Intro to Gemini Data Analytics (SDK)](gemini_data_analytics/intro_gemini_data_analytics_sdk.ipynb): An introduction to using Gemini for data analytics with the Python SDK.