14 Pull requests merged by 8 people

• Require approval to run CI on draft PRs

  #498 merged Nov 26, 2024

• Add breaking change workflow trigger

  #442 merged Nov 26, 2024

• Remove RAFT BUILD_ANN_BENCH option

  #497 merged Nov 26, 2024

• Update example code fetching rapids-cmake to use CUVS instead of RAFT

  #493 merged Nov 26, 2024

• Forward-merge branch-24.12 into branch-25.02

  #496 merged Nov 26, 2024

• [Doc] Fix CAGRA search sample code

  #484 merged Nov 26, 2024

• Forward-merge branch-24.12 into branch-25.02

  #495 merged Nov 25, 2024

• Add serialization API to brute-force

  #461 merged Nov 25, 2024

• Forward-merge branch-24.12 into branch-25.02

  #490 merged Nov 23, 2024

• Fix broken link in README.md references

  #473 merged Nov 23, 2024

• Forward-merge branch-24.12 into branch-25.02

  #488 merged Nov 22, 2024

• Add kIsSingleSource to PairwiseDistanceEpilogueElementwise

  #485 merged Nov 22, 2024

• Forward-merge branch-24.12 into branch-25.02

  #482 merged Nov 20, 2024

• Migrate sparse knn and distances code from raft

  #457 merged Nov 20, 2024

4 Pull requests opened by 4 people

• [BUG] Fix CAGRA filter

  #489 opened Nov 23, 2024

• Improve multi-CTA algorithm

  #492 opened Nov 25, 2024

• [WIP] add C++ API scalar quantization

  #494 opened Nov 25, 2024

• Adapt to rmm logger changes

  #499 opened Nov 26, 2024

2 Issues closed by 2 people

• [QST] How to use CAGRA's NNDescent to build a graph that exceeds the GPU memory?

  #491 closed Nov 26, 2024

• [FEA] Move raft-ann-bench -> cuvs-bench

  #11 closed Nov 20, 2024

7 Issues opened by 4 people

• [QST] seamless execution between CPU and GPU, both for vector index building and search tasks in Rust

  #500 opened Nov 26, 2024

• [BUG] Reuse C API parameter structs in C++

  #487 opened Nov 21, 2024

• [BUG] Segfault when extending CAGRA index with less than 128 nodes

  #486 opened Nov 21, 2024

• [FEA] search_multi_cta_00_generate.py support cuvs::neighbors::filtering::bitmap_filter<uint32_t COMMA int64_t>

  #483 opened Nov 21, 2024

• [FEA] Strongly filtered IVF methods

  #481 opened Nov 20, 2024

• [FEA] Strongly filtered CAGRA

  #480 opened Nov 20, 2024

• [FEA] Add filtering option to benchmarks

  #479 opened Nov 20, 2024

16 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• Dynamic Batching

  #261 commented on Nov 26, 2024 • 9 new comments

• Go API - [WIP]

  #212 commented on Nov 26, 2024 • 8 new comments

• [Feat] CAGRA filtering with BFKNN when sparsity matching threshold

  #378 commented on Nov 21, 2024 • 7 new comments

• Initial cut for a cuVS Java API

  #450 commented on Nov 26, 2024 • 3 new comments

• Add filtering for CAGRA to C API

  #452 commented on Nov 26, 2024 • 2 new comments

• [WIP] Expose `extend()` in C API

  #276 commented on Nov 21, 2024 • 1 new comment

• HNSW CPU Hierarchy

  #465 commented on Nov 26, 2024 • 1 new comment

• [FEA] ANN bench improvements

  #160 commented on Nov 20, 2024 • 0 new comments

• [FEA] Product quantization API

  #107 commented on Nov 20, 2024 • 0 new comments

• [FEA] Improve Vamana/DiskANN build

  #393 commented on Nov 21, 2024 • 0 new comments

• [BUG] The recall rate significantly drops by 20% when using CAGRA with a full 1s prefilter (nothing filtered out).

  #472 commented on Nov 23, 2024 • 0 new comments

• [Tracker] Pending items for NN Descent

  #419 commented on Nov 26, 2024 • 0 new comments

• Update to CCCL 2.7.0-rc2.

  #440 commented on Nov 26, 2024 • 0 new comments

• Add Question Retrieval notebook using Milvus

  #451 commented on Nov 20, 2024 • 0 new comments

• Account for RAFT update

  #454 commented on Nov 26, 2024 • 0 new comments

• Inner Product for CAGRA-Q

  #458 commented on Nov 20, 2024 • 0 new comments