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Tools💻 Code & DevelopmentAdk Samples
Adk Samples

Adk Samples

Free

Sample agents and graph workflows for ADK 2.0

By Tanmay Verma, Founder · Last verified 03 Jul 2026

0 views
Added 7d ago
69/100Monitor
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In short

Adk Samples — Sample agents and graph workflows for ADK 2.0. Best for Developers new to ADK who need practical examples, Teams building multi-agent or graph-based workflows, Prototyping agentic applications with Google Cloud integration. Free to use.

Compared withvs Locus Roboticsvs Truleovs Presto Voice

Is Adk Samples actually worth it?

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Editorial Verdict

Best for
Developers new to ADK who need practical examplesTeams building multi-agent or graph-based workflowsPrototyping agentic applications with Google Cloud integrationEngineers evaluating agent frameworks for production
Not ideal for
Non-developers looking for a no-code agent builderUsers needing full-fledged UI or mobile agent interfacesThose seeking pre-built, production-ready agents (samples require adaptation)

Adk Samples is the definitive companion for anyone adopting ADK 2.0. The samples are concrete, runnable, and cover graph workflows and multi-agent collaboration—the very features that make ADK powerful. Not a standalone tool, but indispensable for learning and prototyping.

Compare with: Adk Samples vs Draftbit, Adk Samples vs Bito, Adk Samples vs Poolside AI

Last verified: July 2026

Viability Score

69/100
Monitor

How likely is Adk Samples to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.

momentum
55
funding runway
40
website health
90
wrapper dependency
100

Last calculated: July 2026

How we score →

Key Features

  • Multi-agent team collaboration demos
  • Graph workflow examples with routes and loops
  • Streaming agent examples (Python, Java)
  • Human input and dynamic workflow patterns
  • Integration with Gemini, Gemma, Claude, and local models via Ollama/vLLM
  • MCP and A2A protocol client/server examples
  • Custom function tool demonstrations
  • Skill and artifact management samples
  • Session and memory state handling
  • Evaluation and observability setup examples

About Adk Samples

FreeIntermediateNo APICLI

Adk Samples is a curated collection of example agents built with the Agent Development Kit (ADK), designed to demonstrate practical implementations of ADK's core features, including graph workflows, collaborative multi-agent teams, streaming interactions, and custom tool integrations. Targeting developers exploring agent-based architectures, the repository provides ready-to-run code snippets and complete agent blueprints that showcase best practices for building, running, and deploying agents on Google Cloud. The samples span a range of complexity—from simple single-tool agents to sophisticated graph-based workflows with dynamic routing, human-in-the-loop input, and parallel execution. They also illustrate integration with popular AI models (Gemini, Gemma, Claude, Ollama, vLLM) and protocols (MCP, A2A), making them a practical resource for prototyping production-grade agent systems. What sets Adk Samples apart is its tight alignment with the official ADK 2.0 release, which introduces graph workflows and collaborative agents as first-class concepts. The samples are actively maintained alongside the ADK's own documentation and changelog, ensuring they reflect the latest capabilities—such as the Go 2.0 GA. For developers adopting ADK, this collection serves as both a learning tool and a reusable starting point for custom agents.

Behind the Verdict

Adk Samples fills a critical gap for developers diving into ADK 2.0. The framework is powerful but abstract; these samples give you something real to run and modify. The library includes everything from basic tool-calling agents to complex graph workflows with dynamic routing, human-in-the-loop, and parallel execution. The MCP and A2A protocol examples are particularly useful for building interoperable agents. Where do we reach for this? When you're starting an ADK project and need a proven pattern for graph workflows or agent teams. The samples are structured so you can copy a template, swap in your models and tools, and get a working agent in minutes. The streaming agent examples (both Python and Java) are great for building responsive chatbot interfaces. Where does it fall short? These are samples, not production-ready agents. You'll need to adapt them for security, error handling, and scale. There's no UI or mobile client—just code. Developers looking for a no-code agent builder should look elsewhere. Compared to the closest alternative—Google's own agent samples in other frameworks—Adk Samples wins on specificity and currency. They are written specifically for ADK 2.0, not adapted from LangChain or Vertex AI samples. The Go 2.0 GA support is a differentiator. However, if you're not on ADK, these samples won't help. In practice, we've found the samples to be reliable and well-documented. The one caveat: the repository evolves fast with ADK releases, so pin a version if you're building against a stable release. For anyone serious about ADK, bookmark this repo and start here.

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Use Cases

  • Prototype a multi-tool agent that calls external APIs for data retrieval.
  • Build a collaborative agent team with role-specific tasks and handoffs.
  • Implement a streaming agent for real-time conversational interactions.
  • Design a graph workflow with conditional routing and human approval steps.
  • Integrate local models via Ollama in a custom agent for offline testing.
  • Expose an agent via the A2A protocol for inter-agent communication.

Models Under the Hood

GeminiGemmaClaudeOllamavLLMLiteLLMLiteRT-LM

Limitations

  • As sample code, these examples are not production-ready and require adaptation for specific use cases.
  • They rely on ADK 2.0, which may have breaking changes from earlier versions.
  • The samples do not include mobile or web UI out of the box.

Integrations

GeminiGemmaClaudeOllamavLLMLiteLLMLiteRT-LMGoogle Search GroundingApigee AI GatewayCloud RunGKE

Resources & Guides

  • Resourceadk.dev

    Release Notes · Adk Samples

    Helpful link from adk.dev

  • Resourceadk.dev

    Home · Adk Samples

    Helpful link from adk.dev

Frequently Asked Questions

Tools that pair well with Adk Samples

Common stack mates teams adopt alongside Adk Samples, with the specific reason each pairing earns its keep.

Draftbit

Draftbit

Visually build native & web apps with AI agents and exportable code

Bito

Bito

System-wide context layer for AI coding agents across multi-repo projects

Poolside AI

Poolside AI

Enterprise open-weight foundation models and agents for high-consequence software engineering.

Featured Head-to-Head Comparisons

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Details

Pricing
Free
Skill Level
Intermediate
Platforms
CLI
API Available
No
Pricing & overview verified
7d ago

Categories

💻 Code & Development🤖 Automation & Agents

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Best AI Tools for Coding & DevelopmentBest AI Workflow Automation & Agent Tools

Topics

AutomationAgentWorkflowAPICode Generation

Resources

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