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Commits on Nov 30, 2023

• Add: SQLite binding

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• Revert: Postpone Apache Arrow integration

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• Merge branch 'main-dev' of https://github.com/unum-cloud/usearch into main-dev

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• Fix: SQLite cosine function + tests

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• Improve: Multi property lookup

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• Fix: Reported number of levels

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• Make: Change include paths

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Commits on Dec 2, 2023

• Improve: Support multi-column vectors

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Commits on Dec 17, 2023

• Fix: undefined var error in remove api

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• Merge pull request unum-cloud#321 from kernelsoe/kernelsoe-patch-1

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Commits on Dec 26, 2023

• Make: Link libpthread for older Linux GCC builds (unum-cloud#324)

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Commits on Jan 5, 2024

• Docs: README.md link to Joins (unum-cloud#327)

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• Make: npi ci (unum-cloud#330)

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Commits on Jan 9, 2024

• Fix: exporting quantization enums in Go (unum-cloud#336)

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• Build: Released 2.8.15 [skip ci]

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Commits on Jan 11, 2024

• Fix: bug reports were immediately marked invalid

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Commits on Jan 14, 2024

• Fix: Error handling, mem safety bugs unum-cloud#335 (unum-cloud#339)

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Commits on Jan 24, 2024

• Fix: SimSIMD dispatch

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• Make: Upgrade dependencies

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• Docs: Downloads numbers

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• Make: Upgrade Node environment

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• Make: Fix Node version for SemVer

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• Build: Released 2.8.16 [skip ci]

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Commits on Feb 21, 2024

• Make: Upgrade SimSIMD & StringZilla

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• Fix: Passing SQLite tests

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• Add: String distances to SQLite

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• Make: Add 3.12 wheels

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• Merge pull request unum-cloud#337 from sroussey/fix-invalid-bug-report

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• Make: Parallel CI for Python wheels

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• Docs: Py and SQLite extensions

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• Merge branch 'main-dev' of https://github.com/unum-cloud/usearch into main-dev

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Commits on Feb 22, 2024

• Make: invalid C++17 Clang arg

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• add UnitTest LoadingVector and CreateFileVector

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• Make: invalid C++17 Clang arg

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• Fix: Skip non-Linux SQLite tests

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• Docs: Header refreshed

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• Merge branch 'main' into main-dev

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• Build: Released 2.9.0 [skip ci]

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• Support ES module imports

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• Fix: wildcard ES module imports (unum-cloud#351)

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Commits on Feb 26, 2024

• Make: Clean-up the C# dir

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• Fix: Explicit narrowing conversions

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• Fix: Match enum values between C and C#

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• Improve: Test reopening index

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• Merge branch 'main-dev' into pr/ErwanL08/350

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• Improve: Report missing arguments in debug builds

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• Fix: Recovering quantization settings in load

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Commits on Feb 27, 2024

• Merge pull request unum-cloud#356 from unum-cloud/main-dev

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• Build: Released 2.9.1 [skip ci]

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Commits on Feb 28, 2024

• Fix: Add BigInt validation in index creation,Node Support

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Commits on Mar 2, 2024

• Fix: Bugfix for importlib attrib error

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Commits on Mar 3, 2024

• Merge pull request unum-cloud#361 from Omkar-Ranadive/bugfix-python-attrib-error

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• Merge pull request unum-cloud#359 from Candoyeya/357-bigint-validation

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Commits on Mar 4, 2024

• Make: Upgrade SimSIMD & StringZilla

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• Fix: index.vectors computed property

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• Docs: Comparison tolerance

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• Merge pull request unum-cloud#363 from vaheandonians/patch-1

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• Fix: ordering keys before comparison

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• Fix: multi initialization in C tests

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• Docs: New shields

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• Merge branch 'main-dev' of https://github.com/unum-cloud/usearch into main-dev

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Commits on Mar 5, 2024

• Fix: No Pearson correlation for 1d data

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• Fix: Reordering vectors before comparison

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• Merge pull request unum-cloud#362 from unum-cloud/main-dev

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• Build: Released 2.9.2 [skip ci]

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• Make: Use AVX in Windows Python images

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• Fix: mixed-precision tolerance in JS tests

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Commits on Mar 6, 2024

• Fix: Missing include

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• Make: pypy and musl wheels

