mem0

Mem0 is a powerful memory management system designed specifically for AI agents. It provides a persistent, searchable memory store that enables agents to remember past interactions, learn from experiences, and maintain context across conversations and workflow executions.

With Mem0, you can:

• Store agent memories: Save conversation history, user preferences, and important context

• Retrieve relevant information: Use semantic search to find the most relevant past interactions

• Build context-aware agents: Enable your agents to reference past conversations and maintain continuity

• Personalize interactions: Tailor responses based on user history and preferences

• Implement long-term memory: Create agents that learn and adapt over time

• Scale memory management: Handle memory needs for multiple users and complex workflows

In Agent Forge, the Mem0 integration enables your agents to maintain persistent memory across workflow executions. This allows for more natural, context-aware interactions where agents can recall past conversations, remember user preferences, and build upon previous interactions. By connecting Agent Forge with Mem0, you can create agents that feel more human-like in their ability to remember and learn from past experiences. The integration supports adding new memories, searching existing memories semantically, and retrieving specific memory records. This memory management capability is essential for building sophisticated agents that can maintain context over time, personalize interactions based on user history, and continuously improve their performance through accumulated knowledge.

Usage Instructions

Add, search, retrieve, and delete memories using Mem0. Store conversation history, user preferences, and context across workflow executions for enhanced AI agent capabilities.

Tools

mem0_add_memories

Add memories to Mem0 for persistent storage and retrieval

Input

Parameter	Type	Required	Description
userId	string	Yes	User ID associated with the memory
messages	json	Yes	Array of message objects with role and content
apiKey	string	Yes	Your Mem0 API key

Output

Parameter	Type	Description
ids	any	Memory identifiers
memories	any	Memory data
searchResults	any	Search results

mem0_search_memories

Search for memories in Mem0 using semantic search

Input

Parameter	Type	Required	Description
userId	string	Yes	User ID to search memories for
query	string	Yes	Search query to find relevant memories
limit	number	No	Maximum number of results to return
apiKey	string	Yes	Your Mem0 API key

Output

Parameter	Type	Description
ids	any	Memory identifiers
memories	any	Memory data
searchResults	any	Search results

mem0_get_memories

Retrieve memories from Mem0 by ID or filter criteria

Input

Parameter	Type	Required	Description
userId	string	Yes	User ID to retrieve memories for
memoryId	string	No	Specific memory ID to retrieve
startDate	string	No	Start date for filtering by created_at (format: YYYY-MM-DD)
endDate	string	No	End date for filtering by created_at (format: YYYY-MM-DD)
limit	number	No	Maximum number of results to return
apiKey	string	Yes	Your Mem0 API key

Output

Parameter	Type	Description
ids	any	Memory identifiers
memories	any	Memory data
searchResults	any	Search results

Notes

• Category: tools

• Type: mem0