Why Track Mem0 with AgentOps?
When building memory-powered AI applications, you need visibility into:- Memory Operations: Track when memories are created, updated, or retrieved
- Search Performance: Monitor how effectively your AI finds relevant memories
- Memory Usage Patterns: Understand what information is being stored and accessed
- Error Tracking: Identify issues with memory storage or retrieval
- Cost Analysis: Track API calls to both Mem0 and your LLM provider
Installation
Environment Configuration
Load environment variables and set up API keys. The MEM0_API_KEY is only required if you’re using the cloud-based MemoryClient.Tracking Memory Operations
What You’ll See in AgentOps
When using Mem0 with AgentOps, your dashboard will show:- Memory Operation Timeline: Visual flow of all memory operations
- Search Analytics: Query patterns and retrieval effectiveness
- Memory Growth: Track how user memories accumulate over time
- Performance Metrics: Latency for adds, searches, and retrievals
- Error Tracking: Failed operations with full error context
- Cost Attribution: Token usage for memory extraction and searches