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qdrant
6 postsThe Elasticsearch and Qdrant Benchmark: A Disk That Never Woke Up
Exploring the Elasticsearch and Qdrant vector search benchmark results and implications.
A Fake Python Memory Leak: ru_maxrss vs VmRSS Confusion
A RAG pipeline seemed to leak memory as RSS kept climbing, but the real bug was measuring ru_maxrss (a peak value) instead of live VmRSS. Fix, baseline check, and batching included.
HubSpot's AI Infrastructure Behind 20 Billion Vectors
HubSpot manages 20+ billion vectors with its Qdrant-based VaaS platform, evolving from Helm to a Kubernetes Operator architecture for scale and reliability.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comFiltered Vector Search: What Acorn Fixes, and What Fixes Acorn
Qdrant introduces new methods to solve filtered vector search issues. ACORN and filterable HNSW enhance performance.
Building a Multimodal Vector Search Platform for Product Catalogs
How a recommendation team built a multimodal vector search platform with Qdrant, tuned HNSW settings, and optimized GPU usage for embedding millions of products.
Kdrant 1.1 and Kmemo 1.0: Qdrant Client and LLM Cache Innovations
Kdrant 1.1 and Kmemo 1.0 introduce a Qdrant client and an innovative LLM cache.