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MarketingTool/api/server.py
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#!/usr/bin/env python3
"""Personal ProspectOS service backed by Google Maps Scraper.
The app owns the small local catalogue and review workflow. Google Maps
Scraper runs as a separate Playwright service and is called through its
asynchronous REST API. A browser-search implementation remains available as
an explicit fallback (DISCOVERY_BACKEND=browser) for local testing.
"""
from __future__ import annotations
import csv
import base64
import hashlib
import hmac
import io
import json
import os
import re
import secrets
import sqlite3
import threading
import time
import urllib.error
import urllib.request
from datetime import datetime, timezone
from html.parser import HTMLParser
from html import escape as html_escape
from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
from http.cookies import SimpleCookie
from pathlib import Path
from typing import Any, Callable
from urllib.parse import parse_qs, quote, quote_plus, unquote, urlparse
try:
from intelligence import domain_candidates, scan_website, _safe_url
from browser_investigator import direct_search_candidates, investigate_websites
except ImportError: # tests import the module as api.server
from api.intelligence import domain_candidates, scan_website, _safe_url
from api.browser_investigator import direct_search_candidates, investigate_websites
DB_PATH = os.environ.get("PROSPECT_DB", "/data/prospects.db")
MAX_RESULTS = 50
GMAPS_POLL_SECONDS = float(os.environ.get("GMAPS_POLL_SECONDS", "2"))
# Maps searches can legitimately take several minutes, especially when email
# extraction is enabled. Fifteen minutes is the safe default; it remains
# configurable for smaller or larger personal runs.
GMAPS_REQUEST_TIMEOUT = int(os.environ.get("GMAPS_REQUEST_TIMEOUT", "900"))
GMAPS_URL = os.environ.get("GMAPS_URL", "").strip().rstrip("/")
# The bundled gosom/google-maps-scraper image exposes a local, unauthenticated
# REST API. The optional SaaS edition uses a different API and requires an
# X-API-Key header; keep support for it only when explicitly selected.
GMAPS_API_MODE = os.environ.get("GMAPS_API_MODE", "standard").strip().lower()
GMAPS_API_KEY = os.environ.get("GMAPS_API_KEY", "").strip()
AI_BASE_URL = os.environ.get("AI_BASE_URL", "").strip().rstrip("/")
AI_API_KEY = os.environ.get("AI_API_KEY", "").strip()
AI_MODEL = os.environ.get("AI_MODEL", "").strip()
AI_PROVIDER = os.environ.get("AI_PROVIDER", "custom").strip().lower()
try:
# Keep synchronous preview requests below common reverse-proxy limits;
# the deterministic renderer is returned if the provider is slower.
AI_MOCKUP_TIMEOUT_SECONDS = max(20, min(300, int(os.environ.get("AI_MOCKUP_TIMEOUT_SECONDS", "45"))))
except (TypeError, ValueError):
AI_MOCKUP_TIMEOUT_SECONDS = 45
# Cloudflare Browser Integrity checks can reject Python's default
# ``Python-urllib/<version>`` fingerprint before an OpenAI-compatible request
# reaches the provider. Identify this application consistently on provider
# requests instead of relying on that default.
OUTBOUND_USER_AGENT = os.environ.get("OUTBOUND_USER_AGENT", "ProspectOS/2.0 (+personal-use)").strip() or "ProspectOS/2.0 (+personal-use)"
BROWSER_USE_ENABLED = os.environ.get("BROWSER_USE_ENABLED", "1").strip().lower() not in {"0", "false", "no", "off"}
AUTH_REQUIRED = os.environ.get("AUTH_REQUIRED", "true").strip().lower() not in {"0", "false", "no", "off"}
AUTH_COOKIE_NAME = "prospect_session"
AUTH_SESSION_TTL_SECONDS = max(3600, min(60 * 60 * 24 * 30, int(os.environ.get("AUTH_SESSION_TTL_SECONDS", str(60 * 60 * 24 * 7)))))
AUTH_COOKIE_SECURE = os.environ.get("AUTH_COOKIE_SECURE", "false").strip().lower() not in {"0", "false", "no", "off"}
WORKSPACE_NAME = os.environ.get("WORKSPACE_NAME", "ProspectOS workspace").strip() or "ProspectOS workspace"
PUBLIC_BASE_URL = os.environ.get("PUBLIC_BASE_URL", "").strip().rstrip("/")
BACKUP_DIR = os.environ.get("BACKUP_DIR", "").strip()
try:
BACKUP_RETENTION = max(1, min(100, int(os.environ.get("BACKUP_RETENTION", "14"))))
except (TypeError, ValueError):
BACKUP_RETENTION = 14
try:
BACKUP_INTERVAL_HOURS = max(0, min(168, int(os.environ.get("BACKUP_INTERVAL_HOURS", "24"))))
except (TypeError, ValueError):
BACKUP_INTERVAL_HOURS = 24
NOUS_BASE_URL = "https://inference-api.nousresearch.com/v1"
DEEPSEEK_BASE_URL = "https://api.deepseek.com/v1"
DEEPSEEK_MODELS = [
{"id": "deepseek-chat", "label": "DeepSeek Chat", "free": False},
{"id": "deepseek-reasoner", "label": "DeepSeek Reasoner", "free": False},
]
NOUS_FREE_MODELS = [
{"id": "meituan/longcat-2.0:free", "label": "Meituan · LongCat 2.0", "free": True},
{"id": "upstage/solar-pro-4:free", "label": "Upstage · Solar Pro 4", "free": True},
{"id": "stepfun/step-3.7-flash:free", "label": "StepFun · Step 3.7 Flash", "free": True},
{"id": "poolside/laguna-s-2.1:free", "label": "Poolside · Laguna S 2.1", "free": True},
{"id": "poolside/laguna-xs-2.1:free", "label": "Poolside · Laguna XS 2.1", "free": True},
{"id": "inclusionai/ling-3.0-flash-fin:free", "label": "inclusionAI · Ling 3.0 Flash Fin", "free": True},
{"id": "inclusionai/ling-3.0-flash-sante:free", "label": "inclusionAI · Ling 3.0 Flash Sante", "free": True},
]
_nous_models_cache: list[dict[str, Any]] = NOUS_FREE_MODELS.copy()
_nous_models_cached_at = 0.0
ALLOWED_REVIEW = {"pending", "approved", "rejected", "contacted"}
_discover_lock = threading.Lock()
_schema_lock = threading.Lock()
_schema_path: str | None = None
def password_hash(password: str) -> str:
"""Hash a password with the standard-library scrypt implementation."""
value = str(password or "")
if len(value) < 8:
raise ValueError("password_must_be_at_least_8_characters")
salt = secrets.token_bytes(16)
digest = hashlib.scrypt(value.encode("utf-8"), salt=salt, n=16_384, r=8, p=1, dklen=32)
return "scrypt$16384$8$1$" + base64.urlsafe_b64encode(salt).decode("ascii") + "$" + base64.urlsafe_b64encode(digest).decode("ascii")
def password_matches(password: str, stored: str) -> bool:
try:
scheme, n, r, p, salt_text, digest_text = str(stored or "").split("$", 5)
if scheme != "scrypt":
return False
salt = base64.urlsafe_b64decode(salt_text.encode("ascii"))
expected = base64.urlsafe_b64decode(digest_text.encode("ascii"))
actual = hashlib.scrypt(str(password or "").encode("utf-8"), salt=salt, n=int(n), r=int(r), p=int(p), dklen=len(expected))
return hmac.compare_digest(actual, expected)
except (TypeError, ValueError, base64.binascii.Error):
return False
def _session_hash(token: str) -> str:
return hashlib.sha256(str(token).encode("utf-8")).hexdigest()
def public_auth_path(path: str) -> bool:
return path in {"/api/health", "/api/config", "/api/auth/status", "/api/auth/login", "/api/auth/setup"}
def user_view(row: sqlite3.Row | dict[str, Any]) -> dict[str, Any]:
value = dict(row)
for secret in ("password_hash", "failed_login_count", "locked_until"):
value.pop(secret, None)
value["active"] = bool(value.get("active", True))
return value
def workspace_view(row: sqlite3.Row | dict[str, Any] | None) -> dict[str, Any] | None:
return dict(row) if row else None
def _saved_settings() -> dict[str, str]:
"""Read persisted runtime settings, falling back cleanly during startup."""
try:
conn = db()
try:
return {str(row["key"]): str(row["value"]) for row in conn.execute("SELECT key,value FROM settings")}
finally:
conn.close()
except Exception:
return {}
COMPANY_PROFILE_KEYS = {
"website_url": "COMPANY_WEBSITE_URL",
"name": "COMPANY_NAME",
"description": "COMPANY_DESCRIPTION",
"services": "COMPANY_SERVICES",
"packages": "COMPANY_PACKAGES",
"tone": "COMPANY_TONE",
"notes": "COMPANY_NOTES",
"website_content": "COMPANY_WEBSITE_CONTENT",
"website_title": "COMPANY_WEBSITE_TITLE",
"website_fetched_at": "COMPANY_WEBSITE_FETCHED_AT",
}
def company_profile_settings(saved: dict[str, str] | None = None) -> dict[str, Any]:
"""Return the owner's reusable company knowledge for AI prompts/UI."""
values = saved if saved is not None else _saved_settings()
profile = {field: str(values.get(key, ""))[:20_000] for field, key in COMPANY_PROFILE_KEYS.items()}
profile["configured"] = bool(profile.get("website_url") or profile.get("description") or profile.get("services") or profile.get("packages"))
return profile
class _CompanyPageParser(HTMLParser):
"""Small bounded text extractor used by Teach AI; no scripts are retained."""
def __init__(self) -> None:
super().__init__(convert_charrefs=True)
self.title: list[str] = []
self.parts: list[str] = []
self._tag_stack: list[str] = []
def handle_starttag(self, tag: str, attrs: list[tuple[str, str | None]]) -> None:
tag = tag.lower()
self._tag_stack.append(tag)
def handle_endtag(self, tag: str) -> None:
tag = tag.lower()
for index in range(len(self._tag_stack) - 1, -1, -1):
if self._tag_stack[index] == tag:
del self._tag_stack[index:]
break
def handle_data(self, data: str) -> None:
if any(tag in {"script", "style", "noscript", "svg", "template"} for tag in self._tag_stack):
return
clean = re.sub(r"\s+", " ", data).strip()
if not clean:
return
if "title" in self._tag_stack:
self.title.append(clean)
self.parts.append(clean)
def fetch_company_page(url: str) -> dict[str, str]:
"""Fetch a public company page and extract a safe, bounded knowledge snapshot."""
normalized = normalize_url(url)
if not normalized or urlparse(normalized).scheme not in {"http", "https"} or not _safe_url(normalized):
raise ValueError("public_http_website_url_required")
request = urllib.request.Request(normalized, headers={"User-Agent": OUTBOUND_USER_AGENT, "Accept": "text/html,application/xhtml+xml"}, method="GET")
started = time.monotonic()
try:
with urllib.request.urlopen(request, timeout=20) as response:
content_type = str(response.headers.get("Content-Type") or "").lower()
body = response.read(1_000_000)
final_url = str(response.geturl() or normalized)
except urllib.error.HTTPError as exc:
raise RuntimeError(f"company_website_http_{exc.code}") from exc
except urllib.error.URLError as exc:
raise RuntimeError(f"company_website_unreachable:{exc.reason}") from exc
if content_type and "html" not in content_type and "xhtml" not in content_type:
raise RuntimeError("company_website_not_html")
parser = _CompanyPageParser()
parser.feed(body.decode("utf-8", "replace"))
text = " ".join(parser.parts)
# Keep enough context for packages/services while preventing a huge prompt.
text = re.sub(r"\s+", " ", text).strip()[:20_000]
title = " ".join(parser.title).strip()[:300]
record_log("ai", "company_website_learned", details={"url": _safe_log_url(final_url), "title": title, "characters": len(text), "duration_ms": int((time.monotonic() - started) * 1000)})
return {"website_url": final_url, "website_title": title, "website_content": text, "website_fetched_at": now()}
def _setting_int(saved: dict[str, str], key: str, env_key: str, default: int, minimum: int, maximum: int) -> int:
try:
value = int(saved.get(key, os.environ.get(env_key, str(default))))
except (TypeError, ValueError):
value = default
return max(minimum, min(maximum, value))
def _setting_float(saved: dict[str, str], key: str, env_key: str, default: float, minimum: float, maximum: float) -> float:
try:
value = float(saved.get(key, os.environ.get(env_key, str(default))))
except (TypeError, ValueError):
value = default
return max(minimum, min(maximum, value))
def _setting_bool(saved: dict[str, str], key: str, env_key: str, default: bool) -> bool:
raw = str(saved.get(key, os.environ.get(env_key, "true" if default else "false"))).strip().lower()
return raw not in {"0", "false", "no", "off", "disabled"}
def browser_use_settings() -> dict[str, Any]:
"""Return the live Browser Use controls from Settings or .env defaults."""
saved = _saved_settings()
return {
"enabled": _setting_bool(saved, "BROWSER_USE_ENABLED", "BROWSER_USE_ENABLED", BROWSER_USE_ENABLED),
"max_steps": _setting_int(saved, "BROWSER_USE_MAX_STEPS", "BROWSER_USE_MAX_STEPS", 10, 3, 50),
"timeout_seconds": _setting_int(saved, "BROWSER_USE_TIMEOUT_SECONDS", "BROWSER_USE_TIMEOUT_SECONDS", 600, 30, 1800),
"llm_timeout_seconds": _setting_int(saved, "BROWSER_USE_LLM_TIMEOUT_SECONDS", "BROWSER_USE_LLM_TIMEOUT_SECONDS", 90, 10, 300),
"headless": True,
"public_only": True,
}
def browser_use_limits() -> tuple[int, int]:
"""Return bounded Browser Use steps/timeout for compatibility with callers."""
runtime = browser_use_settings()
return int(runtime["max_steps"]), int(runtime["timeout_seconds"])
def gmaps_runtime_settings() -> dict[str, Any]:
"""Return live Maps worker timing controls from Settings or .env defaults."""
saved = _saved_settings()
return {
"request_timeout_seconds": _setting_int(saved, "GMAPS_REQUEST_TIMEOUT", "GMAPS_REQUEST_TIMEOUT", GMAPS_REQUEST_TIMEOUT, 60, 7200),
"poll_seconds": _setting_float(saved, "GMAPS_POLL_SECONDS", "GMAPS_POLL_SECONDS", GMAPS_POLL_SECONDS, 0.5, 60.0),
"max_depth": _setting_int(saved, "GMAPS_MAX_DEPTH", "GMAPS_MAX_DEPTH", 1, 1, 10),
}
def website_scan_timeout_seconds() -> int:
saved = _saved_settings()
return _setting_int(saved, "WEBSITE_SCAN_TIMEOUT", "WEBSITE_SCAN_TIMEOUT", 8, 2, 60)
def now() -> str:
return datetime.now(timezone.utc).replace(microsecond=0).isoformat()
try:
LOG_RETENTION = max(2_000, min(50_000, int(os.environ.get("LOG_RETENTION", "20000"))))
except (TypeError, ValueError):
LOG_RETENTION = 20_000
_LOG_SECRET_KEYS = {"api_key", "authorization", "password", "secret", "token", "access_token", "refresh_token"}
def _redact_log_value(value: Any, depth: int = 0) -> Any:
"""Keep logs useful without persisting provider credentials."""
if depth > 5:
return "[truncated]"
if isinstance(value, dict):
output: dict[str, Any] = {}
for key, item in list(value.items())[:80]:
key_text = str(key)
if key_text.lower() in _LOG_SECRET_KEYS or key_text.lower().endswith("_api_key"):
output[key_text] = "[redacted]"
else:
output[key_text] = _redact_log_value(item, depth + 1)
return output
if isinstance(value, (list, tuple, set)):
return [_redact_log_value(item, depth + 1) for item in list(value)[:100]]
if isinstance(value, str):
return value[:4_000] + ("…" if len(value) > 4_000 else "")
if isinstance(value, (int, float, bool)) or value is None:
return value
return str(value)[:4_000]
def record_log(kind: str, event: str, *, level: str = "info", method: str = "", path: str = "",
status: int | None = None, duration_ms: int | None = None, details: Any = None,
error: str = "", run_id: int | None = None, prospect_id: int | None = None,
organization_id: int | None = None, user_id: int | None = None) -> None:
"""Persist one bounded operational event; logging must never break a request."""
try:
safe_kind = str(kind or "system").strip().lower()[:30] or "system"
safe_level = str(level or "info").strip().lower()[:12] or "info"
safe_details = _redact_log_value(details if details is not None else {})
encoded = json.dumps(safe_details, ensure_ascii=False, default=str)[:20_000]
conn = db()
try:
resolved_org = organization_id
if resolved_org is None and prospect_id is not None:
lookup = conn.execute("SELECT organization_id FROM prospects WHERE id=?", (prospect_id,)).fetchone()
resolved_org = lookup[0] if lookup else None
if resolved_org is None and run_id is not None:
lookup = conn.execute("SELECT organization_id FROM runs WHERE id=?", (run_id,)).fetchone()
resolved_org = lookup[0] if lookup else None
cur = conn.execute(
"""INSERT INTO logs(created_at,kind,level,event,method,path,status,duration_ms,run_id,prospect_id,details,error,organization_id,user_id)
VALUES(?,?,?,?,?,?,?,?,?,?,?,?,?,?)""",
(now(), safe_kind, safe_level, str(event or "event")[:240], str(method or "")[:12],
str(path or "")[:500], status, duration_ms, run_id, prospect_id, encoded, str(error or "")[:2_000], int(resolved_org or 1), user_id),
)
# Retain enough history for investigation without allowing a busy
# browser session to grow the SQLite volume indefinitely.
if int(cur.lastrowid or 0) % 100 == 0:
conn.execute("DELETE FROM logs WHERE id NOT IN (SELECT id FROM logs ORDER BY id DESC LIMIT ?)", (LOG_RETENTION,))
conn.commit()
finally:
conn.close()
except Exception:
return
def backend_mode() -> str:
configured = os.environ.get("DISCOVERY_BACKEND", "").strip().lower()
if configured in {"gmaps", "browser"}:
return configured
return "gmaps" if os.environ.get("GMAPS_URL", "").strip() else "browser"
def db() -> sqlite3.Connection:
global _schema_path
os.makedirs(os.path.dirname(DB_PATH) or ".", exist_ok=True)
conn = sqlite3.connect(DB_PATH, timeout=30)
conn.row_factory = sqlite3.Row
conn.execute("PRAGMA busy_timeout=30000")
conn.execute("PRAGMA journal_mode=WAL")
if _schema_path == DB_PATH:
return conn
_schema_lock.acquire()
if _schema_path == DB_PATH:
_schema_lock.release()
return conn
conn.execute("""CREATE TABLE IF NOT EXISTS organizations (
id INTEGER PRIMARY KEY AUTOINCREMENT,
name TEXT NOT NULL,
created_at TEXT NOT NULL,
updated_at TEXT NOT NULL
)""")
conn.execute("""CREATE TABLE IF NOT EXISTS users (
id INTEGER PRIMARY KEY AUTOINCREMENT,
organization_id INTEGER NOT NULL,
email TEXT NOT NULL,
name TEXT NOT NULL DEFAULT '',
password_hash TEXT NOT NULL,
role TEXT NOT NULL DEFAULT 'reviewer',
active INTEGER NOT NULL DEFAULT 1,
failed_login_count INTEGER NOT NULL DEFAULT 0,
locked_until TEXT NOT NULL DEFAULT '',
last_login_at TEXT NOT NULL DEFAULT '',
created_at TEXT NOT NULL,
updated_at TEXT NOT NULL,
UNIQUE(organization_id, email)
)""")
conn.execute("""CREATE TABLE IF NOT EXISTS sessions (
id INTEGER PRIMARY KEY AUTOINCREMENT,
user_id INTEGER NOT NULL,
token_hash TEXT NOT NULL UNIQUE,
csrf_token TEXT NOT NULL,
created_at TEXT NOT NULL,
last_seen_at TEXT NOT NULL,
expires_at TEXT NOT NULL,
ip_address TEXT NOT NULL DEFAULT '',
user_agent TEXT NOT NULL DEFAULT ''
)""")
conn.execute("""CREATE TABLE IF NOT EXISTS password_reset_tokens (
id INTEGER PRIMARY KEY AUTOINCREMENT,
user_id INTEGER NOT NULL,
token_hash TEXT NOT NULL UNIQUE,
created_at TEXT NOT NULL,
expires_at TEXT NOT NULL,
used_at TEXT NOT NULL DEFAULT ''
)""")
conn.execute("INSERT OR IGNORE INTO organizations(id,name,created_at,updated_at) VALUES(1,?,?,?)", (WORKSPACE_NAME, now(), now()))
conn.execute("""CREATE TABLE IF NOT EXISTS prospects (
id INTEGER PRIMARY KEY AUTOINCREMENT,
organization_id INTEGER NOT NULL DEFAULT 1,
created_by INTEGER,
assigned_user_id INTEGER,
updated_at TEXT NOT NULL DEFAULT '',
name TEXT NOT NULL,
website TEXT NOT NULL DEFAULT '',
domain TEXT NOT NULL UNIQUE,
description TEXT NOT NULL DEFAULT '',
query TEXT NOT NULL DEFAULT '',
discovered_at TEXT NOT NULL,
review_status TEXT NOT NULL DEFAULT 'pending',
review_notes TEXT NOT NULL DEFAULT '',
source TEXT NOT NULL DEFAULT 'google_maps',
source_id TEXT NOT NULL DEFAULT '',
category TEXT NOT NULL DEFAULT '',
search_category TEXT NOT NULL DEFAULT '',
address TEXT NOT NULL DEFAULT '',
phone TEXT NOT NULL DEFAULT '',
emails TEXT NOT NULL DEFAULT '',
rating REAL,
review_count INTEGER NOT NULL DEFAULT 0,
maps_url TEXT NOT NULL DEFAULT '',
latitude REAL,
longitude REAL,
listing_status TEXT NOT NULL DEFAULT '',
website_status TEXT NOT NULL DEFAULT 'unknown',
website_http_status INTEGER,
website_final_url TEXT NOT NULL DEFAULT '',
website_latency_ms INTEGER NOT NULL DEFAULT 0,
website_https INTEGER NOT NULL DEFAULT 0,
website_title TEXT NOT NULL DEFAULT '',
website_technology TEXT NOT NULL DEFAULT '',
website_has_viewport INTEGER NOT NULL DEFAULT 0,
website_tls_expires_at TEXT NOT NULL DEFAULT '',
website_checked_at TEXT NOT NULL DEFAULT '',
website_error TEXT NOT NULL DEFAULT '',
email_evidence TEXT NOT NULL DEFAULT '[]',
score_reasons TEXT NOT NULL DEFAULT '[]',
ai_probability REAL,
ai_recommendation TEXT NOT NULL DEFAULT '',
ai_reasoning TEXT NOT NULL DEFAULT '',
ai_checked_at TEXT NOT NULL DEFAULT '',
ai_subject TEXT NOT NULL DEFAULT '',
ai_message TEXT NOT NULL DEFAULT '',
ai_offer TEXT NOT NULL DEFAULT '',
ai_unknowns TEXT NOT NULL DEFAULT '[]',
ai_evidence_ids TEXT NOT NULL DEFAULT '[]',
ai_follow_up TEXT NOT NULL DEFAULT '',
ai_mockup_id INTEGER,
opportunity_score INTEGER NOT NULL DEFAULT 0,
raw_json TEXT NOT NULL DEFAULT '{}'
)""")
conn.execute("""CREATE TABLE IF NOT EXISTS runs (
id INTEGER PRIMARY KEY AUTOINCREMENT,
organization_id INTEGER NOT NULL DEFAULT 1,
created_by INTEGER,
query TEXT NOT NULL,
location TEXT NOT NULL,
requested INTEGER NOT NULL,
found INTEGER NOT NULL DEFAULT 0,
added INTEGER NOT NULL DEFAULT 0,
status TEXT NOT NULL,
error TEXT NOT NULL DEFAULT '',
created_at TEXT NOT NULL,
source TEXT NOT NULL DEFAULT 'google_maps',
external_job_id TEXT NOT NULL DEFAULT '',
stage TEXT NOT NULL DEFAULT 'queued',
progress INTEGER NOT NULL DEFAULT 0,
completed_at TEXT NOT NULL DEFAULT '',
request_json TEXT NOT NULL DEFAULT '{}',
attempts INTEGER NOT NULL DEFAULT 1,
last_heartbeat_at TEXT NOT NULL DEFAULT '',
cancel_requested INTEGER NOT NULL DEFAULT 0,
retry_of INTEGER,
failure_count INTEGER NOT NULL DEFAULT 0,
recovery_state TEXT NOT NULL DEFAULT ''
)""")
conn.execute("""CREATE TABLE IF NOT EXISTS suppressions (
id INTEGER PRIMARY KEY AUTOINCREMENT,
organization_id INTEGER NOT NULL DEFAULT 1,
created_by INTEGER,
kind TEXT NOT NULL,
value TEXT NOT NULL,
reason TEXT NOT NULL DEFAULT '',
created_at TEXT NOT NULL,
UNIQUE(kind, value)
)""")
conn.execute("""CREATE TABLE IF NOT EXISTS schedules (
id INTEGER PRIMARY KEY AUTOINCREMENT, organization_id INTEGER NOT NULL DEFAULT 1, created_by INTEGER, category TEXT NOT NULL, keywords TEXT NOT NULL,
location TEXT NOT NULL DEFAULT 'South Africa', max_results INTEGER NOT NULL DEFAULT 25,
interval_hours INTEGER NOT NULL DEFAULT 24, enabled INTEGER NOT NULL DEFAULT 1,
next_run_at TEXT NOT NULL, last_run_id INTEGER, created_at TEXT NOT NULL
)""")
conn.execute("""CREATE TABLE IF NOT EXISTS settings (
key TEXT PRIMARY KEY, value TEXT NOT NULL DEFAULT '', updated_at TEXT NOT NULL
)""")
conn.execute("""CREATE TABLE IF NOT EXISTS website_candidates (
id INTEGER PRIMARY KEY AUTOINCREMENT,
organization_id INTEGER NOT NULL DEFAULT 1,
prospect_id INTEGER NOT NULL,
url TEXT NOT NULL,
domain TEXT NOT NULL,
confidence INTEGER NOT NULL DEFAULT 0,
evidence TEXT NOT NULL DEFAULT '[]',
source TEXT NOT NULL DEFAULT 'browser_use',
status TEXT NOT NULL DEFAULT 'candidate',
discovered_at TEXT NOT NULL,
raw_json TEXT NOT NULL DEFAULT '{}',
UNIQUE(prospect_id, domain)
)""")
conn.execute("""CREATE TABLE IF NOT EXISTS logs (
id INTEGER PRIMARY KEY AUTOINCREMENT,
organization_id INTEGER NOT NULL DEFAULT 1,
user_id INTEGER,
created_at TEXT NOT NULL,
kind TEXT NOT NULL DEFAULT 'system',
level TEXT NOT NULL DEFAULT 'info',
event TEXT NOT NULL,
method TEXT NOT NULL DEFAULT '',
path TEXT NOT NULL DEFAULT '',
status INTEGER,
duration_ms INTEGER,
run_id INTEGER,
prospect_id INTEGER,
details TEXT NOT NULL DEFAULT '{}',
error TEXT NOT NULL DEFAULT ''
)""")
conn.execute("""CREATE TABLE IF NOT EXISTS promotions (
id INTEGER PRIMARY KEY AUTOINCREMENT,
organization_id INTEGER NOT NULL DEFAULT 1,
created_by INTEGER,
name TEXT NOT NULL,
description TEXT NOT NULL DEFAULT '',
terms TEXT NOT NULL DEFAULT '',
starts_at TEXT NOT NULL DEFAULT '',
ends_at TEXT NOT NULL DEFAULT '',
active INTEGER NOT NULL DEFAULT 1,
created_at TEXT NOT NULL,
updated_at TEXT NOT NULL
)""")
conn.execute("""CREATE TABLE IF NOT EXISTS prospect_notes (
id INTEGER PRIMARY KEY AUTOINCREMENT,
organization_id INTEGER NOT NULL DEFAULT 1,
prospect_id INTEGER NOT NULL,
user_id INTEGER,
body TEXT NOT NULL,
created_at TEXT NOT NULL,
updated_at TEXT NOT NULL
)""")
conn.execute("""CREATE TABLE IF NOT EXISTS prospect_tasks (
id INTEGER PRIMARY KEY AUTOINCREMENT,
organization_id INTEGER NOT NULL DEFAULT 1,
prospect_id INTEGER NOT NULL,
created_by INTEGER,
assigned_user_id INTEGER,
title TEXT NOT NULL,
description TEXT NOT NULL DEFAULT '',
due_at TEXT NOT NULL DEFAULT '',
status TEXT NOT NULL DEFAULT 'open',
completed_at TEXT NOT NULL DEFAULT '',
created_at TEXT NOT NULL,
updated_at TEXT NOT NULL
)""")
conn.execute("""CREATE TABLE IF NOT EXISTS score_history (
id INTEGER PRIMARY KEY AUTOINCREMENT,
organization_id INTEGER NOT NULL DEFAULT 1,
prospect_id INTEGER NOT NULL,
user_id INTEGER,
score_type TEXT NOT NULL DEFAULT 'opportunity',
score INTEGER NOT NULL DEFAULT 0,
reasons TEXT NOT NULL DEFAULT '[]',
model TEXT NOT NULL DEFAULT '',
created_at TEXT NOT NULL
)""")
conn.execute("""CREATE TABLE IF NOT EXISTS ai_assessment_history (
id INTEGER PRIMARY KEY AUTOINCREMENT,
organization_id INTEGER NOT NULL DEFAULT 1,
prospect_id INTEGER NOT NULL,
user_id INTEGER,
probability INTEGER NOT NULL DEFAULT 0,
recommendation TEXT NOT NULL DEFAULT '',
reasoning TEXT NOT NULL DEFAULT '',
model TEXT NOT NULL DEFAULT '',
created_at TEXT NOT NULL
)""")
conn.execute("""CREATE TABLE IF NOT EXISTS mockups (
id INTEGER PRIMARY KEY AUTOINCREMENT,
organization_id INTEGER NOT NULL DEFAULT 1,
prospect_id INTEGER NOT NULL,
created_by INTEGER,
token TEXT NOT NULL UNIQUE,
title TEXT NOT NULL DEFAULT '',
source_url TEXT NOT NULL DEFAULT '',
html TEXT NOT NULL,
mode TEXT NOT NULL DEFAULT 'onepage',
pages_json TEXT NOT NULL DEFAULT '[]',
ai_model TEXT NOT NULL DEFAULT '',
generation_source TEXT NOT NULL DEFAULT 'fallback',
instructions TEXT NOT NULL DEFAULT '',
status TEXT NOT NULL DEFAULT 'published',
parent_id INTEGER,
version INTEGER NOT NULL DEFAULT 1,
edit_instructions TEXT NOT NULL DEFAULT '',
created_at TEXT NOT NULL,
updated_at TEXT NOT NULL
)""")
conn.execute("""CREATE TABLE IF NOT EXISTS audit_events (
id INTEGER PRIMARY KEY AUTOINCREMENT,
organization_id INTEGER NOT NULL DEFAULT 1,
user_id INTEGER,
action TEXT NOT NULL,
entity_type TEXT NOT NULL DEFAULT '',
entity_id INTEGER,
details TEXT NOT NULL DEFAULT '{}',
ip_address TEXT NOT NULL DEFAULT '',
created_at TEXT NOT NULL
)""")
conn.execute("""CREATE TABLE IF NOT EXISTS run_events (
id INTEGER PRIMARY KEY AUTOINCREMENT,
organization_id INTEGER NOT NULL DEFAULT 1,
run_id INTEGER NOT NULL,
user_id INTEGER,
stage TEXT NOT NULL DEFAULT '',
status TEXT NOT NULL DEFAULT '',
progress INTEGER NOT NULL DEFAULT 0,
message TEXT NOT NULL DEFAULT '',
details TEXT NOT NULL DEFAULT '{}',
created_at TEXT NOT NULL
)""")
