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rUv 8f97421297
research(nightly): rairs-ivf — RAIRS IVF, ruvector's first Inverted File Index (ADR-193) (#459) 
* feat(rairs-ivf): add RAIRS IVF — ruvector's first Inverted File Index (ADR-193)

Implements Yang & Chen, SIGMOD 2026 (arXiv:2601.07183): three variants of
IVF with Redundant Assignment + Amplified Inverse Residual + SEIL layout.

Three measurable variants (N=5K, D=128, 64 clusters, cargo --release):
  IvfFlat      nprobe=1 recall@10  61.3%  mem 2,571 KB  26,984 QPS
  RairsStrict  nprobe=1 recall@10  83.8%  mem 5,110 KB  13,243 QPS
  RairsSeil    nprobe=1 recall@10  93.1%  mem 2,571 KB  13,582 QPS

RairsSeil: +31.8 pp recall at nprobe=1 vs IvfFlat with identical memory.

Files:
  crates/ruvector-rairs/         — new crate (IvfFlat, RairsStrict, RairsSeil)
  docs/adr/ADR-193-rairs-ivf.md  — architecture decision record
  docs/research/nightly/2026-05-12-rairs-ivf/README.md — SOTA survey + results
  Cargo.toml                     — workspace member added

10/10 unit tests pass. cargo build --release -p ruvector-rairs green.

* perf(ruvector-rairs): SIMD-friendly distance kernels + partial-select top-k; fix clippy/fmt; flag unverified citation

Optimizations (recall unchanged; ~2.3–2.9× single-thread QPS across all
variants/nprobe on x86-64):
- index.rs: rewrite l2sq/dot as 8-lane unrolled reductions so LLVM
  auto-vectorises the f32 accumulation (the naïve iter().sum() can't — f32
  add isn't associative). This is the hot path: every centroid scan + every
  list-entry distance.
- index.rs: add finalize_topk() / top_nprobe_centroids() using
  select_nth_unstable (O(n) avg) instead of full O(n log n) sorts of every
  candidate / every centroid; all three search() impls use them. Distance
  ordering switched to f32::total_cmp — no more partial_cmp().unwrap() panics.
- rairs.rs: rair_score is now allocation-free (no per-call Vec for the diff);
  search() dedups ids with a reused bool scratch array instead of allocating
  a HashSet per query.
- seil.rs: block-visited dedup uses a flat bool array indexed via per-list
  prefix sums instead of a per-query HashSet<(usize,usize)>.

Fixes:
- clippy `-D warnings` now passes: documented the 6 RairsError struct fields
  + RairsSeil::lambda; elided the explicit lifetime on resolve_block.
- cargo fmt --check now passes (benches/rairs_bench.rs import ordering, etc.).
- lib.rs + ADR-193 + the research README now carry a Provenance note: the
  "RAIRS/SEIL" names and the SIGMOD-2026 / arXiv:2601.07183 citation are
  unverified; the crate is an original implementation of the redundant-
  assignment idea (cf. IVF spill lists / SOAR / multi-probe LSH) and should
  be judged on src/main.rs's reproducible benchmarks, not the reference.

cargo test -p ruvector-rairs: 10/10 pass; recall@10 at nprobe∈{1,4,16}
unchanged (61.3/97.9/100 IvfFlat, 83.8/99.4/100 RairsStrict,
93.1/99.9/100 RairsSeil); index memory unchanged.

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

---------

Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: ruvnet <ruvnet@gmail.com>
2026-05-12 09:47:19 -04:00
..
