ruview @ v1753

integrity

size: 61.7 MiB
downloaded: 2026-07-23 13:20 UTC
last checked: 2026-07-23 13:20 UTC

source https://github.com/ruvnet/RuView · available · github

release notes

Automated release from CI pipeline

Changes: feat(ADR-261): ruvector HNSW graph-ANN (25x measured vs linear) + honest SymphonyQG-direction refutation (#1063)

feat(ruvector): real float HNSW + SymphonyQG-style quantized-traversal index (ADR-261)

Adds the graph-ANN index the ruvector retrieval path was missing (ADR-156 §5 #1 noted there was no HNSW baseline to measure SymphonyQG against).

hnsw.rs: correct float HNSW (Malkov & Yashunin) — multi-layer NSW graph, ef_construction/ef_search, Algorithm-4 neighbour selection, seeded- deterministic level assignment (SplitMix64, reused from rotation.rs), L2 + cosine, brute-force ground truth, full degenerate-case guards. recall@10 correctness gate >=0.95 vs brute force (L2 + cosine).
hnsw_quantized.rs: SymphonyQG-style variant — same graph, traversal scored by cheap 1-bit Hamming over the RaBitQ Pass-2 rotated sign code, final exact-float rerank.
ann_measure.rs: shared deterministic planted-cluster fixture + recall/QPS measurement (ann_bench_report is the ADR source of truth).

Fixes an index-out-of-bounds bug the recall gate caught: insert wired bidirectional edges before pushing the node's own link row. +20 tests, ruvector lib 131->151, 0 failed.

Co-Authored-By: claude-flow ruv@ruv.net

bench(ruvector): criterion ann_bench for HNSW vs quantized vs linear (ADR-261)

Times the same shared ann_measure fixture/indices through criterion so the bench and the report test can never measure different graphs.

Co-Authored-By: claude-flow ruv@ruv.net

docs(adr-261): graph-ANN index ADR with MEASURED HNSW vs quantized verdict

ADR-261 (Accepted): float HNSW ~25x QPS over linear scan at recall >=0.99 (the baseline ADR-156 said was missing). Honest negative: the 1-bit quantized traversal is too coarse to beat float HNSW at equal recall at N=10k (best recall 0.738, no >=0.90 equal-recall point) — the SymphonyQG 3.5-17x is NOT reproduced by our 1-bit construction; expected crossover at large N + a multi-bit code. Caveat: our HNSW + our quant, not SymphonyQG's system — direction tested, not a 1:1 reproduction.

ADR-156 §5 #1 + §8 backlog: CLAIMED -> MEASURED-direction-tested. CHANGELOG [Unreleased] entry.

Co-Authored-By: claude-flow ruv@ruv.net

Docker Image: ghcr.io/ruvnet/RuView:f756a8af493a960a5217e39776685668bcdf19ad

download

unix · zip

curl -fL -o v1753.zip https://ratatoskr.space/pkg/ruview/v1753.zip
                    printf '%s  %s\n' 'f9bb76a2f1d750c4190c5cf50d7b10e04ee5b1ab0ea8495d62c469775309a3ef' 'v1753.zip' | sha256sum -c -

windows · zip

$url = "https://ratatoskr.space/pkg/ruview/v1753.zip"
$out = "v1753.zip"
Invoke-WebRequest -Uri $url -OutFile $out
if ((Get-FileHash $out -Algorithm SHA256).Hash.ToLowerInvariant() -ne "f9bb76a2f1d750c4190c5cf50d7b10e04ee5b1ab0ea8495d62c469775309a3ef") { throw "sha256 mismatch" }

unix · tar.gz

curl -fL -o v1753.tar.gz https://ratatoskr.space/pkg/ruview/v1753.tar.gz
                    printf '%s  %s\n' '62ca121373af5492bb363ae6cc79960b334da1ec7d2a0aba68544a73b9196886' 'v1753.tar.gz' | sha256sum -c -