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Commits on Mar 15, 2024

• Make: shared libs on MacOS are .dylib

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Commits on Mar 20, 2024

• Add: Standalone SQLite binary

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• Make: Cross-compile with Clang

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• Make: SimSIMD in Windows Python wheels

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Commits on Mar 24, 2024

• Make: Read UTF8 README on Windows

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• Make: Upgrade SimSIMD

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Commits on Mar 25, 2024

• Add: Introspect Rust builds

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• Make: Format Py lines to 120 columns

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• Improve: Python evals for exact search

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• Make: Lantern build issues

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• Merge branch 'narek/misc' into main-dev

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• Merge branch 'main-dev' of https://github.com/unum-cloud/usearch into main-dev

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• Make: Cross-compilation deps

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• Make: Add SimSIMD dynamic dispatch

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Commits on Mar 26, 2024

• Make: Avoid SimSIMD inner dispatch

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• Docs: Typo - "desnse" -> "dense" (unum-cloud#370)

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Commits on Mar 27, 2024

• Fix: OpenMP max threads issue

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• Fix: Silence false warnings

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• Make: Pull submodules before cross-comp

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• Make: SQlite as shared library

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• Docs: Cover cross-compilation

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• Make: Take SQLite source for cross-compilation

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Commits on Mar 29, 2024

• Make: Build SQLite from source

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• Fix: ascii name collision in Py

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• Fix: JIT compilation in Python

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• Improve: Concrete scalar_kind_t values

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Commits on Mar 30, 2024

• Add: Index.__repr_pretty__

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• Chore: 120-char lines in Python

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• Improve: Pass vectors to self_recall

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• Improve: bit-casting for negative flaots

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• Fix: No -Wno-vla MSVC flag

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• Make: CMP0135 CMake policy

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• Make: Fetch local or remote SQLite builds

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• Merge branch 'main-dev' of https://github.com/unum-cloud/usearch into main-dev

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• Fix: No extensions in some SQLite builds

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• Make: CMake pre 3.22 support

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• Fix: Avoid dynamic arrays for MSVC

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• Merge branch 'main-dev' of https://github.com/unum-cloud/usearch into main-dev

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Commits on Mar 31, 2024

• Make: Disable SQLite extension for Windows

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• Improve: Silence warnings

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• Make: Prebuild JS binaries (unum-cloud#342)

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• Fix: Exceptions for missing distances

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• Fix: Allow missing metric state

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• Improve: Normalize Pearson as distance

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• Improve: Clean Python w. Ruff

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• Fix: JS compilation

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• Fix: Missing download_binary arg

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• Improve: Handle failing downloads

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• Make: Upgrade SimSIMD to 4.2.2

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• Merge pull request unum-cloud#364 from unum-cloud/main-dev

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• Build: Released 2.10.0 [skip ci]

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Commits on Sep 26, 2024

• Pull in simsimd headers only if simsimd feature is enabled

  

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• Fix simd, openmp anf fp16 option value propagation to the compiler

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• Fix AVX512 detection logic

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• Avoid including simsimd before index_plugins

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• Make sure libstdc++ is statically linked in .a archives

  

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• Add clang-tidy clarification. todo:: is this needed?

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• Bring back old interface assumed in lantern

  

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• Be explicit about lock type in node_lock [backport]

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• Commit node retriever type definition

  

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• Add option to pass in new node level externally

  

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• Pass some lantern tests

  

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• Add a hack in usearch index plugin to avoid a lengthier fix in lantern's assumptions on hamming distance

  

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• Improve lib.cpp interface

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• Only do lazy loading if external retriever is passed in

  

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• Become more compatible with upstream and remove needless comments

  

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• Implement interchangable external and internal lantern storage

  

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• Use internal lantern storage in Rust bindings

  

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• Remove cpp tests not necessary in lantern

  

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• Switch to cpp17 in rust builds as well

  

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• Get rid of levels quickaccess block from lantern index storage

  

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• Add concurrency control option to the C interface

  

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• Get rid of needless alocation in lantern storage when using external

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• Improve invariant checker in storage level

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• Improve storage interface variable names

  

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• Rename lantern_storage

  

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• Rename lantern storage class

  

