@@ -7,26 +7,29 @@ A Redis-powered memory server built for AI agents and applications. It manages b
77- ** Working Memory**
88
99 - Session-scoped storage for messages, structured memories, context, and metadata
10- - Automatically summarizes conversations when they exceed the window size
11- - Token limit management (adapts to the context window of the client's LLM)
10+ - Automatically summarizes conversations when they exceed a client-configured window size
1211 - Supports all major OpenAI and Anthropic models
13- - Automatic promotion of structured memories to long-term storage
12+ - Automatic (background) promotion of structured memories to long-term storage
1413
1514- ** Long-Term Memory**
1615
1716 - Persistent storage for memories across sessions
1817 - Semantic search to retrieve memories with advanced filtering system
19- - Filter by session, namespace, topics, entities, timestamps, and more
18+ - Filter by session, user ID, namespace, topics, entities, timestamps, and more
2019 - Supports both exact match and semantic similarity search
2120 - Automatic topic modeling for stored memories with BERTopic or configured LLM
22- - Automatic Entity Recognition using BERT
21+ - Automatic Entity Recognition using BERT or configured LLM
2322 - Memory deduplication and compaction
2423
24+ - ** Production-Grade Memory Isolation**
25+ - OAuth2/JWT Bearer token authentication
26+ - Supports RBAC permissions
27+ - Top-level support for user ID and session ID isolation
28+
2529- ** Other Features**
26- - Namespace support for session and working memory isolation
30+ - Dedicated SDK offering direct access to API calls _ and _ memory operations as tools to pass to your LLM
2731 - Both a REST interface and MCP server
28- - Background task processing for memory indexing and promotion
29- - Unified search across working memory and long-term memory
32+ - Heavy operations run as background tasks
3033
3134For detailed information about memory types, their differences, and when to use each, see the [ Memory Types Guide] ( docs/memory-types.md ) .
3235
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