Database Types ➺ Vector Databases: Pinecone Weaviate Milvus FAISS ➺ Technical Comparison: Performance Metrics Query latency Index build time Memory usage Scaling capabilities Storage Options In-memory Disk-based Hybrid solutions Cloud-native ➺ Selection Criteria: Data volume Update frequency Query patterns Cost considerations