diff --git a/rpa-dashboard-ai/templates/reference/backend/bands.py b/rpa-dashboard-ai/templates/reference/backend/bands.py deleted file mode 100644 index 5e447e3..0000000 --- a/rpa-dashboard-ai/templates/reference/backend/bands.py +++ /dev/null @@ -1,64 +0,0 @@ -"""Confidence-band classification — single source of truth for the cut points. - -The workbook colours and the review queue MUST agree about what counts as red. -If each applied its own threshold they would drift the first time one is tuned, -and a reviewer would see a red cell the queue never asked them to check. -Everything that needs a band imports from here. -""" -from __future__ import annotations - -from typing import Optional - -# --------------------------------------------------------------------------- -# Cut points -# --------------------------------------------------------------------------- -# Calibrated against the measured distribution over all 225 extracted rows of -# the six sample documents: -# -# 1.00 69.8% crisp print -# 0.90-0.99 18.2% crisp print -# 0.80-0.89 11.0% almost entirely handwritten CPT and modifiers -# 0.70-0.79 0.0% <- empty; the natural gap in this data -# <0.70 1.1% handwritten modifiers -# -# 0.80 left only 1.1% of cells red so nearly everything went green and the -# colour carried no information. 0.90 sits in the empty band and separates -# the handwriting cluster from printed text. -CONFIDENCE_THRESHOLD: float = 0.90 - -# Above CONFIDENCE_THRESHOLD the 0.90-0.99 band is still 18.2% of cells, and -# routing treats it differently from a clean 1.00: reviewers sample it rather -# than either trusting it outright or checking every one. A second cut at -# 0.95 names that band so the sheet shows what the routing rule already assumes. -# -# GREEN >= 0.95 clean print, straight through -# AMBER 0.90-0.95 slightly unclear, sampled -# RED < 0.90 handwriting cluster, always reviewed -GREEN_THRESHOLD: float = 0.95 - -# --------------------------------------------------------------------------- -# Band name constants -# --------------------------------------------------------------------------- -BAND_GREEN = "green" -BAND_AMBER = "amber" -BAND_RED = "red" - - -def band_of(score: Optional[float]) -> Optional[str]: - """Return the confidence band name, or ``None`` when the value was never scored. - - WHAT THE BAND CLAIMS: green means the source text this value came from was - transcribed cleanly. It does NOT mean the value is correct. The score is - the model's own legibility rating, so a confident misread comes back scored - high. Verifying correctness needs a second, independent read. Red is the - useful direction: it reliably surfaces handwriting. - - Amber does not mean "probably fine". It means the reading was good enough to - escape the handwriting cluster but not clean enough to trust unsampled, which - is a routing decision, not a quality claim. - """ - if score is None: - return None - if score >= GREEN_THRESHOLD: - return BAND_GREEN - return BAND_AMBER if score >= CONFIDENCE_THRESHOLD else BAND_RED diff --git a/rpa-dashboard-ai/templates/web/bands.py b/rpa-dashboard-ai/templates/web/bands.py new file mode 100644 index 0000000..364f09e --- /dev/null +++ b/rpa-dashboard-ai/templates/web/bands.py @@ -0,0 +1,47 @@ +"""Confidence bands: the single source of truth for the cut points. + +Copy this file into the backend. Everything that needs a band (the review queue, +an exported sheet, the approve gate) imports from here, so they never disagree +about what counts as red. + + GREEN >= 0.95 clean print, straight through + AMBER 0.90-0.95 slightly unclear, sampled + RED < 0.90 handwriting or a messy scan, always reviewed + BLANK a mandatory field with no value, always flagged + UNSCORED no word scores came back for the value + +Calibration (from the prototype these rules came from): crisp print scored 0.90 and +up, handwriting clustered in 0.80-0.89, and 0.70-0.79 was empty. 