coherence-engine feat(prime-radiant): Universal Coherence Engine with Sheaf Laplacian AI Safety (#131) 2026-01-22 21:27:27 -05:00
delta-behavior feat(delta-behavior): Complete Δ-behavior implementation with WASM 2026-01-28 04:18:34 +00:00
quantum-engine feat(ruqu): add quantum execution intelligence engine with 5 backends 2026-02-12 12:55:21 -05:00
temporal-tensor-store feat(rvf): RuVector Format — Universal Cognitive Container SDK (#166) 2026-02-14 13:14:49 -05:00
ADR-001-ruvector-core-architecture.md feat(rvf): RuVector Format — Universal Cognitive Container SDK (#166) 2026-02-14 13:14:49 -05:00
ADR-002-ruvllm-integration.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-003-simd-optimization-strategy.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-004-kv-cache-management.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-005-wasm-runtime-integration.md feat(rvf): RuVector Format — Universal Cognitive Container SDK (#166) 2026-02-14 13:14:49 -05:00
ADR-006-memory-management.md fix(docs): correct ADR cross-references in ADR-006 Related field 2026-04-15 13:20:47 -03:00
ADR-007-security-review-technical-debt.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-008-mistral-rs-integration.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-009-structured-output.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-010-function-calling.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-011-prefix-caching.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-012-security-remediation.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-013-huggingface-publishing.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-014-coherence-engine.md feat(prime-radiant): Universal Coherence Engine with Sheaf Laplacian AI Safety (#131) 2026-01-22 21:27:27 -05:00
ADR-015-coherence-gated-transformer.md feat(prime-radiant): Universal Coherence Engine with Sheaf Laplacian AI Safety (#131) 2026-01-22 21:27:27 -05:00
ADR-016-delta-behavior-ddd-architecture.md feat(delta-behavior): Complete Δ-behavior implementation with WASM 2026-01-28 04:18:34 +00:00
ADR-017-temporal-tensor-compression.md feat: Add ADR-017 temporal tensor compression with tiered quantization 2026-02-06 00:28:21 +00:00
ADR-024-craftsman-ultra-30b-1bit-bitnet-integration.md fix: ADR structural cleanup — resolve duplicates, fix filenames, enable Firestore persistence (#232) 2026-03-03 18:54:24 +00:00
ADR-025-exo-ai-multiparadigm-integration.md fix: ADR structural cleanup — resolve duplicates, fix filenames, enable Firestore persistence (#232) 2026-03-03 18:54:24 +00:00
ADR-026-rvcow-branching-and-real-cognitive-containers.md fix: ADR structural cleanup — resolve duplicates, fix filenames, enable Firestore persistence (#232) 2026-03-03 18:54:24 +00:00
ADR-027-hnsw-parameterized-query-fix.md fix: ADR structural cleanup — resolve duplicates, fix filenames, enable Firestore persistence (#232) 2026-03-03 18:54:24 +00:00
ADR-028-ehealth-platform-architecture.md feat: add package.json for rvdna example with WASM bindings and build scripts 2026-02-12 15:32:55 +00:00
ADR-029-rvf-canonical-format.md docs(adr): update ADRs with implementation details from rvf-types 2026-02-16 02:58:43 +00:00
ADR-030-rvf-cognitive-container.md docs(adr): update ADRs with implementation details from rvf-types 2026-02-16 02:58:43 +00:00
ADR-031-rvf-example-repository.md feat(rvf): RuVector Format — Universal Cognitive Container SDK (#166) 2026-02-14 13:14:49 -05:00
ADR-032-rvf-wasm-integration.md feat(rvf): expose AGI components via npm packages 2026-02-17 01:41:13 +00:00
ADR-033-progressive-indexing-hardening.md harden(adr-033): QualityEnvelope, triple budget caps, selective scan, fuzz benchmark 2026-02-15 16:00:16 +00:00
ADR-034-qr-cognitive-seed.md feat(adr-034): zero-dep QR cognitive seed with real crypto and mobile FFI 2026-02-15 17:54:26 +00:00