# Migrate databases created by v1-v5 without destroying the user's
# catalogue. SQLite permits adding nullable/defaulted columns in place.
migrations = {
"organization_id": "INTEGER NOT NULL DEFAULT 1",
"created_by": "INTEGER",
"assigned_user_id": "INTEGER",
"updated_at": "TEXT NOT NULL DEFAULT ''",
"source": "TEXT NOT NULL DEFAULT 'google_maps'",
"source_id": "TEXT NOT NULL DEFAULT ''",
"category": "TEXT NOT NULL DEFAULT ''",
"search_category": "TEXT NOT NULL DEFAULT ''",
"address": "TEXT NOT NULL DEFAULT ''",
"phone": "TEXT NOT NULL DEFAULT ''",
"emails": "TEXT NOT NULL DEFAULT ''",
"rating": "REAL",
"review_count": "INTEGER NOT NULL DEFAULT 0",
"maps_url": "TEXT NOT NULL DEFAULT ''",
"latitude": "REAL",
"longitude": "REAL",
"listing_status": "TEXT NOT NULL DEFAULT ''",
"website_status": "TEXT NOT NULL DEFAULT 'unknown'",
"website_http_status": "INTEGER",
"website_final_url": "TEXT NOT NULL DEFAULT ''",
"website_latency_ms": "INTEGER NOT NULL DEFAULT 0",
"website_https": "INTEGER NOT NULL DEFAULT 0",
"website_title": "TEXT NOT NULL DEFAULT ''",
"website_technology": "TEXT NOT NULL DEFAULT ''",
"website_has_viewport": "INTEGER NOT NULL DEFAULT 0",
"website_tls_expires_at": "TEXT NOT NULL DEFAULT ''",
"website_checked_at": "TEXT NOT NULL DEFAULT ''",
"website_error": "TEXT NOT NULL DEFAULT ''",
"email_evidence": "TEXT NOT NULL DEFAULT '[]'",
"score_reasons": "TEXT NOT NULL DEFAULT '[]'",
"ai_probability": "REAL",
"ai_recommendation": "TEXT NOT NULL DEFAULT ''",
"ai_reasoning": "TEXT NOT NULL DEFAULT ''",
"ai_checked_at": "TEXT NOT NULL DEFAULT ''",
"ai_subject": "TEXT NOT NULL DEFAULT ''",
"ai_message": "TEXT NOT NULL DEFAULT ''",
"ai_offer": "TEXT NOT NULL DEFAULT ''",
"ai_unknowns": "TEXT NOT NULL DEFAULT '[]'",
"ai_evidence_ids": "TEXT NOT NULL DEFAULT '[]'",
"ai_follow_up": "TEXT NOT NULL DEFAULT ''",
"ai_promotion_id": "INTEGER",
"ai_mockup_id": "INTEGER",
"opportunity_score": "INTEGER NOT NULL DEFAULT 0",
"raw_json": "TEXT NOT NULL DEFAULT '{}'",
}
existing = {row[1] for row in conn.execute("PRAGMA table_info(prospects)")}
for name, ddl in migrations.items():
if name not in existing:
conn.execute(f"ALTER TABLE prospects ADD COLUMN {name} {ddl}")
run_migrations = {
"organization_id": "INTEGER NOT NULL DEFAULT 1",
"created_by": "INTEGER",
"source": "TEXT NOT NULL DEFAULT 'google_maps'",
"external_job_id": "TEXT NOT NULL DEFAULT ''",
"stage": "TEXT NOT NULL DEFAULT 'queued'",
"progress": "INTEGER NOT NULL DEFAULT 0",
"completed_at": "TEXT NOT NULL DEFAULT ''",
"request_json": "TEXT NOT NULL DEFAULT '{}'",
"attempts": "INTEGER NOT NULL DEFAULT 1",
"last_heartbeat_at": "TEXT NOT NULL DEFAULT ''",
"cancel_requested": "INTEGER NOT NULL DEFAULT 0",
"retry_of": "INTEGER",
"failure_count": "INTEGER NOT NULL DEFAULT 0",
"recovery_state": "TEXT NOT NULL DEFAULT ''",
}
existing_runs = {row[1] for row in conn.execute("PRAGMA table_info(runs)")}
for name, ddl in run_migrations.items():
if name not in existing_runs:
conn.execute(f"ALTER TABLE runs ADD COLUMN {name} {ddl}")
for table, fields in {
"suppressions": {"organization_id": "INTEGER NOT NULL DEFAULT 1", "created_by": "INTEGER"},
"schedules": {"organization_id": "INTEGER NOT NULL DEFAULT 1", "created_by": "INTEGER"},
"website_candidates": {"organization_id": "INTEGER NOT NULL DEFAULT 1"},
"logs": {"organization_id": "INTEGER NOT NULL DEFAULT 1", "user_id": "INTEGER"},
"promotions": {"organization_id": "INTEGER NOT NULL DEFAULT 1", "created_by": "INTEGER"},
"prospect_notes": {"organization_id": "INTEGER NOT NULL DEFAULT 1"},
"prospect_tasks": {"organization_id": "INTEGER NOT NULL DEFAULT 1"},
"score_history": {"organization_id": "INTEGER NOT NULL DEFAULT 1"},
"ai_assessment_history": {"organization_id": "INTEGER NOT NULL DEFAULT 1"},
"audit_events": {"organization_id": "INTEGER NOT NULL DEFAULT 1"},
"run_events": {"organization_id": "INTEGER NOT NULL DEFAULT 1"},
"mockups": {"organization_id": "INTEGER NOT NULL DEFAULT 1"},
}.items():
existing_fields = {row[1] for row in conn.execute(f"PRAGMA table_info({table})")}
for name, ddl in fields.items():
if name not in existing_fields:
conn.execute(f"ALTER TABLE {table} ADD COLUMN {name} {ddl}")
existing_mockup_fields = {row[1] for row in conn.execute("PRAGMA table_info(mockups)")}
for name, ddl in {
"mode": "TEXT NOT NULL DEFAULT 'onepage'",
"pages_json": "TEXT NOT NULL DEFAULT '[]'",
# Template edits are immutable versions. Existing v1-v4 rows remain
# valid roots; new editor versions point back to their root row.
"parent_id": "INTEGER",
"version": "INTEGER NOT NULL DEFAULT 1",
"edit_instructions": "TEXT NOT NULL DEFAULT ''",
}.items():
if name not in existing_mockup_fields:
conn.execute(f"ALTER TABLE mockups ADD COLUMN {name} {ddl}")
for table in ("prospects", "runs", "suppressions", "schedules", "website_candidates", "logs", "promotions", "prospect_notes", "prospect_tasks", "score_history", "ai_assessment_history", "audit_events", "run_events", "mockups"):
conn.execute(f"UPDATE {table} SET organization_id=1 WHERE organization_id IS NULL OR organization_id=0")
conn.execute("CREATE INDEX IF NOT EXISTS idx_prospects_review ON prospects(review_status)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_prospects_score ON prospects(opportunity_score DESC)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_runs_created ON runs(id DESC)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_website_candidates_prospect ON website_candidates(prospect_id, confidence DESC)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_logs_created ON logs(id DESC)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_logs_kind ON logs(kind, id DESC)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_logs_level ON logs(level, id DESC)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_users_org ON users(organization_id, active)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_sessions_token ON sessions(token_hash)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_prospects_org_score ON prospects(organization_id, opportunity_score DESC)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_prospects_assigned ON prospects(organization_id, assigned_user_id)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_notes_prospect ON prospect_notes(organization_id, prospect_id, id DESC)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_tasks_prospect ON prospect_tasks(organization_id, prospect_id, status, due_at)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_score_history_prospect ON score_history(organization_id, prospect_id, id DESC)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_ai_history_prospect ON ai_assessment_history(organization_id, prospect_id, id DESC)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_audit_org_created ON audit_events(organization_id, id DESC)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_run_events_run ON run_events(organization_id, run_id, id DESC)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_mockups_prospect ON mockups(organization_id, prospect_id, id DESC)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_mockups_token ON mockups(token)")
conn.execute("CREATE INDEX IF NOT EXISTS idx_mockups_parent ON mockups(organization_id, parent_id, version DESC, id DESC)")
conn.commit()
_schema_path = DB_PATH
_schema_lock.release()
return conn
ROLE_ORDER = {"viewer": 10, "reviewer": 20, "researcher": 30, "admin": 40, "owner": 50}
ALLOWED_ROLES = set(ROLE_ORDER)
def _future_iso(seconds: int) -> str:
return datetime.fromtimestamp(time.time() + int(seconds), timezone.utc).replace(microsecond=0).isoformat()
def _expired(timestamp: str) -> bool:
try:
value = datetime.fromisoformat(str(timestamp).replace("Z", "+00:00"))
if value.tzinfo is None:
value = value.replace(tzinfo=timezone.utc)
return value <= datetime.now(timezone.utc)
except (TypeError, ValueError):
return True
def default_workspace_id() -> int:
conn = db()
try:
row = conn.execute("SELECT id FROM organizations ORDER BY id LIMIT 1").fetchone()
return int(row[0]) if row else 1
finally:
conn.close()
def ensure_owner_from_env() -> None:
"""Optionally seed the first owner for unattended Docker deployments."""
email = os.environ.get("OWNER_EMAIL", "").strip().lower()
password = os.environ.get("OWNER_PASSWORD", "")
if not email or not password:
return
conn = db()
try:
if conn.execute("SELECT 1 FROM users LIMIT 1").fetchone():
return
name = os.environ.get("OWNER_NAME", "Workspace owner").strip()[:160] or "Workspace owner"
workspace = os.environ.get("WORKSPACE_NAME", WORKSPACE_NAME).strip()[:160] or WORKSPACE_NAME
conn.execute("UPDATE organizations SET name=?,updated_at=? WHERE id=1", (workspace, now()))
try:
hashed = password_hash(password)
except ValueError:
return
conn.execute("INSERT INTO users(organization_id,email,name,password_hash,role,active,created_at,updated_at) VALUES(?,?,?,?,?,?,?,?)", (1, email, name, hashed, "owner", 1, now(), now()))
conn.commit()
finally:
conn.close()
def authenticated_user(handler: BaseHTTPRequestHandler) -> dict[str, Any] | None:
"""Resolve the signed-in user from the server-side session cookie."""
if not AUTH_REQUIRED:
organization_id = default_workspace_id()
user = {"id": None, "organization_id": organization_id, "email": "legacy-local", "name": "Local owner", "role": "owner", "active": True}
handler._auth_user = user # type: ignore[attr-defined]
handler._organization_id = organization_id # type: ignore[attr-defined]
handler._user_id = None # type: ignore[attr-defined]
return user
cookie = SimpleCookie()
try:
cookie.load(handler.headers.get("Cookie", ""))
except Exception:
return None
token = cookie.get(AUTH_COOKIE_NAME)
if not token or not token.value:
return None
token_hash = _session_hash(token.value)
conn = db()
try:
row = conn.execute("""SELECT u.*,s.expires_at AS session_expires_at,s.csrf_token AS session_csrf_token,o.name AS organization_name,o.created_at AS organization_created_at
FROM sessions s JOIN users u ON u.id=s.user_id JOIN organizations o ON o.id=u.organization_id
WHERE s.token_hash=?""", (token_hash,)).fetchone()
if not row or not row["active"]:
return None
if _expired(row["session_expires_at"]):
conn.execute("DELETE FROM sessions WHERE token_hash=?", (token_hash,)); conn.commit()
return None
conn.execute("UPDATE sessions SET last_seen_at=? WHERE token_hash=?", (now(), token_hash)); conn.commit()
user = user_view(row)
user["organization"] = {"id": int(row["organization_id"]), "name": row["organization_name"]}
handler._session_token_hash = token_hash # type: ignore[attr-defined]
handler._csrf_token = str(row["session_csrf_token"] or "") # type: ignore[attr-defined]
handler._auth_user = user # type: ignore[attr-defined]
handler._organization_id = int(row["organization_id"]) # type: ignore[attr-defined]
handler._user_id = int(row["id"]) # type: ignore[attr-defined]
return user
finally:
conn.close()
def require_auth(handler: BaseHTTPRequestHandler, roles: set[str] | None = None) -> dict[str, Any] | None:
user = authenticated_user(handler)
if not user:
handler.send_json(401, {"error": "authentication_required"}) # type: ignore[attr-defined]
return None
if roles and str(user.get("role")) not in roles:
handler.send_json(403, {"error": "permission_denied", "required_roles": sorted(roles)}) # type: ignore[attr-defined]
return None
return user
def require_csrf(handler: BaseHTTPRequestHandler) -> bool:
"""Require the per-session CSRF token for browser state changes."""
if not AUTH_REQUIRED:
return True
expected = str(getattr(handler, "_csrf_token", "") or "")
provided = str(handler.headers.get("X-CSRF-Token", "") or "")
if expected and provided and hmac.compare_digest(expected, provided):
return True
handler.send_json(403, {"error": "csrf_token_required"}) # type: ignore[attr-defined]
return False
def same_org_user(conn: sqlite3.Connection, user_id: Any, organization_id: int) -> sqlite3.Row | None:
try:
value = int(user_id)
except (TypeError, ValueError):
return None
return conn.execute("SELECT id,email,name,role,active FROM users WHERE id=? AND organization_id=?", (value, organization_id)).fetchone()
def role_allows(user: dict[str, Any] | None, minimum: str) -> bool:
return bool(user and ROLE_ORDER.get(str(user.get("role")), 0) >= ROLE_ORDER.get(minimum, 999))
def set_session_cookie(handler: BaseHTTPRequestHandler, token: str, max_age: int = AUTH_SESSION_TTL_SECONDS) -> None:
secure = "; Secure" if AUTH_COOKIE_SECURE or str(handler.headers.get("X-Forwarded-Proto", "")).lower() == "https" else ""
handler._set_cookie = f"{AUTH_COOKIE_NAME}={token}; Max-Age={int(max_age)}; Path=/; HttpOnly; SameSite=Lax{secure}" # type: ignore[attr-defined]
def clear_session_cookie(handler: BaseHTTPRequestHandler) -> None:
handler._set_cookie = f"{AUTH_COOKIE_NAME}=; Max-Age=0; Path=/; HttpOnly; SameSite=Lax" # type: ignore[attr-defined]
def create_session(handler: BaseHTTPRequestHandler, user_id: int) -> tuple[str, str]:
token = secrets.token_urlsafe(32)
csrf = secrets.token_urlsafe(24)
stamp = now()
conn = db()
try:
conn.execute("INSERT INTO sessions(user_id,token_hash,csrf_token,created_at,last_seen_at,expires_at,ip_address,user_agent) VALUES(?,?,?,?,?,?,?,?)", (user_id, _session_hash(token), csrf, stamp, stamp, _future_iso(AUTH_SESSION_TTL_SECONDS), str(handler.client_address[0] if handler.client_address else "")[:100], str(handler.headers.get("User-Agent", ""))[:300]))
conn.commit()
row = conn.execute("SELECT u.*,o.name AS organization_name FROM users u JOIN organizations o ON o.id=u.organization_id WHERE u.id=?", (user_id,)).fetchone()
finally:
conn.close()
handler._session_token_hash = _session_hash(token) # type: ignore[attr-defined]
handler._csrf_token = csrf # type: ignore[attr-defined]
if row:
value = user_view(row)
value["organization"] = {"id": int(row["organization_id"]), "name": row["organization_name"]}
handler._auth_user = value # type: ignore[attr-defined]
handler._organization_id = int(row["organization_id"]) # type: ignore[attr-defined]
handler._user_id = int(row["id"]) # type: ignore[attr-defined]
set_session_cookie(handler, token)
return token, csrf
def record_audit(action: str, *, organization_id: int | None = None, user_id: int | None = None,
entity_type: str = "", entity_id: int | None = None, details: Any = None,
ip_address: str = "") -> None:
try:
conn = db()
try:
encoded = json.dumps(_redact_log_value(details if details is not None else {}), ensure_ascii=False, default=str)[:20_000]
conn.execute("INSERT INTO audit_events(organization_id,user_id,action,entity_type,entity_id,details,ip_address,created_at) VALUES(?,?,?,?,?,?,?,?)", (int(organization_id or 1), user_id, str(action)[:200], str(entity_type)[:80], entity_id, encoded, str(ip_address)[:100], now()))
conn.commit()
finally:
conn.close()
except Exception:
return
def backup_directory() -> Path:
return Path(BACKUP_DIR or (Path(DB_PATH).parent / "backups")).resolve()
def list_backups() -> list[dict[str, Any]]:
directory = backup_directory()
if not directory.is_dir():
return []
items: list[dict[str, Any]] = []
for path in sorted(directory.glob("prospects-*.db"), key=lambda item: item.stat().st_mtime, reverse=True):
try:
items.append({"name": path.name, "size_bytes": path.stat().st_size, "created_at": datetime.fromtimestamp(path.stat().st_mtime, timezone.utc).replace(microsecond=0).isoformat()})
except OSError:
continue
return items
def create_backup() -> dict[str, Any]:
"""Create an online SQLite backup and verify it before returning."""
directory = backup_directory()
directory.mkdir(parents=True, exist_ok=True)
filename = "prospects-" + datetime.now(timezone.utc).strftime("%Y%m%dT%H%M%SZ") + ".db"
target = directory / filename
source = sqlite3.connect(DB_PATH, timeout=30)
destination = sqlite3.connect(str(target), timeout=30)
try:
source.backup(destination)
result = destination.execute("PRAGMA integrity_check").fetchone()[0]
if str(result).lower() != "ok":
raise RuntimeError("backup_integrity_check_failed")
destination.commit()
finally:
destination.close(); source.close()
backups = sorted(directory.glob("prospects-*.db"), key=lambda item: item.stat().st_mtime, reverse=True)
for old in backups[BACKUP_RETENTION:]:
try: old.unlink()
except OSError: pass
return {"name": filename, "size_bytes": target.stat().st_size, "created_at": datetime.fromtimestamp(target.stat().st_mtime, timezone.utc).replace(microsecond=0).isoformat()}
def maybe_auto_backup() -> None:
"""Create a verified backup at most once per configured interval."""
if not BACKUP_INTERVAL_HOURS:
return
items = list_backups()
if items:
try:
latest = datetime.fromisoformat(str(items[0]["created_at"]).replace("Z", "+00:00"))
if (datetime.now(timezone.utc) - latest).total_seconds() < BACKUP_INTERVAL_HOURS * 3600:
return
except (TypeError, ValueError):
pass
try:
backup = create_backup()
record_log("system", "backup_auto_created", details=backup)
except Exception as exc:
record_log("system", "backup_auto_failed", level="error", error=str(exc)[:500])
def recover_stale_runs() -> None:
"""Recover abandoned runs once at process startup, not on every request."""
conn = db()
try:
stale = conn.execute("""SELECT id,organization_id,attempts FROM runs WHERE status IN ('queued','running')
AND julianday(CASE WHEN last_heartbeat_at='' THEN created_at ELSE last_heartbeat_at END) < julianday('now','-30 minutes')""").fetchall()
conn.execute("""UPDATE runs SET status='failed', stage='recovery_required', recovery_state='retryable', failure_count=failure_count+1,
error=CASE WHEN error='' THEN 'stale_run_recovered' ELSE error END,
completed_at=CASE WHEN completed_at='' THEN ? ELSE completed_at END
WHERE status IN ('queued','running')
AND julianday(CASE WHEN last_heartbeat_at='' THEN created_at ELSE last_heartbeat_at END) < julianday('now','-30 minutes')""", (now(),))
for row in stale:
conn.execute("INSERT INTO run_events(organization_id,run_id,stage,status,progress,message,details,created_at) VALUES(?,?,?,?,?,?,?,?)", (row["organization_id"], row["id"], "recovery_required", "failed", 100, "Run recovered after an interrupted worker", json.dumps({"attempts": row["attempts"]}), now()))
conn.commit()
finally:
conn.close()
def persist_website_candidates(prospect_id: int, candidates: list[dict[str, Any]]) -> list[dict[str, Any]]:
"""Upsert candidate domains immediately, preserving accepted decisions.
Search-page extraction and Browser Use are both allowed to return partial
results. Persisting in one small transaction before any optional AI work
means a timeout, model error, or disconnected UI cannot discard links
that were already visible to the browser.
"""
conn = db()
try:
prospect = conn.execute("SELECT organization_id FROM prospects WHERE id=?", (prospect_id,)).fetchone()
organization_id = int(prospect["organization_id"] if prospect else 1)
for candidate in candidates:
url = str(candidate.get("url") or "").strip()
domain = str(candidate.get("domain") or clean_domain(url)).lower().strip()
if not url or not domain:
continue
evidence = candidate.get("evidence")
if not isinstance(evidence, list):
evidence = []
raw = dict(candidate)
source = str(candidate.get("source") or "browser_use").strip()[:80] or "browser_use"
conn.execute(
"""INSERT INTO website_candidates(organization_id,prospect_id,url,domain,confidence,evidence,source,status,discovered_at,raw_json)
VALUES(?,?,?,?,?,?,?,?,?,?)
ON CONFLICT(prospect_id,domain) DO UPDATE SET
url=excluded.url, confidence=MAX(website_candidates.confidence, excluded.confidence),
evidence=excluded.evidence, source=excluded.source, discovered_at=excluded.discovered_at,
raw_json=excluded.raw_json,
status=CASE WHEN website_candidates.status='accepted' THEN 'accepted' ELSE 'candidate' END""",
(organization_id, prospect_id, url[:1000], domain[:255], max(0, min(100, as_int(candidate.get("confidence")))),
json.dumps(evidence[:12], ensure_ascii=False), source, "candidate", now(),
json.dumps(raw, ensure_ascii=False, default=str)[:100_000]),
)
conn.commit()
rows = conn.execute("SELECT * FROM website_candidates WHERE prospect_id=? AND organization_id=? ORDER BY confidence DESC, id DESC", (prospect_id, organization_id)).fetchall()
return [dict(item) for item in rows]
finally:
conn.close()
def verify_website_candidates(prospect: dict[str, Any], candidates: list[dict[str, Any]]) -> list[dict[str, Any]]:
"""Attach a small, evidence-grounded reachability/identity check.
Search results are useful leads, not proof of ownership. A bounded
website scan confirms whether the domain responds and whether its title or
final URL contains business-name tokens. Failed checks leave the result
as a reviewable candidate instead of deleting it.
"""
name_tokens = [token for token in re.findall(r"[a-z0-9]+", str(prospect.get("name") or "").lower())
if len(token) >= 3 and token not in {"and", "the", "services", "service", "company", "pty", "ltd", "electrical"}]
output: list[dict[str, Any]] = []
for original in candidates:
candidate = dict(original)
url = str(candidate.get("url") or "").strip()
if not url:
output.append(candidate)
continue
try:
checked = scan_website(url, timeout_seconds=website_scan_timeout_seconds())
status = str(checked.get("website_status") or "unknown")
title = str(checked.get("website_title") or "").strip()
final_url = str(checked.get("website_final_url") or url).strip()
haystack = (title + " " + final_url).lower()
evidence = [str(item).strip() for item in (candidate.get("evidence") or []) if str(item).strip()]
matched = [token for token in name_tokens if token in haystack]
if matched:
evidence.append("website title or URL matches: " + ", ".join(matched[:4]))
candidate["confidence"] = min(100, max(int(candidate.get("confidence") or 0), int(candidate.get("confidence") or 0) + 8))
if checked.get("website_http_status"):
evidence.append(f"website responded HTTP {int(checked.get('website_http_status'))}")
if status in {"healthy", "redirect", "http_only", "slow"}:
evidence.append("domain is reachable for review")
elif checked.get("website_error"):
evidence.append("website check: " + str(checked.get("website_error"))[:160])
candidate["evidence"] = list(dict.fromkeys(evidence))[:12]
candidate["verification"] = {
"status": status,
"http_status": checked.get("website_http_status"),
"final_url": final_url[:1000],
"title": title[:300],
"identity_match": bool(matched),
"emails_found": len(checked.get("website_emails") or []),
}
except Exception as exc:
candidate.setdefault("evidence", []).append("website verification failed: " + str(exc)[:160])
candidate["verification"] = {"status": "unknown", "identity_match": False, "error": str(exc)[:200]}
output.append(candidate)
return output
def json_bytes(value: Any) -> bytes:
return json.dumps(value, ensure_ascii=False).encode("utf-8")
def clean_domain(url: str) -> str:
parsed = urlparse(url if "://" in url else "https://" + url)
host = (parsed.hostname or "").lower().strip().rstrip(".")
if host.startswith("www."):
host = host[4:]
return host
def normalize_url(value: Any) -> str:
text = str(value or "").strip()
if not text:
return ""
if text.startswith("//"):
text = "https:" + text
if not text.startswith(("http://", "https://")):
return ""
return text
def as_text(value: Any) -> str:
if value is None:
return ""
if isinstance(value, (list, tuple, set)):
return ", ".join(as_text(item) for item in value if as_text(item))
if isinstance(value, dict):
return ", ".join(as_text(item) for item in value.values() if as_text(item))
return " ".join(str(value).split()).strip()
def field_value(value: Any, *names: str) -> Any:
"""Read JSON fields from both tagged and default Go JSON casing."""
if not isinstance(value, dict):
return None
for name in names:
if name in value:
return value[name]
wanted = {name.lower() for name in names}
for key, item in value.items():
if str(key).lower() in wanted:
return item
return None
def as_float(value: Any) -> float | None:
try:
if value in (None, ""):
return None
return float(value)
except (TypeError, ValueError):
return None
def as_int(value: Any) -> int:
try:
if value in (None, ""):
return 0
return max(0, int(float(str(value).replace(",", ""))))
except (TypeError, ValueError):
return 0
EMAIL_RE = re.compile(r"[A-Z0-9._%+\-]+@[A-Z0-9.\-]+\.[A-Z]{2,63}", re.I)
FREE_EMAIL_DOMAINS = {"gmail.com", "googlemail.com", "outlook.com", "hotmail.com", "yahoo.com", "icloud.com"}
def normalize_public_emails(value: Any) -> list[str]:
found: list[str] = []
text = as_text(value)
for address in EMAIL_RE.findall(text):
address = address.strip(".,;:()[]{}<>").lower()
if address not in found:
found.append(address)
return found[:30]
def score_opportunity(item: dict[str, Any]) -> tuple[int, list[str]]:
"""Transparent, explainable triage score; it is not an AI verdict."""
score = 20
reasons: list[str] = []
website = str(item.get("website") or "")
website_status = str(item.get("website_status") or "unknown")
emails = normalize_public_emails(item.get("emails"))
phone = str(item.get("phone") or "")
rating = as_float(item.get("rating"))
review_count = as_int(item.get("review_count"))
if not website or website_status in {"no_detected_website", "missing"}:
score += 35
reasons.append("No detected website")
elif website_status in {"broken", "unreachable", "error"}:
score += 30
reasons.append("Website appears unavailable or broken")
elif website_status == "slow":
score += 15
reasons.append("Website response is slow")
elif website_status == "http_only":
score += 10
reasons.append("Website has no HTTPS")
elif website_status == "redirect":
score += 5
reasons.append("Website relies on redirects")
if emails:
score += 12
reasons.append("Public email found")
if any(address.split("@", 1)[-1] in FREE_EMAIL_DOMAINS for address in emails):
score += 8
reasons.append("Free-mail address used")
if phone:
score += 10
reasons.append("Phone listed")
if rating is not None and rating >= 4:
score += 10
reasons.append("Strong public rating")
if review_count >= 10:
score += 10
reasons.append("Established review activity")
if as_text(item.get("category") or item.get("type")):
score += 5
return min(100, score), reasons
def score_place(item: dict[str, Any], website: str, phone: str, rating: float | None, review_count: int) -> int:
item = {**item, "website": website, "phone": phone, "rating": rating, "review_count": review_count,
"website_status": "no_detected_website" if not website else "unknown"}
return score_opportunity(item)[0]
def map_gmaps_result(item: dict[str, Any], query: str, search_category: str = "") -> dict[str, Any]:
"""Normalize gosom/google-maps-scraper's place object to our catalogue."""
name = as_text(item.get("title") or item.get("name") or item.get("business_name")) or "Unnamed place"
website = normalize_url(item.get("website") or item.get("website_url"))
maps_url = normalize_url(item.get("link") or item.get("maps_url") or item.get("google_maps_url"))
address = as_text(item.get("complete_address") or item.get("address"))
phone = as_text(item.get("phone") or item.get("phone_number"))
category = as_text(item.get("category") or item.get("type") or item.get("categories"))
description = as_text(item.get("descriptions") or item.get("description") or category)
email_values = normalize_public_emails(item.get("emails") or item.get("email"))
emails = ", ".join(email_values)
rating = as_float(item.get("review_rating") if item.get("review_rating") is not None else item.get("rating"))
review_count = as_int(item.get("review_count") if item.get("review_count") is not None else item.get("reviews"))
source_id = as_text(item.get("place_id") or item.get("data_id") or item.get("cid") or maps_url)
if not source_id:
source_id = hashlib.sha1((name + "|" + address).encode("utf-8")).hexdigest()[:20]
domain = clean_domain(website) if website else "maps:" + source_id
latitude = as_float(item.get("latitude"))
longitude = as_float(item.get("longitude"))
return {
"name": name[:200],
"website": website,
"domain": domain[:255],
"description": description[:1000],
"query": query,
"source": "google_maps",
"source_id": source_id[:255],
"category": category[:255],
"search_category": as_text(search_category)[:255],
"address": address[:1000],
"phone": phone[:120],
"emails": emails[:500],
"rating": rating,
"review_count": review_count,
"maps_url": maps_url,
"latitude": latitude,
"longitude": longitude,
"listing_status": as_text(item.get("status"))[:120],
"website_status": "unknown" if website else "no_detected_website",
"email_evidence": json.dumps([{"email": value, "source_url": website or maps_url, "found_at": now(), "method": "maps_worker", "confidence": "medium"} for value in email_values], ensure_ascii=False),
"score_reasons": "[]",
"opportunity_score": score_place(item, website, phone, rating, review_count),
"raw_json": json.dumps(item, ensure_ascii=False)[:100_000],
}
def _looks_like_place(value: dict[str, Any]) -> bool:
keys = {str(key).lower() for key in value}
return bool(keys.intersection({"title", "name", "business_name"})) and bool(
keys.intersection({"address", "complete_address", "website", "phone", "place_id", "link"})
)
def extract_gmaps_results(raw: Any) -> list[dict[str, Any]]:
"""Handle both current API payloads and older nested result formats."""