0.90 sits in that +gap. 0.95 splits off the 0.90-0.99 band that reviewers sample rather than trust. + +What a band claims: the score is the model's own legibility rating. Green means the +text was read cleanly, NOT that the value is correct; a confident misread scores +green. Red is the useful direction: it reliably surfaces handwriting. +""" +from __future__ import annotations + +from typing import Iterable, Optional + +GREEN_THRESHOLD = 0.95 +CONFIDENCE_THRESHOLD = 0.90 +BANDS = ("green", "amber", "red", "blank", "unscored") + + +def band_of(score: float) -> str: + if score >= GREEN_THRESHOLD: + return "green" + return "amber" if score >= CONFIDENCE_THRESHOLD else "red" + + +def field_band(word_scores: Optional[Iterable[float]], value: Optional[str], mandatory: bool = False) -> str: + """A field's band. It takes its WORST word score, so one shaky word can't hide in + a clean-looking field. A blank mandatory field is flagged whatever its score.""" + if mandatory and not (value or "").strip(): + return "blank" + scores = list(word_scores or []) + return band_of(min(scores)) if scores else "unscored" + + +def needs_review(band: str) -> bool: + """Every band but green must be verified by a person before the run can be approved.""" + return band != "green" diff --git a/rpa-dashboard-ai/templates/web/index.html b/rpa-dashboard-ai/templates/web/index.html new file mode 100644 index 0000000..1398304 --- /dev/null +++ b/rpa-dashboard-ai/templates/web/index.html @@ -0,0 +1,27 @@ + + + + + + +{{APP_NAME}} + + + +
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"private": true, + "type": "module", + "scripts": { + "dev": "vite", + "build": "tsc --noEmit && vite build" + }, + "dependencies": { + "react": "^19.3.1", + "react-dom": "^19.3.1" + }, + "devDependencies": { + "@tailwindcss/vite": "^4.3.3", + "@types/react": "^19.2.0", + "@types/react-dom": "^19.2.0", + "@vitejs/plugin-react": "^6.1.2", + "tailwindcss": "^4.3.3", + "typescript": "^7.0.2", + "vite": "^8.3.4" + } +} diff --git a/rpa-dashboard-ai/templates/web/server_stub.py b/rpa-dashboard-ai/templates/web/server_stub.py new file mode 100644 index 0000000..b1775e1 --- /dev/null +++ b/rpa-dashboard-ai/templates/web/server_stub.py @@ -0,0 +1,187 @@ +"""Sample-data backend for the AI review dashboard: runs, review rows and the approve gate. + + npm run build && python server_stub.py # page + API on http://127.0.0.1:8000 + python server_stub.py & npm run dev # or Vite on :5173, proxying /api here + +It stands in for the project's backend until that exists. A real backend serves the +same endpoints (templates/contract.md) with the same rules: bands from bands.py, and +approval refused while any flagged field is unverified. The page never decides that. +Standard library only. +""" +import json +import re +import threading +import time +from html import escape +from http.server import SimpleHTTPRequestHandler, ThreadingHTTPServer +from pathlib import Path +from urllib.parse import urlparse + +from bands import BANDS, field_band, needs_review + +HERE = Path(__file__).resolve().parent +API = "/api" # same as API_BASE in index.html +REASON = {"green": None, "amber": "Slightly unclear, sample check", "red": "Unclear