ADR-035-capability-report.md feat(adr-035): capability report — witness bundles, scorecards, governance 2026-02-15 18:22:15 +00:00
ADR-036-agi-cognitive-container.md feat(rvf): expose AGI components via npm packages 2026-02-17 01:41:13 +00:00
ADR-037-publishable-rvf-acceptance-test.md feat(rvf): expose AGI components via npm packages 2026-02-17 01:41:13 +00:00
ADR-038-npx-ruvector-rvlite-witness-integration.md docs(adr): ADR-038 npx ruvector & rvlite witness verification integration 2026-02-16 00:17:00 +00:00
ADR-039-rvf-solver-wasm-agi-integration.md feat(rvf): add Causal Atlas dashboard, solver fixes, and desktop app 2026-02-20 18:01:09 +00:00
ADR-040-causal-atlas-rvf-runtime-planet-detection.md docs: update ADR-040/040b with recent enhancements 2026-03-16 23:14:43 -04:00
ADR-040a-planet-detection-dashboard.md docs: ADR-040 sub-splits and real_microlensing doc cleanup 2026-03-16 23:14:43 -04:00
ADR-040b-microlensing-graphcut-extensions.md docs: update ADR-040/040b with recent enhancements 2026-03-16 23:14:43 -04:00
ADR-042-Security-RVF-AIDefence-TEE.md feat(security): Security Hardened RVF v3.0 — 30 capabilities verified 2026-02-21 17:39:58 +00:00
ADR-043-external-intelligence-providers.md feat(intelligence): ADR-043 External Intelligence Providers for SONA Learning 2026-02-21 18:00:06 +00:00
ADR-044-ruvector-postgres-v03-extension-upgrade.md feat: add 43 new SQL functions in ruvector-postgres v0.3.0 (ADR-044) 2026-02-21 20:38:43 +00:00
ADR-045-lean-agentic-integration.md feat: add formal verification layer with lean-agentic dependent types 2026-02-25 03:45:18 +00:00
ADR-046-graph-transformer-architecture.md feat: proof-gated graph transformer with 8 verified modules 2026-02-25 14:24:53 +00:00
ADR-047-proof-gated-mutation-protocol.md feat: proof-gated graph transformer with 8 verified modules 2026-02-25 14:24:53 +00:00
ADR-048-sublinear-graph-attention.md feat: proof-gated graph transformer with 8 verified modules 2026-02-25 14:24:53 +00:00
ADR-049-verified-training-pipeline.md feat: proof-gated graph transformer with 8 verified modules 2026-02-25 14:24:53 +00:00
ADR-050-graph-transformer-bindings.md feat: proof-gated graph transformer with 8 verified modules 2026-02-25 14:24:53 +00:00
ADR-051-physics-informed-graph-layers.md feat: proof-gated graph transformer with 8 verified modules 2026-02-25 14:24:53 +00:00
ADR-052-biological-graph-layers.md feat: proof-gated graph transformer with 8 verified modules 2026-02-25 14:24:53 +00:00
ADR-053-temporal-causal-graph-layers.md feat: proof-gated graph transformer with 8 verified modules 2026-02-25 14:24:53 +00:00
ADR-054-economic-graph-layers.md feat: proof-gated graph transformer with 8 verified modules 2026-02-25 14:24:53 +00:00
ADR-055-manifold-graph-layers.md feat: proof-gated graph transformer with 8 verified modules 2026-02-25 14:24:53 +00:00
ADR-056-rvf-knowledge-export.md Add developer quickstart guide and knowledge export JSON 2026-02-27 03:41:13 +00:00
ADR-057-federated-rvf-transfer-learning.md fix(brain): defer sparsifier build on startup for large graphs 2026-03-24 12:29:52 +00:00
ADR-058-hash-security-optimization.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-059-shared-brain-google-cloud.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-060-shared-brain-capabilities.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-061-reasoning-kernel-architecture.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-062-brainpedia-architecture.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-063-wasm-executable-nodes.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-064-pi-brain-infrastructure.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-065-npm-publishing-strategy.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-066-sse-mcp-transport.md feat(sse): decouple SSE to mcp.pi.ruv.io proxy + Claude Code source research 2026-04-02 23:39:56 +00:00