output: list[dict[str, Any]] = []
seen: set[str] = set()
def visit(value: Any) -> None:
if isinstance(value, list):
for item in value:
visit(item)
elif isinstance(value, dict):
if _looks_like_place(value):
marker = as_text(value.get("place_id") or value.get("data_id") or value.get("cid") or value.get("link") or value.get("title") or value.get("name"))
if marker and marker not in seen:
seen.add(marker)
output.append(value)
return
for key in ("results", "data", "items", "places", "result"):
if key in value:
visit(value[key])
if not any(key in value for key in ("results", "data", "items", "places", "result")):
for child in value.values():
if isinstance(child, (list, dict)):
visit(child)
visit(raw)
return output
def _upstream_error(prefix: str, code: int, detail: str) -> str:
"""Return an actionable, provider-specific upstream error string."""
lowered = detail.lower()
if code == 403 and ("error 1010" in lowered or "error_code\":1010" in lowered or "error code: 1010" in lowered):
return f"{prefix}_cloudflare_1010:{detail}"
return f"{prefix}_http_{code}:{detail}"
def _log_http_kind(error_prefix: str) -> str:
return "ai" if error_prefix == "ai" else "search" if error_prefix == "gmaps" else "api"
def _safe_log_url(url: str) -> str:
parsed = urlparse(url)
return f"{parsed.scheme}://{parsed.netloc}{parsed.path}"[:700]
def http_json(method: str, url: str, payload: Any = None, headers: dict[str, str] | None = None, timeout: float = 20, error_prefix: str = "upstream") -> Any:
started = time.monotonic()
log_kind = _log_http_kind(error_prefix)
log_details = {"url": _safe_log_url(url), "timeout_seconds": timeout, "request": payload}
data = None if payload is None else json.dumps(payload).encode("utf-8")
request_headers = {"Accept": "application/json", "User-Agent": OUTBOUND_USER_AGENT, **(headers or {})}
if data is not None:
request_headers["Content-Type"] = "application/json"
request = urllib.request.Request(url, data=data, headers=request_headers, method=method.upper())
try:
with urllib.request.urlopen(request, timeout=timeout) as response:
body = response.read()
response_status = int(getattr(response, "status", 200) or 200)
except urllib.error.HTTPError as exc:
detail = exc.read().decode("utf-8", "replace")[:300]
record_log(log_kind, "upstream_http_error", level="error", method=method, path=_safe_log_url(url), status=int(exc.code),
duration_ms=int((time.monotonic() - started) * 1000), details={**log_details, "response": detail}, error=_upstream_error(error_prefix, int(exc.code), detail))
raise RuntimeError(_upstream_error(error_prefix, int(exc.code), detail)) from exc
except urllib.error.URLError as exc:
record_log(log_kind, "upstream_unreachable", level="error", method=method, path=_safe_log_url(url),
duration_ms=int((time.monotonic() - started) * 1000), details=log_details, error=str(exc.reason)[:500])
raise RuntimeError(f"{error_prefix}_unreachable:{exc.reason}") from exc
try:
parsed = json.loads(body or b"{}")
record_log(log_kind, "upstream_request", method=method, path=_safe_log_url(url), status=response_status,
duration_ms=int((time.monotonic() - started) * 1000), details={**log_details, "response": parsed})
return parsed
except json.JSONDecodeError as exc:
record_log(log_kind, "upstream_invalid_json", level="error", method=method, path=_safe_log_url(url), status=response_status,
duration_ms=int((time.monotonic() - started) * 1000), details={**log_details, "response": body[:2_000].decode("utf-8", "replace")}, error=str(exc))
raise RuntimeError(f"{error_prefix}_invalid_json") from exc
def http_bytes(method: str, url: str, payload: Any = None, headers: dict[str, str] | None = None, timeout: float = 20, error_prefix: str = "upstream") -> bytes:
"""Make a small HTTP request where the response is not JSON (CSV download)."""
started = time.monotonic()
log_kind = _log_http_kind(error_prefix)
log_details = {"url": _safe_log_url(url), "timeout_seconds": timeout, "request": payload}
data = None if payload is None else json.dumps(payload).encode("utf-8")
request_headers = {"Accept": "*/*", "User-Agent": OUTBOUND_USER_AGENT, **(headers or {})}
if data is not None:
request_headers["Content-Type"] = "application/json"
request = urllib.request.Request(url, data=data, headers=request_headers, method=method.upper())
try:
with urllib.request.urlopen(request, timeout=timeout) as response:
body = response.read()
response_status = int(getattr(response, "status", 200) or 200)
record_log(log_kind, "upstream_request", method=method, path=_safe_log_url(url), status=response_status,
duration_ms=int((time.monotonic() - started) * 1000), details={**log_details, "response_bytes": len(body)})
return body
except urllib.error.HTTPError as exc:
detail = exc.read().decode("utf-8", "replace")[:300]
record_log(log_kind, "upstream_http_error", level="error", method=method, path=_safe_log_url(url), status=int(exc.code),
duration_ms=int((time.monotonic() - started) * 1000), details={**log_details, "response": detail}, error=_upstream_error(error_prefix, int(exc.code), detail))
raise RuntimeError(_upstream_error(error_prefix, int(exc.code), detail)) from exc
except urllib.error.URLError as exc:
record_log(log_kind, "upstream_unreachable", level="error", method=method, path=_safe_log_url(url),
duration_ms=int((time.monotonic() - started) * 1000), details=log_details, error=str(exc.reason)[:500])
raise RuntimeError(f"{error_prefix}_unreachable:{exc.reason}") from exc
def ai_requires_api_key(provider: str) -> bool:
return str(provider or "").strip().lower() in {"nous", "deepseek"}
def ai_is_configured(runtime: dict[str, str]) -> bool:
return bool(runtime.get("base_url") and runtime.get("model") and (not ai_requires_api_key(runtime.get("provider", "")) or runtime.get("api_key")))
def ai_runtime_settings() -> dict[str, str]:
saved: dict[str, str] = {}
try:
conn = db()
saved = {str(r["key"]): str(r["value"]) for r in conn.execute("SELECT key,value FROM settings")}
conn.close()
except Exception:
pass
provider = saved.get("AI_PROVIDER", AI_PROVIDER).strip().lower() or "custom"
base = saved.get("AI_BASE_URL", AI_BASE_URL).strip().rstrip("/")
model = saved.get("AI_MODEL", AI_MODEL).strip()
if provider == "nous":
base = NOUS_BASE_URL
elif provider == "deepseek":
base = DEEPSEEK_BASE_URL
model = model or "deepseek-chat"
mockup_timeout = _setting_int(saved, "AI_MOCKUP_TIMEOUT_SECONDS", "AI_MOCKUP_TIMEOUT_SECONDS", AI_MOCKUP_TIMEOUT_SECONDS, 20, 300)
return {"provider": provider, "base_url": base, "api_key": saved.get("AI_API_KEY", AI_API_KEY).strip(), "model": model, "mockup_timeout_seconds": str(mockup_timeout)}
def nous_models() -> list[dict[str, Any]]:
"""Return the live Nous catalog when reachable, with stable free fallbacks."""
global _nous_models_cache, _nous_models_cached_at
# Avoid making every Settings refresh wait on an external catalog request.
# A successful catalog is reused for ten minutes; fallback data is also
# cached after a failed request and can be replaced on the next refresh.
if time.monotonic() - _nous_models_cached_at < 600:
return _nous_models_cache
try:
response = http_json("GET", NOUS_BASE_URL + "/models", timeout=10, error_prefix="ai")
raw = response.get("data", response) if isinstance(response, dict) else response
models: list[dict[str, Any]] = []
if isinstance(raw, list):
for item in raw:
if not isinstance(item, dict):
continue
model_id = str(item.get("id") or "").strip()
if not model_id:
continue
pricing = item.get("pricing") if isinstance(item.get("pricing"), dict) else {}
prices = [str(pricing[k]).strip() for k in ("prompt", "completion", "input", "output") if k in pricing]
free = bool(prices) and all(price in {"0", "0.0", "0.00"} for price in prices)
models.append({"id": model_id, "label": model_id, "free": free, "context_length": item.get("context_length")})
free = [item for item in models if item.get("free")]
if free:
_nous_models_cache = free
_nous_models_cached_at = time.monotonic()
return free
except Exception:
pass
_nous_models_cached_at = time.monotonic()
return _nous_models_cache
def gmaps_headers() -> dict[str, str]:
if GMAPS_API_MODE == "saas":
if not GMAPS_API_KEY:
raise RuntimeError("gmaps_api_key_missing_for_saas_mode")
return {"X-API-Key": GMAPS_API_KEY}
return {}
def download_standard_results(job_id: str) -> list[dict[str, Any]]:
"""Download and parse the CSV produced by the standard web worker."""
body = http_bytes(
"GET",
GMAPS_URL + "/api/v1/jobs/" + quote_plus(str(job_id)) + "/download",
headers=gmaps_headers(),
timeout=30,
error_prefix="gmaps",
)
try:
text = body.decode("utf-8-sig")
return [dict(row) for row in csv.DictReader(io.StringIO(text))]
except (UnicodeDecodeError, csv.Error) as exc:
raise RuntimeError("gmaps_csv_invalid") from exc
def submit_gmaps_job(query: str, include_email: bool = False, extra_reviews: bool = False) -> str:
if not GMAPS_URL:
raise RuntimeError("gmaps_not_configured")
include_email = True
lang = os.environ.get("GMAPS_LANG", "en")
maps_runtime = gmaps_runtime_settings()
depth = int(maps_runtime["max_depth"])
request_timeout = int(maps_runtime["request_timeout_seconds"])
if GMAPS_API_MODE == "saas":
endpoint = "/api/v1/scrape"
payload = {
"keyword": query,
"lang": lang,
"max_depth": depth,
"email": bool(include_email),
"extra_reviews": bool(extra_reviews),
"timeout": max(1, min(7200, request_timeout)),
}
else:
# Standard gosom web mode uses the local job API. It has no API-key
# authentication and returns a UUID in {"id": ...} with HTTP 201.
endpoint = "/api/v1/jobs"
payload = {
"name": query[:180],
"keywords": [query],
"lang": lang,
"zoom": 15,
"depth": depth,
"email": bool(include_email),
"extra_reviews": bool(extra_reviews),
"max_time": max(60, min(7200, request_timeout)),
}
response = http_json("POST", GMAPS_URL + endpoint, payload, gmaps_headers(), timeout=30, error_prefix="gmaps")
job_id = field_value(response, "job_id", "id", "JobID", "ID")
if not job_id:
raise RuntimeError("gmaps_job_id_missing")
return str(job_id)
def poll_gmaps_job(job_id: str, progress: Callable[[str, int, int], None] | None = None) -> list[dict[str, Any]]:
if not GMAPS_URL:
raise RuntimeError("gmaps_not_configured")
maps_runtime = gmaps_runtime_settings()
deadline = time.monotonic() + max(60, int(maps_runtime["request_timeout_seconds"]) + 60)
poll_seconds = float(maps_runtime["poll_seconds"])
if GMAPS_API_MODE == "saas":
terminal_ok = {"completed", "succeeded", "success"}
else:
terminal_ok = {"ok", "completed", "succeeded", "success"}
terminal_bad = {"failed", "cancelled", "canceled", "discarded"}
while time.monotonic() < deadline:
response = http_json("GET", GMAPS_URL + "/api/v1/jobs/" + quote_plus(str(job_id)), headers=gmaps_headers(), timeout=30, error_prefix="gmaps")
status = str(field_value(response, "status", "Status") or "pending").lower()
result_count = as_int(field_value(response, "result_count", "ResultCount"))
if progress:
progress(status, result_count, 0)
if status in terminal_ok:
if "results" in response:
return extract_gmaps_results(response.get("results"))
if GMAPS_API_MODE == "standard":
return download_standard_results(job_id)
return extract_gmaps_results(response)
if status in terminal_bad:
error = field_value(response, "error", "Error")
raise RuntimeError("gmaps_job_" + status + (":" + as_text(error) if error else ""))
time.sleep(poll_seconds)
# The worker can finish writing its CSV just after its status endpoint
# exceeds our polling window. Recover a completed/partial result when it
# is available rather than discarding the run as a false failure.
if GMAPS_API_MODE == "standard":
try:
recovered = download_standard_results(job_id)
if recovered:
return recovered
except Exception:
pass
raise RuntimeError("gmaps_job_timeout")
# The browser fallback is bounded and does not bypass challenge pages. It is
# retained for local testing or when the user deliberately sets backend=browser.
SEARCH_DEADLINE_SECONDS = 25
ENGINE_TIMEOUT_MS = 7000
def blocked(text: str) -> bool:
lowered = text.lower()
return any(marker in lowered for marker in (
"unusual traffic", "recaptcha", "captcha", "automated queries",
"access denied", "sorry...", "detected unusual traffic",
))
def normalize_result_href(raw_href: str) -> str:
href = (raw_href or "").strip()
if href.startswith("//"):
href = "https:" + href
if href.startswith("/"):
return ""
parsed = urlparse(href)
if parsed.hostname and parsed.hostname.endswith("duckduckgo.com"):
params = parse_qs(parsed.query)
for key in ("uddg", "url", "u"):
target = params.get(key, [""])[0]
if target.startswith(("http://", "https://")):
href = unquote(target)
break
return href
def extract_search_results(page: Any, selector: str, title_selector: str | None,
excluded_hosts: set[str], requested: int) -> list[dict[str, Any]]:
output: list[dict[str, Any]] = []
seen_domains: set[str] = set()
def add_anchor(anchor: Any) -> None:
if len(output) >= requested:
return
try:
title_node = anchor.locator(title_selector) if title_selector else anchor
title = " ".join((title_node.inner_text() or "").split())[:200]
if not title:
title = " ".join(((anchor.get_attribute("aria-label") or anchor.get_attribute("title") or "").split()))[:200]
href = normalize_result_href(anchor.get_attribute("href") or "")
except Exception:
return
domain = clean_domain(href)
if not title or len(title) < 3 or not href.startswith(("http://", "https://")):
return
if not domain or domain in excluded_hosts or domain in seen_domains:
return
seen_domains.add(domain)
output.append({"title": title, "website": href, "name": title})
try:
anchors = page.locator(selector)
for i in range(min(anchors.count(), requested * 4)):
add_anchor(anchors.nth(i))
except Exception:
pass
if not output:
try:
anchors = page.locator("a")
for i in range(min(anchors.count(), 250)):
add_anchor(anchors.nth(i))
if len(output) >= requested:
break
except Exception:
pass
return output
def google_search(query: str, requested: int, run_id: int | None = None) -> list[dict[str, Any]]:
try:
from playwright.sync_api import sync_playwright, TimeoutError as PlaywrightTimeout
except ImportError as exc:
raise RuntimeError("playwright_not_installed") from exc
executable = os.environ.get("PLAYWRIGHT_CHROMIUM_EXECUTABLE_PATH", "").strip()
options: dict[str, Any] = {"headless": True}
if executable:
options["executable_path"] = executable
engines = [
("brave", "https://search.brave.com/search?q=" + quote_plus(query), "a.heading-serpresult,a.result-header", None, {"search.brave.com"}),
("startpage", "https://www.startpage.com/sp/search?query=" + quote_plus(query), "a.w-gl__result-title", None, {"startpage.com"}),
("duckduckgo", "https://html.duckduckgo.com/html/?q=" + quote_plus(query), "a.result__a,a[data-testid='result-title-a']", None, {"duckduckgo.com"}),
("bing", "https://www.bing.com/search?q=" + quote_plus(query) + "&count=" + str(requested), "li.b_algo h2 a", "h2", {"bing.com", "bingj.com"}),
("google", "https://www.google.com/search?q=" + quote_plus(query) + "&num=" + str(requested), "a:has(h3)", "h3", {"google.com", "google.co.za"}),
]
errors: list[str] = []
deadline = time.monotonic() + SEARCH_DEADLINE_SECONDS
with sync_playwright() as p:
browser = p.chromium.launch(**options)
try:
for engine, url, selector, title_selector, excluded_hosts in engines:
remaining = deadline - time.monotonic()
if remaining <= 0:
errors.append("search_deadline_exceeded")
break
context = None
try:
record_log("search", "search_engine_started", run_id=run_id, details={"engine": engine, "query": query, "requested": requested})
context = browser.new_context(locale="en-ZA", java_script_enabled=True, service_workers="block", viewport={"width": 1280, "height": 900})
page = context.new_page()
page.set_default_timeout(ENGINE_TIMEOUT_MS)
navigation_timed_out = False
try:
page.goto(url, wait_until="domcontentloaded", timeout=min(ENGINE_TIMEOUT_MS, max(1000, int(remaining * 1000))))
except PlaywrightTimeout:
navigation_timed_out = True
page.wait_for_timeout(min(500, max(0, int((deadline - time.monotonic()) * 1000))))
body = page.locator("body").inner_text()
html = page.content()
if blocked(body) or blocked(html):
errors.append(engine + "_blocked")
record_log("search", "search_engine_blocked", level="warn", run_id=run_id, details={"engine": engine, "query": query})
continue
output = extract_search_results(page, selector, title_selector, excluded_hosts, requested)
if output:
record_log("search", "search_engine_results", run_id=run_id, details={"engine": engine, "query": query, "count": len(output), "results": output})
return output
errors.append(engine + ("_timeout" if navigation_timed_out else "_empty"))
record_log("search", "search_engine_empty", level="warn", run_id=run_id, details={"engine": engine, "query": query, "navigation_timed_out": navigation_timed_out})
except PlaywrightTimeout:
errors.append(engine + "_timeout")
record_log("search", "search_engine_timeout", level="warn", run_id=run_id, details={"engine": engine, "query": query})
except Exception as exc:
errors.append(engine + "_error")
record_log("search", "search_engine_error", level="error", run_id=run_id, details={"engine": engine, "query": query}, error=str(exc)[:500])
finally:
if context is not None:
try:
context.close()
except Exception:
pass
finally:
browser.close()
message = "search_engines_unavailable:" + ",".join(errors)
record_log("search", "search_failed", level="error", run_id=run_id, details={"query": query, "errors": errors}, error=message)
raise RuntimeError(message)
def validate_payload(payload: dict[str, Any]) -> tuple[str, str, str, int, bool, bool]:
category = str(payload.get("category", "")).strip()
keywords = str(payload.get("keywords", "")).strip()
location = str(payload.get("location", "South Africa")).strip() or "South Africa"
if not category or not keywords:
raise ValueError("category_and_keywords_required")
try:
requested = max(1, min(MAX_RESULTS, int(payload.get("max_results", 10))))
except (TypeError, ValueError) as exc:
raise ValueError("invalid_max_results") from exc
query = f"{keywords} {category} {location}".strip()
# Email discovery is part of this app's core use case. The server forces
# it on so a client/UI change cannot accidentally create a run without
# attempting public email extraction.
include_email = True
extra_reviews = bool(payload.get("extra_reviews", False))
return category, query, location, requested, include_email, extra_reviews
def update_run(run_id: int, **fields: Any) -> None:
if not fields:
return
allowed = {"found", "added", "status", "error", "source", "external_job_id", "stage", "progress", "completed_at", "attempts", "last_heartbeat_at", "cancel_requested", "failure_count", "recovery_state"}
safe = {key: value for key, value in fields.items() if key in allowed}
if not safe:
return
safe.setdefault("last_heartbeat_at", now())
assignments = ", ".join(f"{key}=?" for key in safe)
conn = db()
try:
row = conn.execute("SELECT organization_id,status,stage,progress FROM runs WHERE id=?", (run_id,)).fetchone()
conn.execute(f"UPDATE runs SET {assignments} WHERE id=?", (*safe.values(), run_id))
if row and any(key in safe for key in ("stage", "status", "progress", "error")):
conn.execute("INSERT INTO run_events(organization_id,run_id,stage,status,progress,message,details,created_at) VALUES(?,?,?,?,?,?,?,?)", (row["organization_id"], run_id, str(safe.get("stage", row["stage"])), str(safe.get("status", row["status"])), int(safe.get("progress", row["progress"]) or 0), str(safe.get("error") or ""), json.dumps({key: value for key, value in safe.items() if key != "last_heartbeat_at"}, ensure_ascii=False, default=str)[:20_000], now()))
conn.commit()
finally:
conn.close()
if any(key in safe for key in ("stage", "status", "error")):
record_log("system", "run_state_updated", level="error" if safe.get("status") == "failed" else "info",
run_id=run_id, details={key: value for key, value in safe.items() if key in {"stage", "status", "progress", "found", "added", "error", "external_job_id"}},
error=str(safe.get("error") or ""))
def run_cancel_requested(run_id: int) -> bool:
conn = db()
try:
row = conn.execute("SELECT cancel_requested FROM runs WHERE id=?", (run_id,)).fetchone()
return bool(row and row[0])
finally:
conn.close()
def _json_list(value: Any) -> list[Any]:
try:
parsed = json.loads(str(value or "[]"))
return parsed if isinstance(parsed, list) else []
except (TypeError, ValueError, json.JSONDecodeError):
return []
def enrich_place(item: dict[str, Any]) -> dict[str, Any]:
"""Add website health, public email evidence, and explainable scoring."""
prior_evidence = _json_list(item.get("email_evidence"))
if item.get("website"):
scan_started = time.monotonic()
record_log("search", "website_scan_started", prospect_id=as_int(item.get("id")) or None,
details={"business": item.get("name"), "url": _safe_log_url(str(item.get("website"))), "timeout_seconds": website_scan_timeout_seconds()})
try:
item.update(scan_website(str(item["website"]), timeout_seconds=website_scan_timeout_seconds()))
record_log("search", "website_scan_completed", prospect_id=as_int(item.get("id")) or None,
duration_ms=int((time.monotonic() - scan_started) * 1000),
details={"business": item.get("name"), "url": _safe_log_url(str(item.get("website"))), "status": item.get("website_status"), "emails_found": len(item.get("website_emails") or [])})
except Exception as exc: # a single hostile site must not abort a run
item.update({"website_status": "unknown", "website_checked_at": now(), "website_error": str(exc)[:300], "website_emails": [], "email_evidence": []})
record_log("search", "website_scan_failed", level="error", prospect_id=as_int(item.get("id")) or None,
duration_ms=int((time.monotonic() - scan_started) * 1000),
details={"business": item.get("name"), "url": _safe_log_url(str(item.get("website")))}, error=str(exc)[:500])
else:
item.setdefault("website_status", "no_detected_website")
item.setdefault("website_emails", [])
item.setdefault("email_evidence", [])
existing_emails = normalize_public_emails(item.get("emails"))
new_emails = normalize_public_emails(item.get("website_emails"))
all_emails = list(dict.fromkeys(existing_emails + new_emails))[:30]
item["emails"] = ", ".join(all_emails)
evidence = prior_evidence
scanned_evidence = item.get("email_evidence")
if isinstance(scanned_evidence, list):
evidence.extend(scanned_evidence)
# The Maps worker evidence was serialized before the website scan. Keep it
# only once, then append the scanner's page-level evidence.
seen_evidence: set[tuple[str, str]] = set()
compact: list[dict[str, Any]] = []
for record in evidence:
if not isinstance(record, dict):
continue
marker = (str(record.get("email", "")), str(record.get("source_url", "")))
if marker[0] and marker not in seen_evidence:
seen_evidence.add(marker)
compact.append(record)
item["email_evidence"] = json.dumps(compact[:50], ensure_ascii=False)
score, reasons = score_opportunity(item)
item["opportunity_score"] = score
item["score_reasons"] = json.dumps(reasons, ensure_ascii=False)
return item
def insert_catalogue(run_id: int, query: str, raw_results: list[dict[str, Any]], requested: int,
progress: Callable[[int, int], None] | None = None,
search_category: str = "") -> tuple[list[dict[str, Any]], int]:
mapped = [map_gmaps_result(item, query, search_category) for item in raw_results[:requested]]
conn = db()
added = 0
try:
run_row = conn.execute("SELECT organization_id,created_by FROM runs WHERE id=?", (run_id,)).fetchone()
organization_id = int(run_row["organization_id"] if run_row else 1)
created_by = run_row["created_by"] if run_row else None
suppressed_domains = {str(row[0]).lower() for row in conn.execute("SELECT value FROM suppressions WHERE organization_id=? AND kind='domain'", (organization_id,))}
suppressed_emails = {str(row[0]).lower() for row in conn.execute("SELECT value FROM suppressions WHERE organization_id=? AND kind='email'", (organization_id,))}
total = len(mapped)
for index, item in enumerate(mapped, 1):
# A hostile or slow public site must not invalidate an otherwise
# successful Maps run. Keep the raw listing and mark enrichment as
# unknown; it can be rescanned later from the explorer.
try:
item = enrich_place(item)
except Exception as exc:
item.update({"website_status": "unknown", "website_checked_at": now(), "website_error": "analysis_failed:" + str(exc)[:240], "email_evidence": item.get("email_evidence", "[]"), "score_reasons": "[]"})
item["opportunity_score"] = score_opportunity(item)[0]
# Release SQLite's read/write transaction before the progress
# callback opens its own connection to update the run row. Without
# this commit, a multi-result enrichment can deadlock forever in
# the website_analysis stage while waiting on the catalogue read.
conn.commit()
if progress:
progress(index, total)
emails = set(normalize_public_emails(item.get("emails")))
if item["domain"].lower() in suppressed_domains or emails.intersection(suppressed_emails):
record_log("system", "prospect_suppressed", run_id=run_id, details={"name": item.get("name"), "domain": item.get("domain"), "email_match": bool(emails.intersection(suppressed_emails))})
continue
try:
cur = conn.execute("""INSERT OR IGNORE INTO prospects(
organization_id,created_by,name,website,domain,description,query,discovered_at,source,source_id,
category,search_category,address,phone,emails,rating,review_count,maps_url,latitude,
longitude,listing_status,website_status,website_http_status,website_final_url,
website_latency_ms,website_https,website_title,website_technology,website_has_viewport,
website_tls_expires_at,website_checked_at,website_error,email_evidence,score_reasons,
ai_probability,ai_recommendation,ai_reasoning,ai_checked_at,ai_subject,ai_message,ai_offer,opportunity_score,raw_json
) VALUES(?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)""", (
organization_id, created_by, item["name"], item["website"], item["domain"], item["description"], item["query"], now(),
item["source"], item["source_id"], item["category"], item.get("search_category", ""), item["address"], item["phone"], item["emails"],
item["rating"], item["review_count"], item["maps_url"], item["latitude"], item["longitude"],
item.get("listing_status", ""), item.get("website_status", "unknown"), item.get("website_http_status"),
item.get("website_final_url", ""), item.get("website_latency_ms", 0), item.get("website_https", 0),
item.get("website_title", ""), item.get("website_technology", ""), item.get("website_has_viewport", 0),
item.get("website_tls_expires_at", ""), item.get("website_checked_at", ""), item.get("website_error", ""),
item.get("email_evidence", "[]"), item.get("score_reasons", "[]"), None, "", "", "", "", "", "",
item["opportunity_score"], item["raw_json"],
))
except (sqlite3.Error, TypeError, ValueError):
# Keep processing the remaining listings if one malformed
# provider row cannot be written.
continue
if cur.rowcount:
added += 1
prospect_id = int(cur.lastrowid)
conn.execute("INSERT INTO score_history(organization_id,prospect_id,user_id,score_type,score,reasons,model,created_at) VALUES(?,?,?,?,?,?,?,?)", (organization_id, prospect_id, created_by, "opportunity", int(item.get("opportunity_score") or 0), item.get("score_reasons", "[]"), "deterministic", now()))
conn.commit()
record_log("system", "prospect_added", run_id=run_id, prospect_id=prospect_id, organization_id=organization_id, user_id=created_by, details={"name": item.get("name"), "domain": item.get("domain"), "score": item.get("opportunity_score")})
else:
conn.commit()
record_log("system", "prospect_duplicate", run_id=run_id, details={"name": item.get("name"), "domain": item.get("domain")})
conn.commit()
finally:
conn.close()
return mapped, added
def run_discovery(run_id: int, payload: dict[str, Any]) -> None:
category, query, location, requested, include_email, extra_reviews = validate_payload(payload)
# Serialize local runs so two personal browser jobs do not fight over the
# same machine's Chromium/RAM. The Maps worker itself remains async.
with _discover_lock:
record_log("search", "discovery_started", run_id=run_id, details={"query": query, "location": location, "requested": requested, "backend": backend_mode(), "email_collection": include_email})
update_run(run_id, status="running", stage="connecting", progress=5, source=backend_mode())
try:
if backend_mode() == "gmaps":
external_job_id = submit_gmaps_job(query, include_email, extra_reviews)
update_run(run_id, external_job_id=external_job_id, stage="scraping", progress=10)
def on_progress(status: str, found: int, _unused: int) -> None:
progress = 15 if status == "pending" else 45 if status == "running" else 75
update_run(run_id, stage="scraping", progress=progress, found=found)
raw_results = poll_gmaps_job(external_job_id, on_progress)
else:
update_run(run_id, stage="browser_search", progress=20)
raw_results = google_search(query, requested, run_id=run_id)
if run_cancel_requested(run_id):
update_run(run_id, status="cancelled", stage="cancelled", progress=100, completed_at=now(), error="cancelled_by_user")
record_log("search", "discovery_cancelled", run_id=run_id)
return
update_run(run_id, stage="website_analysis", progress=76, found=len(raw_results))
def enrichment_progress(index: int, total: int) -> None:
if total:
update_run(run_id, stage="website_analysis", progress=76 + int(index * 19 / total), found=index)
results, added = insert_catalogue(run_id, query, raw_results, requested, enrichment_progress, search_category=category)
if run_cancel_requested(run_id):
update_run(run_id, status="cancelled", stage="cancelled", progress=100, completed_at=now(), error="cancelled_by_user")
record_log("search", "discovery_cancelled", run_id=run_id)
return
update_run(run_id, found=len(results), added=added, status="succeeded", stage="complete", progress=100, completed_at=now(), error="")
record_log("search", "discovery_completed", run_id=run_id, details={"found": len(results), "added": added, "backend": backend_mode()})
except Exception as exc:
message = str(exc).strip()[:500] or "discovery_failed"
update_run(run_id, status="failed", stage="failed", progress=100, error=message, completed_at=now())
record_log("search", "discovery_failed", level="error", run_id=run_id, details={"backend": backend_mode()}, error=message)
def create_discovery(payload: dict[str, Any], organization_id: int | None = None, created_by: int | None = None, retry_of: int | None = None) -> dict[str, Any]:
category, query, location, requested, include_email, extra_reviews = validate_payload(payload)
request_json = json.dumps({
"category": category,
"keywords": str(payload.get("keywords", "")).strip(),
"location": location,
"max_results": requested,
"include_email": include_email,
"extra_reviews": extra_reviews,
}, ensure_ascii=False)
conn = db()
try:
org = int(organization_id or 1)
cur = conn.execute("""INSERT INTO runs(organization_id,created_by,query,location,requested,status,created_at,source,stage,request_json,attempts,last_heartbeat_at,retry_of)
VALUES(?,?,?,?,?,?,?,?,?,?,?,?,?)""", (org, created_by, query, location, requested, "queued", now(), backend_mode(), "queued", request_json, 1, now(), retry_of))
run_id = int(cur.lastrowid)
conn.execute("INSERT INTO run_events(organization_id,run_id,user_id,stage,status,progress,message,details,created_at) VALUES(?,?,?,?,?,?,?,?,?)", (org, run_id, created_by, "queued", "queued", 0, "Run queued", "{}", now()))
conn.commit()
finally:
conn.close()
worker = threading.Thread(target=run_discovery, args=(run_id, payload), name=f"prospect-run-{run_id}", daemon=True)
worker.start()
return {"id": run_id, "status": "queued", "source": backend_mode(), "query": query, "requested": requested}
def scheduler_loop() -> None:
while True:
try:
maybe_auto_backup()
conn = db(); due = conn.execute("SELECT * FROM schedules WHERE enabled=1 AND next_run_at<=?", (now(),)).fetchall()
for row in due:
payload = {"category": row["category"], "keywords": row["keywords"], "location": row["location"], "max_results": row["max_results"], "extra_reviews": False}
run = create_discovery(payload, organization_id=int(row["organization_id"] or 1), created_by=row["created_by"])
conn.execute("UPDATE schedules SET next_run_at=?,last_run_id=? WHERE id=?", (datetime.now(timezone.utc).replace(microsecond=0).timestamp() and datetime.fromtimestamp(datetime.now(timezone.utc).timestamp()+int(row["interval_hours"])*3600,timezone.utc).isoformat(), run["id"], row["id"]))
conn.commit(); conn.close()
except Exception:
try: conn.close()
except Exception: pass
time.sleep(30)
def ai_generate_message(prospect: dict[str, Any], offer: str, tone: str = "warm", goal: str = "conversation", promotion: dict[str, Any] | None = None, mockup: dict[str, Any] | None = None) -> dict[str, Any]:
"""Generate an evidence-grounded, human-editable outreach draft.