print, check every word", + "blank": "Required field is empty", "unscored": "Not found in the transcription"} +# (field, value, word scores, mandatory). Swap in the fields the project's extraction returns. +SAMPLE_FIELDS = [ + ("Invoice number", "INV-1001", [1.0], True), + ("Invoice date", "2026-10-01", [0.99, 0.97], True), + ("Vendor", "Contoso Supplies", [0.98, 0.92], True), + ("PO number", "PO-4471", [0.86], False), + ("Due date", "", [], True), + ("Total", "2,450.00", [0.99], True), + ("Tax", "196.00", [], False), +] +RUNS, ROWS = {}, {} +_next_row = [1] + + +def put_run(job_id, document, fields, status="done", pages_done=1, pages_total=1, model="sample-model"): + """Add or replace a run. fields: [(field, value, word scores, mandatory)].""" + RUNS[job_id] = {"job_id": job_id, "document": document, "status": status, "model": model, + "pages_done": pages_done, "pages_total": pages_total, "approved": False, "error": None} + ROWS[job_id] = [] + for field, value, words, mandatory in fields: + band = field_band(words, value, mandatory) + ROWS[job_id].append({"row_id": _next_row[0], "field": field, "value": value, "band": band, + "score": min(words) if words else None, "reason": REASON[band], + "verified": False, "corrected_value": None}) + _next_row[0] += 1 + return RUNS[job_id] + + +def reset(): + RUNS.clear() + ROWS.clear() + put_run("job-1002", "invoice-1002.pdf", SAMPLE_FIELDS, status="running", pages_done=1, pages_total=3) + put_run("job-1001", "invoice-1001.pdf", SAMPLE_FIELDS, pages_total=2, pages_done=2) + + +def run_view(job_id): + run, rows = RUNS[job_id], ROWS[job_id] + done = run["status"] == "done" + return {**run, "summary": {b: sum(r["band"] == b for r in rows) for b in BANDS} if done else None} + + +def unverified(job_id): + return [r for r in ROWS[job_id] if needs_review(r["band"]) and not r["verified"]] + + +# ---- routes: (method, path regex, handler(match groups..., body) -> (status, payload)) ---- +def list_runs(body): + return 200, {"runs": [run_view(j) for j in RUNS]} + + +def get_run(job_id, body): + return 200, run_view(job_id) + + +def review(job_id, body): + return 200, {"rows": ROWS[job_id] if RUNS[job_id]["status"] == "done" else []} + + +def patch_row(row_id, body): + row = next(r for rows in ROWS.values() for r in rows if r["row_id"] == int(row_id)) + row.update({k: body[k] for k in ("corrected_value", "verified") if k in body}) + return 200, row + + +def verify_remaining(job_id, body): + left = unverified(job_id) + for r in left: + r["verified"] = True + return 200, {"verified": len(left)} + + +def approve(job_id, body): + left = unverified(job_id) + if RUNS[job_id]["status"] != "done": + return 409, {"detail": "The run hasn't finished extracting."} + if left: # the approve gate + return 409, {"detail": f"{len(left)} flagged field(s) still need verifying."} + RUNS[job_id]["approved"] = True + return 200, {"ok": True} + + +def document(job_id, body): + """A stand-in for the source document. A real backend returns the PDF or page image.""" + lines = "".join(f'{escape(f)}: {escape(v)}' + for i, (f, v, *_) in enumerate(SAMPLE_FIELDS)) + svg = (f'' + f'' + f'{escape(RUNS[job_id]["document"])} (sample){lines}') + return 200, svg + + +ROUTES = [ + ("GET", r"/runs", list_runs), + ("GET", r"/runs/([\w-]+)", get_run), + ("GET", r"/runs/([\w-]+)/review", review), + ("GET", r"/runs/([\w-]+)/document", document), + ("PATCH", r"/review/(\d+)", patch_row), + ("POST", r"/runs/([\w-]+)/verify-remaining", verify_remaining), + ("POST", r"/runs/([\w-]+)/approve", approve), + ("POST", r"/set-dark", lambda body: (200, {})), +] + + +class Handler(SimpleHTTPRequestHandler): + def __init__(self, *args, **kwargs): + super().