Bhanu Pratap Singh Vector Database Comparison for RAG 2026: Pinecone vs ChromaDB vs Redis vs Weaviate
The vector database you choose for your RAG system determines more than retrieval speed — it shapes your architecture's scalability ceiling, operational complexity, cost model, and what filtering capabilities you have at query time. This is the production comparison for teams choosing in 2026.