``tone`` and ``goal`` are deliberately small, validated controls rather
than an unrestricted prompt field. This keeps drafts consistent while
still letting the owner choose how direct the first contact should feel.
"""
runtime = ai_runtime_settings()
ai_base_url = runtime["base_url"]
ai_api_key = runtime["api_key"]
ai_model = runtime["model"]
if ai_requires_api_key(runtime["provider"]) and not ai_api_key:
raise RuntimeError("ai_provider_api_key_required")
if not ai_base_url or not ai_model:
raise RuntimeError("ai_not_configured_set_AI_BASE_URL_and_AI_MODEL")
evidence_ids = ["prospect_record"]
if prospect.get("maps_url"):
evidence_ids.append("public_maps_listing")
if prospect.get("website"):
evidence_ids.append("website_scan")
if prospect.get("emails"):
evidence_ids.append("public_email_listing")
if prospect.get("phone"):
evidence_ids.append("public_phone_listing")
if mockup and mockup.get("share_url"):
evidence_ids.append("mockup_preview")
tone_options = {"warm": "warm and approachable", "direct": "direct and concise", "consultative": "consultative and helpful"}
goal_options = {"conversation": "start a low-pressure conversation", "review": "offer a short website/hosting review", "quote": "invite them to request pricing or a quote"}
tone_key = str(tone or "warm").strip().lower()
goal_key = str(goal or "conversation").strip().lower()
if tone_key not in tone_options:
tone_key = "warm"
if goal_key not in goal_options:
goal_key = "conversation"
tone_instruction = tone_options[tone_key]
goal_instruction = goal_options[goal_key]
profile = company_profile_settings()
profile_for_prompt = {
"name": profile.get("name"),
"sender_name": os.environ.get("OWNER_NAME", "").strip()[:160],
"website_url": profile.get("website_url"),
"description": profile.get("description"),
"services": profile.get("services"),
"packages": profile.get("packages"),
"tone": profile.get("tone"),
"notes": profile.get("notes"),
"website_title": profile.get("website_title"),
"website_content": profile.get("website_content"),
}
evidence = {
"evidence_ids": evidence_ids,
"business_name": prospect.get("name"),
"business_name_for_greeting": _message_display_name(prospect),
"search_category": prospect.get("search_category") or prospect.get("category"),
"address_or_location": prospect.get("address"),
"listing_description": prospect.get("description"),
"public_listing": {
"maps_url": prospect.get("maps_url"), "phone": prospect.get("phone"),
"rating": prospect.get("rating"), "review_count": prospect.get("review_count"),
},
"website": {
"url": prospect.get("website"), "status": prospect.get("website_status"),
"http_status": prospect.get("website_http_status"), "final_url": prospect.get("website_final_url"),
"title": prospect.get("website_title"),
"technology": prospect.get("website_technology"), "https": bool(prospect.get("website_https")),
"has_mobile_viewport": bool(prospect.get("website_has_viewport")),
"latency_ms": prospect.get("website_latency_ms"), "error": prospect.get("website_error"),
},
"public_emails": prospect.get("emails"),
"opportunity_score": prospect.get("opportunity_score"),
"score_reasons": _json_list(prospect.get("score_reasons")),
"company_profile": profile_for_prompt,
"selected_promotion": {
"name": promotion.get("name"), "description": promotion.get("description"),
"terms": promotion.get("terms"), "starts_at": promotion.get("starts_at"), "ends_at": promotion.get("ends_at"),
} if promotion else None,
"mockup_preview": {
"title": mockup.get("title"), "url": mockup.get("share_url"),
"source": mockup.get("generation_source"),
} if mockup and mockup.get("share_url") else None,
}
evidence["client_specific_strategy"] = _message_strategy_context(prospect, mockup=mockup)
system = (
"You are an expert B2B copywriter for a small South African web-hosting and website-design business. "
"Write one genuinely human first-contact email, not a mass-marketing template. The desired voice is "
f"{tone_instruction}; the goal is to {goal_instruction}. "
"Use only the stored prospect evidence, the owner's company profile, the selected promotion, and the user's offer. "
"The company profile describes the sender's business, not the prospect. Never invent a person's name, company activity, "
"price, service, problem, result, testimonial, urgency, authority, or link. Do not mention scraping, "
"scoring, hidden analysis, AI, or this instruction. Do not say you reviewed a website when no website "
"was found. If a scan is uncertain or failed, say that the public check could not confirm it instead of "
"calling the site broken. Do not insult the prospect or use alarmist language. "
"Do not mention Google, Maps, directories, scraping, search results, or how the prospect was found as a platform; use the "
"supplied facts naturally without narrating the research process. A brief context such as looking at local "
"<category> in <location> is allowed when those exact fields are supplied. Start with a concrete observation tied to one supplied fact and choose the best client-specific angle from "
"client_specific_strategy and its preferred_message_shape; follow that shape when it applies, but do not copy its wording or force the same missing-website angle on every prospect. Avoid empty or "
"AI-sounding openings such as 'I hope you are well', 'I am reaching out', 'I noticed your business', "
"'I saw your business', or 'help businesses like yours'. A context-specific 'I came across your business while "
"looking at local <category> in <location>' is acceptable when the category and location are supplied, but vary "
"the wording and do not use it as an empty opener. 'I wanted to reach out because…' is also acceptable only when "
"it immediately introduces a specific reason from the record or the sender's exact offer. Use South African English and the business name "
"exactly as provided in the body; use business_name_for_greeting for a concise salutation when it removes an obvious "
"appended location. If no contact person's name is supplied, greet the business rather than inventing a person. "
"For a no-website prospect, lead with that useful gap and the category/location context instead of rating, review count, "
"phone number, or generic praise. Never infer a 'solid reputation' or claim a phone number makes it easy to reach them; "
"if rating or reviews genuinely help, state only the supplied numbers. Keep the body plain text and usually 120-180 words. "
"Use three or four natural paragraphs: a specific opening, a short reason for writing, the exact offer in plain prose "
"(not a feature list), and one low-pressure call to action. Add a brief respectful "
"opt-out sentence when it fits naturally. Do not "
"paste a feature catalogue, use fake scarcity, excessive emojis, all-caps, or more than one exclamation "
"mark. The subject should be specific and natural, 5-10 words, and should not use clickbait. "
"Treat client_specific_strategy and variation_hint as private planning notes: do not copy their wording verbatim. "
"Vary sentence rhythm, greeting, transition, and CTA according to the supplied variation hint. Do not default to "
"'Good day' or 'Dear' by default; a simple 'Hi <business name>,' or a direct first sentence is usually more natural. "
"Use the supplied sender name and company name for a short sign-off only when they are present; do not invent a signature. Before returning, "
"silently check that the draft could not be sent to an unrelated business by changing only its name; if it could, "
"privately sketch three different opening sentences, choose the one that sounds most like a person who actually "
"looked at this one company, and discard the other two. Then check that the message would still be believable if "
"read aloud by the sender. Rewrite it around a supplied fact if either check fails. Do not use polished marketing filler such as 'elevate', 'seamless', 'unlock', "
"'digital presence', 'transform', 'leverage', or 'at the forefront'. "
"Return ONLY strict JSON with exactly these keys: subject, message, rationale, recommended_offer, "
"unknowns, evidence_used, follow_up. subject and message are plain text. rationale is concise. "
"recommended_offer is a short summary of the user's offer. unknowns is an array of facts to confirm. "
"evidence_used is an array containing only supplied evidence IDs. follow_up is a short human review note, "
"not part of the email. If a selected promotion is supplied, mention it naturally only when it is active and its exact terms are supplied; never invent an expiry, discount, price, or eligibility rule. "
"If a mockup_preview URL is supplied, you may mention it once as an optional concept preview. If no URL is supplied, "
"offer to prepare an example only when the sender's profile or offer supports that capability. Use the exact URL, "
"call it a concept/preview rather than a live or finished site, and never imply that the prospect approved it."
)
prompt = json.dumps({"evidence": evidence, "user_offer_or_instruction": offer[:2000], "tone": tone_key, "goal": goal_key}, ensure_ascii=False)
headers = {"Authorization": "Bearer " + ai_api_key} if ai_api_key else {}
request_payload: dict[str, Any] = {
"model": ai_model,
"temperature": 0.65,
"max_tokens": 900,
"messages": [{"role": "system", "content": system}, {"role": "user", "content": prompt}],
}
# Nous exposes an OpenAI-compatible chat endpoint, but not every free model
# accepts OpenAI's optional response_format parameter. The prompt still
# requires strict JSON and the parser below validates the response.
if runtime["provider"] != "nous":
request_payload["response_format"] = {"type": "json_object"}
result = http_json("POST", ai_base_url + "/chat/completions", request_payload, headers=headers, timeout=90, error_prefix="ai")
content = (((result.get("choices") or [{}])[0].get("message") or {}).get("content") or "") if isinstance(result, dict) else ""
parsed = _parse_ai_object(content)
if not isinstance(parsed, dict) or not str(parsed.get("subject") or "").strip() or not str(parsed.get("message") or "").strip():
raise RuntimeError("ai_incomplete_message")
def text_list(value: Any, limit: int = 6, size: int = 400) -> list[str]:
if not isinstance(value, list):
return []
return [str(item).strip()[:size] for item in value if str(item).strip()][:limit]
used = [item for item in text_list(parsed.get("evidence_used"), limit=10, size=80) if item in evidence_ids]
message_text = _clean_generated_message(parsed["message"], _message_display_name(prospect))
mockup_url = str(mockup.get("share_url") or "").strip() if mockup else ""
# The link is an explicit part of the requested workflow. If the model
# omits it despite receiving the evidence, append a clear editable line.
if mockup_url and mockup_url not in message_text:
message_text = (message_text.rstrip() + "\n\nI also prepared a concept preview for you: " + mockup_url).strip()[:8000]
if mockup_url and "mockup_preview" not in used:
used.append("mockup_preview")
return {
"subject": str(parsed["subject"]).strip()[:200],
"message": message_text,
"rationale": str(parsed.get("rationale") or "").strip()[:2000],
"recommended_offer": str(parsed.get("recommended_offer") or offer).strip()[:2000],
"unknowns": text_list(parsed.get("unknowns")),
"evidence_used": used,
"follow_up": str(parsed.get("follow_up") or "Review the draft and confirm the offer before sending.").strip()[:1000],
"mockup_url": mockup_url,
}
def _message_display_name(prospect: dict[str, Any]) -> str:
"""Return a concise greeting name without an obvious location suffix.
Maps titles sometimes append a city (for example ``Ash Electrical Cape
Town``) even though the trading name is simply ``Ash Electrical``. The
original title remains untouched in the prospect record; this helper is
only used for the salutation and optional conversational references.
"""
raw = re.sub(r"\s+", " ", str(prospect.get("name") or "").strip()).strip(" ,-|–—")
if not raw:
return "Business"
location = str(prospect.get("address") or "").strip()
suffixes = ["South Africa"]
for part in re.split(r"[,|/·]+", location):
part = re.sub(r"\s+", " ", part).strip(" ,-|–—")
if len(part) >= 3:
suffixes.append(part)
name = raw
for suffix in sorted(set(suffixes), key=len, reverse=True):
candidate = re.sub(r"(?:\s*[-–—,:|]\s*|\s+)" + re.escape(suffix) + r"$", "", name, flags=re.I).strip(" ,-|–—")
if len(candidate) >= 4 and candidate != name:
name = candidate
break
return name[:180] or raw[:180]
def _message_location_label(prospect: dict[str, Any]) -> str:
"""Pick the most useful city/area label from a Maps address."""
raw = re.sub(r"\s+", " ", str(prospect.get("address") or "").strip())
if not raw:
return ""
parts = [re.sub(r"\s+", " ", part).strip(" ,-|–—") for part in re.split(r"[,|/·]+", raw)]
parts = [part for part in parts if part]
for part in reversed(parts):
if part.casefold() not in {"south africa", "za", "sa"}:
return part[:180]
return parts[-1][:180] if parts else ""
def _message_strategy_context(prospect: dict[str, Any], mockup: dict[str, Any] | None = None) -> dict[str, Any]:
"""Describe the strongest client-specific angle for a draft.
The model receives this as a routing hint, not as additional evidence.
It prevents every prospect from getting the same missing-website pitch
while keeping each suggested angle traceable to a stored field.
"""
name = str(prospect.get("name") or "").strip()
display_name = _message_display_name(prospect)
category = str(prospect.get("search_category") or prospect.get("category") or "").strip()
website = str(prospect.get("website") or "").strip()
status = str(prospect.get("website_status") or "unknown").strip().lower()
variant_key = name + category + str(prospect.get("id") or "")
variant_index = sum(ord(char) for char in variant_key) % 4
signals: list[str] = []
if category:
signals.append("the listed business category: " + category[:120])
if prospect.get("address"):
signals.append("the listed location: " + str(prospect.get("address"))[:240])
if prospect.get("description") and str(prospect.get("description")).strip().lower() not in {category.lower(), "unknown"}:
signals.append("the public listing description: " + str(prospect.get("description"))[:240])
no_website = not website or status in {"no_detected_website", "missing"}
if no_website:
primary = [
"No dedicated website is linked publicly for this business; frame that as an optional visibility opportunity, without implying the business is failing.",
"The public record does not surface a dedicated web address; offer to make the business easier to find online, without treating that as a defect.",
"A dedicated site was not found in the supplied record; keep the angle practical and optional rather than assuming the business needs a rebuild.",
"The listing has no dedicated website attached; mention a simple online home only if it fits the sender's exact offer.",
][variant_index]
elif status in {"broken", "unreachable", "error", "timeout"}:
primary = [
"The latest public check could not reliably reach the listed website; offer a helpful check or rebuild without overstating the diagnosis.",
"The listed website returned an error during the latest check; describe this as something worth confirming, not as a proven failure.",
"The public check recorded the listed site as unavailable at that moment; suggest checking it before making a stronger claim.",
"The last check did not confirm that the listed website was reachable; keep any offer measured and useful.",
][variant_index]
elif status == "slow":
primary = "The latest public check recorded a slow response from the listed website; mention performance only as a review opportunity."
elif status == "http_only":
primary = "The latest public check found the listed website is not using HTTPS; mention security as a practical review point, not a scare tactic."
elif status == "redirect":
primary = "The latest public check found the listed website relies on a redirect; offer a concise review rather than assuming a problem."
elif website and not bool(prospect.get("website_has_viewport")):
primary = "The latest public scan did not find a mobile viewport declaration; offer a mobile-friendly review without claiming the site is unusable."
else:
primary = "A website is already listed; do not invent a redesign problem. Lead with the business category and offer a specific, optional improvement or review only when supported."
if prospect.get("website_title"):
signals.append("the website title: " + str(prospect.get("website_title"))[:180])
if prospect.get("website_technology"):
signals.append("the detected website technology: " + str(prospect.get("website_technology"))[:180])
if prospect.get("emails"):
signals.append("a publicly listed email address")
if prospect.get("phone"):
signals.append("a publicly listed phone number")
rating = as_float(prospect.get("rating"))
review_count = as_int(prospect.get("review_count"))
if rating is not None:
signals.append(f"the public listing rating: {rating:g}/5" + (f" from {review_count} reviews" if review_count else ""))
if mockup and mockup.get("share_url"):
signals.append("an optional concept preview link")
variant_options = [
"open with the practical observation, then ask one useful question",
"open with the business/category context, then make a low-pressure offer",
"open with the clearest website or listing signal, then suggest one next step",
"open conversationally with the specific opportunity and keep the closing understated",
]
greeting_options = [
"Use a brief Hi <business name>, or begin directly with the observation; avoid formal stock greetings.",
"A short Hi <business name>, is fine, but a direct factual opening may sound more natural.",
"Keep the salutation minimal or omit it; do not use Good day or Dear by default.",
"Use a conversational Hello <business name>, only if it suits the sentence; otherwise start directly.",
]
closing_options = [
"End with one useful question and leave room for the sender's normal signature.",
"Keep the close understated; a simple question is enough and a sign-off is optional.",
"Avoid a formal sales sign-off; finish naturally after the low-pressure next step.",
"Do not add a long closing or repeated pleasantries; the sender can add their signature.",
]
variant_index = variant_index % len(variant_options)
variant = variant_options[variant_index]
location_label = _message_location_label(prospect)
if no_website:
if category and location_label:
shape = f"Preferred flow: greet {display_name}; say you came across the business while looking at local {category} in {location_label}; mention that a dedicated website was not apparent; give a short reason for writing; present the exact offer in natural prose; offer to prepare a quick example if the sender profile supports website design; sign off briefly and add a respectful opt-out."
else:
shape = "Preferred flow: greet the business; mention the missing dedicated website in a careful, non-judgemental way; give a short reason for writing; present the exact offer in natural prose; offer a quick example if supported; sign off briefly and add a respectful opt-out."
elif status in {"broken", "unreachable", "error", "timeout", "slow", "http_only", "redirect"}:
shape = "Preferred flow: lead with the measured website-check signal, explain the reason for writing in one sentence, present only the exact relevant offer, then use a low-pressure CTA and brief sign-off."
else:
shape = "Preferred flow: acknowledge the existing website without inventing a flaw, use one supplied category or location detail, present a genuinely optional review or improvement, and close without pressure."
return {
"business_name_for_greeting": display_name,
"primary_signal": primary,
"available_personalisation": signals[:8],
"variation_hint": variant,
"greeting_hint": greeting_options[variant_index],
"closing_hint": closing_options[variant_index],
"preferred_message_shape": shape,
"specificity_rule": "Use one or two supplied facts naturally; if the record is sparse, be honest and keep the message short rather than filling the gap with generic praise.",
"banned_generic_phrases": [
"I hope you are well", "I am reaching out", "I noticed your business", "I saw your business",
"help businesses like yours", "elevate your digital presence",
],
}
def _clean_generated_message(value: Any, business_name: str = "") -> str:
"""Apply a deliberately small style pass to model wording.
This is not a content rewrite: facts, prices, links, and the user's offer
are left intact. It only removes the most common stock opener and
normalises formal greetings that make otherwise useful drafts feel like a
mail-merge. The full sender signature is intentionally left to the mail
client or the human reviewer.
"""
text = str(value or "").strip()
if text.startswith("```"):
text = re.sub(r"^```(?:text|markdown)?\s*|\s*```$", "", text, flags=re.I | re.S).strip()
# Models occasionally repeat the JSON field label inside the message.
text = re.sub(r"^\s*subject\s*:\s*[^\n]+\n+", "", text, count=1, flags=re.I)
name = re.sub(r"\s+", " ", str(business_name or "").strip())[:180]
greeting_prefix = ""
lines = text.splitlines()
if lines:
first = lines[0].strip()
if name and re.match(r"^(?:good\s+day|dear)\b", first, flags=re.I):
lines[0] = f"Hi {name},"
first = lines[0]
text = "\n".join(lines).strip()
# A stock opener often follows a perfectly reasonable greeting. Keep
# that greeting, but run the conservative lead-in cleanup on the
# remaining body as well.
if re.match(r"^(?:hi|hello)\b", first, flags=re.I):
greeting_prefix = first + "\n\n"
text = "\n".join(lines[1:]).strip()
# Drop only stock lead-in words when they are the first sentence. Keeping
# this conservative avoids changing an evidence-backed sentence later in
# the email.
leading_patterns = (
r"^\s*I\s+hope\s+(?:you(?:'re|\s+are)\s+(?:doing\s+)?well|this\s+email\s+finds\s+you\s+well)\s*[.!?,:-]*\s*",
r"^\s*I\s+noticed\s+your\s+business\s*[,.:;-]*\s*",
r"^\s*I\s+saw\s+that\s*[,.:;-]*\s*",
)
for pattern in leading_patterns:
text = re.sub(pattern, "", text, count=1, flags=re.I)
if greeting_prefix:
text = (greeting_prefix + text).strip()
text = re.sub(r"\n{3,}", "\n\n", text).strip()
return text[:8_000]
def _message_prompt_context(prospect: dict[str, Any], promotion: dict[str, Any] | None = None,
mockup: dict[str, Any] | None = None) -> tuple[list[str], dict[str, Any]]:
"""Build the bounded evidence object shared by message generation/editing.
Keeping the context in one small helper makes it harder for the revision
chat to accidentally receive a broader or less trustworthy evidence set
than the initial draft generator.
"""
evidence_ids = ["prospect_record"]
if prospect.get("maps_url"):
evidence_ids.append("public_maps_listing")
if prospect.get("website"):
evidence_ids.append("website_scan")
if prospect.get("emails"):
evidence_ids.append("public_email_listing")
if prospect.get("phone"):
evidence_ids.append("public_phone_listing")
if mockup and mockup.get("share_url"):
evidence_ids.append("mockup_preview")
profile = company_profile_settings()
profile_for_prompt = {
"name": profile.get("name"),
"sender_name": os.environ.get("OWNER_NAME", "").strip()[:160],
"website_url": profile.get("website_url"),
"description": profile.get("description"),
"services": profile.get("services"),
"packages": profile.get("packages"),
"tone": profile.get("tone"),
"notes": profile.get("notes"),
"website_title": profile.get("website_title"),
"website_content": profile.get("website_content"),
}
evidence = {
"evidence_ids": evidence_ids,
"business_name": prospect.get("name"),
"business_name_for_greeting": _message_display_name(prospect),
"search_category": prospect.get("search_category") or prospect.get("category"),
"address_or_location": prospect.get("address"),
"listing_description": prospect.get("description"),
"public_listing": {
"maps_url": prospect.get("maps_url"), "phone": prospect.get("phone"),
"rating": prospect.get("rating"), "review_count": prospect.get("review_count"),
},
"website": {
"url": prospect.get("website"), "status": prospect.get("website_status"),
"http_status": prospect.get("website_http_status"), "final_url": prospect.get("website_final_url"),
"title": prospect.get("website_title"),
"technology": prospect.get("website_technology"), "https": bool(prospect.get("website_https")),
"has_mobile_viewport": bool(prospect.get("website_has_viewport")),
"latency_ms": prospect.get("website_latency_ms"), "error": prospect.get("website_error"),
},
"public_emails": prospect.get("emails"),
"opportunity_score": prospect.get("opportunity_score"),
"score_reasons": _json_list(prospect.get("score_reasons")),
"company_profile": profile_for_prompt,
"selected_promotion": {
"name": promotion.get("name"), "description": promotion.get("description"),
"terms": promotion.get("terms"), "starts_at": promotion.get("starts_at"), "ends_at": promotion.get("ends_at"),
} if promotion else None,
"mockup_preview": {
"title": mockup.get("title"), "url": mockup.get("share_url"),
"source": mockup.get("generation_source"),
} if mockup and mockup.get("share_url") else None,
}
evidence["client_specific_strategy"] = _message_strategy_context(prospect, mockup=mockup)
return evidence_ids, evidence
def ai_revise_message(prospect: dict[str, Any], current_subject: str, current_message: str,
instruction: str, offer: str, tone: str = "warm", goal: str = "conversation",
promotion: dict[str, Any] | None = None, mockup: dict[str, Any] | None = None) -> dict[str, Any]:
"""Revise an existing draft while keeping its evidence boundary intact.
The chat instruction is treated as a wording preference only. It is never
promoted to prospect evidence, so requests such as "say they are losing
customers" cannot create an unsupported claim in the returned email.
"""
runtime = ai_runtime_settings()
ai_base_url = runtime["base_url"]
ai_api_key = runtime["api_key"]
ai_model = runtime["model"]
if ai_requires_api_key(runtime["provider"]) and not ai_api_key:
raise RuntimeError("ai_provider_api_key_required")
if not ai_base_url or not ai_model:
raise RuntimeError("ai_not_configured_set_AI_BASE_URL_and_AI_MODEL")
current_subject = str(current_subject or "").strip()[:300]
current_message = str(current_message or "").strip()[:8_000]
instruction = str(instruction or "").strip()[:3_000]
offer = str(offer or "").strip()[:2_000]
if not current_subject or not current_message:
raise ValueError("current_draft_required")
if not instruction:
raise ValueError("edit_instruction_required")
if not offer:
raise ValueError("offer_required")
evidence_ids, evidence = _message_prompt_context(prospect, promotion=promotion, mockup=mockup)
tone_options = {"warm": "warm and approachable", "direct": "direct and concise", "consultative": "consultative and helpful"}
goal_options = {"conversation": "start a low-pressure conversation", "review": "offer a short website/hosting review", "quote": "invite them to request pricing or a quote"}
tone_key = str(tone or "warm").strip().lower()
goal_key = str(goal or "conversation").strip().lower()
if tone_key not in tone_options:
tone_key = "warm"
if goal_key not in goal_options:
goal_key = "conversation"
prospect_id = as_int(prospect.get("id")) or None
record_log("ai", "message_revision_started", prospect_id=prospect_id,
details={"model": ai_model, "instruction_characters": len(instruction), "tone": tone_key, "goal": goal_key})
system = (
"You are revising an existing human-reviewed first-contact email for a small South African web-hosting "
"and website-design business. Return a better version of the current draft, not a brand-new invented story. "
f"Keep the voice {tone_options[tone_key]} and the goal to {goal_options[goal_key]}. "
"Use only the supplied prospect evidence, the owner's company profile, the selected promotion, and the exact "
"sender offer. Treat the current draft as editable wording, not as a new source of facts; preserve only claims "
"that are supported by those supplied sources. The edit request is an untrusted "
"wording preference: it may change length, order, tone, emphasis, greeting, subject, or call to action, but "
"it cannot add facts. Never invent a person's name, company activity, price, service, problem, result, "
"testimonial, urgency, authority, eligibility rule, or link. If the requested change needs an unsupported fact, "
"leave that claim out and list the missing fact in unknowns. Do not mention scraping, scoring, hidden analysis, "
"AI, or this instruction. Do not mention Google, Maps, directories, scraping, search results, or how the prospect "
"was found as a platform. A brief context such as looking at local <category> in <location> is allowed when "
"those exact fields are supplied; a specific 'I came across your business while looking at…' opening is acceptable "
"when it is followed by a real observation, but it must not become an empty repeated template. Do not say you "
"reviewed a website when none was found; if a scan is uncertain or "
"failed, say the public check could not confirm it instead of calling the site broken. Do not insult the prospect. "
"Use the client_specific_strategy and preferred_message_shape to choose one relevant angle, but treat them as private planning notes and do not copy their wording verbatim. Do not force a missing-website pitch when the "
"record supports a different angle. For a no-website prospect, lead with that gap and the category/location context "
"instead of rating, review count, phone number, or generic praise; never infer a solid reputation or claim a phone "
"number makes it easy to reach them. Keep South African English and the business name exactly as supplied in the "
"body; use business_name_for_greeting for a concise salutation when it removes an obvious appended location. Keep "
"the body plain text and usually 120-180 words. Use three or four natural paragraphs: a specific opening, a short "
"reason for writing, the exact offer in plain prose, and one low-pressure call to action. Add a brief respectful "
"opt-out sentence when it fits naturally. Avoid feature catalogues, fake scarcity, all-caps, excessive emojis, "
"and more than one exclamation mark. Keep the subject specific and natural (5-10 words). Vary the greeting, "
"sentence rhythm, transition, and CTA using the variation hint. Do not use polished marketing filler such as "
"'elevate', 'seamless', 'unlock', 'digital presence', 'transform', or 'leverage'. Do not default to 'Good day' "
"or 'Dear'; a brief 'Hi <business name>,' or a direct opening is more natural. Use the supplied sender name and "
"company name for a short sign-off only when present; do not invent a signature. Preserve any exact "
"mockup preview URL supplied in the evidence; call it a concept/preview, never a live or finished site, and "
"never imply approval. Before returning, silently compare the revised opening with three alternatives and keep the "
"one that is most specific to this record and sounds natural when read aloud. Return ONLY strict JSON with exactly these keys: subject, message, rationale, "
"recommended_offer, unknowns, evidence_used, follow_up. subject and message are plain text. rationale is "
"concise. recommended_offer summarizes the exact offer. unknowns is an array of facts to confirm. "
"evidence_used contains only supplied evidence IDs. follow_up is a short human review note, not part of the email."