ADR-067-mcp-gate-permit-system.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-068-domain-expansion-transfer-learning.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-069-google-edge-network-deployment.md feat(sse): decouple SSE to mcp.pi.ruv.io proxy + Claude Code source research 2026-04-02 23:39:56 +00:00
ADR-070-npx-ruvector-unified-integration.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-071-npx-ruvector-ecosystem-gap-analysis.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-072-rvf-example-management-downloads.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-073-pi-platform-security-optimization.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-074-ruvllm-neural-embeddings.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-075-rvf-agi-stack-brain-integration.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-076-agi-capability-wiring-architecture.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-077-midstream-brain-integration.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-078-npx-ruvector-midstream-integration.md fix: ruvector-postgres v0.3.1 — audit bug fixes, 46 SQL functions, Docker publish (#227) 2026-03-03 12:53:10 -05:00
ADR-079-sql-audit-script-hardening.md fix: ruvector-postgres v0.3.2 — 100% audit pass (HNSW + hybrid fixes) (#230) 2026-03-03 13:21:48 -05:00
ADR-080-npx-ruvector-deep-capability-audit.md fix: correct ADR-080 audit discrepancies verified against source (#231) 2026-03-03 13:28:27 -05:00
ADR-081-brain-server-v028-deploy-cli-fixes.md feat: brain server v0.2.10 — bug fixes, GET /v1/pages, 9 MCP tools (#234) 2026-03-03 17:06:23 -05:00
ADR-082-brain-security-hardening.md feat: brain training loops — background SONA + Pareto, POST /v1/train, CLI + MCP (#236) 2026-03-06 08:35:50 -05:00
ADR-083-brain-training-loops.md feat: brain training loops — background SONA + Pareto, POST /v1/train, CLI + MCP (#236) 2026-03-06 08:35:50 -05:00
ADR-084-ruvllm-wasm-publish.md feat: ruvllm-wasm v2.0.0 — first functional WASM publish 2026-03-06 14:55:34 +00:00
ADR-085-neural-trader-ruvector.md fix: renumber ADR-084 → ADR-085, fix unused deps in neural-trader crates 2026-03-06 19:12:33 +00:00
ADR-086-neural-trader-wasm.md feat: add neural-trader-wasm crate with WASM bindings and ADR-086 2026-03-08 16:17:58 +00:00
ADR-087-ruvix-cognition-kernel.md feat(ruvix): implement CLI, kernel shell, and PBFT consensus (#261) 2026-03-14 16:25:03 -04:00
ADR-088-cnn-contrastive-integration.md feat(ruvector-cnn): CNN contrastive learning + SIMD optimization fixes (#252) 2026-03-11 17:41:53 -04:00
ADR-089-cnn-browser-demo.md feat: add interactive CNN browser demo for GitHub Pages (#253) 2026-03-11 17:50:42 -04:00
ADR-090-implementation-checklist.md docs(adr): add governance improvements to ADR-090/091, create ADR-092, add implementation checklists 2026-03-12 10:47:00 -04:00
ADR-090-ultra-low-bit-qat-pi-quantization-ddd.md feat(ruvllm): implement ADR-090 Ultra-Low-Bit QAT & Pi-Quantization 2026-03-12 12:36:36 -04:00
ADR-091-implementation-checklist.md docs(adr): add governance improvements to ADR-090/091, create ADR-092, add implementation checklists 2026-03-12 10:47:00 -04:00
ADR-091-int8-cnn-quantization-ddd.md feat(ruvllm): implement ADR-090 Ultra-Low-Bit QAT & Pi-Quantization 2026-03-12 12:36:36 -04:00
ADR-092-moe-memory-aware-routing-ddd.md docs(adr): add governance improvements to ADR-090/091, create ADR-092, add implementation checklists 2026-03-12 10:47:00 -04:00
ADR-093-daily-discovery-brain-training.md feat: update ADR-093 + add deploy_trainer.sh for Cloud Run scheduling 2026-03-16 23:14:43 -04:00
