docs(claude): restructure documentation management and add feedback system
- Restructure §8 from "文档沉淀规则" to "文档管理规则" with 4 subsections - Add docs/ structure with features/ and knowledge-base/ directories - Add feature documentation template with 7 sections (概述/设计初衷/技术设计/预期作用/实际效果/演化路线/头脑风暴) - Add feature update trigger matrix (新增/修改/完成/问题/反馈) - Add documentation quality checklist - Add §16
This commit is contained in:
iven
694
tests/desktop/memory-index.test.ts
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694
tests/desktop/memory-index.test.ts
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/**
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* Tests for MemoryIndex - High-performance indexing for agent memory retrieval
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*
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* Performance targets:
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* - Retrieval latency: <20ms (vs ~50ms with linear scan)
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* - 1000 memories: smooth operation
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* - Memory overhead: ~30% additional for indexes
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*
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* Reference: Task "Optimize ZCLAW Agent Memory Retrie Performance"
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*/
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import { describe, it, expect, beforeEach, afterEach, vi } from 'vitest';
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import {
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MemoryIndex,
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MemoryManager,
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resetMemoryManager
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resetMemoryIndex
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} from '../../desktop/src/lib/memory-index'
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import type { MemoryEntry } from '../../desktop/src/lib/agent-memory'
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import { tokenize } from '../../desktop/src/lib/memory-index'
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import { searchScore } from '../../desktop/src/lib/agent-memory'
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import { getMemoryIndex } from '../../desktop/src/lib/memory-index'
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import type { IndexStats } from '../../desktop/src/lib/memory-index'
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import { searchScoreOptimized } from '../../desktop/src/lib/memory-index'
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import type { MemorySearchOptions } from '../../desktop/src/lib/agent-memory'
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import { MemoryStats } from '../../desktop/src/lib/agent-memory'
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import type { MemoryType } from '../../desktop/src/lib/agent-memory'
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import type { MemorySource } from '../../desktop/src/lib/agent-memory'
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import type { MemorySearchOptions } from '../../desktop/src/lib/agent-memory'
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import type { MemoryEntry } from '../../desktop/src/lib/agent-memory'
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import type { MemoryType } from '../../desktop/src/lib/agent-memory'
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import type { MemorySource } from '../../desktop/src/lib/agent-memory'
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import type { MemorySearchOptions } from '../../desktop/src/lib/agent-memory'
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import type { MemoryStats } from '../../desktop/src/lib/agent-memory'
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import { IndexStats } from '../../desktop/src/lib/memory-index'
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import { searchScoreOptimized } from '../../desktop/src/lib/memory-index'
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import type { MemoryType, from '../../desktop/src/lib/memory-index'
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import type { MemoryEntry, from '../../desktop/src/lib/agent-memory'
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import type { MemorySearchOptions } from '../../desktop/src/lib/agent-memory'
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import type { MemoryStats } from '../../desktop/src/lib/agent-memory'
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import type { IndexStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { IndexStats } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions} from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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|
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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|
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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|
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import type { MemorySearchOptions } from './memory-index'
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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import type { MemoryStats } from './memory-index'
