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Articles tagged with #qdrant
Introduction Qdrant is an open-source vector database designed for storing, searching, and managing high-dimensional vectors. It's particularly useful for AI applications like semantic search, recommendation systems, and RAG (Retrieval-Augmented Gene...
Imagine you're looking for a book in a massive library. You might search by the exact title (keyword search) or describe what the book is about (semantic search). Sometimes you need both approaches to find exactly what you're looking for. This is pre...
Building smarter search systems that understand your content
Prerequisites AWS Account with appropriate permissions Basic knowledge of Kubernetes and Helm SSH key pair for EC2 access Phase 1: AWS Infrastructure Setup Step 1: Create VPC and Networking Create VPC Go to AWS Console → VPC → Create VPC Name...
