soulcraft/brainy
1
0
Fork 0
Code Issues 1 Pull requests Projects Releases 335 Packages Wiki Activity Actions

refactor: remove src/cortex/ directory and fix README claims

Browse source 
- Move neuralImport.ts and neuralImportAugmentation.ts to src/neural/
- Delete 3 dead files (healthCheck, backupRestore, performanceMonitor)
- Remove cortex entries from package.json browser field
- Fix unsubstantiated performance claims in README (add PROJECTED labels)
- Delete stale dist/cortex/ artifacts
This commit is contained in:
David Snelling 2026-02-01 11:07:26 -08:00
parent 0292cf2ddf
commit 36db644eca
9 changed files with 16 additions and 1702 deletions
Download patch file Download diff file Expand all files Collapse all files

24
README.md
View file

@ -204,10 +204,10 @@ const brain = new Brainy({
```javascript
const brain = new Brainy({
storage: { type: 's3', s3Storage: { bucketName: 'my-kb', region: 'us-east-1' } },
hnsw: { typeAware: true } // 87% memory reduction
hnsw: { typeAware: true }
})
```
**Scale:** Millions of entities • **Performance:** <10ms queries, 12GB @ 10M entities
**Scale:** Millions of entities • **Performance:** <10ms queries (measured at 1M scale)
### 🌍 Enterprise → Billion+ Scale
```javascript
@ -216,7 +216,7 @@ const brain = new Brainy({
hnsw: { typeAware: true, M: 32, efConstruction: 400 }
})
```
**Scale:** Billions (tested @ 1B+) • **Performance:** 18ms queries, 50GB memory
**Scale:** PROJECTED billion+ (extrapolated from 10M tests, not tested at 1B)
**Cost:** $138k/year → $6k/year with intelligent tiering (96% savings)
**→ [Capacity Planning Guide](docs/operations/capacity-planning.md)** | **[Cost Optimization](docs/operations/)**
@ -586,15 +586,15 @@ npm install @soulcraft/cortex
## Benchmarks
| Operation | Performance | Memory |
|-----------|-------------|--------|
| Initialize | 450ms | 24MB |
| Add entity | 12ms | +0.1MB |
| Vector search (1K) | 3ms | - |
| Metadata filter (10K) | 0.8ms | - |
| Bulk import (1K) | 2.3s | +8MB |
| **10M entities** | **5.8ms** | **12GB** |
| **1B entities** | **18ms** | **50GB** |
| Operation | Performance | Memory | Notes |
|-----------|-------------|--------|-------|
| Initialize | 450ms | 24MB | Measured |
| Add entity | 12ms | +0.1MB | Measured |
| Vector search (1K) | 3ms | - | Measured |
| Metadata filter (10K) | 0.8ms | - | Measured |
| Bulk import (1K) | 2.3s | +8MB | Measured |
| **10M entities** | **5.8ms** | **12GB** | Measured |
| **1B entities** | **~18ms** | **~50GB** | PROJECTED (extrapolated from 10M) |
---