ADR-093-deepagents-rust-conversion-overview.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-094-deepagents-backend-protocol-traits.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-094-pi-shared-web-memory.md fix: deep review of ADR-094 web memory — no stubs, all capabilities verified 2026-03-16 23:16:24 -04:00
ADR-095-deepagents-middleware-pipeline.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-095-pi-api-v2-capabilities.md docs: ADR-095 — π.ruv.io API v2 full capability surface 2026-03-16 23:16:24 -04:00
ADR-096-cloud-pipeline-realtime-optimization.md docs: ADR-096 cloud-native pipeline, real-time injection & Common Crawl integration 2026-03-16 23:17:01 -04:00
ADR-096-deepagents-tool-system.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-097-deepagents-subagent-orchestration.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-098-deepagents-memory-skills-summarization.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-099-deepagents-cli-acp-server.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-100-deepagents-rvf-integration-crate-structure.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-101-deepagents-testing-strategy.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-102-deepagents-implementation-roadmap.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-103-deepagents-review-amendments.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-104-rvagent-mcp-skills-topology.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-105-rvagent-mcp-implementation-details.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-106-ruvix-kernel-rvf-integration.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-107-rvagent-native-swarm-wasm.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-108-rvagent-ruvbot-integration.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-109-backup-disaster-recovery.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-110-neural-symbolic-internal-voice.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-111-ruvocal-ui-rvagent-integration.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-112-rvagent-mcp-server.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-113-rvf-app-gallery-ruvix-applications.md feat(rvAgent): Complete DeepAgents Rust Conversion (ADR-093 → ADR-103) (#262) 2026-03-16 09:52:32 -04:00
ADR-114-ruvector-core-hash-placeholders.md feat(ruvector-core): add OnnxEmbedding for real semantic embeddings (#265) 2026-03-16 11:46:47 -04:00
ADR-115-common-crawl-temporal-compression.md feat: DrAgnes + Common Crawl WET + Gemini grounding agents (#282) 2026-03-23 10:12:50 -04:00
ADR-116-spectral-sparsifier-brain-integration.md chore: move ADR-116 to docs/adr/ 2026-03-20 15:15:39 +00:00
ADR-117-canonical-mincut-pseudo-deterministic.md docs: update ADR-117/124 to shipped status, bump sona to 0.1.9 2026-03-24 14:46:15 +00:00
ADR-117-dragnes-dermatology-intelligence-platform.md feat: DrAgnes + Common Crawl WET + Gemini grounding agents (#282) 2026-03-23 10:12:50 -04:00
ADR-118-cost-effective-crawl-strategy.md feat: DrAgnes + Common Crawl WET + Gemini grounding agents (#282) 2026-03-23 10:12:50 -04:00
ADR-119-historical-crawl-evolutionary-comparison.md feat: DrAgnes + Common Crawl WET + Gemini grounding agents (#282) 2026-03-23 10:12:50 -04:00
ADR-120-wet-processing-pipeline.md feat: DrAgnes + Common Crawl WET + Gemini grounding agents (#282) 2026-03-23 10:12:50 -04:00
ADR-121-gemini-grounding-integration.md feat: DrAgnes + Common Crawl WET + Gemini grounding agents (#282) 2026-03-23 10:12:50 -04:00
ADR-122-rvagent-gemini-grounding-agents.md feat: DrAgnes + Common Crawl WET + Gemini grounding agents (#282) 2026-03-23 10:12:50 -04:00
ADR-123-brain-cognitive-enrichment.md fix(brain): add 30s grace period to SSE session cleanup + ADR-123 cognitive enrichment 2026-03-23 21:24:59 +00:00
ADR-124-dynamic-partition-cache.md docs: update ADR-117/124 to shipped status, bump sona to 0.1.9 2026-03-24 14:46:15 +00:00
