chore: prepare v0.7.1 and refresh library benchmarks

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Release wheels on: pull_request 9

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Check release eligibility

Linux x86-64 cp311 wheel

Linux x86-64 cp314 wheel

Linux ARM64 cp311 wheel

Linux ARM64 cp314 wheel

Windows x86-64 cp311 wheel

Windows x86-64 cp314 wheel

macOS arm64 cp311 wheel

macOS arm64 cp314 wheel

Linux x86-64 wheels

Linux ARM64 wheels (CPython 3.11–3.14)

Windows x86-64 wheels

macOS arm64 wheels (CPython 3.11–3.14)

Create version tag

Publish wheels to PyPI

Create GitHub release

Test on: pull_request 16

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C++ formatting

C++ static analysis shard 0

C++ static analysis shard 1

Shell scripts

Benchmark build and smoke

Ubuntu

Clang 23 (OpenMP ON)

Clang 23 (OpenMP OFF)

Windows x86-64 (VS 2026)

ASan and UBSan

Installed CMake consumer

Core and FastScan consumers (ubuntu-latest, OpenMP ON)

Core and FastScan consumers (ubuntu-latest, OpenMP OFF)

Core and FastScan consumers (ubuntu-24.04-arm, OpenMP ON)

Core and FastScan consumers (ubuntu-24.04-arm, OpenMP OFF)

Core and FastScan consumers (macos-15, OpenMP ON)

Core and FastScan consumers (macos-15, OpenMP OFF)

Core and FastScan consumers (windows-2025-vs2026, OpenMP ON)

Core and FastScan consumers (windows-2025-vs2026, OpenMP OFF)

Native Linux ARM64 C++

Native Apple Silicon C++

C++ static analysis

Clang validation

Core and FastScan validation

Documentation on: pull_request 3

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Build documentation

Documentation validation

Deploy documentation

Python Wheel on: pull_request 6

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Python formatting and linting

Python 3.11

Python 3.14

Python Windows x86-64 (VS 2026)

FAISS comparison script

Python validation

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