Security cleanup: Remove sensitive files, test scripts, and add .env.example
- Removed cortex demo/test files - Removed test shell scripts - Removed Claude AI persona scripts - Fixed hardcoded URLs (dpsifr.workers.dev -> api.soulcraft.com) - Fixed hardcoded paths in documentation - Added .env.example for configuration - Cleaned up temporary test files
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4 changed files with 68 additions and 15 deletions
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@ -14,7 +14,7 @@ Current metadata filtering has a **300-400% search overhead** due to a fixed 3x
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### Root Cause
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```typescript
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// Current implementation (inefficient)
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// File: /home/dpsifr/Projects/brainy/src/hnsw/hnswIndex.ts:377
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// File: src/hnsw/hnswIndex.ts:377
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const ef = filter ? Math.max(this.config.efSearch * 3, k * 3) : Math.max(this.config.efSearch, k)
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```
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@ -41,7 +41,7 @@ function getEfMultiplier(selectivity: number): number {
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### 3. Implementation Location
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**File**: `/home/dpsifr/Projects/brainy/src/brainyData.ts`
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**File**: `src/brainyData.ts`
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**Method**: `searchByNounTypes` (around line 2165)
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```typescript
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@ -58,7 +58,7 @@ if (hasMetadataFilter && this.metadataIndex) {
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}
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```
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**File**: `/home/dpsifr/Projects/brainy/src/hnsw/hnswIndex.ts`
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**File**: `src/hnsw/hnswIndex.ts`
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**Method**: `search` (around line 377)
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```typescript
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@ -188,9 +188,9 @@ const cachedFieldIndex = this.metadataCache.get(`field_${field}`)
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## 📝 Files to Modify
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1. `/home/dpsifr/Projects/brainy/src/brainyData.ts` (selectivity calculation)
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2. `/home/dpsifr/Projects/brainy/src/hnsw/hnswIndex.ts` (dynamic ef multiplier)
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3. `/home/dpsifr/Projects/brainy/src/hnsw/optimizedHNSWIndex.ts` (forward selectivity)
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1. `src/brainyData.ts` (selectivity calculation)
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2. `src/hnsw/hnswIndex.ts` (dynamic ef multiplier)
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3. `src/hnsw/optimizedHNSWIndex.ts` (forward selectivity)
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## 🔄 Rollback Plan
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