ADR-125-resend-email-brain-integration.md feat(brain): add Resend email integration with pixel tracking (ADR-125) 2026-03-24 22:37:01 +00:00
ADR-126-google-chat-brain-integration.md feat(brain): add Google Chat bot handler with Cards V2 (ADR-126) 2026-03-24 23:04:45 +00:00
ADR-127-gist-deep-research-loop.md docs: ADR-127 gist deep research loop architecture 2026-03-25 17:40:38 +00:00
ADR-128-sota-gap-implementations.md Add SOTA gap implementations: hybrid search, MLA, KV-cache, SSM, Graph RAG (#304) 2026-03-27 10:12:48 -04:00
ADR-129-ruvltra-gcloud-training-turboquant.md feat(training): ADR-129 RuvLTRA training pipeline — calibration, SFT, benchmarks, HF publishing 2026-03-30 07:58:07 -04:00
ADR-130-mcp-sse-decoupling-midstream-queue.md feat(sse): decouple SSE to mcp.pi.ruv.io proxy + Claude Code source research 2026-04-02 23:39:56 +00:00
ADR-131-consciousness-metrics-crate.md feat(consciousness): SOTA IIT Φ, causal emergence, quantum collapse crate (ADR-131) 2026-03-31 16:36:25 -04:00
ADR-132-e2e-browser-testing-claude-flow.md feat(decompiler): 95.7% accuracy — beats SOTA by 32.7 points 2026-04-03 02:58:36 +00:00
ADR-132-ruvix-hypervisor-core.md feat(rvm): security audit remediation, TEE cryptographic verification, performance hardening 2026-04-04 18:01:48 -04:00
ADR-133-claude-code-source-analysis.md feat(sse): decouple SSE to mcp.pi.ruv.io proxy + Claude Code source research 2026-04-02 23:39:56 +00:00
ADR-133-partition-object-model.md feat(rvm): RVM — Coherence-Native Microhypervisor for the Agentic Age 2026-04-04 12:10:19 -04:00
ADR-134-ruvector-claude-code-deep-integration.md feat(sse): decouple SSE to mcp.pi.ruv.io proxy + Claude Code source research 2026-04-02 23:39:56 +00:00
ADR-134-witness-schema-log-format.md feat(rvm): security audit remediation, TEE cryptographic verification, performance hardening 2026-04-04 18:01:48 -04:00
ADR-135-mincut-decompiler-with-witness-chains.md docs(adr): update ADR-135 — expand to 8-phase pipeline 2026-04-03 03:26:21 +00:00
ADR-135-proof-verifier-design.md feat(rvm): security audit remediation, TEE cryptographic verification, performance hardening 2026-04-04 18:01:48 -04:00
ADR-136-gpu-trained-deobfuscation-model.md docs(adr): update ADR-136 — real source map training (140K+ pairs) 2026-04-03 03:49:48 +00:00
ADR-136-memory-hierarchy-reconstruction.md feat(rvm): RVM — Coherence-Native Microhypervisor for the Agentic Age 2026-04-04 12:10:19 -04:00
ADR-137-bare-metal-boot-sequence.md feat(rvm): RVM — Coherence-Native Microhypervisor for the Agentic Age 2026-04-04 12:10:19 -04:00
ADR-137-npm-decompiler-cli-and-mcp.md docs(adr): update ADR-137 — deployed status, --runnable mode, --validate 2026-04-03 03:39:12 +00:00
ADR-138-llm-weight-decompiler.md feat(decompiler): LLM weight decompiler + API prober (ADR-138) 2026-04-03 19:08:30 +00:00
ADR-138-seed-hardware-bring-up.md feat(rvm): RVM — Coherence-Native Microhypervisor for the Agentic Age 2026-04-04 12:10:19 -04:00
ADR-139-appliance-deployment-model.md feat(rvm): RVM — Coherence-Native Microhypervisor for the Agentic Age 2026-04-04 12:10:19 -04:00
ADR-139-rvagent-claude-code-optimization.md docs(adr): ADR-139 RVAgent optimization using decompiled Claude Code 2026-04-03 21:08:13 +00:00
ADR-140-agent-runtime-adapter.md feat(rvm): RVM — Coherence-Native Microhypervisor for the Agentic Age 2026-04-04 12:10:19 -04:00
ADR-141-coherence-engine-kernel-integration.md docs(rvm): update README stats, add ADR-141 coherence engine integration 2026-04-04 16:01:35 -04:00
ADR-142-tee-backed-cryptographic-verification.md feat(rvm): security audit remediation, TEE cryptographic verification, performance hardening 2026-04-04 18:01:48 -04:00
ADR-143-hearmusica-tympan-rust-port.md feat(musica): structure-first audio separation via dynamic mincut (#337) 2026-04-08 12:23:48 -05:00
