Posted inAI
Hybrid Search with Qdrant: Solving RAG’s ‘Amnesia’ with Specific Keywords
Is your RAG system missing exact keywords? Discover how to implement Hybrid Search with Qdrant to combine Keyword and Vector Search for superior accuracy.
Posted inAI
Qdrant Installation and Usage Guide: A Powerful Vector Database for AI and RAG Applications
This article provides a detailed guide on how to install and use Qdrant, a powerful vector database, to build effective AI and RAG applications. I share practical experience after more than 6 months of deploying Qdrant in a production environment, analyzing its pros and cons, and providing sample Python code to help you get started immediately.