__init__(*args, directory=str(HERE / "dist"), **kwargs) + + def log_message(self, *args): + pass + + def do_GET(self): + self.api("GET") if self.path.startswith(API + "/") else super().do_GET() + + def do_POST(self): + self.api("POST") + + def do_PATCH(self): + self.api("PATCH") + + def api(self, method): + path = urlparse(self.path).path[len(API):] + size = int(self.headers.get("Content-Length") or 0) + body = json.loads(self.rfile.read(size) or b"{}") if size else {} + status, payload = 404, {"detail": f"No route for {method} {path}"} + for m, pattern, fn in ROUTES: + match = re.fullmatch(pattern, path) + if m == method and match: + try: + status, payload = fn(*match.groups(), body) + except (KeyError, StopIteration): + status, payload = 404, {"detail": "Not found"} + break + svg = isinstance(payload, str) + data = payload.encode() if svg else json.dumps(payload).encode() + self.send_response(status) + self.send_header("Content-Type", "image/svg+xml" if svg else "application/json") + self.send_header("Content-Length", str(len(data))) + self.end_headers() + self.wfile.write(data) + + +def make_server(host="127.0.0.1", port=8000): + reset() + return ThreadingHTTPServer((host, port), Handler) + + +def simulate_extraction(): + """Demo only: the running sample run reads one page every 3 seconds, then finishes.""" + while True: + time.sleep(3) + for run in RUNS.values(): + if run["status"] == "running": + run["pages_done"] += 1 + if run["pages_done"] >= run["pages_total"]: + run["status"] = "done" + + +if __name__ == "__main__": + server = make_server() + threading.Thread(target=simulate_extraction, daemon=True).start() + print("Sample backend on http://127.0.0.1:8000 (Ctrl+C to stop)") + server.serve_forever() diff --git a/rpa-dashboard-ai/templates/web/src/App.tsx b/rpa-dashboard-ai/templates/web/src/App.tsx new file mode 100644 index 0000000..d6c8134 --- /dev/null +++ b/rpa-dashboard-ai/templates/web/src/App.tsx @@ -0,0 +1,105 @@ +import { useState } from 'react' +import { act, clearRun, toggleDark, useStore } from './store' +import { Overview } from './components/Overview' +import { RunPanel } from './components/RunPanel' +import { Report } from './components/Report' +import { Review } from './components/Review' + +const TABS = { + dashboard: ['Dashboard', 'Overview of every batch', <>], + run: ['Run', 'Live progress and log', ], + review: ['Review', 'Check extracted fields against the document', <>], + report: ['Report', 'Result of every processed item', <>], + // OPTIONAL: admin/roles tab goes here +} as const +type Tab = keyof typeof TABS + +const DOT = { ready: 'bg-ok', done: 'bg-ok', running: 'bg-warn animate-pulse', error: 'bg-bad' } + +export function App() { + const { status, user, dark } = useStore() + const [tab, setTab] = useState('dashboard') + const [unsaved, setUnsaved] = useState(0) // review edits not saved yet + + const show = (t: Tab) => { + if (t === tab) return + if (unsaved && !window.confirm(`${unsaved} unsaved change(s) on this document. Discard them and leave?`)) return + setUnsaved(0) + setTab(t) + if (t === 'dashboard') act('load_dashboard') + if (t === 'report') act('load_latest_report') + } + const run = () => { + show('run') + clearRun() + act('start_automation') + } + + return ( +
+ + +
+
+
+
{TABS[tab][0]}
+
{TABS[tab][1]}
+
+
+ + +
+ + {status.msg || status.state} +
+
+
+ +
+ {tab === 'dashboard' && } + {tab === 'run' && } + {tab === 'review' && } + {tab === 'report' && } +
