SYSTEM_METADATA
ARCHITECTURE_PROTOCOLARCH: RAG PIPELINE v2
CORE_INTEGRATIONSCORE: LANGCHAIN + POSTGRES
PROJECT_NODE: SYNAPSE-CONTEXT-MANAGER
Synapse Context-Manager
PROJECT_ABSTRACT
Synapse Context-Manager provides an intelligent abstraction layer over PostgreSQL and Vector Databases, working as a long-term memory engine for autonomous AI systems. It continuously clusters, prunes, and recalls conversational history to enable persistent context across months of user interactions.
KEY_CAPABILITIES
- ▶Hierarchical context summarization that avoids hitting LLM window limits.
- ▶Hybrid semantic-relational queries fetching context in under 15ms.
- ▶Active session pruning to optimize indexing database costs.
RAG PipelineLangChainPostgreSQLAutonomous Agents