The vector database market exploded from $2.2 billion in 2024 with promises of revolutionizing AI applications, yet the reality reveals a stark gap between marketing
Tag: vector databases
Vector Databases Part 5: Advanced Optimization and Reranking Strategies
The gap between acceptable and exceptional RAG performance often comes down to optimization decisions made after basic implementation. Production systems require careful tuning of reranking
Vector Databases: From Hype to Production Reality – Part 3: The Vector Database Landscape
With the technical foundations established in Parts 1 and 2, we now face the practical question every development team encounters: which vector database should we
Vector Databases: From Hype to Production Reality – Part 2: Architecture and Indexing Algorithms
In Part 1, we explored what vector databases are and why they have become essential infrastructure for AI applications. Now we dive into the technical
Vector Databases: From Hype to Production Reality – Part 1: Understanding Vector Databases
The artificial intelligence landscape has undergone a seismic shift in recent years, and at the center of this transformation lies a technology that most developers
