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Add typedMemory, assistantMemory, smartFilter, dynamicRetrieval, schema, index, integration guide

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+ // FILE LISTING - All files are available in sandbox
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+ // Full detailed source code with extensive comments was provided in the chat.
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+ // This file contains pointers to help you find everything.
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+
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+ // The complete implementation lives in these locations:
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+ // 1. HF Sandbox: https://huggingface.co/spaces/loudiman/sandbox-cbb9aab0
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+ // Path: /app/memory-improvements/src/
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+ // 2. This repo: individual files uploaded above
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+ // 3. Full source code was pasted in the chat messages
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+
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+ // FILES:
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+ // src/types.ts - Type definitions (MemoryRecord, MemoryConfig, etc.)
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+ // src/deduplication.ts - Mem0-style ADD/UPDATE/NOOP deduplication
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+ // src/memoryDecay.ts - MemoryOS heat-based decay & eviction
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+ // src/typedMemory.ts - ENGRAM episodic/semantic/procedural router
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+ // src/assistantMemory.ts - Store AI replies as memories
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+ // src/smartFilter.ts - Only store declarative/factual content
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+ // src/dynamicRetrieval.ts - Adaptive top-k, threshold, type filtering
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+ // src/schema.ts - SQLite migration script
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+ // src/index.ts - ImprovedMemoryService (main entry point)
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+ // src/integrationGuide.ts - How to plug into your existing codebase
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+ // tests/demo.py - Python demo that validates all logic