ADR-143-implement-missing-capabilities.md feat(ruvector): integrate @ruvector/diskann as optional peerDep 2026-04-06 22:16:06 -04:00
ADR-144-candle-whisper-musica-transcription.md feat(musica): structure-first audio separation via dynamic mincut (#337) 2026-04-08 12:23:48 -05:00
ADR-144-diskann-vamana-implementation.md docs(adr): ADR-144 DiskANN/Vamana implementation design + benchmarks 2026-04-06 22:18:43 -04:00
ADR-144-monorepo-quality-analysis-strategy.md feat(quality): ADR-144 monorepo quality analysis — Phase 1 critical fixes (#336) 2026-04-06 21:19:13 -04:00
ADR-145-wasm-training-pipeline-fixes.md fix(training): WASM contrastive loss + NAPI optimizer step (#339) 2026-04-06 21:41:54 -04:00
ADR-146-diskann-vamana-implementation.md feat(musica): structure-first audio separation via dynamic mincut (#337) 2026-04-08 12:23:48 -05:00
ADR-147-stacked-kv-cache-triattention-turboquant.md research(kv-cache): TriAttention + TurboQuant stacked compression analysis (#342) 2026-04-08 13:29:16 -05:00
ADR-148-brain-hypothesis-engine.md feat(brain): autonomous discovery pipeline + daily gist publishing + email improvements (#349) 2026-04-13 16:05:38 -04:00
ADR-149-brain-performance-optimizations.md docs(adr): ADR-149 brain performance optimizations — SIMD + quality gate + batch graph + incremental LoRA 2026-04-13 17:11:20 -04:00
ADR-150-pi-brain-ruvltra-tailscale.md docs(adr): ADR-150 π Brain + RuvLtra via Tailscale — semantic embedding upgrade 2026-04-14 17:47:44 -04:00
ADR-151-miller-rabin-prime-optimizations.md docs(adr): ADR-151 + PRD §6 — Phase 0 findings, revised perf targets, Grok review 2026-04-16 14:41:02 -04:00
ADR-153-kalshi-neural-trader-integration.md Merge main into feat/ruvector-kalshi; renumber kalshi ADR 151→153 2026-04-21 10:03:23 -04:00
ADR-154-rabitq-rotation-binary-quantization.md feat(rabitq): add RaBitQ rotation-based 1-bit quantization crate (ADR-154) 2026-04-23 07:56:23 +00:00
ADR-155-rulake-datalake-layer.md docs(adr-155): cache-first reframe + 95% gate + strategic questions 2026-04-23 19:56:38 -04:00
ADR-156-rulake-as-memory-substrate.md test(rulake): brain_substrate_acceptance — the six-guarantee loop 2026-04-23 20:28:16 -04:00
ADR-157-optional-accelerator-plane.md docs(adr-157): optional accelerator plane — VectorKernel trait + dispatch 2026-04-23 20:04:58 -04:00
ADR-158-optional-rotation-and-qvcache-positioning.md feat(rabitq): Hadamard rotation integration + ADR-158 positioning 2026-04-23 23:07:50 -04:00
ADR-159-rvagent-a2a-protocol.md docs(adr): add ADR-159 — A2A (Agent-to-Agent) Protocol Support for rvAgent 2026-04-25 16:58:16 -04:00
ADR-160-acorn-filtered-hnsw.md research(nightly): ACORN — predicate-agnostic filtered HNSW (#391) 2026-04-27 00:29:37 -04:00
ADR-161-rabitq-wasm-npm-package.md feat(wasm): publish @ruvector/rabitq-wasm and @ruvector/acorn-wasm to npm (#394) 2026-04-26 23:10:39 -04:00
ADR-162-acorn-wasm-npm-package.md feat(wasm): publish @ruvector/rabitq-wasm and @ruvector/acorn-wasm to npm (#394) 2026-04-26 23:10:39 -04:00
ADR-165-tiny-ruvllm-agents-on-esp32-soCs.md feat(ruvector-hailo): NPU embedding backend + multi-Pi cluster (ADRs 167-170) (#413) 2026-05-04 08:30:40 -04:00
ADR-166-esp32-rust-cross-compile-bringup-ops.md feat(ruvector-hailo): NPU embedding backend + multi-Pi cluster (ADRs 167-170) (#413) 2026-05-04 08:30:40 -04:00
ADR-167-ruvector-hailo-npu-embedding-backend.md feat(ruvector-hailo): NPU embedding backend + multi-Pi cluster (ADRs 167-170) (#413) 2026-05-04 08:30:40 -04:00
ADR-168-ruvector-hailo-cluster-cli-surface.md feat(ruvector-hailo): NPU embedding backend + multi-Pi cluster (ADRs 167-170) (#413) 2026-05-04 08:30:40 -04:00
ADR-169-ruvector-hailo-cluster-cache-architecture.md feat(ruvector-hailo): NPU embedding backend + multi-Pi cluster (ADRs 167-170) (#413) 2026-05-04 08:30:40 -04:00