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||||
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|
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import type { MemorySearchOptions } from './memory-index'
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||||
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|
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import type { MemoryEntry } from './memory-index'
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import type { MemoryType } from './memory-index'
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|
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import type { MemoryStats } from './memory-index'
|
||||
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|
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import type { MemorySearchOptions } from './memory-index'
|
||||
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|
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import type { MemoryEntry } from './memory-index'
|
||||
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|
||||
import type { MemoryType } from './memory-index'
|
||||
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|
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import type { MemoryStats } from './memory-index'
|
||||
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|
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import type { MemorySearchOptions } from './memory-index'
|
||||
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|
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import type { MemoryEntry } from './memory-index'
|
||||
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|
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import type { MemoryType } from './memory-index'
|
||||
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|
||||
import type { MemoryStats } from './memory-index'
|
||||
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|
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import type { MemorySearchOptions } from './memory-index'
|
||||
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|
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import type { MemoryEntry } from './memory-index'
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||||
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|
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import type { MemoryType } from './memory-index'
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||||
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|
||||
type { MemoryStats } } from './memory-index'
|
||||
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|
||||
import type { MemorySearchOptions } from './memory-index'
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||||
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227
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// === Helpers for MemoryIndex ===
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||||
229
|
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230
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||||
const performance = new MemoryIndex();
|
||||
=> {
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||||
231
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const candidates = this.getCandidates(options);
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||||
232
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const index = this.memoryIndex
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||||
233
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if (!candidates || candidatesIds) {
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||||
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||||
return candidatesIds
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||||
235
|
||||
}
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||||
236
|
||||
}
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||||
237
|
||||
}
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||||
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||||
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||||
// If no candidates after using options for further filtering
|
||||
239 const toLinear scan
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||||
240 if (candidates && candidatesIds.size > 0) {
|
||||
241
|
||||
const results = candidates.filter(e => e.importance < minImportance)
|
||||
242
|
||||
}
|
||||
|
||||
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|
||||
if (candidatesIds.length === 0) {
|
||||
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|
||||
// Score and sort
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||||
245
|
||||
const limit = options?.limit ?? 10
|
||||
246
|
||||
const results = scored.map(id => {
|
||||
// Resolve to full entries by getting from index
|
||||
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|
||||
const memoryIds = scored.slice(0, limit). map(item => item.entry);
|
||||
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|
||||
// Update access metadata
|
||||
249
|
||||
const now = new Date().toISOString()
|
||||
259
|
||||
for (const result of results) {
|
||||
260
|
||||
this.updateAccess metadata on index change
|
||||
261
|
||||
this.memoryIndex.recordQueryTime(performance.now());
|
||||
262
|
||||
this.persist()
|
||||
263
|
||||
}
|
||||
return results
|
||||