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• Disable benchmarks not relevant for lantern storage so the rest compile

  

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• Fix node_size_bytes non-const-ness

  

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• Add reserve() interface to bitset_gt

  

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• Switch to bitset implementation for counting visited nodes in hnsw

  

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• Partially remove APIs not used in lantern

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• Remove contains from rust interface too

  

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• Bring back retriever setter

  

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• Narek/pq index (Ngalstyan4#26)

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• Avoid unnecessary reservation of visitor list when visitor list has index size (Ngalstyan4#27)

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• Implement keep_pruned heuristic from hnsw paper

  

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• Fix member access count in search and insertion

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• Add comparisons/sec visits/query metrics to benchmark

  

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• Make connection pruning control name more consistent

  

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• Make clear how many neighbors recall is calculated with

  

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• Move neighbor functions to node_at template class

  

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• Fix uint32_t to uint40_t construction and cast

  

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• Make lantern neighbor size (slot size) configurable

  

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• Add 6 byte neighborID support and switch lantern slot type to it

  

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• Add usearch helpers for ability to look into nodes from lantern

  

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• Use 64bit IDs for node retriever

  

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• Make uint48_t hashable (todo:: maybe amend)

  

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• Add default value to uint48_t

  

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• Delete slot iterators that assume sequential slot IDs

  

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• Switch to visits_hash_set_t since slots are no longer sequential IDs

  

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• Add getter/setter API for entry_point

  

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• Pass slot externally to usearch

  

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• Add u48_k constants to available scalar_kinds in cpp (todo:: should this be added in C?)

  

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• Revert "Avoid unnecessary reservation of visitor list when visitor list has index size (Ngalstyan4#27)"

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• Add -march=native in clang compile flags to enable auto-vectorization

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• Fix keep_pruned -> skip_pruned_connections config comment

  

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• Add a compile time option to choose between hashset and bitset for visits tracking

  

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• Add node_retriever_t dummy interface to usearch storage so it compiles

  

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• Add flags for storage and bitset options to bench.cpp

  

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• Add unordered_map as option for visits tracking and default to than in lib.cpp

  

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• trim offset before hashing tids

  

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• Add choise of 3 hash set type to bench cpp

  

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• reformat conditional choice of visits container type

  

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• Revert back to growing hashset after fixing the hash function

  

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• Add hasher specialization in storage layer

  

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• Move rust API to use lantern_slot_t

  

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• Fix default uint48_t hasher

  

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• Make sure hashing forks when usearch is used inside pg, both with external and internal storage

  

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• change some types to unsigned long long to avoid pg/C implicit cast

  

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• Remove unnecessary include

  

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• Fix compile errors and warnings for standalone tests

  

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• Use generic compressed_slot_t in place of size_t whenever available to avoid issues when size_t is small

  

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• Add cstdint header necessary for correct USEARCH_64BIT_ENV definition

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• Fix uint48 constructors

  

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• Use uint64_t in palce of size_t in iterator and cref types of slots

  

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• Fix lantern uint48 hashser to return size_t independent hash

  

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• Fix usearch hashers to not silently cast to potentially 4bit size_t

  

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• Avoid copying outside of entryslot deined bytes

  

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• Remove unneeded constructor

  

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• Fix: Exhastive Search

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• Enable implicit cast to compressed_slot_t from size_t in emscripten

  

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• Fix size_t constructor of uint48_t on emacsripten and clang

  

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• Remove outdated todo comment on usearch_init_option handling

  

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• Remove an old hamming distance bug planted by me. todo:: see its effect on regression tests

  

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• Define l2 and cosine distances on bitfields and implicitly call hamming distance under the hood

  

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• A hack to handle sub-byte scalar lengths in lantern storage

  

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• Scalar bytes to scalar bits

  

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• Pass level and slot in all search functions

  

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• Clamp before downcasting in float to i8 conversions

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• Remove unintuitive bool cast operators

  

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• Reset cast buffer so it can be set with bitmask ORs

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• fix scalar_bytes -> scalar_bits in rust lib

  

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• Implement streaming continuation of an existing hnsw index search

  

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• Remove debug log on continue_search

  

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• add add_raw function in rust bindings to add vector from raw bytes, fix typo in tests and benchmark

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• update simsimd to v4.2.2

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