v24.08.00

🚨 Breaking Changes

• Allow serialization on streams (#173) @benfred

🐛 Bug Fixes

• Remove fp16 kernels that have no public entry point (#268) @tfeher
• Use raft::util::popc(...) public API (#249) @divyegala
• Enable building FAISS main statically (#241) @tarang-jain
• CAGRA bench: use device-side refinement when the data is on device (#228) @achirkin
• Rename .devcontainers for CUDA 12.5 (#224) @jakirkham
• Fix a CAGRA graph opt bug (#192) @enp1s0

📖 Documentation

• fix library name in docs ('cuvs' not 'pycuvs') (#193) @jameslamb

🚀 New Features

• Add cuvs_bench python folder, config files and constraints (#244) @dantegd
• Add MST optimization to guarantee the connectivity of CAGRA graphs (#237) @anaruse
• Moving over C++ API of CAGRA+hnswlib from RAFT (#229) @divyegala
• [FEA] expose python & C API for prefiltered brute force (#174) @rhdong
• CAGRA new vector addition (#151) @enp1s0

🛠️ Improvements

• [Opt] introduce the masked_matmul to prefiltered brute force. (#251) @rhdong
• Add more info to ANN_BENCH context (#248) @achirkin
• split up CUDA-suffixed dependencies in dependencies.yaml (#247) @jameslamb
• Fix pinning to a different RAFT tag (#235) @benfred
• Use workflow branch 24.08 again (#234) @KyleFromNVIDIA
• chore: update search_plan.cuh (#232) @eltociear
• Enable kernel & memcpy overlapping in IVF index building (#230) @abc99lr
• CAGRA: reduce argument count in select_and_run() kernel wrappers (#227) @achirkin
• Mark the rust brute force unittest as flaky (#226) @benfred
• Add python bindings for ivf-* extend functions (#220) @benfred
• Build and test with CUDA 12.5.1 (#219) @KyleFromNVIDIA
• Add col-major support for brute force knn (#217) @benfred
• Add CUDA_STATIC_MATH_LIBRARIES (#216) @KyleFromNVIDIA
• skip CMake 3.30.0 (#214) @jameslamb
• Complete Migration of IVF Helpers / Features from RAFT (#213) @tarang-jain
• Use verify-alpha-spec hook (#209) @KyleFromNVIDIA
• Fixes for publishing rust package to crates.io (#207) @benfred
• Add rust example (#206) @benfred
• Adding IVF examples (#203) @cjnolet
• Fix compilation error when _CLK_BREAKDOWN is defined in cagra. (#202) @jiangyinzuo
• DOC: update notebook link (#191) @raybellwaves
• Change cagra.build_index to cagra.build (#187) @benfred
• Add python serialization API's for ivf-pq and ivf_flat (#186) @benfred
• resolve dependency-file-generator warning, rapids-build-backend followup (#185) @jameslamb
• Adopt CI/packaging codeowners (#183) @raydouglass
• Scaling workspace resources (#181) @achirkin
• Remove text builds of documentation (#180) @vyasr
• Add refine to the Python and C api's (#175) @benfred
• Allow serialization on streams (#173) @benfred
• Forward-merge branch-24.06 into branch-24.08 (#169) @benfred
• Use rapids-build-backend (#145) @KyleFromNVIDIA
• ANN_BENCH (#130) @achirkin
• Enable random subsampling (#122) @tfeher