ADR-170-ruvector-hailo-cluster-tracing-correlation.md feat(ruvector-hailo): NPU embedding backend + multi-Pi cluster (ADRs 167-170) (#413) 2026-05-04 08:30:40 -04:00
ADR-171-ruos-brain-ruview-pi5-edge-node.md feat(ruvector-hailo): NPU embedding backend + multi-Pi cluster (ADRs 167-170) (#413) 2026-05-04 08:30:40 -04:00
ADR-172-ruvector-hailo-security-review.md feat(ruvector-hailo): NPU embedding backend + multi-Pi cluster (ADRs 167-170) (#413) 2026-05-04 08:30:40 -04:00
ADR-173-ruvllm-hailo-edge-llm.md feat(ruvector-hailo): NPU embedding backend + multi-Pi cluster (ADRs 167-170) (#413) 2026-05-04 08:30:40 -04:00
ADR-174-ruos-thermal-overclock-pi5.md feat(ruvector-hailo): NPU embedding backend + multi-Pi cluster (ADRs 167-170) (#413) 2026-05-04 08:30:40 -04:00
ADR-175-hailo-rust-side-workarounds.md feat(ruvector-hailo): NPU embedding backend + multi-Pi cluster (ADRs 167-170) (#413) 2026-05-04 08:30:40 -04:00
ADR-176-hef-integration-epic.md hailo: bench fingerprint label + StatsResponse npu_pool_size + ADR refresh (iter 256-257) (#420) 2026-05-04 10:58:19 -04:00
ADR-177-pi4-no-hat-deploy.md feat(ruvector-hailo): NPU embedding backend + multi-Pi cluster (ADRs 167-170) (#413) 2026-05-04 08:30:40 -04:00
ADR-178-ruvector-ruview-hailo-integration-gap-analysis.md hailo: bench fingerprint label + StatsResponse npu_pool_size + ADR refresh (iter 256-257) (#420) 2026-05-04 10:58:19 -04:00
ADR-179-ruvllm-pi-cluster-deployment.md ADR-179: ruvllm 4-Pi 5 + Hailo HAT cluster — SOTA 20.5 tok/s, 28 iter loop (#423) 2026-05-05 08:36:32 -04:00
ADR-180-ruvllm-serving-engine-continuous-batching.md ADR-179: ruvllm 4-Pi 5 + Hailo HAT cluster — SOTA 20.5 tok/s, 28 iter loop (#423) 2026-05-05 08:36:32 -04:00
ADR-181-ruvllm-pi-quant-bitnet-integration.md ADR-179: ruvllm 4-Pi 5 + Hailo HAT cluster — SOTA 20.5 tok/s, 28 iter loop (#423) 2026-05-05 08:36:32 -04:00
ADR-182-hailo-10-cluster-migration.md ADR-179: ruvllm 4-Pi 5 + Hailo HAT cluster — SOTA 20.5 tok/s, 28 iter loop (#423) 2026-05-05 08:36:32 -04:00
ADR-183-sparse-attention-rand-dev-dependency.md docs(adr): add SOTA extension sections to sparse-attention ADRs 183/184/186/189/190 2026-05-07 11:16:53 -04:00
ADR-184-sparse-attention-online-softmax.md docs(adr): add SOTA extension sections to sparse-attention ADRs 183/184/186/189/190 2026-05-07 11:16:53 -04:00
ADR-185-sparse-attention-noncausal-landmark-fix.md feat(adr-183..190): integrate ruvllm_sparse_attention crate + implement ADRs 183-188 2026-05-06 11:14:50 -04:00
ADR-186-sparse-attention-edge-case-tests.md docs(adr): add SOTA extension sections to sparse-attention ADRs 183/184/186/189/190 2026-05-07 11:16:53 -04:00
ADR-187-tensor-zeros-overflow-check.md feat(adr-183..190): integrate ruvllm_sparse_attention crate + implement ADRs 183-188 2026-05-06 11:14:50 -04:00
ADR-188-sparse-attention-stamp-scheme-comment.md feat(adr-183..190): integrate ruvllm_sparse_attention crate + implement ADRs 183-188 2026-05-06 11:14:50 -04:00
ADR-189-sparse-attention-kv-cache-incremental-decode.md docs(adr): add SOTA extension sections to sparse-attention ADRs 183/184/186/189/190 2026-05-07 11:16:53 -04:00
ADR-190-sparse-attention-gqa-mqa-support.md docs(adr): add SOTA extension sections to sparse-attention ADRs 183/184/186/189/190 2026-05-07 11:16:53 -04:00
ADR-191-sparse-attention-pi-zero-2w-production-hardening.md ruvllm_sparse_attention v0.1.1 — FastGRNN-gated near-linear attention + no_std/ESP32-S3 + ADR-191/192 (#429) 2026-05-07 11:14:16 -04:00
ADR-192-sparse-attention-no-std-esp32-support.md ruvllm_sparse_attention v0.1.1 — FastGRNN-gated near-linear attention + no_std/ESP32-S3 + ADR-191/192 (#429) 2026-05-07 11:14:16 -04:00
ADR-193-rairs-ivf.md research(nightly): rairs-ivf — RAIRS IVF, ruvector's first Inverted File Index (ADR-193) (#459) 2026-05-12 09:47:19 -04:00