AgentIndex icon
AgentIndex
ag2 logo
ag2
★ 5.0k
vs
adk-java logo
adk-java
★ 1.8k

ag2 vs adk-java

ag2: AG2 is an open-source framework designed for building and orchestrating AI agents, facilitating complex task-solving through multi-agent cooperation. It evolved from AutoGen and offers features like inter-agent communication, LLM integration, tool use, and various conversation patterns.; adk-java: The Agent Development Kit (ADK) for Java is an open-source, code-first toolkit designed for building, evaluating, and deploying sophisticated AI agents. It enables developers to define agent behavior, orchestration, and tool use directly in Java code for fine-grained control and robust integration with Google Cloud services.

01

TL;DR

ag2 logo
ag2Multi-Agent · ★ 5.0k

Orchestrating AI agents for collaborative problem-solving and task automation.

Read ag2 full review →
adk-java logo
adk-javaMulti-Agent · ★ 1.8k

Building advanced AI agents with fine-grained control over their behavior and orchestration.

Read adk-java full review →
02

Side-by-Side Comparison

Field
ag2 logoag2
adk-java logoadk-java
Category
Multi-Agent
Multi-Agent
Stars
★ 5.0k
★ 1.8k
License
Apache-2.0
Apache-2.0
Install Command
pip install ag2[openai]
<dependency> <groupId>com.google.adk</groupId> <artifactId>google-adk</artifactId> <version>0.3.0</version> </dependency>
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agents, Multi-Agent Systems, LLM Orchestration
Java, AI Agents, Agent Development
03

Features

ag2 logoag2
01Inter-agent communication capabilities
02Support for various Large Language Models (LLMs)
03Integration of external tools and functions
04Flexible autonomous and human-in-the-loop workflows
05Rich multi-agent orchestration patterns (e.g., group chats, nested chats)
adk-java logoadk-java
01Rich Tool Ecosystem for diverse agent capabilities and Google ecosystem integration
02Code-First Development for defining agent logic, tools, and orchestration in Java
03Modular Multi-Agent Systems for designing scalable applications with specialized agents
04Built-in Development UI for testing, evaluating, debugging, and showcasing agents
05Integration with A2A protocol for remote agent-to-agent communication
04

Use Cases

ag2 logoag2
↳Orchestrating AI agents for collaborative problem-solving and task automation.
↳Integrating human feedback and oversight into AI agent workflows.
↳Extending agent capabilities through tool use for external data and API interactions.
adk-java logoadk-java
↳Building advanced AI agents with fine-grained control over their behavior and orchestration.
↳Integrating AI agents tightly with existing services, especially within Google Cloud.
↳Designing and deploying scalable, modular multi-agent systems for complex tasks.
05

Best For

ag2 logoag2
EssentialTrending
adk-java logoadk-java
EssentialTrending
FAQ

FAQ

What is the difference between ag2 and adk-java?
Both ag2 and adk-java are in the Multi-Agent category. ag2 has 5.0k stars, while adk-java has 1.8k stars.
Which is better, ag2 or adk-java?
The best choice depends on your use case. Choose ag2 if Orchestrating AI agents for collaborative problem-solving and task automation., and adk-java if Building advanced AI agents with fine-grained control over their behavior and orchestration..
Is ag2 free or open source?
Yes, ag2 is open source on GitHub (Apache-2.0).
Is adk-java free or open source?
Yes, adk-java is open source on GitHub (Apache-2.0).
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
→

Related

Alternatives to ag2 →Alternatives to adk-java →ag2 details →adk-java details →