Tool Integrations
⚙Tool
Mem0
AI memory layer with automatic summarization
Mem0
Mem0 provides intelligent AI memory — store, retrieve, and manage conversational memories with automatic summarization and relevance ranking. Unlike raw vector DBs, Mem0 understands context.
Overview
| Property | Value |
|---|---|
| Type | mem0 |
| Category | Tool — Vector Database |
| Auth | API Key |
Operations
| Operation | Description |
|---|---|
| Add Memory | Store a new memory |
| Search | Find relevant memories |
| Get All | Retrieve all memories for a user |
| Delete | Remove a memory |
Configuration
| Setting | Type | Description |
|---|---|---|
| API Key | Password | Mem0 API key |
| User ID | Short input | User identifier for memory isolation |
| Content | Long text | Memory content to store |
| Query | Short input | Search query for retrieval |
Outputs
| Field | Type | Description |
|---|---|---|
memories | json | Retrieved memory objects |
content | string | Memory content |
Example: Personal AI Assistant
Workflow:
[Starter] → [Mem0: Search] → [Agent] → [Mem0: Add] → [Response]- User sends a message
- Mem0 searches for relevant past memories (preferences, past conversations)
- Agent uses memories as context for a personalized response
- New conversation is stored as a memory for next time
Tips
- User IDs isolate memories — essential for multi-user applications
- Automatic summarization — Mem0 condenses long conversations into key facts
- Better than raw vectors for conversation memory — it understands what's worth remembering