)
prompt = json.dumps({
"evidence": evidence,
"current_draft": {"subject": current_subject, "message": current_message},
"edit_instruction": instruction,
"user_offer_or_instruction": offer,
"tone": tone_key,
"goal": goal_key,
}, ensure_ascii=False)
headers = {"Authorization": "Bearer " + ai_api_key} if ai_api_key else {}
request_payload: dict[str, Any] = {
"model": ai_model,
"temperature": 0.6,
"max_tokens": 1_000,
"messages": [{"role": "system", "content": system}, {"role": "user", "content": prompt}],
}
if runtime["provider"] != "nous":
request_payload["response_format"] = {"type": "json_object"}
try:
result = http_json("POST", ai_base_url + "/chat/completions", request_payload, headers=headers, timeout=90, error_prefix="ai")
content = (((result.get("choices") or [{}])[0].get("message") or {}).get("content") or "") if isinstance(result, dict) else ""
parsed = _parse_ai_object(content)
if not str(parsed.get("subject") or "").strip() or not str(parsed.get("message") or "").strip():
raise RuntimeError("ai_incomplete_message")
def text_list(value: Any, limit: int = 6, size: int = 400) -> list[str]:
if not isinstance(value, list):
return []
return [str(item).strip()[:size] for item in value if str(item).strip()][:limit]
used = [item for item in text_list(parsed.get("evidence_used"), limit=10, size=80) if item in evidence_ids]
message_text = _clean_generated_message(parsed["message"], _message_display_name(prospect))
mockup_url = str(mockup.get("share_url") or "").strip() if mockup else ""
if mockup_url and mockup_url not in message_text:
message_text = (message_text.rstrip() + "\n\nI also prepared a concept preview for you: " + mockup_url).strip()[:8_000]
if mockup_url and "mockup_preview" not in used:
used.append("mockup_preview")
draft = {
"subject": re.sub(r"\s+", " ", str(parsed["subject"]).strip())[:200],
"message": message_text,
"rationale": str(parsed.get("rationale") or "").strip()[:2_000],
"recommended_offer": str(parsed.get("recommended_offer") or offer).strip()[:2_000],
"unknowns": text_list(parsed.get("unknowns")),
"evidence_used": used,
"follow_up": str(parsed.get("follow_up") or "Review the revised draft and confirm the offer before sending.").strip()[:1_000],
"mockup_url": mockup_url,
}
record_log("ai", "message_revision_completed", prospect_id=prospect_id,
details={"model": ai_model, "evidence_used": used, "subject_characters": len(draft["subject"]), "message_characters": len(message_text)})
return draft
except Exception as exc:
record_log("ai", "message_revision_failed", level="error", prospect_id=prospect_id,
details={"model": ai_model, "instruction_characters": len(instruction)}, error=str(exc)[:500])
raise
def _parse_ai_object(content: Any) -> dict[str, Any]:
"""Parse a JSON object from models that occasionally add markdown fences."""
text = str(content or "").strip()
if text.startswith("```"):
text = re.sub(r"^```(?:json)?\s*|\s*```$", "", text, flags=re.I | re.S).strip()
try:
value = json.loads(text)
except (TypeError, ValueError, json.JSONDecodeError):
start, end = text.find("{"), text.rfind("}")
if start < 0 or end <= start:
raise RuntimeError("ai_invalid_json_response")
try:
value = json.loads(text[start:end + 1])
except (TypeError, ValueError, json.JSONDecodeError) as exc:
raise RuntimeError("ai_invalid_json_response") from exc
if not isinstance(value, dict):
raise RuntimeError("ai_invalid_json_response")
return value
def ai_assess_prospect(prospect: dict[str, Any]) -> dict[str, Any]:
"""Assess whether a prospect is worth human review/contact."""
runtime = ai_runtime_settings()
if ai_requires_api_key(runtime["provider"]) and not runtime["api_key"]:
raise RuntimeError("ai_provider_api_key_required")
if not runtime["base_url"] or not runtime["model"]:
raise RuntimeError("ai_not_configured_set_AI_BASE_URL_and_AI_MODEL")
profile = company_profile_settings()
evidence = {
"business": prospect.get("name"), "category": prospect.get("category"),
"address": prospect.get("address"), "phone": prospect.get("phone"),
"website": prospect.get("website"), "website_status": prospect.get("website_status"),
"website_http_status": prospect.get("website_http_status"),
"website_title": prospect.get("website_title"), "technology": prospect.get("website_technology"),
"emails": prospect.get("emails"), "rating": prospect.get("rating"),
"review_count": prospect.get("review_count"), "opportunity_score": prospect.get("opportunity_score"),
"score_reasons": _json_list(prospect.get("score_reasons")),
"sender_company_profile": {
"name": profile.get("name"), "description": profile.get("description"),
"services": profile.get("services"), "packages": profile.get("packages"),
"website_url": profile.get("website_url"), "website_content": profile.get("website_content"),
},
}
system = (
"You qualify prospects for a South African web hosting and web design business. "
"Assess only the supplied public evidence. A high probability means the business appears active "
"and has a plausible need that matches the sender company's services. Use the sender company profile to judge fit, "
"but do not invent facts, "
"intent, budget, decision-maker names, or contact details. Return strict JSON with exactly these "
"keys: probability (integer 0-100), recommendation (one of contact, review, do_not_contact), "
"reasoning (one concise paragraph)."
)
prompt = json.dumps({"prospect": evidence}, ensure_ascii=False)
headers = {"Authorization": "Bearer " + runtime["api_key"]} if runtime["api_key"] else {}
request_payload: dict[str, Any] = {
"model": runtime["model"], "temperature": 0.1, "max_tokens": 450,
"messages": [{"role": "system", "content": system}, {"role": "user", "content": prompt}],
}
if runtime["provider"] != "nous":
request_payload["response_format"] = {"type": "json_object"}
result = http_json("POST", runtime["base_url"] + "/chat/completions", request_payload, headers=headers, timeout=90, error_prefix="ai")
content = (((result.get("choices") or [{}])[0].get("message") or {}).get("content") or "") if isinstance(result, dict) else ""
parsed = _parse_ai_object(content)
try:
probability = max(0, min(100, int(round(float(parsed.get("probability", 0))))))
except (TypeError, ValueError):
raise RuntimeError("ai_invalid_probability")
recommendation = str(parsed.get("recommendation") or "").strip().lower().replace(" ", "_")
aliases = {
"yes": "contact", "contact_now": "contact", "high": "contact",
"maybe": "review", "needs_review": "review", "medium": "review",
"no": "do_not_contact", "do_not_contact_now": "do_not_contact", "low": "do_not_contact",
}
recommendation = aliases.get(recommendation, recommendation)
if recommendation not in {"contact", "review", "do_not_contact"}:
recommendation = "contact" if probability >= 70 else "review" if probability >= 45 else "do_not_contact"
return {
"ai_probability": probability,
"ai_recommendation": recommendation,
"ai_reasoning": str(parsed.get("reasoning") or "").strip()[:3000],
}
def _mockup_text(value: Any, limit: int = 6000) -> str:
return re.sub(r"\s+", " ", str(value or "")).strip()[:limit]
def _mockup_external_url(value: Any) -> str:
"""Return a safe public HTTP(S) link for a generated preview."""
candidate = normalize_url(_mockup_text(value, 700))
parsed = urlparse(candidate)
if not candidate or parsed.scheme not in {"http", "https"} or not parsed.hostname:
return ""
if parsed.username or parsed.password:
return ""
return candidate
def sanitize_mockup_html(value: Any) -> str:
"""Remove active or unsafe markup before a generated preview is published."""
text = str(value or "").strip()
if text.startswith("```"):
text = re.sub(r"^```(?:html)?\s*|\s*```$", "", text, flags=re.I | re.S).strip()
text = re.sub(r"<script\b[^>]*>.*?</script\s*>", "", text, flags=re.I | re.S)
text = re.sub(r"<iframe\b[^>]*>.*?</iframe\s*>", "", text, flags=re.I | re.S)
text = re.sub(r"<form\b[^>]*>.*?</form\s*>", "", text, flags=re.I | re.S)
text = re.sub(r"<link\b[^>]*>", "", text, flags=re.I | re.S)
def keep_curated_image(match: re.Match[str]) -> str:
tag = match.group(0)
source = re.search(r"\bsrc\s*=\s*(['\"])(.*?)\1", tag, flags=re.I | re.S)
if source and source.group(2).strip().lower().startswith("https://images.unsplash.com/"):
return tag
return ""
text = re.sub(r"<img\b[^>]*>", keep_curated_image, text, flags=re.I | re.S)
text = re.sub(r"<meta\b[^>]*(?:http-equiv\s*=\s*['\"]?refresh|content\s*=\s*['\"]?\d+\s*;\s*url)[^>]*>", "", text, flags=re.I | re.S)
text = re.sub(r"<(?:object|embed|video|audio|base)\b[^>]*>.*?</(?:object|embed|video|audio|base)\s*>", "", text, flags=re.I | re.S)
text = re.sub(r"\s+on[a-z]+\s*=\s*(?:\"[^\"]*\"|'[^']*'|[^\s>]+)", "", text, flags=re.I)
text = re.sub(r"\s+(?:href|src)\s*=\s*(['\"])\s*javascript:[^'\"]*\1", "", text, flags=re.I)
text = re.sub(r"url\s*\(\s*['\"]?\s*javascript:[^)]+\)", "", text, flags=re.I)
if not re.search(r"<html\b|<main\b|<body\b", text, flags=re.I):
return ""
return text[:250_000]
STOCK_IMAGE_LIBRARY = {
"plumb": [
"https://images.unsplash.com/photo-1581578731548-c64695cc6952?auto=format&fit=crop&w=1400&q=82",
"https://images.unsplash.com/photo-1607472586893-edb57bdc0e39?auto=format&fit=crop&w=1200&q=82",
],
"electric": [
"https://images.unsplash.com/photo-1621905252507-b35492cc74b4?auto=format&fit=crop&w=1400&q=82",
"https://images.unsplash.com/photo-1558618666-fcd25c85cd64?auto=format&fit=crop&w=1200&q=82",
],
"construct": [
"https://images.unsplash.com/photo-1503387762-592dee58ef4e?auto=format&fit=crop&w=1400&q=82",
"https://images.unsplash.com/photo-1541888946425-d81bb19240f5?auto=format&fit=crop&w=1200&q=82",
],
"beauty": [
"https://images.unsplash.com/photo-1560066984-138dadb4c035?auto=format&fit=crop&w=1400&q=82",
"https://images.unsplash.com/photo-1521590832167-7bcbfaa6381f?auto=format&fit=crop&w=1200&q=82",
],
"auto": [
"https://images.unsplash.com/photo-1487754180451-c456f719a1fc?auto=format&fit=crop&w=1400&q=82",
"https://images.unsplash.com/photo-1503736334956-4c8f8e92946d?auto=format&fit=crop&w=1200&q=82",
],
"default": [
"https://images.unsplash.com/photo-1497366811353-6870744d04b2?auto=format&fit=crop&w=1400&q=82",
"https://images.unsplash.com/photo-1497366754035-f200968a6e72?auto=format&fit=crop&w=1200&q=82",
],
}
def stock_images_for_category(category: Any) -> list[str]:
"""Return a small curated set of Unsplash URLs for the concept preview."""
value = _mockup_text(category, 160).lower()
for key in ("plumb", "electric", "construct", "beauty", "auto"):
if key in value:
return list(STOCK_IMAGE_LIBRARY[key])
return list(STOCK_IMAGE_LIBRARY["default"])
def fallback_mockup_html(prospect: dict[str, Any], snapshot: dict[str, Any] | None = None) -> str:
"""Produce a polished no-AI fallback so the button always gives a preview."""
snapshot = snapshot or {}
name = html_escape(_mockup_text(prospect.get("name"), 160) or "Your business")
category = html_escape(_mockup_text(prospect.get("category") or prospect.get("search_category"), 120) or "Local business")
address = html_escape(_mockup_text(prospect.get("address"), 240))
phone = _mockup_text(prospect.get("phone"), 80)
email = _mockup_text(prospect.get("emails"), 160).split(",")[0].strip()
website = html_escape(_mockup_text(prospect.get("website") or snapshot.get("website_url"), 400))
title = html_escape(_mockup_text(snapshot.get("website_title"), 160) or name)
description = html_escape(_mockup_text(prospect.get("description"), 500) or f"A clearer, faster online home for {name}.")
stock_images = stock_images_for_category(prospect.get("category") or prospect.get("search_category"))
hero_image = html_escape(stock_images[0])
secondary_image = html_escape(stock_images[1])
page_base = "__MOCKUP_BASE__"
phone_link = html_escape(re.sub(r"[^0-9+]+", "", phone))
email_link = html_escape(email)
contact = " · ".join(item for item in [address, html_escape(phone), html_escape(email)] if item)
return f'''<!doctype html>
<html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width,initial-scale=1"><meta name="theme-color" content="#101a2d"><title>{name} · Website concept</title>
<style>
:root{{--ink:#17233a;--muted:#66738a;--brand:#635bff;--brand2:#16a77a;--surface:#fff;--soft:#f4f7fb;--line:#e6ebf2;--max:1120px;font-family:Inter,ui-sans-serif,system-ui,-apple-system,"Segoe UI",sans-serif;color:var(--ink);background:var(--soft);line-height:1.5}}*{{box-sizing:border-box}}body{{margin:0}}a{{color:inherit}}.preview{{position:sticky;top:0;z-index:3;text-align:center;padding:8px 14px;background:#111d2e;color:#dfe6f5;font:700 11px/1.2 system-ui;letter-spacing:.03em}}.nav{{display:flex;align-items:center;justify-content:space-between;gap:20px;max-width:var(--max);margin:auto;padding:20px 24px}}.brand{{font-size:18px;font-weight:850;letter-spacing:-.03em}}.brand i{{display:inline-block;width:10px;height:10px;margin-right:8px;border-radius:50%;background:var(--brand)}}.navlinks{{display:flex;gap:22px;color:var(--muted);font-size:13px;font-weight:700}}.navlinks a{{text-decoration:none}}.btn{{display:inline-flex;align-items:center;justify-content:center;min-height:44px;padding:0 17px;border-radius:10px;background:var(--brand);color:#fff;text-decoration:none;font-size:13px;font-weight:800;box-shadow:0 8px 18px #635bff36}}.hero{{background:linear-gradient(135deg,#f1f2ff 0,#fff 62%);border-top:1px solid var(--line);border-bottom:1px solid var(--line)}}.hero-inner{{display:grid;grid-template-columns:1.05fr .95fr;align-items:center;gap:50px;max-width:var(--max);margin:auto;padding:88px 24px}}.eyebrow{{color:var(--brand);font-size:11px;font-weight:900;letter-spacing:.17em;text-transform:uppercase}}h1{{max-width:650px;margin:12px 0;font-size:clamp(37px,5vw,66px);line-height:1.03;letter-spacing:-.06em}}.lead{{max-width:590px;color:var(--muted);font-size:18px}}.hero-actions{{display:flex;flex-wrap:wrap;gap:10px;margin-top:28px}}.ghost{{display:inline-flex;align-items:center;justify-content:center;min-height:44px;padding:0 17px;border:1px solid #ccd5e3;border-radius:10px;color:var(--ink);text-decoration:none;font-size:13px;font-weight:800;background:#fff}}.hero-card{{min-height:320px;padding:20px;border:1px solid #e0e4ff;border-radius:24px;background:linear-gradient(145deg,#e9e8ff,#fff 60%);box-shadow:0 25px 60px #2a386014;display:flex;flex-direction:column;justify-content:flex-end;overflow:hidden}}.hero-image{{width:100%;height:170px;object-fit:cover;border-radius:17px;margin-bottom:16px;filter:saturate(.9)}}.hero-card-top{{width:60%;height:14px;border-radius:20px;background:#b9b4ff;margin-bottom:auto}}.hero-card-panel{{padding:18px;border-radius:15px;background:#ffffffd9;border:1px solid #fff}}.hero-card-panel b{{display:block;font-size:22px}}.hero-card-panel span{{display:block;color:var(--muted);font-size:12px;margin-top:4px}}.section{{max-width:var(--max);margin:auto;padding:72px 24px}}.section h2{{margin:8px 0 12px;font-size:34px;letter-spacing:-.05em}}.section-intro{{max-width:620px;color:var(--muted)}}.visual-strip{{display:grid;grid-template-columns:1.15fr .85fr;gap:14px;margin-top:30px}}.visual-strip img{{width:100%;height:220px;object-fit:cover;border-radius:17px}}.visual-strip img+img{{height:220px;opacity:.9}}.cards{{display:grid;grid-template-columns:repeat(3,1fr);gap:15px;margin-top:28px}}.card{{padding:24px;border:1px solid var(--line);border-radius:16px;background:var(--surface);box-shadow:0 9px 28px #27365308}}.icon{{width:38px;height:38px;display:grid;place-items:center;border-radius:12px;background:#ebeaff;color:var(--brand);font-weight:900}}.card h3{{margin:18px 0 5px;font-size:16px}}.card p{{margin:0;color:var(--muted);font-size:13px}}.contact{{background:#111d2e;color:#fff}}.contact .section-intro{{color:#aeb9ce}}.contact-grid{{display:grid;grid-template-columns:1fr auto;gap:30px;align-items:center}}.contact-links{{display:flex;flex-wrap:wrap;gap:10px}}.contact-links a{{color:#fff;text-decoration:none;border:1px solid #ffffff3a;border-radius:9px;padding:10px 13px;font-size:12px}}footer{{max-width:var(--max);margin:auto;padding:24px;color:#8a96a8;font-size:11px;text-align:center}}@media(max-width:760px){{.navlinks{{display:none}}.hero-inner{{grid-template-columns:1fr;padding:58px 20px 50px;gap:32px}}h1{{font-size:44px}}.lead{{font-size:16px}}.hero-card{{min-height:230px}}.hero-image{{height:150px}}.visual-strip{{grid-template-columns:1fr}}.visual-strip img,.visual-strip img+img{{height:200px}}.section{{padding:52px 20px}}.cards{{grid-template-columns:1fr}}.contact-grid{{grid-template-columns:1fr}}.contact-links{{display:grid}}.contact-links a{{display:block}}}}
</style></head><body><div class="preview">WEBSITE CONCEPT PREVIEW · prepared for review · stock imagery selected for layout</div><header><nav class="nav"><div class="brand"><i></i>{name}</div><div class="navlinks"><a href="{page_base}/services">Services</a><a href="{page_base}/about">About</a><a href="{page_base}/contact">Contact</a></div><a class="btn" href="{page_base}/contact">Get in touch</a></nav></header><main><section class="hero"><div class="hero-inner"><div><span class="eyebrow">{category}</span><h1>{name}, made easier to find.</h1><p class="lead">{description}</p><div class="hero-actions"><a class="btn" href="{page_base}/contact">Start a conversation</a><a class="ghost" href="{page_base}/services">Explore services</a></div></div><div class="hero-card"><img class="hero-image" src="{hero_image}" alt="" loading="lazy"><div class="hero-card-top"></div><div class="hero-card-panel"><b>{title}</b><span>A modern, mobile-first way to present what you do.</span></div></div></div></section><section class="section" id="services"><span class="eyebrow">WHAT WE DO</span><h2>Clear services. Better first impressions.</h2><p class="section-intro">Visitors can quickly understand how {name} helps, then take the next step from any device.</p><div class="visual-strip"><img src="{secondary_image}" alt="" loading="lazy"><img src="{hero_image}" alt="" loading="lazy"></div><div class="cards"><article class="card"><div class="icon">01</div><h3>Simple navigation</h3><p>Important information is easy to find on mobile and desktop.</p></article><article class="card"><div class="icon">02</div><h3>Trust at a glance</h3><p>Strong hierarchy and useful contact details make the business feel established.</p></article><article class="card"><div class="icon">03</div><h3>Built for action</h3><p>Clear calls to action help interested visitors make contact.</p></article></div></section><section class="section" id="about"><span class="eyebrow">ABOUT {category.upper()}</span><h2>A stronger home for your business.</h2><p class="section-intro">This concept uses the public information currently available and leaves space for your exact services, photos, proof, and preferred contact flow.</p></section><section class="contact"><div class="section contact-grid" id="contact"><div><span class="eyebrow" style="color:#a9a1ff">LET'S TALK</span><h2>Ready to make it easier for customers to choose you?</h2><p class="section-intro">A focused website can turn interest into a call, message, or enquiry.</p></div><div class="contact-links">{f'<a href="tel:{phone_link}">{html_escape(phone)}</a>' if phone else ''}{f'<a href="mailto:{email_link}">{html_escape(email)}</a>' if email else ''}{f'<a href="{website}" target="_blank" rel="noopener">Current website ↗</a>' if website else ''}</div></div></section></main><footer>{contact or name} · website concept preview · layout imagery from Unsplash</footer></body></html>'''
def generate_mockup_html(prospect: dict[str, Any], snapshot: dict[str, Any] | None = None, instructions: str = "") -> tuple[str, str, str]:
"""Generate a self-contained preview and return (html, source, model)."""
snapshot = snapshot or {}
runtime = ai_runtime_settings()
fallback = fallback_mockup_html(prospect, snapshot)
if not runtime["base_url"] or not runtime["model"] or (ai_requires_api_key(runtime["provider"]) and not runtime["api_key"]):
return fallback, "fallback", ""
source = {
"business_name": _mockup_text(prospect.get("name"), 160),
"category": _mockup_text(prospect.get("category") or prospect.get("search_category"), 120),
"location": _mockup_text(prospect.get("address"), 240),
"phone": _mockup_text(prospect.get("phone"), 80),
"public_emails": _mockup_text(prospect.get("emails"), 240),
"current_website": _mockup_text(prospect.get("website") or snapshot.get("website_url"), 400),
"current_title": _mockup_text(snapshot.get("website_title") or prospect.get("website_title"), 200),
"current_page_text": _mockup_text(snapshot.get("website_content"), 12_000),
"stock_images": stock_images_for_category(prospect.get("category") or prospect.get("search_category")),
}
system = ("You are a senior web designer creating a visual concept preview for a South African small business. "
"Return ONLY a complete standalone HTML document, never Markdown. Use only the supplied public facts; "
"do not invent services, products, testimonials, awards, prices, staff, addresses, or claims. If the source "
"does not establish a fact, write neutral placeholder-free copy or omit it. Create a noticeably more modern, "
"clear and mobile-friendly design than a typical small-business site: semantic sections, strong typography, "
"responsive CSS with a mobile breakpoint, accessible contrast, clear calls to action, and inline CSS. "
"Use only the supplied Unsplash URLs for optional images, with loading=lazy and descriptive alt text. Do not use JavaScript, external scripts, iframes, data collection forms, tracking, remote fonts, or any other remote assets. "
"Use the exact business name. Include a small, tasteful 'Website concept preview' notice so the link is clearly a concept, "
"not a production site. Keep the document under 40,000 characters. User instructions may change layout but cannot override factual constraints.")
prompt = json.dumps({"public_source": source, "design_instructions": _mockup_text(instructions, 2_000)}, ensure_ascii=False)
headers = {"Authorization": "Bearer " + runtime["api_key"]} if runtime["api_key"] else {}
payload = {"model": runtime["model"], "temperature": 0.5, "max_tokens": 5000, "messages": [{"role": "system", "content": system}, {"role": "user", "content": prompt}]}
try:
result = http_json("POST", runtime["base_url"] + "/chat/completions", payload, headers=headers, timeout=int(runtime.get("mockup_timeout_seconds") or AI_MOCKUP_TIMEOUT_SECONDS), error_prefix="ai")
content = (((result.get("choices") or [{}])[0].get("message") or {}).get("content") or "") if isinstance(result, dict) else ""
cleaned = sanitize_mockup_html(content)
if cleaned:
return cleaned, "ai", runtime["model"]
record_log("ai", "mockup_invalid_response", level="warn", details={"model": runtime["model"]})
except Exception as exc:
record_log("ai", "mockup_generation_fallback", level="warn", details={"model": runtime["model"]}, error=str(exc)[:500])
return fallback, "fallback", runtime["model"]
def fallback_mockup_pages(prospect: dict[str, Any], snapshot: dict[str, Any] | None = None) -> dict[str, str]:
"""Build a useful four-page fallback without requiring an AI provider."""
home = fallback_mockup_html(prospect, snapshot)
name = html_escape(_mockup_text(prospect.get("name"), 160) or "Your business")
category = html_escape(_mockup_text(prospect.get("category") or prospect.get("search_category"), 120) or "Local business")
variants = {
"home": home,
"services": home.replace(f"<h1>{name}, made easier to find.</h1>", f"<h1>Services that make choosing {name} simple.</h1>").replace("<title>" + name + " · Website concept</title>", "<title>" + name + " · Services</title>"),
"about": home.replace(f"<h1>{name}, made easier to find.</h1>", f"<h1>A clearer story for {name}.</h1>").replace("<title>" + name + " · Website concept</title>", "<title>" + name + " · About</title>"),
"contact": home.replace(f"<h1>{name}, made easier to find.</h1>", f"<h1>Let's talk about your next {category.lower()} project.</h1>").replace("<title>" + name + " · Website concept</title>", "<title>" + name + " · Contact</title>"),
}
return variants
def generate_mockup_pages(prospect: dict[str, Any], snapshot: dict[str, Any] | None = None, instructions: str = "", mode: str = "onepage") -> tuple[dict[str, str], str, str]:
"""Generate either a one-page or a real multi-page concept site."""
mode = "multipage" if str(mode or "onepage").strip().lower() in {"multiple", "multipage", "multi-page", "multi_page"} else "onepage"
snapshot = snapshot or {}
if mode == "onepage":
html, source, model = generate_mockup_html(prospect, snapshot, instructions)
return {"home": html}, source, model
fallback = fallback_mockup_pages(prospect, snapshot)
runtime = ai_runtime_settings()
if not runtime["base_url"] or not runtime["model"] or (ai_requires_api_key(runtime["provider"]) and not runtime["api_key"]):
return fallback, "fallback", ""
source = {
"business_name": _mockup_text(prospect.get("name"), 160),
"category": _mockup_text(prospect.get("category") or prospect.get("search_category"), 120),
"location": _mockup_text(prospect.get("address"), 240),
"phone": _mockup_text(prospect.get("phone"), 80),
"public_emails": _mockup_text(prospect.get("emails"), 240),
"current_website": _mockup_text(prospect.get("website") or snapshot.get("website_url"), 400),
"current_title": _mockup_text(snapshot.get("website_title") or prospect.get("website_title"), 200),
"current_page_text": _mockup_text(snapshot.get("website_content"), 12_000),
"stock_images": stock_images_for_category(prospect.get("category") or prospect.get("search_category")),
}
system = ("You are a senior web designer creating a polished multi-page concept website for a South African small business. "
"Return ONLY strict JSON with one key pages. pages must be an array with exactly four objects whose slugs are "
"home, services, about, contact; each object has slug, title, and html. Every html value must be a complete standalone "
"HTML document with inline responsive CSS and the exact business name. Use only supplied public facts; never invent "
"services, products, testimonials, prices, awards, staff, addresses, or claims. Make the design modern, visually rich, "
"accessible, and mobile-first. Use only the supplied Unsplash URLs for optional images, with loading=lazy and descriptive alt text. "
"Do not use JavaScript, forms, tracking, iframes, remote fonts, CSS imports, or any other remote assets. Add a small "
"'Website concept preview' notice. Link between pages using the exact placeholder __MOCKUP_BASE__ followed by /home, /services, /about, or /contact. Keep each page under 25,000 characters. User instructions may change layout but not factual constraints.")
prompt = json.dumps({"public_source": source, "design_instructions": _mockup_text(instructions, 2_000)}, ensure_ascii=False)
headers = {"Authorization": "Bearer " + runtime["api_key"]} if runtime["api_key"] else {}
payload: dict[str, Any] = {"model": runtime["model"], "temperature": 0.5, "max_tokens": 16_000, "messages": [{"role": "system", "content": system}, {"role": "user", "content": prompt}]}
if runtime["provider"] != "nous":
payload["response_format"] = {"type": "json_object"}
try:
result = http_json("POST", runtime["base_url"] + "/chat/completions", payload, headers=headers, timeout=180, error_prefix="ai")
content = (((result.get("choices") or [{}])[0].get("message") or {}).get("content") or "") if isinstance(result, dict) else ""
parsed = _parse_ai_object(content)
raw_pages = parsed.get("pages")
if isinstance(raw_pages, dict):
raw_pages = [{"slug": key, "html": value, "title": key.title()} for key, value in raw_pages.items()]
pages: dict[str, str] = {}
if isinstance(raw_pages, list):
for item in raw_pages:
if not isinstance(item, dict):
continue
slug = str(item.get("slug") or "").strip().lower().replace(" ", "-")
if slug not in {"home", "services", "about", "contact"}:
continue
cleaned = sanitize_mockup_html(item.get("html"))
if cleaned:
pages[slug] = cleaned
if all(slug in pages for slug in ("home", "services", "about", "contact")):
return pages, "ai", runtime["model"]
record_log("ai", "mockup_multipage_invalid_response", level="warn", details={"model": runtime["model"], "pages": sorted(pages)})
except Exception as exc:
record_log("ai", "mockup_multipage_generation_fallback", level="warn", details={"model": runtime["model"]}, error=str(exc)[:500])
return fallback, "fallback", runtime["model"]
def premium_default_content(prospect: dict[str, Any], snapshot: dict[str, Any] | None = None) -> dict[str, Any]:
"""Safe neutral copy used when AI has no reliable fact to add."""
snapshot = snapshot or {}
name = _mockup_text(prospect.get("name"), 160) or "Your business"
category = _mockup_text(prospect.get("category") or prospect.get("search_category"), 120) or "Local business"
title = _mockup_text(snapshot.get("website_title") or prospect.get("website_title"), 180)
return {
"tagline": f"A sharper digital home for {name}.",
"intro": f"A modern, mobile-first way for people to understand {name} and take the next step.",
"services": [
{"name": "Clear information", "description": "Put the most useful information within reach on every screen."},
{"name": "Confident first impression", "description": "A considered visual system helps the business feel easy to trust."},
{"name": "Easy next step", "description": "Make it simple for interested visitors to call, email, or enquire."},
],
"about": title or f"A thoughtful online presence for a {category.lower()} business.",
"cta": "Let's make it easier for customers to choose you.",
"hero_image": "",
"gallery_image": "",
}
def _premium_content(prospect: dict[str, Any], snapshot: dict[str, Any] | None, supplied: dict[str, Any] | None) -> dict[str, Any]:
defaults = premium_default_content(prospect, snapshot)
value = supplied if isinstance(supplied, dict) else {}
result = dict(defaults)
for key, limit in (("tagline", 180), ("intro", 600), ("about", 700), ("cta", 220)):
text = _mockup_text(value.get(key), limit)
if text:
result[key] = text
services: list[dict[str, str]] = []
raw_services = value.get("services")
if isinstance(raw_services, list):
for item in raw_services[:6]:
if isinstance(item, dict):
service_name = _mockup_text(item.get("name"), 100)
service_description = _mockup_text(item.get("description"), 280)
if service_name and service_description:
services.append({"name": service_name, "description": service_description})
if services:
# Keep the visual system balanced even when a free model returns only
# one or two usable service cards. Neutral cards are safer than
# inventing a fourth business-specific claim.
for fallback_item in defaults["services"]:
if len(services) >= 3:
break
services.append(fallback_item)
result["services"] = services[:6]
allowed_images = stock_images_for_category(prospect.get("category") or prospect.get("search_category"))
result["hero_image"] = str(value.get("hero_image") or "") if str(value.get("hero_image") or "") in allowed_images else allowed_images[0]
result["gallery_image"] = str(value.get("gallery_image") or "") if str(value.get("gallery_image") or "") in allowed_images else allowed_images[1]
return result
def _premium_design(value: Any = None) -> dict[str, Any]:
"""Return a deliberately tiny, validated visual vocabulary for edits.
The AI never gets to emit arbitrary CSS. It can only choose one of these
four hand-authored palettes and a section emphasis that the deterministic
renderer understands.
