Integrations
Google Agent Development Kit
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Integrate Mem0 with Google Agent Development Kit (ADK), an open-source framework for building multi-agent workflows. This integration enables agents to access persistent memory across conversations, enhancing context retention and personalization.
Overview
- Store and retrieve memories from Mem0 within Google ADK agents
- Multi-agent workflows with shared memory across hierarchies
- Retrieve relevant memories from past conversations
- Personalized responses
Prerequisites
Before setting up Mem0 with Google ADK, ensure you have:
- Installed the required packages:
- Valid API keys:
- Mem0 API Key
- Google AI Studio API Key
Basic Integration Example
The following example demonstrates how to create a Google ADK agent with Mem0 memory integration:
Multi-Agent Hierarchy with Shared Memory
Create specialized agents in a hierarchy that share memory:
Quick Start Chat Interface
Simple interactive chat with memory and Google ADK:
Key Features
1. Memory-Enhanced Function Tools
- Function Tools: Standard Python functions that can search and save memories
- Tool Context: Access to session state and memory through function parameters
- Structured Returns: Dictionary-based returns with status indicators for better LLM understanding
2. Multi-Agent Memory Sharing
- Agent-as-a-Tool: Specialists can be called as tools while maintaining shared memory
- Hierarchical Delegation: Coordinator agents route to specialists based on context
- Memory Categories: Store interactions with metadata for better organization
3. Flexible Memory Operations
- Search Capabilities: Retrieve relevant memories through conversation history
- User Segmentation: Organize memories by user ID
- Memory Management: Built-in tools for saving and retrieving information
Configuration Options
Customize memory behavior and agent setup:
Help
- Google ADK Documentation
- Mem0 Platform
- If you need further assistance, please feel free to reach out to us through the following methods: