mirror of
https://github.com/hanzoai/brain.git
synced 2026-10-30 18:46:38 +00:00
Closed every remaining π‘ / π΅ row in PARITY.md. Each algorithm FortΓ©mi ships now has a real implementation in @hanzo/bot-memory v2.0.0 with matching ports in hanzo-memory (Python), bot-go (Go), and hanzoai/mcp (Rust). Cross-runtime tests: 121 TS + 53 Python + 58 Go + 38 Rust = 270 passing. Landed under packages/memory/ Retrieval & ranking fusion RRF (k=20 BEIR) + RSF (Weaviate v1.24) + adaptive k + adaptive FTS/semantic weights rerank MMR (Carbonell & Goldstein 1998), cosine dedup chunk-aware deduplication script Unicode script detection (Latin/CJK/emoji/Cyrillic/ Arabic/Hebrew/Greek/Devanagari) fts feature-flag matrix, CJK bigrams, emoji trigrams, websearch_to_tsquery parser, SQLite FTS5 MATCH renderer embed embedding registry, asymmetric E5 prefixes, Matryoshka truncation, coarse-dim picker two-stage coarse β fine retrieval via MRL federated cross-archive search with RRF fusion multi-memory X-Hanzo-Memory routing (X-Fortemi-Memory alias) filters composable tag/temporal/collection/scope predicates temporal UUIDv7 floor/ceiling + named ranges spatial Haversine + bbox + in-box (PostGIS fallback) Knowledge & graph graph normalize β SNN β PFNET-β β Louvain maintenance pipeline skos W3C SKOS concept tree (broader/narrower closures, Turtle export) fair Dublin Core XML + JSON-LD doc-types document type registry + auto-detect (filename/MIME/ content sniff) captions WebVTT / SRT / RTTM renderers sprite thumbnail sprite-sheet WebVTT cue builder code-ast language-aware syntactic chunker email RFC 2822 / MIME parser (multipart, qp, base64, HTML strip) exif EXIF parser (camera / time / GPS) Operational events EventBus + SSE renderer + webhook HMAC signer tokenizer BPE-style estimator + truncate-to-budget eval MRR / recall@k / precision@k / NDCG@k / benchmark hardware tier autodetect + per-tier model recommender circuit-breaker closed / open / half-open retry exponential backoff with full jitter range HTTP Range parser + Content-Range formatter tus TUS v1.0.0 (Create / Patch / metadata / checksum) Crypto address wallet-style content-addressable ids (hanzo: / mm:) mmpke01 multi-recipient envelope parser/builder + magic-byte sniff Inference (packages/memory/inference/) index InferenceBackend trait + registry slug provider-qualified routing (provider:model:tag) capabilities capability flags + task-based selector runtime-config hot-swap config (db_override β env β default) mock deterministic backend (for tests) few-shot ICL prompt builder (3-5 examples capped) refinement Self-Refine / ReAct / Reflexion patterns link-types rule + LLM link classifier (11 canonical types) vision VisionBackend trait + Ollama default transcription Whisper-compatible HTTP client diarization pyannote-compatible HTTP client + alignSpeakers / relabel gliner GLiNER zero-shot NER HTTP client Extraction (packages/memory/extract/) index registry + dispatcher text native UTF-8 passthrough email RFC 2822 adapter spreadsheet CSV/TSV pure-JS; xlsx via registerXlsxDecoder archive ZIP central-directory pure-JS reader exif-adapter EXIF for images code tree-sitter-style syntactic chunker pdf PdfSidecar HTTP adapter factory image VisionBackend-backed adapter factory audio TranscriptionBackend-backed adapter factory video keyframe + scene + transcript adapter factory 3d multi-view 3D model adapter factory media-optimize ffmpeg variants (faststart / web-compat / 720p) adapter factory structured JSON-schema structured-extract adapter factory summarizer fast/standard cascade adapter factory sprite-adapter thumbnail sprite-sheet adapter factory Cross-runtime ports hanzo-memory (Python) 53 tests, ports of fusion / rerank / dedup / script / fts / embed / temporal / captions / tokenizer / eval / spatial / range / address / graph / doc-types / circuit / retry / slug / runtime-config / link-types bot-go (Go) 58 tests, same algorithm set ported with standard-library-only primitives hanzoai/mcp::brain (Rust) 38 tests, same algorithm set; sha2 added as dependency (blake3 stand-in) PARITY.md is now 100% green (β in-monorepo + π’ sibling-repo). No π΅ placeholders remain.
57 lines
1.4 KiB
TypeScript
57 lines
1.4 KiB
TypeScript
/**
|
|
* Spatial helpers.
|
|
*
|
|
* The Postgres backend uses PostGIS; here we ship a pure-JS distance
|
|
* function (Haversine) and a bounding-box helper so SQLite-only brains
|
|
* still get coarse spatial filtering.
|
|
*/
|
|
|
|
export interface LatLng {
|
|
lat: number;
|
|
lng: number;
|
|
}
|
|
|
|
export interface BBox {
|
|
minLat: number;
|
|
minLng: number;
|
|
maxLat: number;
|
|
maxLng: number;
|
|
}
|
|
|
|
const EARTH_RADIUS_KM = 6371.0088;
|
|
|
|
/** Great-circle distance in km. */
|
|
export function haversineKm(a: LatLng, b: LatLng): number {
|
|
const dLat = toRad(b.lat - a.lat);
|
|
const dLng = toRad(b.lng - a.lng);
|
|
const lat1 = toRad(a.lat);
|
|
const lat2 = toRad(b.lat);
|
|
const x = Math.sin(dLat / 2) ** 2 + Math.sin(dLng / 2) ** 2 * Math.cos(lat1) * Math.cos(lat2);
|
|
return 2 * EARTH_RADIUS_KM * Math.asin(Math.sqrt(x));
|
|
}
|
|
|
|
/** Conservative bounding box around a center point of radius `radiusKm`. */
|
|
export function bboxAround(center: LatLng, radiusKm: number): BBox {
|
|
const dLat = radiusKm / 111;
|
|
const dLng = radiusKm / (111 * Math.cos(toRad(center.lat)));
|
|
return {
|
|
minLat: center.lat - dLat,
|
|
maxLat: center.lat + dLat,
|
|
minLng: center.lng - dLng,
|
|
maxLng: center.lng + dLng,
|
|
};
|
|
}
|
|
|
|
export function inBox(point: LatLng, box: BBox): boolean {
|
|
return (
|
|
point.lat >= box.minLat &&
|
|
point.lat <= box.maxLat &&
|
|
point.lng >= box.minLng &&
|
|
point.lng <= box.maxLng
|
|
);
|
|
}
|
|
|
|
function toRad(deg: number): number {
|
|
return (deg * Math.PI) / 180;
|
|
}
|