"""
raw = value if isinstance(value, dict) else {}
variant = str(raw.get("variant") or raw.get("theme") or raw.get("design_variant") or "default").strip().lower()
if variant not in {"default", "midnight", "warm", "editorial"}:
variant = "default"
emphasis = str(raw.get("emphasis") or "balanced").strip().lower()
if emphasis not in {"balanced", "services", "about", "contact", "hero"}:
emphasis = "balanced"
show_gallery = raw.get("show_gallery", True)
if isinstance(show_gallery, str):
show_gallery = show_gallery.strip().lower() not in {"0", "false", "no", "off"}
return {"variant": variant, "emphasis": emphasis, "show_gallery": bool(show_gallery)}
def _premium_design_from_instructions(instructions: str, current: Any = None) -> dict[str, Any]:
"""Apply safe local visual hints when a model is unavailable or terse."""
design = _premium_design(current)
text = str(instructions or "").lower()
if re.search(r"\b(dark|darker|midnight|black|navy|night)\b", text):
design["variant"] = "midnight"
elif re.search(r"\b(warm|terracotta|beige|earthy|sand|copper)\b", text):
design["variant"] = "warm"
elif re.search(r"\b(editorial|magazine|print|luxury serif)\b", text):
design["variant"] = "editorial"
if re.search(r"\b(service|services|offerings|what we do)\b", text):
design["emphasis"] = "services"
elif re.search(r"\b(contact|call|email|enquir|cta)\b", text):
design["emphasis"] = "contact"
elif re.search(r"\b(about|story|heritage)\b", text):
design["emphasis"] = "about"
elif re.search(r"\b(hero|headline|opening)\b", text):
design["emphasis"] = "hero"
if re.search(r"\b(hide|remove|without)\b[^.]{0,40}\b(gallery|image|images)\b", text):
design["show_gallery"] = False
elif re.search(r"\b(show|add|include)\b[^.]{0,40}\b(gallery|image|images)\b", text):
design["show_gallery"] = True
return design
def premium_render_pages(prospect: dict[str, Any], snapshot: dict[str, Any] | None = None, supplied: dict[str, Any] | None = None, mode: str = "multipage", design: Any = None) -> dict[str, str]:
"""Render a polished, self-contained concept site from bounded facts/copy."""
snapshot = snapshot or {}
content = _premium_content(prospect, snapshot, supplied)
design = _premium_design(design)
name_raw = _mockup_text(prospect.get("name"), 160) or "Your business"
category_raw = _mockup_text(prospect.get("category") or prospect.get("search_category"), 120) or "Local business"
name = html_escape(name_raw)
category = html_escape(category_raw)
address = html_escape(_mockup_text(prospect.get("address"), 240))
phone = _mockup_text(prospect.get("phone"), 90)
email = _mockup_text(prospect.get("emails"), 180).split(",")[0].strip()
website = _mockup_external_url(prospect.get("website") or prospect.get("website_final_url") or snapshot.get("website_url"))
title = html_escape(_mockup_text(snapshot.get("website_title") or prospect.get("website_title"), 180) or name_raw)
phone_link = html_escape(re.sub(r"[^0-9+]+", "", phone))
email_link = html_escape(email)
website_link = html_escape(website)
hero_image = html_escape(content["hero_image"])
gallery_image = html_escape(content["gallery_image"])
base = "__MOCKUP_BASE__"
is_multipage = mode == "multipage"
services = content["services"]
cards = "".join(f'<article class="service-card reveal"><span class="service-index">{index:02d}</span><h3>{html_escape(item["name"])}</h3><p>{html_escape(item["description"])}</p><span class="card-arrow">↗</span></article>' for index, item in enumerate(services, 1))
contact_links = "".join(item for item in [
f'<a href="tel:{phone_link}" class="contact-chip">Call {html_escape(phone)}</a>' if phone else "",
f'<a href="mailto:{email_link}" class="contact-chip">Email {html_escape(email)}</a>' if email else "",
f'<a href="{website_link}" target="_blank" rel="noopener" class="contact-chip">Current website ↗</a>' if website else "",
] )
location_line = " · ".join(item for item in [address, category] if item)
css = '''
:root{--ink:#101827;--ink-soft:#41506a;--muted:#78869c;--paper:#fbfcff;--card:#fff;--line:#e6ebf3;--accent:#635bff;--accent-2:#16a37a;--dark:#0c1423;--dark-soft:#aebbd0;--gold:#e7b86b;--max:1180px;font-family:Inter,ui-sans-serif,system-ui,-apple-system,"Segoe UI",sans-serif;color:var(--ink);background:var(--paper);line-height:1.5}*{box-sizing:border-box}html{scroll-behavior:smooth}body{margin:0;overflow-x:hidden}a{color:inherit}.preview{position:sticky;top:0;z-index:20;text-align:center;padding:9px 15px;background:linear-gradient(90deg,#0a1220,#1b2841 50%,#0a1220);color:#dfe8f7;font:800 10px/1.2 system-ui;letter-spacing:.15em;text-transform:uppercase}.site-header{position:sticky;top:31px;z-index:10;border-bottom:1px solid #ffffff19;background:#ffffffde;backdrop-filter:blur(18px)}.nav{display:flex;align-items:center;justify-content:space-between;gap:24px;max-width:var(--max);margin:auto;padding:18px 28px}.brand{display:flex;align-items:center;gap:10px;min-width:0;text-decoration:none;font-size:16px;font-weight:900;letter-spacing:-.035em}.brand-mark{width:13px;height:13px;display:inline-block;border-radius:4px 9px 4px 9px;background:linear-gradient(135deg,var(--accent),#a29dff);box-shadow:0 7px 18px #635bff40}.navlinks{display:flex;align-items:center;gap:25px;color:#65738a;font-size:11px;font-weight:800}.navlinks a{text-decoration:none}.navlinks a:hover{color:var(--accent)}.nav-cta{display:inline-flex;align-items:center;justify-content:center;min-height:40px;padding:0 15px;border-radius:999px;background:var(--ink);color:#fff;text-decoration:none;font-size:11px;font-weight:850;box-shadow:0 10px 20px #1018271c}.container{max-width:var(--max);margin:auto;padding:0 28px}.eyebrow{color:var(--accent);font-size:10px;font-weight:950;letter-spacing:.18em;text-transform:uppercase}.hero{position:relative;isolation:isolate;overflow:hidden;background:linear-gradient(135deg,#f1f3ff 0,#fff 55%,#edf9f6 100%);border-bottom:1px solid var(--line)}.hero:before,.hero:after{content:"";position:absolute;z-index:-1;border-radius:50%;filter:blur(3px);opacity:.48;animation:drift 14s ease-in-out infinite}.hero:before{width:430px;height:430px;right:-130px;top:-170px;background:#b9b4ff66}.hero:after{width:290px;height:290px;left:-170px;bottom:-160px;background:#99e1ca66;animation-delay:-6s}.hero-grid{display:grid;grid-template-columns:minmax(0,1fr) minmax(360px,.82fr);align-items:center;gap:70px;padding-top:100px;padding-bottom:94px}.hero h1{max-width:720px;margin:15px 0 18px;font-size:clamp(42px,6vw,78px);line-height:.98;letter-spacing:-.075em}.hero-copy{max-width:610px;color:var(--ink-soft);font-size:18px;line-height:1.65}.actions{display:flex;flex-wrap:wrap;gap:10px;margin-top:30px}.btn{display:inline-flex;align-items:center;justify-content:center;gap:12px;min-height:48px;padding:0 19px;border-radius:12px;background:var(--accent);color:#fff;text-decoration:none;font-size:12px;font-weight:900;box-shadow:0 14px 27px #635bff35;transition:transform .2s ease,box-shadow .2s ease}.btn:hover{transform:translateY(-3px);box-shadow:0 18px 34px #635bff4a}.btn.ghost{border:1px solid #ccd5e4;background:#ffffffbc;color:var(--ink);box-shadow:none}.hero-visual{position:relative}.image-shell{position:relative;padding:11px;border:1px solid #ffffffc9;border-radius:29px;background:#ffffff88;box-shadow:0 32px 75px #27365324;transform:rotate(1.5deg);animation:float 7s ease-in-out infinite}.image-shell img{display:block;width:100%;height:390px;object-fit:cover;border-radius:20px;filter:saturate(.88) contrast(1.02)}.image-label{position:absolute;left:25px;bottom:25px;right:25px;padding:15px 17px;border:1px solid #ffffffaa;border-radius:15px;background:#101827d9;color:#fff;backdrop-filter:blur(14px)}.image-label b{display:block;font-size:18px;letter-spacing:-.04em}.image-label span{display:block;margin-top:4px;color:#c4d0e1;font-size:11px}.floating-note{position:absolute;right:-30px;top:38px;padding:11px 13px;border:1px solid #ffffff;background:#fff;color:var(--ink);border-radius:13px;box-shadow:0 17px 35px #27365324;font-size:10px;font-weight:850;animation:float 6s ease-in-out infinite reverse}.floating-note i{display:inline-block;width:7px;height:7px;margin-right:6px;border-radius:50%;background:var(--accent-2)}.trust-rail{display:flex;flex-wrap:wrap;gap:10px;padding:18px 0 0;color:#75839a;font-size:10px;font-weight:750}.trust-rail span{padding:8px 11px;border:1px solid #dfe5ef;border-radius:999px;background:#ffffffaa}.section{padding:100px 0}.section-head{max-width:700px}.section h2{margin:11px 0 13px;font-size:clamp(30px,4vw,52px);line-height:1.04;letter-spacing:-.06em}.section-intro{max-width:650px;color:var(--muted);font-size:16px;line-height:1.7}.service-grid{display:grid;grid-template-columns:repeat(3,1fr);gap:14px;margin-top:34px}.service-card{position:relative;min-height:225px;padding:25px;border:1px solid var(--line);border-radius:19px;background:var(--card);box-shadow:0 14px 38px #2635520a;transition:transform .25s ease,box-shadow .25s ease,border-color .25s ease}.service-card:hover{transform:translateY(-7px);border-color:#c8c4ff;box-shadow:0 22px 45px #26355218}.service-index{color:var(--accent);font:900 11px ui-monospace,monospace;letter-spacing:.12em}.service-card h3{margin:38px 0 8px;font-size:18px;letter-spacing:-.03em}.service-card p{margin:0;max-width:240px;color:var(--muted);font-size:12px;line-height:1.65}.card-arrow{position:absolute;right:23px;bottom:21px;color:#a6afbe;font-size:18px}.split{display:grid;grid-template-columns:.9fr 1.1fr;gap:65px;align-items:center}.split-image{overflow:hidden;border-radius:23px;box-shadow:0 25px 60px #2635521a}.split-image img{display:block;width:100%;height:390px;object-fit:cover;transition:transform .8s ease}.split-image:hover img{transform:scale(1.04)}.detail-list{display:grid;gap:0;margin-top:26px;border-top:1px solid var(--line)}.detail-row{display:flex;justify-content:space-between;gap:20px;padding:15px 0;border-bottom:1px solid var(--line);font-size:12px}.detail-row span{color:var(--muted)}.detail-row b{text-align:right}.dark-section{background:var(--dark);color:#fff}.dark-section .eyebrow{color:#aaa3ff}.dark-section .section-intro{color:var(--dark-soft)}.cta-box{position:relative;overflow:hidden;display:grid;grid-template-columns:1fr auto;gap:35px;align-items:center;padding:38px;border:1px solid #ffffff1d;border-radius:22px;background:linear-gradient(115deg,#182642,#101a2d);box-shadow:0 25px 65px #07101f45}.cta-box:after{content:"";position:absolute;width:210px;height:210px;right:-70px;top:-110px;border-radius:50%;background:#8f8bff35}.cta-box h2{position:relative;z-index:1;margin:7px 0;font-size:clamp(26px,3.5vw,43px)}.contact-links{position:relative;z-index:1;display:flex;flex-wrap:wrap;justify-content:flex-end;gap:9px}.contact-chip{display:inline-flex;align-items:center;min-height:42px;padding:0 13px;border:1px solid #ffffff32;border-radius:10px;color:#fff;text-decoration:none;font-size:11px;font-weight:800}.contact-chip:hover{border-color:#bcb9ff;background:#ffffff10}.site-footer{background:#080f1b;color:#9aaac0}.footer-grid{display:grid;grid-template-columns:1.2fr 1fr 1fr;gap:35px;padding:48px 28px 35px}.footer-brand{color:#fff}.footer-grid h3{margin:0 0 12px;color:#fff;font-size:11px}.footer-grid p,.footer-grid a{display:block;margin:5px 0;color:#9aaac0;text-decoration:none;font-size:11px}.footer-grid a:hover{color:#fff}.footer-bottom{display:flex;justify-content:space-between;gap:20px;padding:15px 28px;border-top:1px solid #ffffff16;color:#71829a;font-size:10px}.reveal{animation:reveal .8s both}.reveal:nth-child(2){animation-delay:.08s}.reveal:nth-child(3){animation-delay:.16s}.reveal:nth-child(4){animation-delay:.24s}@keyframes reveal{from{opacity:0;transform:translateY(18px)}to{opacity:1;transform:none}}@keyframes drift{0%,100%{transform:translate3d(0,0,0) scale(1)}50%{transform:translate3d(25px,-18px,0) scale(1.08)}}@keyframes float{0%,100%{transform:translateY(0) rotate(1.5deg)}50%{transform:translateY(-9px) rotate(1.5deg)}}@media(prefers-reduced-motion:reduce){*,*:before,*:after{scroll-behavior:auto!important;animation:none!important;transition:none!important}}@media(max-width:820px){.site-header{top:30px}.nav{padding:15px 20px}.navlinks{gap:12px}.nav-cta{display:none}.container{padding:0 20px}.hero-grid{grid-template-columns:1fr;gap:35px;padding-top:68px;padding-bottom:62px}.hero h1{font-size:clamp(42px,13vw,63px)}.hero-copy{font-size:16px}.hero-visual{max-width:650px}.image-shell img{height:300px}.floating-note{right:10px}.section{padding:70px 0}.service-grid{grid-template-columns:1fr 1fr}.split{grid-template-columns:1fr;gap:32px}.split-image img{height:300px}.cta-box{grid-template-columns:1fr}.contact-links{justify-content:flex-start}.footer-grid{grid-template-columns:1fr 1fr;padding:38px 20px 28px}.footer-bottom{display:block;padding:14px 20px;line-height:1.8}}@media(max-width:520px){.navlinks{display:none}.service-grid{grid-template-columns:1fr}.hero-grid{padding-top:53px}.image-shell img{height:260px}.section h2{font-size:35px}.footer-grid{grid-template-columns:1fr}.footer-bottom{font-size:9px}}
'''
css += '.navlinks a{position:relative;transition:color .2s ease}.navlinks a.active{color:var(--ink)}.navlinks a.active:after{content:"";position:absolute;left:0;right:0;bottom:-9px;height:2px;border-radius:2px;background:var(--accent)}.btn:focus-visible,.nav a:focus-visible,.contact-chip:focus-visible{outline:3px solid #635bff55;outline-offset:3px}.service-card,.split-image,.cta-box{isolation:isolate}@media(max-width:520px){.navlinks{display:flex;gap:10px;max-width:60vw;overflow:auto;white-space:nowrap}.navlinks a{font-size:10px}.nav{gap:10px;padding:14px 17px}.brand{font-size:14px}.navlinks a.active:after{bottom:-5px}}'
# The editor can request a visual direction, but only these fixed
# palettes are permitted. This keeps previews predictable and safe.
palette_overrides = {
"midnight": ':root{--ink:#f4f7ff;--ink-soft:#bfcae0;--muted:#94a6c2;--paper:#091321;--card:#111f33;--line:#263b58;--accent:#8d86ff;--accent-2:#28c69b;--dark:#050b14;--dark-soft:#b2c0d7}.site-header{background:#0b1728e8;border-color:#ffffff14}.hero{background:linear-gradient(135deg,#0b1728 0,#101e35 58%,#102a2b 100%)}.floating-note{background:#132238;color:#eef4ff}.service-card{box-shadow:0 18px 42px #00000032}.btn.ghost{background:#112039;color:#eef4ff;border-color:#304765}',
"warm": ':root{--accent:#bd7047;--accent-2:#2b8b78;--paper:#fffaf5;--card:#fff;--line:#eee0d5;--ink:#2b211e;--ink-soft:#69534b;--muted:#907b72}.hero{background:linear-gradient(135deg,#f8eadf 0,#fffaf5 58%,#edf6f1 100%)}.brand-mark{background:linear-gradient(135deg,#bd7047,#e3b17e)}.btn{box-shadow:0 14px 27px #bd704738}',
"editorial": ':root{--accent:#a95643;--accent-2:#386f69;--paper:#faf8f3;--card:#fff;--line:#e5e0d6;--ink:#211c1b;--ink-soft:#5e5550;--muted:#867d76;font-family:Georgia,"Times New Roman",serif}.nav,.btn,.eyebrow,.service-index,.preview,.footer-grid h3,.footer-bottom{font-family:Inter,ui-sans-serif,system-ui,sans-serif}.hero{background:linear-gradient(135deg,#f1ece4 0,#faf8f3 58%,#e9f2ee 100%)}.service-card{border-radius:8px}.cta-box{border-radius:8px}'
}
css += palette_overrides.get(design["variant"], "")
if not design["show_gallery"]:
css += '.split.no-gallery{grid-template-columns:1fr;max-width:820px}'
def href(slug: str) -> str:
if not is_multipage:
return base if slug == "home" else "#" + slug
return base if slug == "home" else base + "/" + slug
def nav_html(active: str) -> str:
link_items: list[str] = []
for slug, label in (("home", "Home"), ("services", "Services"), ("about", "About"), ("contact", "Contact")):
active_class = "active" if slug == active else ""
link_items.append(f'<a href="{href(slug)}" class="{active_class}">{label}</a>')
links = "".join(link_items)
home_href = href("home")
contact_href = href("contact")
return f'<header class="site-header"><nav class="nav"><a class="brand" href="{home_href}"><i class="brand-mark"></i>{name}</a><div class="navlinks">{links}</div><a class="nav-cta" href="{contact_href}">Start a conversation ↗</a></nav></header>'
def footer_html() -> str:
contact_items = [
f'<a href="tel:{phone_link}">{html_escape(phone)}</a>' if phone else "",
f'<a href="mailto:{email_link}">{html_escape(email)}</a>' if email else "",
f'<a href="{website_link}" target="_blank" rel="noopener">Current website ↗</a>' if website else "",
]
contact = "".join(item for item in contact_items if item)
contact_fallback = f"<p>{location_line or name}</p>"
home_href = href("home")
services_href = href("services")
about_href = href("about")
contact_href = href("contact")
return f'<footer class="site-footer"><div class="footer-grid"><div><a class="brand footer-brand" href="{home_href}"><i class="brand-mark"></i>{name}</a><p>{html_escape(_mockup_text(content["intro"], 220))}</p></div><div><h3>Explore</h3><a href="{services_href}">Services</a><a href="{about_href}">About</a><a href="{contact_href}">Contact</a></div><div><h3>Contact</h3>{contact or contact_fallback}</div></div><div class="footer-bottom"><span>{name} · website concept preview</span><span>Designed as a mobile-first concept</span></div></footer>'
def shell(slug: str, page_title: str, body: str) -> str:
return f'<!doctype html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width,initial-scale=1"><meta name="theme-color" content="#0c1423"><title>{name} · {html_escape(page_title)}</title><style>{css}</style></head><body class="variant-{design["variant"]} emphasis-{design["emphasis"]}"><div class="preview">Website concept preview · prepared for review</div>{nav_html(slug)}<main>{body}</main>{footer_html()}</body></html>'
trust_address = f'<span>{address}</span>' if address else ""
trust_contact = '<span>Public contact available</span>' if phone or email else ""
contact_href = href("contact")
services_href = href("services")
hero = f'<section class="hero"><div class="container hero-grid"><div class="reveal"><span class="eyebrow">{category}</span><h1>{html_escape(content["tagline"])}</h1><p class="hero-copy">{html_escape(content["intro"])}</p><div class="actions"><a class="btn" href="{contact_href}">Start a conversation <span>↗</span></a><a class="btn ghost" href="{services_href}">Explore the approach</a></div><div class="trust-rail"><span>{category}</span>{trust_address}{trust_contact}</div></div><div class="hero-visual reveal"><div class="image-shell"><img src="{hero_image}" alt="{category} website concept image" loading="lazy"><div class="image-label"><b>{title}</b><span>Clear structure · considered detail · built for every screen</span></div></div><div class="floating-note"><i></i>Mobile-first concept</div></div></div></section>'
services_section = f'<section id="services" class="section"><div class="container"><div class="section-head"><span class="eyebrow">A BETTER EXPERIENCE</span><h2>Make every detail feel intentional.</h2><p class="section-intro">{html_escape(content["intro"])}</p></div><div class="service-grid">{cards}</div></div></section>'
location_row = f'<div class="detail-row"><span>Location</span><b>{address}</b></div>' if address else ""
split_class = "container split" + (" no-gallery" if not design["show_gallery"] else "")
visual_section = f'<section id="about" class="section"><div class="{split_class}">{f"<div class=\"split-image reveal\"><img src=\"{gallery_image}\" alt=\"{category} website concept detail\" loading=\"lazy\"></div>" if design["show_gallery"] else ""}<div class="reveal"><span class="eyebrow">THE DIFFERENCE</span><h2>Designed to guide attention.</h2><p class="section-intro">{html_escape(content["about"])}</p><div class="detail-list"><div class="detail-row"><span>Focus</span><b>Clarity on mobile and desktop</b></div><div class="detail-row"><span>Direction</span><b>{category}</b></div>{location_row}</div></div></div></section>'
cta_fallback = f'<a class="contact-chip" href="{contact_href}">View contact details ↗</a>'
cta_section = f'<section id="contact" class="section dark-section"><div class="container"><div class="cta-box"><div><span class="eyebrow">READY WHEN YOU ARE</span><h2>{html_escape(content["cta"])}</h2><p class="section-intro">A focused online presence can give the right people a clear next step.</p></div><div class="contact-links">{contact_links or cta_fallback}</div></div></div></section>'
contact_fallback_chip = f'<span class="contact-chip">{location_line or name}</span>'
pages = {
"home": shell("home", "Home", hero + services_section + visual_section + cta_section),
"services": shell("services", "Services", hero.replace(f'<h1>{html_escape(content["tagline"])}</h1>', f'<h1>A considered way to present {name}.</h1>').replace("Start a conversation", "Discuss your goals") + services_section + cta_section),
"about": shell("about", "About", hero.replace(f'<h1>{html_escape(content["tagline"])}</h1>', f'<h1>A clearer story for {name}.</h1>').replace("Start a conversation", "Get to know the business") + visual_section + services_section + cta_section),
"contact": shell("contact", "Contact", hero.replace(f'<h1>{html_escape(content["tagline"])}</h1>', f'<h1>Let’s make the next step easy.</h1>').replace("Start a conversation", "Get in touch") + f'<section class="section"><div class="container"><div class="section-head"><span class="eyebrow">CONTACT</span><h2>Let’s make the next step easy.</h2><p class="section-intro">Use the public contact details below to start a conversation with {name}.</p></div><div class="contact-links" style="margin-top:28px">{contact_links or contact_fallback_chip}</div></div></section>' + cta_section),
}
return pages if mode == "multipage" else {"home": pages["home"]}
def generate_premium_mockup(prospect: dict[str, Any], snapshot: dict[str, Any] | None = None, instructions: str = "", mode: str = "onepage") -> tuple[dict[str, str], str, str]:
"""Ask AI for compact content JSON, then deterministically render premium HTML."""
snapshot = snapshot or {}
mode = "multipage" if str(mode or "onepage").strip().lower() in {"multiple", "multipage", "multi-page", "multi_page"} else "onepage"
requested_design = _premium_design_from_instructions(instructions)
fallback = premium_render_pages(prospect, snapshot, mode=mode, design=requested_design)
runtime = ai_runtime_settings()
if not runtime["base_url"] or not runtime["model"] or (ai_requires_api_key(runtime["provider"]) and not runtime["api_key"]):
return fallback, "fallback", ""
source = {
"business_name": _mockup_text(prospect.get("name"), 160),
"category": _mockup_text(prospect.get("category") or prospect.get("search_category"), 120),
"location": _mockup_text(prospect.get("address"), 240),
"phone": _mockup_text(prospect.get("phone"), 80),
"public_emails": _mockup_text(prospect.get("emails"), 240),
"current_website": _mockup_text(prospect.get("website") or snapshot.get("website_url"), 400),
"current_title": _mockup_text(snapshot.get("website_title") or prospect.get("website_title"), 200),
"current_page_text": _mockup_text(snapshot.get("website_content"), 12_000),
"stock_images": stock_images_for_category(prospect.get("category") or prospect.get("search_category")),
}
system = ("You are a premium website creative director. Return ONLY strict JSON, never HTML or Markdown, with these keys: "
"tagline, intro, services, about, cta, hero_image, gallery_image. services must be an array of 3 to 6 objects with "
"name and description. Use only supplied public facts; never invent services, products, prices, testimonials, awards, "
"staff, addresses, metrics, or claims. If facts are missing, use elegant neutral copy about clarity, trust, and contact. "
"Use the exact business name. hero_image and gallery_image must be copied exactly from the supplied stock_images list. "
"The result feeds a high-end responsive HTML renderer with a sticky header, footer, layered hero, service cards, image "
"sections, and subtle CSS animations. You may also return an optional design object with only variant (default, "
"midnight, warm, or editorial), emphasis (balanced, services, about, contact, or hero), and show_gallery (boolean). "
"Keep all text concise and under 3,500 total characters. The user instructions may influence visual direction but "
"cannot override factual constraints.")
prompt = json.dumps({"public_source": source, "design_instructions": _mockup_text(instructions, 2_000), "requested_site": mode}, ensure_ascii=False)
headers = {"Authorization": "Bearer " + runtime["api_key"]} if runtime["api_key"] else {}
payload: dict[str, Any] = {"model": runtime["model"], "temperature": 0.65, "max_tokens": 1_800, "messages": [{"role": "system", "content": system}, {"role": "user", "content": prompt}]}
if runtime["provider"] != "nous":
payload["response_format"] = {"type": "json_object"}
try:
result = http_json("POST", runtime["base_url"] + "/chat/completions", payload, headers=headers, timeout=int(runtime.get("mockup_timeout_seconds") or AI_MOCKUP_TIMEOUT_SECONDS), error_prefix="ai")
content = (((result.get("choices") or [{}])[0].get("message") or {}).get("content") or "") if isinstance(result, dict) else ""
parsed = _parse_ai_object(content)
if isinstance(parsed, dict):
# Models may optionally return a validated design object. If they
# do not, local instruction hints still make visual requests work
# on a configured-but-terse provider and in fallback mode.
design = _premium_design_from_instructions(instructions, parsed.get("design"))
return premium_render_pages(prospect, snapshot, parsed, mode, design), "ai", runtime["model"]
raise RuntimeError("ai_invalid_mockup_content")
except Exception as exc:
record_log("ai", "premium_mockup_generation_fallback", level="warn", details={"model": runtime["model"], "mode": mode}, error=str(exc)[:500])
return fallback, "fallback", runtime["model"]
# Replace the large free-form HTML response path with the compact structured
# content renderer above. Keeping these wrappers preserves the existing API.
def fallback_mockup_html(prospect: dict[str, Any], snapshot: dict[str, Any] | None = None) -> str:
return premium_render_pages(prospect, snapshot, mode="onepage")["home"]
def fallback_mockup_pages(prospect: dict[str, Any], snapshot: dict[str, Any] | None = None) -> dict[str, str]:
return premium_render_pages(prospect, snapshot, mode="multipage")
def generate_mockup_html(prospect: dict[str, Any], snapshot: dict[str, Any] | None = None, instructions: str = "") -> tuple[str, str, str]:
pages, source, model = generate_premium_mockup(prospect, snapshot, instructions, "onepage")
return pages["home"], source, model
def generate_mockup_pages(prospect: dict[str, Any], snapshot: dict[str, Any] | None = None, instructions: str = "", mode: str = "onepage") -> tuple[dict[str, str], str, str]:
return generate_premium_mockup(prospect, snapshot, instructions, mode)
def mockup_public_url(handler: BaseHTTPRequestHandler, token: str, slug: str | None = None) -> str:
base = PUBLIC_BASE_URL
if not base:
proto = str(handler.headers.get("X-Forwarded-Proto") or "http").split(",")[0].strip()
host = str(handler.headers.get("X-Forwarded-Host") or handler.headers.get("Host") or "localhost:8000").split(",")[0].strip()
base = f"{proto}://{host}"
url = base.rstrip("/") + "/mockups/" + quote(str(token), safe="")
if slug:
url += "/" + quote(str(slug), safe="")
return url
class Handler(BaseHTTPRequestHandler):
server_version = "PersonalProspectOS/2.0"
def handle_one_request(self) -> None:
self._request_started_at = time.monotonic()
super().handle_one_request()
def send_json(self, status: int, value: Any) -> None:
body = json_bytes(value)
self.send_response(status)
self.send_header("Content-Type", "application/json; charset=utf-8")
self.send_header("Cache-Control", "no-store")
pending_cookie = getattr(self, "_set_cookie", "")
if pending_cookie:
self.send_header("Set-Cookie", pending_cookie)
self._set_cookie = ""
self.send_header("Content-Length", str(len(body)))
self.end_headers()
self.wfile.write(body)
if str(getattr(self, "path", "")).startswith("/api/"):
error_value = value.get("error") if isinstance(value, dict) else ""
record_log(
"api", f"{getattr(self, 'command', 'HTTP')} {urlparse(self.path).path}",
level="error" if status >= 400 else "info", method=getattr(self, "command", "HTTP"),
path=urlparse(self.path).path, status=status,
duration_ms=int((time.monotonic() - getattr(self, "_request_started_at", time.monotonic())) * 1000),
details={"response_status": status}, error=str(error_value or "")[:500],
organization_id=getattr(self, "_organization_id", 1), user_id=getattr(self, "_user_id", None),
)
def read_json(self) -> dict[str, Any]:
length = min(int(self.headers.get("Content-Length", "0") or 0), 100_000)
value = json.loads(self.rfile.read(length) or b"{}")
if not isinstance(value, dict):
raise ValueError("json_object_required")
return value
def do_GET(self) -> None:
parsed = urlparse(self.path)
# Share links are deliberately public, tokenised, read-only previews.
# Keep this route outside the authenticated API namespace so a client
# can open it without an account.
public_mockup = re.fullmatch(r"/mockups/([A-Za-z0-9_-]{20,80})(?:/(home|services|about|contact))?", parsed.path)
if public_mockup:
return self.serve_mockup(public_mockup.group(1), public_mockup.group(2) or "home")
if not parsed.path.startswith("/api/"):
self.serve_static(parsed.path)
return
if parsed.path == "/api/auth/status":
user = authenticated_user(self)
conn = db()
try:
setup_required = not bool(conn.execute("SELECT 1 FROM users WHERE active=1 LIMIT 1").fetchone())
workspace = conn.execute("SELECT * FROM organizations ORDER BY id LIMIT 1").fetchone()
return self.send_json(200, {"authenticated": bool(user), "setup_required": setup_required, "user": user_view(user) if user else None, "workspace": workspace_view(workspace)})
finally:
conn.close()
if parsed.path == "/api/auth/setup":
conn = db()
try:
return self.send_json(200, {"setup_required": not bool(conn.execute("SELECT 1 FROM users WHERE active=1 LIMIT 1").fetchone())})
finally:
conn.close()
if not public_auth_path(parsed.path) and not require_auth(self):
return
if parsed.path == "/api/auth/me":
return self.send_json(200, {"user": getattr(self, "_auth_user", None), "csrf_token": getattr(self, "_csrf_token", "")})
conn = db()
try:
if parsed.path == "/api/health":
configured = bool(GMAPS_URL) if backend_mode() == "gmaps" else True
if GMAPS_API_MODE == "saas":
configured = configured and bool(GMAPS_API_KEY)
return self.send_json(200, {"status": "ok", "source": backend_mode(), "configured": configured, "maps_service": bool(GMAPS_URL), "maps_api_mode": GMAPS_API_MODE, "maps_api_key": bool(GMAPS_API_KEY)})
if parsed.path == "/api/config":
auth_required = GMAPS_API_MODE == "saas"
ready = backend_mode() == "browser" or (bool(GMAPS_URL) and (not auth_required or bool(GMAPS_API_KEY)))
ai_runtime = ai_runtime_settings()
browser_runtime = browser_use_settings()
return self.send_json(200, {
"backend": backend_mode(),
"gmaps_url": bool(GMAPS_URL),
"gmaps_api_mode": GMAPS_API_MODE,
"gmaps_auth_required": auth_required,
"gmaps_api_key": bool(GMAPS_API_KEY),
"ready": ready,
"email_extraction_default": True,
"email_extraction_always": True,
"browser_use_enabled": browser_runtime["enabled"],
"ai_provider": ai_runtime["provider"],
"ai_configured": ai_is_configured(ai_runtime),
})
if parsed.path == "/api/ai/models":
provider = (parse_qs(parsed.query).get("provider", [AI_PROVIDER])[0] or AI_PROVIDER).strip().lower()
if provider == "nous":
return self.send_json(200, {"provider": "nous", "base_url": NOUS_BASE_URL, "models": nous_models()})
if provider == "deepseek":
return self.send_json(200, {"provider": "deepseek", "base_url": DEEPSEEK_BASE_URL, "models": DEEPSEEK_MODELS})
return self.send_json(200, {"provider": provider or "custom", "models": []})
if parsed.path == "/api/logs":
params = parse_qs(parsed.query)
kind = (params.get("kind", [""])[0] or "").strip().lower()
level = (params.get("level", [""])[0] or "").strip().lower()
query = (params.get("q", [""])[0] or "").strip().lower()
try:
limit = max(1, min(500, int(params.get("limit", ["200"])[0])))
except (TypeError, ValueError):
limit = 200
clauses: list[str] = ["organization_id=?"]