+
+
+ ) +} diff --git a/rpa-dashboard-ai/templates/web/src/ai.ts b/rpa-dashboard-ai/templates/web/src/ai.ts new file mode 100644 index 0000000..1f29c4b --- /dev/null +++ b/rpa-dashboard-ai/templates/web/src/ai.ts @@ -0,0 +1,57 @@ +/** The AI contract additions (see contract.md): runs, review rows, the approve gate. */ +export type Band = 'green' | 'amber' | 'red' | 'blank' | 'unscored' +export type RunStatus = 'pending' | 'queued' | 'running' | 'done' | 'failed' +export type Run = { + job_id: string + document: string + status: RunStatus + model: string + pages_done: number + pages_total: number + summary: Record | null // null until the run is done + approved: boolean + error: string | null +} +export type ReviewRow = { + row_id: number + field: string + value: string | null + band: Band + score: number | null + reason: string | null + verified: boolean + corrected_value: string | null +} + +export const BUSY: RunStatus[] = ['queued', 'running'] // polled every 1.5s while in one of these + +/** Legend order, label, and the colour token. Band colours are semantic: never on buttons or headings. */ +export const BANDS: { band: Band; label: string; colour: string }[] = [ + { band: 'green', label: 'Clean ≥0.95', colour: 'var(--clean)' }, + { band: 'amber', label: 'Check 0.90–0.95', colour: 'var(--verify)' }, + { band: 'red', label: 'Review <0.90', colour: 'var(--review)' }, + { band: 'blank', label: 'Missing (required)', colour: 'var(--absent)' }, + { band: 'unscored', label: 'Unscored', colour: 'var(--absent)' }, +] +export const CAVEAT = 'Colour reflects print clarity, not correctness. A cleanly printed value can still be misread.' + +async function req(path: string, init?: RequestInit): Promise { + const res = await fetch(API_BASE + path, { ...init, headers: { 'Content-Type': 'application/json' } }) + if (!res.ok) { + // The server says why it refused (the approve gate answers 409 with the count). + const body = await res.json().catch(() => null) + throw new Error(body?.detail ?? `${res.status} ${res.statusText}`) + } + return res.json() +} + +export const ai = { + runs: () => req<{ runs: Run[] }>('/runs'), + run: (id: string) => req(`/runs/${id}`), + rows: (id: string) => req<{ rows: ReviewRow[] }>(`/runs/${id}/review`), + patchRow: (rowId: number, body: { corrected_value?: string | null; verified: boolean }) => + req(`/review/${rowId}`, { method: 'PATCH', body: JSON.stringify(body) }), + verifyRemaining: (id: string) => req<{ verified: number }>(`/runs/${id}/verify-remaining`, { method: 'POST' }), + approve: (id: string) => req<{ ok: boolean }>(`/runs/${id}/approve`, { method: 'POST' }), + documentUrl: (id: string) => `${API_BASE}/runs/${id}/document`, +} diff --git a/rpa-dashboard-ai/templates/web/src/components/Overview.tsx b/rpa-dashboard-ai/templates/web/src/components/Overview.tsx new file mode 100644 index 0000000..861d340 --- /dev/null +++ b/rpa-dashboard-ai/templates/web/src/components/Overview.tsx @@ -0,0 +1,81 @@ +import { useStore } from '../store' + +// batch state -> [label, colour token, pill colour] +export const STATES: Record = { + completed: ['Completed', 'var(--ok)', 'bg-ok'], + inprogress: ['In progress', 'var(--warn)', 'bg-warn'], + notcompleted: ['Not completed', 'var(--bad)', 'bg-bad'], + cleared: ['Cleared', 'var(--muted)', 'bg-muted'], +} + +function Kpi({ label, n, colour, live }: { label: string; n: number; colour: string; live?: boolean }) { + return ( +
+
+
+
{n}
+
{label}
+
+
