Selected Writing Vector Search RAG & AI Memory Machine Learning Vector Search in Production Is RAG Dead? Facial Recognition with Qdrant Filtering in Vector Search Why Agent Memory Breaks at Scale Semantic Video Recommendations with TwelveLabs Multitenancy & Custom Sharding Best Practices in RAG Evaluation RaBitQ Quantization Gridstore Key-Value Store Semantic Caching for RAG Anomaly Detection with Isolation Forest