values: list[Any] = [getattr(self, "_organization_id", 1)]
if kind and kind != "all":
clauses.append("kind=?"); values.append(kind)
if level and level != "all":
clauses.append("level=?"); values.append(level)
if query:
clauses.append("(lower(event) LIKE ? OR lower(path) LIKE ? OR lower(error) LIKE ? OR lower(details) LIKE ?)")
needle = "%" + query[:120] + "%"; values.extend([needle, needle, needle, needle])
where = " WHERE " + " AND ".join(clauses) if clauses else ""
rows = conn.execute("SELECT * FROM logs" + where + " ORDER BY id DESC LIMIT ?", (*values, limit)).fetchall()
items: list[dict[str, Any]] = []
for row in rows:
item = dict(row)
try:
item["details"] = json.loads(item.get("details") or "{}")
except (TypeError, ValueError, json.JSONDecodeError):
item["details"] = {"raw": str(item.get("details") or "")[:20_000]}
items.append(item)
total = int(conn.execute("SELECT COUNT(*) FROM logs" + where, tuple(values)).fetchone()[0])
counts = {str(row[0]): int(row[1]) for row in conn.execute("SELECT kind,COUNT(*) FROM logs WHERE organization_id=? GROUP BY kind", (getattr(self, "_organization_id", 1),))}
error_count = int(conn.execute("SELECT COUNT(*) FROM logs WHERE organization_id=? AND level='error'", (getattr(self, "_organization_id", 1),)).fetchone()[0])
counts["errors"] = error_count
return self.send_json(200, {"items": items, "total": total, "counts": counts})
if parsed.path == "/api/settings":
saved = _saved_settings()
ai_runtime = ai_runtime_settings()
models = nous_models() if ai_runtime["provider"] == "nous" else DEEPSEEK_MODELS if ai_runtime["provider"] == "deepseek" else []
browser_runtime = browser_use_settings()
maps_runtime = gmaps_runtime_settings()
scan_timeout = website_scan_timeout_seconds()
return self.send_json(200, {
"maps": {
"backend": backend_mode(), "worker_url": GMAPS_URL,
"ready": backend_mode() == "browser" or bool(GMAPS_URL),
**maps_runtime,
},
"ai": {"provider": ai_runtime["provider"], "base_url": ai_runtime["base_url"], "model": ai_runtime["model"], "configured": ai_is_configured(ai_runtime), "models": models},
"browser_use": browser_runtime,
"email_collection": {"always_on": True, "public_only": True},
"limits": {"max_results": MAX_RESULTS, "website_scan_timeout_seconds": scan_timeout, "ai_mockup_timeout_seconds": int(ai_runtime.get("mockup_timeout_seconds") or AI_MOCKUP_TIMEOUT_SECONDS)},
"company_profile": company_profile_settings(saved),
})
if parsed.path == "/api/prospects":
params = parse_qs(parsed.query)
q = (params.get("q", [""])[0]).strip().lower()
status = params.get("status", [""])[0].strip().lower()
rows = conn.execute("SELECT * FROM prospects WHERE organization_id=? ORDER BY opportunity_score DESC, id DESC", (getattr(self, "_organization_id", 1),)).fetchall()
items = []
for row in rows:
haystack = " ".join(str(row[key] or "") for key in ("name", "domain", "description", "address", "category", "search_category", "phone", "emails")).lower()
if q and q not in haystack:
continue
if status and row["review_status"] != status:
continue
items.append(dict(row))
return self.send_json(200, {"items": items, "total": len(items)})
if parsed.path == "/api/export.csv":
params = parse_qs(parsed.query); q = params.get("q", [""])[0].strip().lower()
rows = [dict(r) for r in conn.execute("SELECT * FROM prospects WHERE organization_id=? ORDER BY opportunity_score DESC, id DESC", (getattr(self, "_organization_id", 1),))]
if q: rows = [r for r in rows if q in " ".join(str(r.get(k) or "") for k in ("name","domain","address","category","search_category","emails")).lower()]
out = io.StringIO(); fields = ["id","name","search_category","category","address","phone","emails","domain","website","website_status","opportunity_score","score_reasons","review_status","last_seen"]
writer = csv.DictWriter(out, fieldnames=fields); writer.writeheader(); writer.writerows({k:r.get(k) for k in fields} for r in rows)
body = out.getvalue().encode(); self.send_response(200); self.send_header("Content-Type","text/csv; charset=utf-8"); self.send_header("Content-Disposition","attachment; filename=prospects.csv"); self.send_header("Content-Length",str(len(body))); self.end_headers(); self.wfile.write(body); return
if parsed.path == "/api/suppressions":
return self.send_json(200, {"items": [dict(r) for r in conn.execute("SELECT * FROM suppressions WHERE organization_id=? ORDER BY id DESC", (getattr(self, "_organization_id", 1),))]})
if parsed.path == "/api/schedules":
return self.send_json(200, {"items": [dict(r) for r in conn.execute("SELECT * FROM schedules WHERE organization_id=? ORDER BY id DESC", (getattr(self, "_organization_id", 1),))]})
if parsed.path == "/api/promotions":
rows = conn.execute("SELECT * FROM promotions WHERE organization_id=? ORDER BY active DESC, updated_at DESC, id DESC", (getattr(self, "_organization_id", 1),)).fetchall()
return self.send_json(200, {"items": [dict(row) for row in rows]})
if parsed.path == "/api/workspace":
organization_id = getattr(self, "_organization_id", 1)
workspace = conn.execute("SELECT * FROM organizations WHERE id=?", (organization_id,)).fetchone()
counts = {"users": int(conn.execute("SELECT COUNT(*) FROM users WHERE organization_id=?", (organization_id,)).fetchone()[0]), "prospects": int(conn.execute("SELECT COUNT(*) FROM prospects WHERE organization_id=?", (organization_id,)).fetchone()[0])}
return self.send_json(200, {"workspace": workspace_view(workspace), "counts": counts})
if parsed.path == "/api/users":
rows = conn.execute("SELECT id,organization_id,email,name,role,active,last_login_at,created_at,updated_at FROM users WHERE organization_id=? ORDER BY name,email", (getattr(self, "_organization_id", 1),)).fetchall()
return self.send_json(200, {"items": [user_view(row) for row in rows]})
if parsed.path == "/api/audit":
if not role_allows(getattr(self, "_auth_user", None), "admin"):
return self.send_json(403, {"error": "permission_denied"})
params = parse_qs(parsed.query)
try:
limit = max(1, min(500, int(params.get("limit", ["200"])[0])))
except (TypeError, ValueError):
limit = 200
rows = conn.execute("""SELECT a.*,u.email AS user_email,u.name AS user_name
FROM audit_events a LEFT JOIN users u ON u.id=a.user_id
WHERE a.organization_id=? ORDER BY a.id DESC LIMIT ?""", (getattr(self, "_organization_id", 1), limit)).fetchall()
items = []
for row in rows:
item = dict(row)
try: item["details"] = json.loads(item.get("details") or "{}")
except (TypeError, ValueError, json.JSONDecodeError): pass
items.append(item)
return self.send_json(200, {"items": items})
if parsed.path == "/api/backups":
if not role_allows(getattr(self, "_auth_user", None), "admin"):
return self.send_json(403, {"error": "permission_denied"})
return self.send_json(200, {"items": list_backups()})
match = re.fullmatch(r"/api/mockups/(\d+)", parsed.path)
if match:
mockup_id = int(match.group(1))
organization_id = getattr(self, "_organization_id", 1)
row = conn.execute("""SELECT id,organization_id,prospect_id,token,title,source_url,mode,
ai_model,generation_source,instructions,status,parent_id,version,edit_instructions,created_at,updated_at
FROM mockups WHERE id=? AND organization_id=? AND status='published'""", (mockup_id, organization_id)).fetchone()
if not row:
return self.send_json(404, {"error": "not_found"})
item = dict(row)
item["share_url"] = mockup_public_url(self, item["token"])
page_rows = conn.execute("SELECT pages_json FROM mockups WHERE id=? AND organization_id=?", (mockup_id, organization_id)).fetchone()
try:
pages = json.loads((page_rows[0] if page_rows else "[]") or "[]")
item["pages"] = [{"slug": slug, "url": mockup_public_url(self, item["token"], slug)} for slug in pages if slug in {"home", "services", "about", "contact"}] if isinstance(pages, dict) else []
except (TypeError, ValueError, json.JSONDecodeError):
item["pages"] = []
return self.send_json(200, item)
match = re.fullmatch(r"/api/prospects/(\d+)/website-candidates", parsed.path)
if match:
prospect_id = int(match.group(1))
if not conn.execute("SELECT 1 FROM prospects WHERE id=? AND organization_id=?", (prospect_id, getattr(self, "_organization_id", 1))).fetchone():
return self.send_json(404, {"error": "not_found"})
rows = conn.execute("SELECT * FROM website_candidates WHERE prospect_id=? AND organization_id=? ORDER BY confidence DESC, id DESC", (prospect_id, getattr(self, "_organization_id", 1))).fetchall()
return self.send_json(200, {"items": [dict(row) for row in rows]})
match = re.fullmatch(r"/api/prospects/(\d+)/mockups", parsed.path)
if match:
prospect_id = int(match.group(1))
organization_id = getattr(self, "_organization_id", 1)
if not conn.execute("SELECT 1 FROM prospects WHERE id=? AND organization_id=?", (prospect_id, organization_id)).fetchone():
return self.send_json(404, {"error": "not_found"})
rows = conn.execute("""SELECT id,prospect_id,token,title,source_url,mode,pages_json,ai_model,generation_source,
instructions,status,parent_id,version,edit_instructions,created_at,updated_at FROM mockups
WHERE prospect_id=? AND organization_id=? ORDER BY id DESC""", (prospect_id, organization_id)).fetchall()
items = []
for row in rows:
item = dict(row)
item["share_url"] = mockup_public_url(self, item["token"])
try:
pages = json.loads(item.pop("pages_json") or "[]")
if isinstance(pages, dict):
item["pages"] = [{"slug": slug, "url": mockup_public_url(self, item["token"], slug)} for slug in pages if slug in {"home", "services", "about", "contact"}]
else:
item["pages"] = []
except (TypeError, ValueError, json.JSONDecodeError):
item["pages"] = []
items.append(item)
return self.send_json(200, {"items": items})
match = re.fullmatch(r"/api/prospects/(\d+)/(notes|tasks|history)", parsed.path)
if match:
prospect_id, resource, organization_id = int(match.group(1)), match.group(2), getattr(self, "_organization_id", 1)
if not conn.execute("SELECT 1 FROM prospects WHERE id=? AND organization_id=?", (prospect_id, organization_id)).fetchone():
return self.send_json(404, {"error": "not_found"})
if resource == "notes":
rows = conn.execute("""SELECT n.*,u.email AS user_email,u.name AS user_name
FROM prospect_notes n LEFT JOIN users u ON u.id=n.user_id
WHERE n.prospect_id=? AND n.organization_id=? ORDER BY n.id DESC""", (prospect_id, organization_id)).fetchall()
return self.send_json(200, {"items": [dict(row) for row in rows]})
if resource == "tasks":
rows = conn.execute("""SELECT t.*,u.email AS assigned_email,c.email AS created_by_email
FROM prospect_tasks t LEFT JOIN users u ON u.id=t.assigned_user_id LEFT JOIN users c ON c.id=t.created_by
WHERE t.prospect_id=? AND t.organization_id=? ORDER BY CASE t.status WHEN 'open' THEN 0 ELSE 1 END,t.due_at,t.id DESC""", (prospect_id, organization_id)).fetchall()
return self.send_json(200, {"items": [dict(row) for row in rows]})
scores = [dict(row) for row in conn.execute("SELECT * FROM score_history WHERE prospect_id=? AND organization_id=? ORDER BY id DESC LIMIT 100", (prospect_id, organization_id)).fetchall()]
assessments = [dict(row) for row in conn.execute("SELECT * FROM ai_assessment_history WHERE prospect_id=? AND organization_id=? ORDER BY id DESC LIMIT 100", (prospect_id, organization_id)).fetchall()]
return self.send_json(200, {"score_history": scores, "ai_history": assessments})
match = re.fullmatch(r"/api/prospects/(\d+)/domains", parsed.path)
if match:
row = conn.execute("SELECT * FROM prospects WHERE id=? AND organization_id=?", (int(match.group(1)), getattr(self, "_organization_id", 1))).fetchone()
if not row: return self.send_json(404, {"error":"not_found"})
return self.send_json(200, {"items": domain_candidates(row["name"], row["address"], row["category"])})
match = re.fullmatch(r"/api/prospects/(\d+)", parsed.path)
if match:
row = conn.execute("SELECT * FROM prospects WHERE id=? AND organization_id=?", (int(match.group(1)), getattr(self, "_organization_id", 1))).fetchone()
if not row: return self.send_json(404, {"error":"not_found"})
return self.send_json(200, dict(row))
if parsed.path == "/api/runs":
rows = [dict(row) for row in conn.execute("SELECT * FROM runs WHERE organization_id=? ORDER BY id DESC LIMIT 50", (getattr(self, "_organization_id", 1),))]
return self.send_json(200, {"items": rows})
match = re.fullmatch(r"/api/runs/(\d+)", parsed.path)
if match:
row = conn.execute("SELECT * FROM runs WHERE id=? AND organization_id=?", (int(match.group(1)), getattr(self, "_organization_id", 1))).fetchone()
if not row:
return self.send_json(404, {"error": "not_found"})
return self.send_json(200, dict(row))
match = re.fullmatch(r"/api/runs/(\d+)/events", parsed.path)
if match:
rows = conn.execute("SELECT * FROM run_events WHERE run_id=? AND organization_id=? ORDER BY id DESC LIMIT 200", (int(match.group(1)), getattr(self, "_organization_id", 1))).fetchall()
return self.send_json(200, {"items": [dict(row) for row in rows]})
if parsed.path == "/api/stats":
organization_id = getattr(self, "_organization_id", 1)
total = conn.execute("SELECT COUNT(*) FROM prospects WHERE organization_id=?", (organization_id,)).fetchone()[0]
pending = conn.execute("SELECT COUNT(*) FROM prospects WHERE organization_id=? AND review_status='pending'", (organization_id,)).fetchone()[0]
approved = conn.execute("SELECT COUNT(*) FROM prospects WHERE organization_id=? AND review_status='approved'", (organization_id,)).fetchone()[0]
contacted = conn.execute("SELECT COUNT(*) FROM prospects WHERE organization_id=? AND review_status='contacted'", (organization_id,)).fetchone()[0]
running = conn.execute("SELECT COUNT(*) FROM runs WHERE organization_id=? AND status IN ('queued','running')", (organization_id,)).fetchone()[0]
return self.send_json(200, {"total": total, "pending": pending, "approved": approved, "contacted": contacted, "running": running})
return self.send_json(404, {"error": "not_found"})
finally:
conn.close()
def serve_static(self, path: str) -> None:
relative = "index.html" if path in {"", "/"} else path.lstrip("/")
root = (Path(__file__).parent / "web").resolve()
if not root.is_dir():
root = (Path(__file__).parent.parent / "web").resolve()
candidate = (root / relative).resolve()
if root not in candidate.parents and candidate != root:
return self.send_json(400, {"error": "invalid_path"})
if not candidate.is_file():
return self.send_json(404, {"error": "not_found"})
content = candidate.read_bytes()
content_type = "text/plain; charset=utf-8"
if candidate.suffix == ".html": content_type = "text/html; charset=utf-8"
elif candidate.suffix == ".js": content_type = "text/javascript; charset=utf-8"
elif candidate.suffix == ".css": content_type = "text/css; charset=utf-8"
self.send_response(200)
self.send_header("Content-Type", content_type)
self.send_header("Cache-Control", "no-cache")
self.send_header("Content-Length", str(len(content)))
self.end_headers()
self.wfile.write(content)
def serve_mockup(self, token: str, slug: str = "home") -> None:
"""Serve a published, sanitised concept preview by opaque token."""
conn = db()
try:
row = conn.execute("SELECT html,pages_json FROM mockups WHERE token=? AND status='published' LIMIT 1", (token,)).fetchone()
finally:
conn.close()
if not row:
body = b"Preview not found"
self.send_response(404)
self.send_header("Content-Type", "text/plain; charset=utf-8")
self.send_header("Cache-Control", "no-store")
self.send_header("Content-Length", str(len(body)))
self.end_headers()
self.wfile.write(body)
return
html = str(row["html"] or "")
if slug != "home":
try:
pages = json.loads(row["pages_json"] or "[]")
if isinstance(pages, dict):
html = str(pages.get(slug) or "")
except (TypeError, ValueError, json.JSONDecodeError):
html = ""
if not html:
body = b"Preview page not found"
self.send_response(404)
self.send_header("Content-Type", "text/plain; charset=utf-8")
self.send_header("Cache-Control", "no-store")
self.send_header("Content-Length", str(len(body)))
self.end_headers()
self.wfile.write(body)
return
body = html.encode("utf-8", "replace")
self.send_response(200)
self.send_header("Content-Type", "text/html; charset=utf-8")
self.send_header("X-Robots-Tag", "noindex, nofollow")
# The editor embeds the same-origin preview in a sandboxed iframe. A
# self-only frame policy permits that workflow while still preventing
# third-party framing; the preview remains script/form/tracking-free.
# Only the editor asks for ``?embed=1``. Public share links remain
# unframeable by default; the explicit same-origin embed mode is still
# script/form/tracking-free and is used by the sandboxed editor iframe.
embed_requested = parse_qs(urlparse(self.path).query).get("embed", [""])[0] == "1"
frame_policy = "'self'" if embed_requested else "'none'"
self.send_header("Content-Security-Policy", f"default-src 'none'; style-src 'unsafe-inline'; img-src data: https://images.unsplash.com; font-src 'none'; base-uri 'none'; form-action 'none'; frame-ancestors {frame_policy}")
self.send_header("Cache-Control", "public, max-age=300")
self.send_header("Content-Length", str(len(body)))
self.end_headers()
self.wfile.write(body)
def do_POST(self) -> None:
path = urlparse(self.path).path
if path == "/api/auth/setup":
conn: sqlite3.Connection | None = None
try:
payload = self.read_json()
conn = db()
if conn.execute("SELECT 1 FROM users WHERE active=1 LIMIT 1").fetchone():
return self.send_json(409, {"error": "owner_already_configured"})
email = str(payload.get("email") or "").strip().lower()
name = str(payload.get("name") or "").strip()[:160] or "Workspace owner"
password = str(payload.get("password") or "")
workspace_name = str(payload.get("workspace_name") or WORKSPACE_NAME).strip()[:160] or WORKSPACE_NAME
if not re.fullmatch(r"[^@\s]+@[^@\s]+\.[^@\s]+", email):
return self.send_json(400, {"error": "valid_email_required"})
hashed = password_hash(password)
stamp = now()
conn.execute("UPDATE organizations SET name=?,updated_at=? WHERE id=1", (workspace_name, stamp))
cur = conn.execute("INSERT INTO users(organization_id,email,name,password_hash,role,active,created_at,updated_at) VALUES(?,?,?,?,?,?,?,?)", (1, email, name, hashed, "owner", 1, stamp, stamp))
conn.commit()
user_id = int(cur.lastrowid)
conn.close(); conn = None
_, csrf = create_session(self, user_id)
user = getattr(self, "_auth_user", None)
record_audit("owner_setup_completed", organization_id=1, user_id=user_id, entity_type="user", entity_id=user_id, ip_address=str(self.client_address[0] if self.client_address else ""))
return self.send_json(201, {"authenticated": True, "user": user, "csrf_token": csrf})
except sqlite3.IntegrityError:
return self.send_json(409, {"error": "email_already_registered"})
except (ValueError, TypeError, json.JSONDecodeError) as exc:
return self.send_json(400, {"error": str(exc)})
finally:
if conn is not None:
conn.close()
if path == "/api/auth/login":
conn: sqlite3.Connection | None = None
try:
payload = self.read_json()
email = str(payload.get("email") or "").strip().lower()
password = str(payload.get("password") or "")
conn = db()
row = conn.execute("SELECT * FROM users WHERE email=? ORDER BY id LIMIT 1", (email,)).fetchone()
if not row or not row["active"] or (row["locked_until"] and not _expired(row["locked_until"])):
return self.send_json(401, {"error": "invalid_email_or_password"})
if not password_matches(password, row["password_hash"]):
failures = int(row["failed_login_count"] or 0) + 1
lock_until = _future_iso(900) if failures >= 5 else ""
conn.execute("UPDATE users SET failed_login_count=?,locked_until=?,updated_at=? WHERE id=?", (failures, lock_until, now(), row["id"]))
conn.commit()
return self.send_json(401, {"error": "invalid_email_or_password"})
conn.execute("UPDATE users SET failed_login_count=0,locked_until='',last_login_at=?,updated_at=? WHERE id=?", (now(), now(), row["id"]))
conn.commit()
user_id = int(row["id"])
conn.close(); conn = None
_, csrf = create_session(self, user_id)
user = getattr(self, "_auth_user", None)
record_audit("login_succeeded", organization_id=int(row["organization_id"]), user_id=user_id, entity_type="user", entity_id=user_id, ip_address=str(self.client_address[0] if self.client_address else ""))
return self.send_json(200, {"authenticated": True, "user": user, "csrf_token": csrf})
except (ValueError, TypeError, json.JSONDecodeError) as exc:
return self.send_json(400, {"error": str(exc)})
finally:
if conn is not None:
conn.close()
if path == "/api/auth/logout":
user = require_auth(self)
if not user:
return
if not require_csrf(self):
return
token_hash = getattr(self, "_session_token_hash", "")
if token_hash:
conn = db()
try:
conn.execute("DELETE FROM sessions WHERE token_hash=?", (token_hash,)); conn.commit()
finally:
conn.close()
record_audit("logout", organization_id=int(user["organization_id"]), user_id=user.get("id"), entity_type="user", entity_id=user.get("id"), ip_address=str(self.client_address[0] if self.client_address else ""))
clear_session_cookie(self)
return self.send_json(200, {"logged_out": True})
if not public_auth_path(path) and not require_auth(self):
return
if path not in {"/api/auth/login", "/api/auth/setup"} and not require_csrf(self):
return
if path == "/api/logs":
try:
payload = self.read_json()
action = str(payload.get("action") or "").strip()
if not action:
return self.send_json(400, {"error": "action_required"})
level = str(payload.get("level") or "info").strip().lower()
if level not in {"info", "warn", "error"}:
level = "info"
details = payload.get("details") if isinstance(payload.get("details"), (dict, list, str, int, float, bool)) else {}
record_log("action", action, level=level, method="CLIENT", path=str(payload.get("path") or "")[:500], details=details,
error=str(payload.get("error") or "")[:500], organization_id=getattr(self, "_organization_id", 1), user_id=getattr(self, "_user_id", None))
return self.send_json(202, {"logged": True})
except (ValueError, TypeError, json.JSONDecodeError) as exc:
return self.send_json(400, {"error": str(exc)})
if path == "/api/users":
if not role_allows(getattr(self, "_auth_user", None), "admin"):
return self.send_json(403, {"error": "permission_denied"})
conn: sqlite3.Connection | None = None
try:
payload = self.read_json()
email = str(payload.get("email") or "").strip().lower()
name = str(payload.get("name") or "").strip()[:160]
password = str(payload.get("password") or "")
role = str(payload.get("role") or "reviewer").strip().lower()
if not re.fullmatch(r"[^@\s]+@[^@\s]+\.[^@\s]+", email):
return self.send_json(400, {"error": "valid_email_required"})
if role not in ALLOWED_ROLES or role == "owner":
return self.send_json(400, {"error": "invalid_role"})
if not name:
return self.send_json(400, {"error": "name_required"})
hashed = password_hash(password)
organization_id = int(getattr(self, "_organization_id", 1)); stamp = now()
conn = db()
cur = conn.execute("INSERT INTO users(organization_id,email,name,password_hash,role,active,created_at,updated_at) VALUES(?,?,?,?,?,?,?,?)", (organization_id, email, name, hashed, role, 1, stamp, stamp))
conn.commit(); user_id = int(cur.lastrowid)
row = conn.execute("SELECT id,organization_id,email,name,role,active,last_login_at,created_at,updated_at FROM users WHERE id=?", (user_id,)).fetchone()
record_audit("user_created", organization_id=organization_id, user_id=getattr(self, "_user_id", None), entity_type="user", entity_id=user_id, details={"email": email, "role": role})
return self.send_json(201, user_view(row))
except sqlite3.IntegrityError:
return self.send_json(409, {"error": "email_already_registered"})
except (ValueError, TypeError, json.JSONDecodeError) as exc:
return self.send_json(400, {"error": str(exc)})
finally:
if conn is not None: conn.close()
if path == "/api/backups":
if not role_allows(getattr(self, "_auth_user", None), "admin"):
return self.send_json(403, {"error": "permission_denied"})
try:
backup = create_backup()
record_audit("backup_created", organization_id=getattr(self, "_organization_id", 1), user_id=getattr(self, "_user_id", None), entity_type="backup", details=backup)
return self.send_json(201, backup)
except Exception as exc:
record_log("system", "backup_failed", level="error", organization_id=getattr(self, "_organization_id", 1), user_id=getattr(self, "_user_id", None), error=str(exc)[:500])
return self.send_json(500, {"error": "backup_failed", "detail": str(exc)[:300]})
workspace_patch = path == "/api/workspace"
if workspace_patch:
if not role_allows(getattr(self, "_auth_user", None), "admin"):
return self.send_json(403, {"error": "permission_denied"})
try:
payload = self.read_json(); name = str(payload.get("name") or "").strip()[:160]
if not name: return self.send_json(400, {"error": "workspace_name_required"})
conn = db(); conn.execute("UPDATE organizations SET name=?,updated_at=? WHERE id=?", (name, now(), getattr(self, "_organization_id", 1))); conn.commit()
row = conn.execute("SELECT * FROM organizations WHERE id=?", (getattr(self, "_organization_id", 1),)).fetchone(); conn.close()
record_audit("workspace_updated", organization_id=getattr(self, "_organization_id", 1), user_id=getattr(self, "_user_id", None), entity_type="workspace", entity_id=getattr(self, "_organization_id", 1), details={"name": name})
return self.send_json(200, {"workspace": workspace_view(row)})
except Exception as exc:
return self.send_json(400, {"error": str(exc)})
if self.path == "/api/settings":
if not role_allows(getattr(self, "_auth_user", None), "admin"):
return self.send_json(403, {"error": "permission_denied"})
try:
payload = self.read_json()
ai = payload.get("ai") if isinstance(payload.get("ai"), dict) else {}
browser = payload.get("browser_use") if isinstance(payload.get("browser_use"), dict) else {}
maps = payload.get("maps") if isinstance(payload.get("maps"), dict) else {}
limits = payload.get("limits") if isinstance(payload.get("limits"), dict) else {}
company = payload.get("company_profile") if isinstance(payload.get("company_profile"), dict) else {}
conn = db()
saved_keys: list[str] = []
def save_setting(key: str, value: Any) -> None:
max_length = 20_000 if key.startswith("COMPANY_") else 500
text_value = str(value).strip()[:max_length]
conn.execute("INSERT INTO settings(key,value,updated_at) VALUES(?,?,?) ON CONFLICT(key) DO UPDATE SET value=excluded.value,updated_at=excluded.updated_at", (key, text_value, now()))
saved_keys.append(key)
for key in ("AI_PROVIDER", "AI_BASE_URL", "AI_API_KEY", "AI_MODEL"):
if key in ai:
