Discussions

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  UI-based filtering in Collections tab for non-technical collaboration

  cortemadera started Feb 27, 2026 in Ideas

  

  

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  Harmonic decomposition as an alternative similarity metric — cosine similarity misses independent channels

  atech-hub started Feb 19, 2026 in Ideas

  

  

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  Ist Qdrant Edge for Rust planned?

  SommerEngineering started Feb 20, 2026 in General

  

  

  

  

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  JWT RBAC payload filters - documentation needed

  livnatzeira-spec asked Jan 26, 2026 in Q&A · Answered

  

  

  

  

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  Performance impact of large number of collections

  Causasoft asked Jan 14, 2026 in Q&A · Answered

  

  

  

  

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  Clarification Needed: Does Binary Quantization Provide Up to 40x RPS Improvement Compared to Original Vectors?

  cainzhong asked Jan 15, 2026 in Q&A · Answered

  

  

  

  

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  Huge collection and perfomance for qdrant cluster

  kimmy-github started Jan 26, 2026 in General

  

  

  

  

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  Positive and negative memories management

  orgaralf started Feb 19, 2026 in Show and tell

  

  

  

  

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  Linux on IBM Z (s390x) support (CI + release artifacts)

  k8ika0s started Feb 15, 2026 in Ideas

  

  

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  Performance BUG: Is the qdrant optimized for GNR system

  akasshdeep started Feb 12, 2026 in General

  

  

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  I'm a newbie to vector databases and need some help

  BeagleByte started Jan 19, 2026 in General · Closed

  

  

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  Grid Store pre reserving any space??

  narendra9079 asked Dec 19, 2025 in Q&A · Unanswered

  

  

  

  

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  Is it possible to apply the number of words matched by the full text index to the score?

  myyrakle asked Jan 13, 2026 in Q&A · Answered

  

  

  

  

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  Apache Tika instead of PDFReader

  BeagleByte started Jan 3, 2026 in General · Closed

  

  

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  Vespa vs Qdrant vs Turbopuffer for large-scale hybrid search (BM25 + text & image vectors)

  sumitrajrajsumit asked Dec 16, 2025 in Q&A · Unanswered

  

  

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  New contributor seeking advice on starter tasks

  metawise-code started Dec 20, 2025 in General

  

  

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  Enabling quantization significantly increases memory usage.

  myyrakle asked Dec 13, 2025 in Q&A · Closed · Answered

  

  

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  Enabling quantization significantly increases memory usage.

  sg-acloset asked Dec 13, 2025 in Q&A · Closed · Unanswered

  

  

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  Regarding Benchmark Performance and Achieving Higher RPS

  dmitriivahrushev asked Dec 9, 2025 in Q&A · Unanswered

  

  

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  Performance Optimization - Maximum Search Speed for 55M Vector Collection

  dmitriivahrushev asked Dec 8, 2025 in Q&A · Unanswered

  

  

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  What is the best text embedding model for ecommerce product search (short, noisy user queries)?

  sumitrajrajsumit asked Dec 3, 2025 in Q&A · Unanswered

  

  

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  Clarify incremental HNSW reuse semantics

  sfmqrb started Nov 21, 2025 in General

  

  

  

  

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  Is the full scan threshold on a per segment/shard/collection basis?

  fhalde started Dec 1, 2025 in General

  

  

  

  

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  Clarification on segments: total points exceed inserted count, partial indexing inside

  sfmqrb started Nov 21, 2025 in General

  

  

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  query points payload key prioritization

  RemainIndoors1 asked Dec 1, 2025 in Q&A · Answered

  

  

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