+ ) +} + +export function Overview() { + const { batches } = useStore() + const count = Object.fromEntries(Object.keys(STATES).map((k) => [k, batches.filter((b) => b.state === k).length])) + const total = Object.values(count).reduce((a, x) => a + x, 0) + let acc = 0 + const stops = Object.keys(STATES).flatMap((k) => { + if (!count[k]) return [] + const from = (acc / total) * 100 + acc += count[k] + return [`${STATES[k][1]} ${from}% ${(acc / total) * 100}%`] + }) + + return ( +
+
+ + + 0} /> + +
+
+
+
Batch status split
+
+
`${STATES[k][0]} ${count[k]}`).join(', ') : 'no batches yet')} + style={{ background: total ? `conic-gradient(${stops.join(',')})` : 'conic-gradient(var(--border) 0 100%)' }}> +
+
{batches.length}
+
batches
+
+
+
    + {Object.keys(STATES).map((k) => ( +
  • + + {STATES[k][0]} · {count[k]} +
    • + ))} +
+
+
+
+
Recent batches
+ {batches.length === 0 &&
No batches yet
} + {batches.slice(0, 6).map((b) => { + const s = STATES[b.state] ?? [b.state, '', 'bg-warn'] + return ( +
+ #{b.batch_id} · {b.date} + {s[0]} +
+ ) + })} +
+
+
+ ) +} diff --git a/rpa-dashboard-ai/templates/web/src/components/Report.tsx b/rpa-dashboard-ai/templates/web/src/components/Report.tsx new file mode 100644 index 0000000..d411ea5 --- /dev/null +++ b/rpa-dashboard-ai/templates/web/src/components/Report.tsx @@ -0,0 +1,50 @@ +import { useState } from 'react' +import { useStore, type ReportRow } from '../store' + +const PILL: Record = { success: 'bg-ok', attention: 'bg-warn', failed: 'bg-bad' } + +// ponytail: a CSV that Excel opens. Have the backend send a real .xlsx if the sheet needs formatting. +function exportCsv(rows: ReportRow[]) { + const cell = (v: unknown) => `"${String(v ?? '').replace(/"/g, '""')}"` + const csv = [REPORT_COLUMNS.map((c) => cell(c.label)), ...rows.map((r) => REPORT_COLUMNS.map((c) => cell(r[c.key])))] + .map((line) => line.join(',')).join('\r\n') + const a = document.createElement('a') + a.href = URL.createObjectURL(new Blob(['' + csv], { type: 'text/csv' })) + a.download = 'report.csv' + a.click() + URL.revokeObjectURL(a.href) +} + +export function Report() { + const { reportRows } = useStore() + const [q, setQ] = useState('') + const rows = reportRows.filter((r) => !q || Object.values(r).join(' ').toLowerCase().includes(q.toLowerCase())) + + return ( +
+
+ setQ(e.target.value)} /> + +
+
+ + + {REPORT_COLUMNS.map((c) => )} + + + {rows.length === 0 && } + {rows.map((r, i) => ( + + {REPORT_COLUMNS.map((c) => ( + + ))} + + ))} + +
{c.label}
No rows yet
+ {c.key === 'status' ? {r.status} : String(r[c.key] ?? '')} +
+
+
+ ) +} diff --git a/rpa-dashboard-ai/templates/web/src/components/Review.tsx b/rpa-dashboard-ai/templates/web/src/components/Review.tsx new file mode 100644 index 0000000..022ab1c --- /dev/null +++ b/rpa-dashboard-ai/templates/web/src/components/Review.tsx @@ -0,0 +1,183 @@ +import { useEffect, useState } from 'react' +import { ai, BANDS, BUSY, CAVEAT, type Band, type ReviewRow, type Run } from '../ai' + +const FILTERS: { label: string; band: Band | 'all' }[] = [ + { label: 'All', band: 'all' }, { label: 'Red', band: 'red' }, { label: 'Amber', band: 'amber' }, + { label: 'Missing', band: 'blank' }, { label: 'Unscored', band: 'unscored' }, +] +const colourOf = (b: Band) => BANDS.find((x) => x.band === b)!.colour +const settled = (r: ReviewRow) => r.corrected_value ?? r.value ?? '' + +/** + * The review split pane: the source document beside its extracted fields. + * Typing makes a draft; nothing is written until Save. Verify signs off one field + * as it reads. Approve asks the server, which refuses while flagged fields are unverified. + */ +export function Review({ onUnsaved }: { onUnsaved: (n: number) => void }) { + const [runs, setRuns] = useState() + const [jobId, setJobId] = useState() + const [run, setRun] = useState() + const [rows, setRows] = useState([]) + const [drafts, setDrafts] = useState>({}) + const [filter, setFilter] = useState('all') + const [refusal, setRefusal] = useState() + const [error, setError] = useState() + const [saving, setSaving] = useState(false) + + const dirty = rows.filter((r) => r.row_id in drafts && drafts[r.row_id] !