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Persistent Memory System

Raindrop SmartMemory

Transform stateless AI interactions into ongoing relationships. Enable your agents to remember conversations, learn from experience, and build knowledge over time.

Four memory systems
Session persistence
SmartMemory Console
Memory Systems
Working Memory - Active session context
Episodic Memory - Conversation history
Semantic Memory - Knowledge documents
Procedural Memory - Behavioral templates
Session Active: Agent remembers 47 conversations across 3 timelines

Why Memory Matters for AI

Most AI interactions are frustratingly stateless. SmartMemory creates the continuity that transforms isolated responses into meaningful relationships.

No More Repetition

Agents remember what you discussed yesterday, eliminating the need to repeat yourself constantly.

Learn from Experience

AI agents build knowledge over time, understanding your preferences and improving with each interaction.

Contextual Understanding

Reference past conversations and maintain context across sessions for truly intelligent dialogue.

Four Memory Systems

SmartMemory mirrors human cognitive architecture through specialized memory systems operating at different scales and persistence levels.

Working Memory

Session-based active context within a single conversation.

  • Real-time interaction context
  • Timeline organization (technical, planning)
  • Exact and semantic search capabilities

Episodic Memory

Completed sessions stored as searchable conversation history.

  • AI-powered session summaries
  • Session rehydration for continuity
  • Historical context retrieval

Semantic Memory

Factual knowledge stored as searchable JSON documents.

  • Company policies and documentation
  • Vector search for meaning-based queries
  • Timeless knowledge storage

Procedural Memory

Behavioral templates and skills accessible across all sessions.

  • System prompts and personality
  • Workflow templates for recurring tasks
  • Consistent response patterns

How It Works

Actor-based architecture with intelligent session management and multi-level search capabilities.

1

Session Creation

Start a working memory session with a dedicated Actor instance that maintains conversational state with strong consistency.

2

Memory Accumulation

Store memories with timeline organization, agent attribution, and temporal metadata during active conversations.

3

Consolidation

End sessions with AI-powered summaries that preserve searchable detail while enabling long-term episodic storage.

SmartMemory Use Cases

Enable sophisticated AI applications that learn, remember, and adapt over time.

Customer Support

Remember customer preferences and conversation history for personalized support experiences.

Personal Assistants

Learn user routines and preferences to provide increasingly helpful and context-aware assistance.

Team Collaboration

Maintain project context and shared knowledge across team interactions and decision-making processes.

Educational AI

Track learning progress and adapt teaching methods based on student performance and interaction history.

Multi-Agent Systems

Enable agents to share knowledge while maintaining individual conversation threads and learning experiences.

Analytics & Insights

Build comprehensive understanding of user behavior and preferences through accumulated interaction data.

LiquidMetal Raindrop MCP

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