@pvfarooq
Senior Software Engineer
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Aug 21, 2025 · 7 min read · 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...
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Aug 14, 2025 · 6 min read · 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...
Join discussionAug 14, 2025 · 14 min read · Introduction: Why Traditional Search Falls Short Imagine you're searching through a massive company knowledge base for information about "machine learning best practices." Traditional keyword search might return hundreds of documents, but you end up ...
Join discussionAug 5, 2025 · 1 min read · Uninstall Helm Release helm uninstall <release> --namespace <namespace> #example helm uninstall qdrant --namespace qdrant Delete PVCs (Persistent Volume Claims) kubectl delete pvc --all -n <namespace> #example kubectl delete pvc --all -n qdrant D...
Join discussionAug 4, 2025 · 2 min read · Considering vLLM is running inside WSL, and we are trying to expose it to the Windows network. Step 1: Confirm WSL Server Is Listening on 0.0.0.0 In your docker-compose or command, make sure vLLM is not bound to 127.0.0.1. It should be bound to all i...
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