Synapse
Hybrid AI agent memory system enabling personalized AI experiences through long-term memory and contextual intelligence.
Overview
Synapse is a hybrid AI agent memory system for OPAL (Optimizely’s agent orchestration platform), enabling personalized AI experiences through long-term memory and contextual intelligence.
Architecture
- Async microservices using FastAPI + Python 3.13
- Real-time webhook ingestion for capturing agent interactions
- Hybrid memory combining Google Cloud Spanner and Vertex AI Memory Bank
- Adaptive response formatting based on user context
Tech Stack
Python 3.13 FastAPI Cloud Spanner Vertex AI GKE Pub/Sub
Impact
- Processing 10K+ agent interactions/day
- Improved user continuity across conversations
- Eliminated repetitive context-setting, reducing cognitive overhead