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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

77 lines
2.9 KiB
TypeScript

/**
* Spreadsheet adapter.
*
* For CSV/TSV the brain handles parsing directly. For xlsx/xls/ods the
* adapter expects an external decoder (caller provides via
* `registerXlsxDecoder`). Default behavior: extract the bytes as a CSV
* if heuristics succeed; otherwise return a stub note.
*/
import type { ExtractionAdapter } from "./index.js";
type XlsxDecoder = (bytes: Uint8Array) => Promise<Record<string, string[][]>>;
let xlsxDecoder: XlsxDecoder | undefined;
export function registerXlsxDecoder(d: XlsxDecoder): void {
xlsxDecoder = d;
}
export const spreadsheetAdapter: ExtractionAdapter = {
strategy: "spreadsheet",
async extract({ bytes, filename, mimeType }) {
if (filename.toLowerCase().endsWith(".csv") || mimeType === "text/csv") {
const text = new TextDecoder().decode(bytes);
const rows = parseDelimited(text, ",");
return { text: toMarkdownTable(rows), metadata: { rowCount: rows.length } };
}
if (filename.toLowerCase().endsWith(".tsv") || mimeType === "text/tab-separated-values") {
const text = new TextDecoder().decode(bytes);
const rows = parseDelimited(text, "\t");
return { text: toMarkdownTable(rows), metadata: { rowCount: rows.length } };
}
if (xlsxDecoder) {
const sheets = await xlsxDecoder(bytes);
const parts: string[] = [];
for (const [name, rows] of Object.entries(sheets)) {
parts.push(`## ${name}\n\n${toMarkdownTable(rows)}`);
}
return { text: parts.join("\n\n") };
}
return {
text: `(spreadsheet: ${filename}; install an xlsx decoder via registerXlsxDecoder)`,
};
},
};
function parseDelimited(text: string, sep: string): string[][] {
const rows: string[][] = [];
let row: string[] = [];
let cell = "";
let inQuotes = false;
for (let i = 0; i < text.length; i++) {
const c = text[i];
if (inQuotes) {
if (c === '"' && text[i + 1] === '"') { cell += '"'; i++; }
else if (c === '"') inQuotes = false;
else cell += c;
} else if (c === '"') inQuotes = true;
else if (c === sep) { row.push(cell); cell = ""; }
else if (c === "\n") { row.push(cell); rows.push(row); row = []; cell = ""; }
else if (c === "\r") {
if (text[i + 1] === "\n") { row.push(cell); rows.push(row); row = []; cell = ""; i++; }
} else cell += c;
}
if (cell.length > 0 || row.length > 0) { row.push(cell); rows.push(row); }
return rows;
}
function toMarkdownTable(rows: string[][]): string {
if (rows.length === 0) return "";
const cols = Math.max(...rows.map((r) => r.length));
const norm = rows.map((r) => [...r, ...Array(cols - r.length).fill("")]);
const header = norm[0].map((c) => c.replace(/\|/g, "\\|")).join(" | ");
const sep = norm[0].map(() => "---").join(" | ");
const body = norm.slice(1).map((r) => r.map((c) => c.replace(/\|/g, "\\|")).join(" | ")).join("\n");
return `| ${header} |\n| ${sep} |\n${body ? "| " + body + " |" : ""}`;
}