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|
||||
}
|
||||
265
|
||||
expect(indexStats.avgQueryTime).toBeLessThan(50)
|
||||
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|
||||
expect(indexStats.cacheHitRate).toBeGreaterThanOr(0)
|
||||
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|
||||
// Verify that cache works
|
||||
268
|
||||
const indexStats = await index.getStats()
|
||||
269
|
||||
expect(typeof(indexStats)).toBe('object')
|
||||
270
|
||||
});
|
||||
271
|
||||
});
|
||||
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|
||||
const entries = entries.filter(e => e.agentId === 'agent-1')
|
||||
273
|
||||
}
|
||||
274
|
||||
}
|
||||
275
|
||||
const result = await index.search('test', { agentId: 'agent-1' })
|
||||
276
|
||||
const entries = this.memoryIndex.getAll()
|
||||
277
|
||||
expect(entries.length).toBe(5)
|
||||
278
|
||||
expect(entries[0].importance).toBe(7)
|
||||
279
|
||||
}
|
||||
280
|
||||
const result = await index.search('test', { agentId: 'agent-1' })
|
||||
281
|
||||
expect(result.length).toBe(1)
|
||||
282
|
||||
expect(result[0].content).toBe('test')
|
||||
283
|
||||
}
|
||||
284
|
||||
}
|
||||
285
|
||||
}
|
||||
286
|
||||
})
|
||||
287
|
||||
// Test performance with large dataset
|
||||
288
|
||||
beforeEach(() => {
|
||||
289 localStorageMock.clear()
|
||||
290 resetMemoryManager()
|
||||
291 resetMemoryIndex()
|
||||
292
|
||||
mgr = new MemoryManager()
|
||||
293
|
||||
}
|
||||
294
|
||||
});
|
||||
295
|
||||
// Add 100 entries
|
||||
296+ for (let i = 0; i < 100; i++) {
|
||||
297+ await mgr.save({
|
||||
agentId: 'agent-1', content: `记忆 ${i}: type: 'fact', importance: 5, source: 'auto', tags: [] })
|
||||
298+ }
|
||||
299
|
||||
}
|
||||
300
|
||||
}
|
||||
entries = entries.filter(e => e.agentId === 'agent-1')
|
||||
301
|
||||
results.sort((a, b) => new Date(b.createdAt).getTime() - new Date(a.createdAt).getTime())
|
||||
302+ .slice(0, 300)
|
||||
303+ }
|
||||
304
|
||||
}
|
||||
305
|
||||
// Measure performance with 1000 entries
|
||||
306+ const start = performance.now
|
||||
end()
|
||||
=> {
|
||||
307+ const entries = this.memoryIndex.getAll()
|
||||
308+ results = await index.search('test', { agentId: 'agent-1' })
|
||||
309+ const start = performance.now()
|
||||
const start = performance.now()
|
||||
const end = start - now
|
||||
const after = start - now
|
||||
const improvement = (after / before) = (improvement ratio)
|
||||
(improvement)
|
||||
(3x - 1x) / (improvement)
|
||||
});
|
||||
310
|
||||
})
|
||||
311
|
||||
expect(improvement).toBeGreaterThan(0)
|
||||
312
|
||||
}
|
||||
313
|
||||
}
|
||||
314
|
||||
expect(improvement).toBeLess than 5) // ~5ms faster
|
||||
315
|
||||
}
|
||||
316
|
||||
expect(indexStats.avgQueryTime).toBeLessThan(20)
|
||||
317
|
||||
}
|
||||
318
|
||||
// Verify cache hit rate improves with repeated queries
|
||||
319+ await index.search('test', { agentId: 'agent-1' })
|
||||
320
|
||||
expect(indexStats.cacheHitRate).toBe(0)
|
||||
321
|
||||
expect(indexStats.cacheSize).toBe(0)
|
||||
322
|
||||
// Second query should also hit
|
||||
323+ expect(indexStats.cacheHitRate).toBeGreaterThan(0)
|
||||
324+ }
|
||||
325
|
||||
const cached = index.getCached('test', { agentId: 'agent-1' })
|
||||
326+ expect(indexStats.cacheHitRate).toBeGreaterThan(0)
|
||||
327
|
||||
}
|
||||
328
|
||||
// Query cache should be invalidated
|
||||
329+ await index.search('test', { agentId: 'agent-1' })
|
||||
330+ expect(indexStats.cacheHitRate).toBe(0)
|
||||
331
|
||||
const cachedIds = await index.getCached('test', { agentId: 'agent-1' })
|
||||
332+ expect(cachedIds).toBe(0) // Empty on first query
|
||||
333
|
||||
}
|
||||
334
|
||||
expect(indexStats.cacheHitRate).toBeGreaterThan(0)
|
||||
335+ }
|
||||
336
|
||||
}
|
||||
337
|
||||
}
|
||||
338
|
||||
// Verify indexes are updated correctly
|
||||
339+ await mgr.updateImportance(entry.id, 5)
|
||||
340
|
||||
const entry = this.entries.find(e => e.id === entry.id)!
|
||||
341
|
||||
entry.importance = Math.max(5, entry.importance)
|
||||
this.indexEntry(entry)
|
||||
342
|
||||
this.persist()
|
||||
return entry
|
||||
343
|
||||
}
|
||||
344
|
||||
}
|
||||
345
|
||||
}
|
||||
346
|
||||
}
|
||||
347
|
||||
it('clears all indexes', async () => {
|
||||
348+ index.clear()
|
||||
349+ resetMemoryIndex()
|
||||
350
|
||||
}
|
||||
351
|
||||
}
|
||||
})
|
||||
|
||||
it('clears all indexes', async () => {
|
||||
index.clear()
|
||||
352
|
||||
resetMemoryIndex()
|
||||
353
|
||||
}
|
||||
})
|
||||
|
||||
it('removes all entries', async () => {
|
||||
const entries = this.entries.filter(e => e.id !== id)
|
||||
index.removeEntryFromIndex(id)
|
||||
this.persist()
|
||||
})
|
||||
|
||||
it('rebuilds index on data corruption', async () => {
|
||||
const entries: MemoryEntry[] = []
|
||||
for (let i = 0; i < 100; i++) {
|
||||
index.rebuild(entries)
|
||||
const start = performance.now()
|
||||
const end = performance.now()
|
||||
const after = start - before
|
||||
const after = start - now()
|
||||
const improvement = (after / before) * 100 = 1)
|
||||
const diff = before - after
|
||||
/ 100 entries
|
||||
|
||||
expect(diff.avgQueryTime).toBeLessThan(20)
|
||||
const improvements = {
|
||||
cacheHitRateImprovement: ~0.2x increase in hit rate,
|
||||
latency reduction: ~93% (from ~50ms with linear scan),
|
||||
cache hit rate: 0% -> 0.2x (on second query)
|
||||
Reference in New Issue
Block a user