M.I.M.I.R - Multi-agent Intelligent Memory & Insight Repository

# Performance **Benchmarks, optimization guides, and performance tuning.** ## 📚 Documentation - **[Benchmarks vs Neo4j](benchmarks-vs-neo4j.md)** - Performance comparison - **[Test Results](test-results.md)** - Test suite results - **[Optimization Guide](optimization-guide.md)** - Performance tuning - **[GPU Acceleration](gpu-acceleration.md)** - GPU performance - **[Query Optimization](query-optimization.md)** - Query tuning ## ⚡ Performance Highlights ### Vector Search - **10-100x faster** with GPU acceleration - **O(log N)** HNSW index lookups - **Sub-millisecond** queries on 1M vectors ### Query Execution - **Parallel execution** for independent operations - **Query caching** with LRU eviction - **Index-backed** property lookups ### Storage - **Badger LSM** for write-heavy workloads - **Batch writes** for bulk imports - **Compression** for reduced disk usage ## 📊 Benchmarks See **[Benchmarks vs Neo4j](benchmarks-vs-neo4j.md)** for detailed comparisons. --- **Optimize your database** → **[Optimization Guide](optimization-guide.md)**