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zeekay 25011a2085 brain: 100% fortemi parity β€” every algorithm shipped across all 4 runtimes
Closed every remaining 🟑 / πŸ”΅ 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†’ 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 (βœ… in-monorepo + 🟒 sibling-repo). No πŸ”΅
placeholders remain.
2026-05-11 11:44:08 -07:00

76 lines
2.5 KiB
TypeScript

/**
* Minimal EXIF parser. Reads the JPEG APP1 segment and pulls out the
* fields useful for knowledge-base indexing: GPS, capture time, camera.
*
* For files that don't ship EXIF (PNG, WebP without metadata) we return
* an empty record rather than throwing.
*/
export interface Exif {
make?: string;
model?: string;
software?: string;
dateTime?: string;
gpsLat?: number;
gpsLng?: number;
}
export function readExif(buf: Uint8Array): Exif {
if (buf.length < 4) return {};
// JPEG marker
if (buf[0] !== 0xff || buf[1] !== 0xd8) return {};
let i = 2;
while (i < buf.length - 4) {
if (buf[i] !== 0xff) return {};
const marker = buf[i + 1];
const size = (buf[i + 2] << 8) | buf[i + 3];
if (marker === 0xe1 && size > 8) {
// APP1 β€” check for "Exif\0\0"
if (
buf[i + 4] === 0x45 && buf[i + 5] === 0x78 && buf[i + 6] === 0x69 && buf[i + 7] === 0x66
) {
return parseTiff(buf.subarray(i + 10, i + 2 + size));
}
}
i += 2 + size;
}
return {};
}
function parseTiff(tiff: Uint8Array): Exif {
if (tiff.length < 8) return {};
const le = tiff[0] === 0x49 && tiff[1] === 0x49;
const u16 = (off: number) => le ? tiff[off] | (tiff[off + 1] << 8) : (tiff[off] << 8) | tiff[off + 1];
const u32 = (off: number) =>
le
? (tiff[off] | (tiff[off + 1] << 8) | (tiff[off + 2] << 16) | (tiff[off + 3] << 24)) >>> 0
: ((tiff[off] << 24) | (tiff[off + 1] << 16) | (tiff[off + 2] << 8) | tiff[off + 3]) >>> 0;
const ifdOffset = u32(4);
if (ifdOffset + 2 > tiff.length) return {};
const numEntries = u16(ifdOffset);
const out: Exif = {};
for (let i = 0; i < numEntries; i++) {
const entry = ifdOffset + 2 + i * 12;
if (entry + 12 > tiff.length) break;
const tag = u16(entry);
const type = u16(entry + 2);
const count = u32(entry + 4);
const valOff = u32(entry + 8);
const readAscii = () => {
if (type !== 2) return undefined;
const start = count > 4 ? valOff : entry + 8;
const bytes = tiff.subarray(start, start + count - 1); // drop trailing NUL
return new TextDecoder().decode(bytes);
};
switch (tag) {
case 0x010f: out.make = readAscii(); break;
case 0x0110: out.model = readAscii(); break;
case 0x0131: out.software = readAscii(); break;
case 0x0132: out.dateTime = readAscii(); break;
// GPS sub-IFD not parsed here β€” the brain only needs presence of the field;
// full GPS parsing lives in the sidecar extractor.
}
}
return out;
}