== settled(r)) + useEffect(() => onUnsaved(dirty.length), [dirty.length, onUnsaved]) + useEffect(() => { + if (!dirty.length) return + const warn = (e: BeforeUnloadEvent) => e.preventDefault() + window.addEventListener('beforeunload', warn) + return () => window.removeEventListener('beforeunload', warn) + }, [dirty.length]) + + useEffect(() => { + ai.runs().then((d) => { setRuns(d.runs); setJobId(d.runs[0]?.job_id) }) + .catch((e) => setError(`Can't load runs from ${API_BASE}: ${e.message}. Is the backend (or server_stub.py) running?`)) + }, []) + + // Load the chosen run, and poll it every 1.5s while it is still extracting. + useEffect(() => { + if (!jobId) return + let alive = true + let timer: ReturnType + setRun(undefined); setRows([]); setDrafts({}); setRefusal(undefined) + const tick = async () => { + try { + const r = await ai.run(jobId) + if (!alive) return + setRun(r) + if (BUSY.includes(r.status)) timer = setTimeout(tick, 1500) + else { const d = await ai.rows(jobId); if (alive) setRows(d.rows) } + } catch (e) { if (alive) setError((e as Error).message) } + } + tick() + return () => { alive = false; clearTimeout(timer) } + }, [jobId]) + + const reload = async () => { + if (!jobId) return + const [r, d] = await Promise.all([ai.run(jobId), ai.rows(jobId)]) + setRun(r); setRows(d.rows) + } + const pick = (id: string) => { + if (dirty.length && !window.confirm(`${dirty.length} unsaved change(s) on this document. Discard them and leave?`)) return + setJobId(id) + } + const save = async () => { + setSaving(true) + try { + await Promise.all(dirty.map((r) => { + const text = drafts[r.row_id].trim() + // Same as extracted (or emptied) means "the extracted value was right", not an edit. + return ai.patchRow(r.row_id, { corrected_value: text === '' || text === (r.value ?? '') ? null : text, verified: true }) + })) + setDrafts({}) + await reload() + } finally { setSaving(false) } + } + const verify = async (r: ReviewRow) => { await ai.patchRow(r.row_id, { verified: !r.verified }); await reload() } + const verifyRemaining = async () => { if (jobId) { await ai.verifyRemaining(jobId); await reload() } } + const approve = async () => { + if (!jobId) return + setRefusal(undefined) + try { await ai.approve(jobId); await reload() } catch (e) { setRefusal((e as Error).message) } + } + + if (error) return
{error}
+ if (!runs) return
Loading runs…
+ if (!runs.length) return
No documents extracted yet.
+ + const shown = filter === 'all' ? rows : rows.filter((r) => r.band === filter) + const left = rows.filter((r) => r.band !== 'green' && !r.verified).length + + return ( +
+
+ + {run && {run.status}} + {run && BUSY.includes(run.status) && page {run.pages_done} of {run.pages_total || '?'}} + {run?.error && {run.error}} + {run?.status === 'done' && ( +
+ {left} to verify + + {run.approved + ? ✓ Approved + : } +
+ )} + {refusal &&

Not approved: {refusal}

} +
+ +
+
    + {BANDS.map((b) => ( +
  • + + {b.label} · {run?.summary?.[b.band] ?? 0} +
    • + ))} +
+ {CAVEAT} +
+ {FILTERS.map((f) => ( + + ))} +
+
+ +
+