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chore: add warning messages about the deprecation of UserMemory
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Lucas Gomide
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135596a0dc
@@ -18,7 +18,8 @@ reason, and learn from past interactions.
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| **Long-Term Memory** | Preserves valuable insights and learnings from past executions, allowing agents to build and refine their knowledge over time. |
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| **Entity Memory** | Captures and organizes information about entities (people, places, concepts) encountered during tasks, facilitating deeper understanding and relationship mapping. Uses `RAG` for storing entity information. |
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| **Contextual Memory**| Maintains the context of interactions by combining `ShortTermMemory`, `LongTermMemory`, and `EntityMemory`, aiding in the coherence and relevance of agent responses over a sequence of tasks or a conversation. |
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| **User Memory** | Stores user-specific information and preferences, enhancing personalization and user experience. |
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| **External Memory** | Enables integration with external memory systems and providers (like Mem0), allowing for specialized memory storage and retrieval across different applications. Supports custom storage implementations for flexible memory management. |
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| **User Memory** | ⚠️ **DEPRECATED**: This component is deprecated and will be removed in a future version. Please use [External Memory](#using-external-memory) instead. |
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## How Memory Systems Empower Agents
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