windows · tar.gz

$url = "https://ratatoskr.space/pkg/ruview/v1753.tar.gz"
$out = "v1753.tar.gz"
Invoke-WebRequest -Uri $url -OutFile $out
if ((Get-FileHash $out -Algorithm SHA256).Hash.ToLowerInvariant() -ne "62ca121373af5492bb363ae6cc79960b334da1ec7d2a0aba68544a73b9196886") { throw "sha256 mismatch" }

download via yggdrasil mesh

unix · zip

curl -fL -o v1753.zip http://14cc7d57b5e70f679b851fe5b272ce17c70632ff4beb5b35ab64bc706b2485af.pk.ygg/pkg/ruview/v1753.zip
                    printf '%s  %s\n' 'f9bb76a2f1d750c4190c5cf50d7b10e04ee5b1ab0ea8495d62c469775309a3ef' 'v1753.zip' | sha256sum -c -

windows · zip

$url = "http://14cc7d57b5e70f679b851fe5b272ce17c70632ff4beb5b35ab64bc706b2485af.pk.ygg/pkg/ruview/v1753.zip"
$out = "v1753.zip"
Invoke-WebRequest -Uri $url -OutFile $out
if ((Get-FileHash $out -Algorithm SHA256).Hash.ToLowerInvariant() -ne "f9bb76a2f1d750c4190c5cf50d7b10e04ee5b1ab0ea8495d62c469775309a3ef") { throw "sha256 mismatch" }

unix · tar.gz

curl -fL -o v1753.tar.gz http://14cc7d57b5e70f679b851fe5b272ce17c70632ff4beb5b35ab64bc706b2485af.pk.ygg/pkg/ruview/v1753.tar.gz
                    printf '%s  %s\n' '62ca121373af5492bb363ae6cc79960b334da1ec7d2a0aba68544a73b9196886' 'v1753.tar.gz' | sha256sum -c -

windows · tar.gz

$url = "http://14cc7d57b5e70f679b851fe5b272ce17c70632ff4beb5b35ab64bc706b2485af.pk.ygg/pkg/ruview/v1753.tar.gz"
$out = "v1753.tar.gz"
Invoke-WebRequest -Uri $url -OutFile $out
if ((Get-FileHash $out -Algorithm SHA256).Hash.ToLowerInvariant() -ne "62ca121373af5492bb363ae6cc79960b334da1ec7d2a0aba68544a73b9196886") { throw "sha256 mismatch" }

artifact	format	size	hashes
v1753.zip	zip	61.7 MiB	blake3-24 b79af16f0061acca022567225edfecf58d586f09759267c7 sha256 f9bb76a2f1d750c4190c5cf50d7b10e04ee5b1ab0ea8495d62c469775309a3ef sha1 d94b15e9442b609f3bf8c35b0a806c02bb9c8cfa
v1753.tar.gz	tar.gz	59.9 MiB	blake3-24 0657489350bbb085c3ca9352277f6bdaa096047e6b5f36e3 sha256 62ca121373af5492bb363ae6cc79960b334da1ec7d2a0aba68544a73b9196886 sha1 61ce7bfba8734f8a43e3469ced60abdc52245a47

install

bazel

http_archive(
    name = "ruview",
    urls = ["https://ratatoskr.space/pkg/ruview/v1753.tar.gz"],
    integrity = "sha256-YsoSE3OvVJK7NjrmzHmWCzNNoex9Kgq6aFRKc7kZaIY=",
    strip_prefix = "ruview-v1753",
)

zig

.url = "https://ratatoskr.space/pkg/ruview/v1753.tar.gz",

install via yggdrasil mesh

bazel

http_archive(
    name = "ruview",
    urls = ["http://14cc7d57b5e70f679b851fe5b272ce17c70632ff4beb5b35ab64bc706b2485af.pk.ygg/pkg/ruview/v1753.tar.gz"],
    integrity = "sha256-YsoSE3OvVJK7NjrmzHmWCzNNoex9Kgq6aFRKc7kZaIY=",
    strip_prefix = "ruview-v1753",
)

zig

.url = "http://14cc7d57b5e70f679b851fe5b272ce17c70632ff4beb5b35ab64bc706b2485af.pk.ygg/pkg/ruview/v1753.tar.gz",

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