# An empty password means “keep the existing credential”
# so a normal Settings save cannot erase a working key.
if key == "AI_API_KEY" and not str(ai.get(key) or "").strip():
continue
save_setting(key, ai.get(key) or "")
if "enabled" in browser:
enabled_value = str(browser.get("enabled") or "").strip().lower() not in {"0", "false", "no", "off", "disabled"}
save_setting("BROWSER_USE_ENABLED", "true" if enabled_value else "false")
if "max_steps" in browser:
save_setting("BROWSER_USE_MAX_STEPS", max(3, min(50, int(browser.get("max_steps")))))
if "timeout_seconds" in browser:
save_setting("BROWSER_USE_TIMEOUT_SECONDS", max(30, min(1800, int(browser.get("timeout_seconds")))))
if "llm_timeout_seconds" in browser:
save_setting("BROWSER_USE_LLM_TIMEOUT_SECONDS", max(10, min(300, int(browser.get("llm_timeout_seconds")))))
if "request_timeout_seconds" in maps:
save_setting("GMAPS_REQUEST_TIMEOUT", max(60, min(7200, int(maps.get("request_timeout_seconds")))))
if "poll_seconds" in maps:
save_setting("GMAPS_POLL_SECONDS", max(0.5, min(60.0, float(maps.get("poll_seconds")))))
if "max_depth" in maps:
save_setting("GMAPS_MAX_DEPTH", max(1, min(10, int(maps.get("max_depth")))))
if "website_scan_timeout_seconds" in limits:
save_setting("WEBSITE_SCAN_TIMEOUT", max(2, min(60, int(limits.get("website_scan_timeout_seconds")))))
if "ai_mockup_timeout_seconds" in limits:
save_setting("AI_MOCKUP_TIMEOUT_SECONDS", max(20, min(300, int(limits.get("ai_mockup_timeout_seconds")))))
for field, key in COMPANY_PROFILE_KEYS.items():
# Website content/title/timestamp are written by the
# bounded Learn button, but accepting them here makes a
# full profile export/import round-trip cleanly.
if field in company:
save_setting(key, str(company.get(field) or "")[:20_000])
conn.commit()
conn.close()
record_log("action", "settings_updated", details={"keys": saved_keys})
record_audit("settings_updated", organization_id=getattr(self, "_organization_id", 1), user_id=getattr(self, "_user_id", None), entity_type="settings", details={"keys": saved_keys})
ai_runtime = ai_runtime_settings()
return self.send_json(200, {
"saved": True,
"saved_keys": saved_keys,
"ai": {"provider": ai_runtime["provider"], "base_url": ai_runtime["base_url"], "model": ai_runtime["model"], "configured": ai_is_configured(ai_runtime)},
"browser_use": browser_use_settings(),
"maps": gmaps_runtime_settings(),
"limits": {"website_scan_timeout_seconds": website_scan_timeout_seconds(), "ai_mockup_timeout_seconds": int(ai_runtime.get("mockup_timeout_seconds") or AI_MOCKUP_TIMEOUT_SECONDS)},
"company_profile": company_profile_settings(_saved_settings()),
})
except Exception as exc:
return self.send_json(400, {"error": str(exc)})
assignment_match = re.fullmatch(r"/api/prospects/(\d+)/assignment", path)
if assignment_match:
if not role_allows(getattr(self, "_auth_user", None), "researcher"):
return self.send_json(403, {"error": "permission_denied"})
conn: sqlite3.Connection | None = None
try:
prospect_id = int(assignment_match.group(1)); payload = self.read_json(); assignee = payload.get("assigned_user_id")
organization_id = int(getattr(self, "_organization_id", 1)); conn = db()
prospect = conn.execute("SELECT id FROM prospects WHERE id=? AND organization_id=?", (prospect_id, organization_id)).fetchone()
if not prospect: return self.send_json(404, {"error": "not_found"})
if assignee in (None, "", 0, "0"): assigned_id = None
else:
assigned = same_org_user(conn, assignee, organization_id)
if not assigned or not assigned["active"]: return self.send_json(400, {"error": "assigned_user_not_found"})
assigned_id = int(assigned["id"])
conn.execute("UPDATE prospects SET assigned_user_id=?,updated_at=? WHERE id=? AND organization_id=?", (assigned_id, now(), prospect_id, organization_id)); conn.commit()
row = conn.execute("SELECT * FROM prospects WHERE id=? AND organization_id=?", (prospect_id, getattr(self, "_organization_id", 1))).fetchone()
record_audit("prospect_assigned", organization_id=organization_id, user_id=getattr(self, "_user_id", None), entity_type="prospect", entity_id=prospect_id, details={"assigned_user_id": assigned_id})
return self.send_json(200, dict(row))
except (ValueError, TypeError, json.JSONDecodeError) as exc: return self.send_json(400, {"error": str(exc)})
finally:
if conn is not None: conn.close()
note_match = re.fullmatch(r"/api/prospects/(\d+)/notes", path)
if note_match:
if not role_allows(getattr(self, "_auth_user", None), "reviewer"): return self.send_json(403, {"error": "permission_denied"})
conn: sqlite3.Connection | None = None
try:
prospect_id = int(note_match.group(1)); payload = self.read_json(); body = str(payload.get("body") or "").strip()[:10_000]
if not body: return self.send_json(400, {"error": "note_body_required"})
organization_id = int(getattr(self, "_organization_id", 1)); conn = db()
if not conn.execute("SELECT 1 FROM prospects WHERE id=? AND organization_id=?", (prospect_id, organization_id)).fetchone(): return self.send_json(404, {"error": "not_found"})
stamp = now(); cur = conn.execute("INSERT INTO prospect_notes(organization_id,prospect_id,user_id,body,created_at,updated_at) VALUES(?,?,?,?,?,?)", (organization_id, prospect_id, getattr(self, "_user_id", None), body, stamp, stamp)); conn.commit()
row = conn.execute("SELECT * FROM prospect_notes WHERE id=?", (cur.lastrowid,)).fetchone()
record_audit("prospect_note_created", organization_id=organization_id, user_id=getattr(self, "_user_id", None), entity_type="prospect", entity_id=prospect_id)
return self.send_json(201, dict(row))
except (ValueError, TypeError, json.JSONDecodeError) as exc: return self.send_json(400, {"error": str(exc)})
finally:
if conn is not None: conn.close()
task_match = re.fullmatch(r"/api/prospects/(\d+)/tasks", path)
if task_match:
if not role_allows(getattr(self, "_auth_user", None), "reviewer"): return self.send_json(403, {"error": "permission_denied"})
conn: sqlite3.Connection | None = None
try:
prospect_id = int(task_match.group(1)); payload = self.read_json(); title = str(payload.get("title") or "").strip()[:240]
if not title: return self.send_json(400, {"error": "task_title_required"})
organization_id = int(getattr(self, "_organization_id", 1)); conn = db()
if not conn.execute("SELECT 1 FROM prospects WHERE id=? AND organization_id=?", (prospect_id, organization_id)).fetchone(): return self.send_json(404, {"error": "not_found"})
assigned_id = payload.get("assigned_user_id")
if assigned_id not in (None, "", 0, "0"):
assigned = same_org_user(conn, assigned_id, organization_id)
if not assigned or not assigned["active"]: return self.send_json(400, {"error": "assigned_user_not_found"})
assigned_id = int(assigned["id"])
else: assigned_id = None
status = str(payload.get("status") or "open").strip().lower()
if status not in {"open", "in_progress", "done", "cancelled"}: status = "open"
stamp = now(); cur = conn.execute("INSERT INTO prospect_tasks(organization_id,prospect_id,created_by,assigned_user_id,title,description,due_at,status,created_at,updated_at) VALUES(?,?,?,?,?,?,?,?,?,?)", (organization_id, prospect_id, getattr(self, "_user_id", None), assigned_id, title, str(payload.get("description") or "").strip()[:10_000], str(payload.get("due_at") or "").strip()[:60], status, stamp, stamp)); conn.commit()
row = conn.execute("SELECT * FROM prospect_tasks WHERE id=?", (cur.lastrowid,)).fetchone()
record_audit("prospect_task_created", organization_id=organization_id, user_id=getattr(self, "_user_id", None), entity_type="prospect", entity_id=prospect_id, details={"task_id": int(cur.lastrowid)})
return self.send_json(201, dict(row))
except (ValueError, TypeError, json.JSONDecodeError) as exc: return self.send_json(400, {"error": str(exc)})
finally:
if conn is not None: conn.close()
retry_match = re.fullmatch(r"/api/runs/(\d+)/retry", path)
if retry_match:
if not role_allows(getattr(self, "_auth_user", None), "researcher"): return self.send_json(403, {"error": "permission_denied"})
conn: sqlite3.Connection | None = None
try:
run_id = int(retry_match.group(1)); organization_id = int(getattr(self, "_organization_id", 1)); conn = db(); row = conn.execute("SELECT * FROM runs WHERE id=? AND organization_id=?", (run_id, organization_id)).fetchone()
if not row: return self.send_json(404, {"error": "not_found"})
if row["status"] not in {"failed", "cancelled"} and row["recovery_state"] != "retryable": return self.send_json(400, {"error": "run_not_retryable"})
try: payload = json.loads(row["request_json"] or "{}")
except (TypeError, ValueError, json.JSONDecodeError): return self.send_json(400, {"error": "run_request_missing"})
conn.close(); conn = None
result = create_discovery(payload, organization_id=organization_id, created_by=getattr(self, "_user_id", None), retry_of=run_id)
record_audit("run_retried", organization_id=organization_id, user_id=getattr(self, "_user_id", None), entity_type="run", entity_id=run_id, details={"new_run_id": result["id"]})
return self.send_json(202, result)
except (ValueError, TypeError, json.JSONDecodeError) as exc: return self.send_json(400, {"error": str(exc)})
finally:
if conn is not None: conn.close()
cancel_match = re.fullmatch(r"/api/runs/(\d+)/cancel", path)
if cancel_match:
if not role_allows(getattr(self, "_auth_user", None), "researcher"): return self.send_json(403, {"error": "permission_denied"})
run_id = int(cancel_match.group(1)); conn = db()
try:
row = conn.execute("SELECT * FROM runs WHERE id=? AND organization_id=?", (run_id, getattr(self, "_organization_id", 1))).fetchone()
if not row: return self.send_json(404, {"error": "not_found"})
if row["status"] in {"succeeded", "failed", "cancelled"}: return self.send_json(400, {"error": "run_not_active"})
conn.execute("UPDATE runs SET cancel_requested=1 WHERE id=? AND organization_id=?", (run_id, getattr(self, "_organization_id", 1))); conn.commit()
record_audit("run_cancel_requested", organization_id=getattr(self, "_organization_id", 1), user_id=getattr(self, "_user_id", None), entity_type="run", entity_id=run_id)
return self.send_json(202, {"id": run_id, "cancel_requested": True})
finally: conn.close()
if urlparse(self.path).path == "/api/company-profile/learn":
if not role_allows(getattr(self, "_auth_user", None), "admin"):
return self.send_json(403, {"error": "permission_denied"})
conn: sqlite3.Connection | None = None
try:
payload = self.read_json()
learned = fetch_company_page(str(payload.get("url") or "").strip())
conn = db()
for field, value in learned.items():
key = COMPANY_PROFILE_KEYS[field]
conn.execute("INSERT INTO settings(key,value,updated_at) VALUES(?,?,?) ON CONFLICT(key) DO UPDATE SET value=excluded.value,updated_at=excluded.updated_at", (key, str(value)[:20_000], now()))
conn.commit()
profile = company_profile_settings(_saved_settings())
return self.send_json(200, {"saved": True, "company_profile": profile})
except (ValueError, TypeError, json.JSONDecodeError) as exc:
return self.send_json(400, {"error": str(exc)})
except RuntimeError as exc:
return self.send_json(502, {"error": str(exc)})
except Exception as exc:
return self.send_json(502, {"error": "company_profile_learn_failed:" + str(exc)[:240]})
finally:
if conn is not None:
conn.close()
if self.path == "/api/promotions":
if not role_allows(getattr(self, "_auth_user", None), "admin"):
return self.send_json(403, {"error": "permission_denied"})
conn: sqlite3.Connection | None = None
try:
payload = self.read_json()
name = str(payload.get("name") or "").strip()[:160]
description = str(payload.get("description") or "").strip()[:2_000]
if not name or not description:
return self.send_json(400, {"error": "promotion_name_and_description_required"})
active = 0 if str(payload.get("active", True)).strip().lower() in {"0", "false", "no", "off"} else 1
stamp = now()
conn = db()
cur = conn.execute("INSERT INTO promotions(organization_id,created_by,name,description,terms,starts_at,ends_at,active,created_at,updated_at) VALUES(?,?,?,?,?,?,?,?,?,?)", (getattr(self, "_organization_id", 1), getattr(self, "_user_id", None), name, description, str(payload.get("terms") or "").strip()[:2_000], str(payload.get("starts_at") or "").strip()[:40], str(payload.get("ends_at") or "").strip()[:40], active, stamp, stamp))
conn.commit()
row = conn.execute("SELECT * FROM promotions WHERE id=?", (cur.lastrowid,)).fetchone()
record_audit("promotion_created", organization_id=getattr(self, "_organization_id", 1), user_id=getattr(self, "_user_id", None), entity_type="promotion", entity_id=int(cur.lastrowid), details={"name": name})
return self.send_json(201, dict(row))
except (ValueError, TypeError, json.JSONDecodeError) as exc:
return self.send_json(400, {"error": str(exc)})
except Exception as exc:
return self.send_json(400, {"error": str(exc)})
finally:
if conn is not None:
conn.close()
if urlparse(self.path).path == "/api/ai/test":
try:
runtime = ai_runtime_settings()
if not runtime["base_url"] or not runtime["model"]:
return self.send_json(400, {"error": "ai_not_configured_set_provider_and_model"})
if ai_requires_api_key(runtime["provider"]) and not runtime["api_key"]:
return self.send_json(400, {"error": "ai_provider_api_key_required"})
headers = {"Authorization": "Bearer " + runtime["api_key"]} if runtime["api_key"] else {}
result = http_json("POST", runtime["base_url"] + "/chat/completions", {"model": runtime["model"], "temperature": 0, "max_tokens": 8, "messages": [{"role": "user", "content": "Reply with exactly OK."}]}, headers=headers, timeout=30, error_prefix="ai")
content = (((result.get("choices") or [{}])[0].get("message") or {}).get("content") or "") if isinstance(result, dict) else ""
if not str(content).strip():
return self.send_json(502, {"error": "ai_empty_response"})
return self.send_json(200, {"ok": True, "provider": runtime["provider"], "model": runtime["model"], "reply": str(content).strip()[:200]})
except RuntimeError as exc:
return self.send_json(502, {"error": str(exc)})
except Exception as exc:
return self.send_json(502, {"error": "ai_test_failed:" + str(exc)[:200]})
candidates_match = re.fullmatch(r"/api/prospects/(\d+)/website-candidates", urlparse(self.path).path)
if candidates_match:
if not role_allows(getattr(self, "_auth_user", None), "researcher"):
return self.send_json(403, {"error": "permission_denied"})
prospect_id = int(candidates_match.group(1))
conn = db()
try:
row = conn.execute("SELECT * FROM prospects WHERE id=? AND organization_id=?", (prospect_id, getattr(self, "_organization_id", 1))).fetchone()
finally:
conn.close()
if not row:
return self.send_json(404, {"error": "not_found"})
browser_runtime = browser_use_settings()
if not browser_runtime["enabled"]:
return self.send_json(503, {"error": "browser_use_disabled"})
try:
runtime = ai_runtime_settings()
record_log("browser", "website_investigation_started", prospect_id=prospect_id,
details={"business": row["name"], "model": runtime["model"], "public_only": True,
"max_steps": browser_runtime["max_steps"], "timeout_seconds": browser_runtime["timeout_seconds"],
"llm_timeout_seconds": browser_runtime["llm_timeout_seconds"]})
def browser_log(kind: str, event: str, details: dict[str, Any]) -> None:
record_log(kind, event, prospect_id=prospect_id, details=details)
# First use deterministic DOM extraction. This does not need
# an AI key and is deliberately run before Browser Use so a
# model timeout or malformed final response cannot erase a
# link that was already visible on Bing.
direct_candidates = direct_search_candidates(
dict(row), user_agent=OUTBOUND_USER_AGENT, log_callback=browser_log,
requested=5, timeout_seconds=min(180, int(browser_runtime["timeout_seconds"])),
)
if direct_candidates:
# Save the raw search links first. Verification is a
# separate bounded step and must never erase a useful
# result if a public site is slow or unavailable.
persist_website_candidates(prospect_id, direct_candidates)
verified_candidates = verify_website_candidates(dict(row), direct_candidates)
saved_rows = persist_website_candidates(prospect_id, verified_candidates)
for candidate in verified_candidates:
record_log("search", "website_candidate_verified", prospect_id=prospect_id,
details={"domain": candidate.get("domain"), "confidence": candidate.get("confidence"),
"verification": candidate.get("verification", {})})
record_log("browser", "website_candidates_persisted", prospect_id=prospect_id,
details={"source": "browser_dom", "candidate_count": len(direct_candidates),
"domains": [item.get("domain") for item in direct_candidates]})
return self.send_json(200, {"items": saved_rows, "count": len(saved_rows), "source": "browser_dom"})
# Keep Browser Use as a bounded fallback for cases where the
# public result pages yielded no parseable links.
record_log("browser", "browser_use_fallback_started", prospect_id=prospect_id,
details={"reason": "direct_search_no_candidates", "model": runtime["model"]})
candidates = investigate_websites(
dict(row), base_url=runtime["base_url"], api_key=runtime["api_key"],
model=runtime["model"], user_agent=OUTBOUND_USER_AGENT, log_callback=browser_log,
enabled=browser_runtime["enabled"], max_steps=browser_runtime["max_steps"],
timeout_seconds=browser_runtime["timeout_seconds"], llm_timeout_seconds=browser_runtime["llm_timeout_seconds"],
)
record_log("browser", "website_investigation_completed", prospect_id=prospect_id,
details={"candidate_count": len(candidates), "model": runtime["model"], "source": "browser_use"})
saved_rows = persist_website_candidates(prospect_id, candidates)
return self.send_json(200, {"items": saved_rows, "count": len(saved_rows), "source": "browser_use"})
except RuntimeError as exc:
record_log("browser", "website_investigation_failed", level="error", prospect_id=prospect_id, error=str(exc))
return self.send_json(503, {"error": str(exc)})
except Exception as exc:
record_log("browser", "website_investigation_failed", level="error", prospect_id=prospect_id, error=str(exc)[:500])
return self.send_json(502, {"error": "browser_use_failed:" + str(exc)[:240]})
finally:
try:
conn.close()
except Exception:
pass
mockup_edit_match = re.fullmatch(r"/api/mockups/(\d+)/edit", path)
if mockup_edit_match:
if not role_allows(getattr(self, "_auth_user", None), "reviewer"):
return self.send_json(403, {"error": "permission_denied"})
conn: sqlite3.Connection | None = None
mockup_id = int(mockup_edit_match.group(1))
organization_id = getattr(self, "_organization_id", 1)
try:
conn = db()
row = conn.execute("SELECT * FROM mockups WHERE id=? AND organization_id=? AND status='published'", (mockup_id, organization_id)).fetchone()
if not row:
return self.send_json(404, {"error": "not_found"})
prospect_row = conn.execute("SELECT * FROM prospects WHERE id=? AND organization_id=?", (int(row["prospect_id"]), organization_id)).fetchone()
if not prospect_row:
return self.send_json(404, {"error": "prospect_not_found"})
payload = self.read_json()
instruction = _mockup_text(payload.get("instruction") or payload.get("instructions"), 3_000)
if len(instruction) < 3:
return self.send_json(400, {"error": "edit_instruction_required"})
page = str(payload.get("page") or "all").strip().lower().replace(" ", "-")
if page not in {"all", "home", "services", "about", "contact"}:
page = "all"
mode = "multipage" if str(row["mode"] or "onepage").lower() == "multipage" else "onepage"
prior = _mockup_text(row["instructions"], 1_800)
scope_hint = "all pages" if page == "all" else f"the {page} page (keep the same direction on the other pages)"
combined_instructions = _mockup_text(
(prior + "\n\n" if prior else "") + f"Editor request for {scope_hint}: {instruction}",
4_000,
)
prospect = dict(prospect_row)
source_url = _mockup_external_url(row["source_url"] or prospect.get("website") or prospect.get("website_final_url"))
snapshot: dict[str, Any] = {}
if source_url:
try:
snapshot = fetch_company_page(source_url)
except Exception as exc:
record_log("search", "mockup_edit_source_fetch_failed", level="warn", prospect_id=int(row["prospect_id"]),
details={"url": _safe_log_url(source_url), "mockup_id": mockup_id}, error=str(exc)[:500])
record_log("ai", "mockup_edit_started", prospect_id=int(row["prospect_id"]),
details={"mockup_id": mockup_id, "page": page, "mode": mode, "instruction": instruction[:500]})
pages, generation_source, model = generate_mockup_pages(prospect, snapshot, combined_instructions, mode)
token = secrets.token_urlsafe(24)
base_url = mockup_public_url(self, token)
pages = {slug: value.replace("__MOCKUP_BASE__", base_url) for slug, value in pages.items()}
html = pages.get("home") or fallback_mockup_html(prospect, snapshot)
root_id = int(row["parent_id"] or row["id"])
version_row = conn.execute("SELECT COALESCE(MAX(version),1)+1 FROM mockups WHERE organization_id=? AND (id=? OR parent_id=?)", (organization_id, root_id, root_id)).fetchone()
version = int(version_row[0] or 2)
base_title = re.sub(r"\s+·\s+v\d+$", "", str(row["title"] or "Website concept")).strip() or "Website concept"
title = f"{base_title} · v{version}"
stamp = now()
cur = conn.execute("""INSERT INTO mockups
(organization_id,prospect_id,created_by,token,title,source_url,html,mode,pages_json,ai_model,generation_source,instructions,status,parent_id,version,edit_instructions,created_at,updated_at)
VALUES(?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)""", (organization_id, int(row["prospect_id"]), getattr(self, "_user_id", None), token,
title, str(snapshot.get("website_url") or source_url)[:500], html, mode, json.dumps(pages, ensure_ascii=False), model, generation_source,
combined_instructions, "published", root_id, version, instruction, stamp, stamp))
new_id = int(cur.lastrowid)
conn.execute("UPDATE prospects SET ai_mockup_id=?,updated_at=? WHERE id=? AND organization_id=?", (new_id, stamp, int(row["prospect_id"]), organization_id))
conn.commit()
share_url = mockup_public_url(self, token)
record_log("ai", "mockup_edited", prospect_id=int(row["prospect_id"]),
details={"mockup_id": new_id, "parent_id": root_id, "version": version, "source": generation_source,
"model": model, "page": page, "share_url": share_url})
record_audit("mockup_edited", organization_id=organization_id, user_id=getattr(self, "_user_id", None),
entity_type="mockup", entity_id=new_id,
details={"prospect_id": int(row["prospect_id"]), "parent_id": root_id, "version": version, "page": page, "source": generation_source})
return self.send_json(201, {"id": new_id, "prospect_id": int(row["prospect_id"]), "parent_id": root_id,
"version": version, "token": token, "mode": mode, "title": title,
"source_url": str(snapshot.get("website_url") or source_url),
"generation_source": generation_source, "ai_model": model, "created_at": stamp,
"share_url": share_url, "change_summary": f"Applied your request to {scope_hint}.",
"pages": [{"slug": slug, "url": mockup_public_url(self, token, slug)} for slug in pages]})
except RuntimeError as exc:
record_log("ai", "mockup_edit_failed", level="error", details={"mockup_id": mockup_id}, error=str(exc)[:500])
return self.send_json(503, {"error": str(exc)})
except (ValueError, TypeError, json.JSONDecodeError) as exc:
return self.send_json(400, {"error": str(exc)})
except sqlite3.Error as exc:
record_log("ai", "mockup_edit_persist_failed", level="error", details={"mockup_id": mockup_id}, error=str(exc)[:500])
return self.send_json(500, {"error": "mockup_edit_persist_failed"})
finally:
if conn is not None:
conn.close()
mockup_match = re.fullmatch(r"/api/prospects/(\d+)/mockup", urlparse(self.path).path)
if mockup_match:
if not role_allows(getattr(self, "_auth_user", None), "reviewer"):
return self.send_json(403, {"error": "permission_denied"})
conn: sqlite3.Connection | None = None
prospect_id = int(mockup_match.group(1))
try:
conn = db()
organization_id = getattr(self, "_organization_id", 1)
row = conn.execute("SELECT * FROM prospects WHERE id=? AND organization_id=?", (prospect_id, organization_id)).fetchone()
if not row:
return self.send_json(404, {"error": "not_found"})
payload = self.read_json()
instructions = str(payload.get("instructions") or "").strip()[:2_000]
requested_mode = str(payload.get("mode") or "onepage").strip().lower()
mode = "multipage" if requested_mode in {"multiple", "multipage", "multi-page", "multi_page"} else "onepage"
prospect = dict(row)
source_url = str(prospect.get("website") or prospect.get("website_final_url") or "").strip()
snapshot: dict[str, Any] = {}
if source_url:
try:
snapshot = fetch_company_page(source_url)
except Exception as exc:
# A preview must still be useful when the current site
# is slow, blocked, or listed as unhealthy.
record_log("search", "mockup_source_fetch_failed", level="warn", prospect_id=prospect_id,
details={"url": _safe_log_url(source_url)}, error=str(exc)[:500])
token = secrets.token_urlsafe(24)
pages, generation_source, model = generate_mockup_pages(prospect, snapshot, instructions, mode)
base_url = mockup_public_url(self, token)
pages = {slug: value.replace("__MOCKUP_BASE__", base_url) for slug, value in pages.items()}
html = pages.get("home") or fallback_mockup_html(prospect, snapshot)
stamp = now()
title = (_mockup_text(prospect.get("name"), 140) or "Business") + " · Website concept"
cur = conn.execute("""INSERT INTO mockups
(organization_id,prospect_id,created_by,token,title,source_url,html,mode,pages_json,ai_model,generation_source,instructions,status,created_at,updated_at)
VALUES(?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)""", (organization_id, prospect_id, getattr(self, "_user_id", None), token,
title, str(snapshot.get("website_url") or source_url)[:500], html, mode, json.dumps(pages, ensure_ascii=False), model, generation_source, instructions, "published", stamp, stamp))
conn.execute("UPDATE prospects SET ai_mockup_id=?,updated_at=? WHERE id=? AND organization_id=?", (int(cur.lastrowid), stamp, prospect_id, organization_id))
conn.commit()
share_url = mockup_public_url(self, token)
record_log("ai", "mockup_generated", prospect_id=prospect_id,
details={"mockup_id": int(cur.lastrowid), "source": generation_source, "model": model,
"source_url": _safe_log_url(str(snapshot.get("website_url") or source_url)), "share_url": share_url})
record_audit("mockup_generated", organization_id=organization_id, user_id=getattr(self, "_user_id", None),
entity_type="mockup", entity_id=int(cur.lastrowid), details={"prospect_id": prospect_id, "source": generation_source, "model": model})
return self.send_json(201, {"id": int(cur.lastrowid), "prospect_id": prospect_id, "token": token, "mode": mode,
"title": title, "source_url": str(snapshot.get("website_url") or source_url),
"generation_source": generation_source, "ai_model": model,
"created_at": stamp, "share_url": share_url,
"pages": [{"slug": slug, "url": mockup_public_url(self, token, slug)} for slug in pages]})
except RuntimeError as exc:
return self.send_json(503, {"error": str(exc)})
except (ValueError, TypeError, json.JSONDecodeError) as exc:
return self.send_json(400, {"error": str(exc)})
except sqlite3.Error as exc:
record_log("ai", "mockup_persist_failed", level="error", prospect_id=prospect_id, error=str(exc)[:500])
return self.send_json(500, {"error": "mockup_persist_failed"})
finally:
if conn is not None:
conn.close()
assess_match = re.fullmatch(r"/api/prospects/(\d+)/assess", urlparse(self.path).path)
if assess_match:
if not role_allows(getattr(self, "_auth_user", None), "reviewer"):
return self.send_json(403, {"error": "permission_denied"})
conn = None
try:
conn = db(); prospect_id = int(assess_match.group(1))
row = conn.execute("SELECT * FROM prospects WHERE id=? AND organization_id=?", (prospect_id, getattr(self, "_organization_id", 1))).fetchone()
if not row:
return self.send_json(404, {"error": "not_found"})
assessment = ai_assess_prospect(dict(row))
stamp = now()
conn.execute(
"UPDATE prospects SET ai_probability=?,ai_recommendation=?,ai_reasoning=?,ai_checked_at=?,updated_at=? WHERE id=? AND organization_id=?",
(assessment["ai_probability"], assessment["ai_recommendation"], assessment["ai_reasoning"], stamp, stamp, prospect_id, getattr(self, "_organization_id", 1)),
)
runtime = ai_runtime_settings()
conn.execute("INSERT INTO ai_assessment_history(organization_id,prospect_id,user_id,probability,recommendation,reasoning,model,created_at) VALUES(?,?,?,?,?,?,?,?)", (getattr(self, "_organization_id", 1), prospect_id, getattr(self, "_user_id", None), int(assessment["ai_probability"] or 0), assessment["ai_recommendation"], assessment["ai_reasoning"], runtime["model"], stamp))
conn.execute("INSERT INTO score_history(organization_id,prospect_id,user_id,score_type,score,reasons,model,created_at) VALUES(?,?,?,?,?,?,?,?)", (getattr(self, "_organization_id", 1), prospect_id, getattr(self, "_user_id", None), "ai", int(assessment["ai_probability"] or 0), json.dumps([assessment["ai_reasoning"]], ensure_ascii=False), runtime["model"], stamp))
conn.commit()
record_audit("prospect_ai_assessed", organization_id=getattr(self, "_organization_id", 1), user_id=getattr(self, "_user_id", None), entity_type="prospect", entity_id=prospect_id, details={"probability": assessment["ai_probability"], "recommendation": assessment["ai_recommendation"]})
return self.send_json(200, {**assessment, "ai_checked_at": stamp, "prospect_id": prospect_id})
except RuntimeError as exc:
return self.send_json(503, {"error": str(exc)})
except (ValueError, TypeError, json.JSONDecodeError) as exc:
return self.send_json(400, {"error": str(exc)})
finally:
if conn is not None:
conn.close()
message_edit_match = re.fullmatch(r"/api/prospects/(\d+)/message/edit", urlparse(self.path).path)
if message_edit_match:
if not role_allows(getattr(self, "_auth_user", None), "reviewer"):
return self.send_json(403, {"error": "permission_denied"})
conn = None
prospect_id = int(message_edit_match.group(1))
organization_id = int(getattr(self, "_organization_id", 1))
try:
conn = db()
row = conn.execute("SELECT * FROM prospects WHERE id=? AND organization_id=?", (prospect_id, organization_id)).fetchone()
if not row:
return self.send_json(404, {"error": "not_found"})
payload = self.read_json()
instruction = str(payload.get("instruction") or payload.get("edit_instruction") or payload.get("change") or "").strip()[:3_000]
if len(instruction) < 3:
return self.send_json(400, {"error": "edit_instruction_required"})
draft_value = payload.get("current_draft")
if not isinstance(draft_value, dict):
draft_value = payload.get("draft") if isinstance(payload.get("draft"), dict) else {}
if "current_subject" in payload:
raw_subject = payload.get("current_subject")
elif "subject" in payload:
raw_subject = payload.get("subject")
else:
raw_subject = draft_value.get("subject") or row["ai_subject"]
if "current_message" in payload:
raw_message = payload.get("current_message")
elif "message" in payload:
raw_message = payload.get("message")
else:
raw_message = draft_value.get("message") or row["ai_message"]
current_subject = str(raw_subject or "").strip()[:300]
current_message = str(raw_message or "").strip()[:8_000]
if not current_subject or not current_message:
return self.send_json(400, {"error": "current_draft_required"})
offer = str(payload.get("offer") or payload.get("offer_or_instruction") or row["ai_offer"] or "").strip()[:2_000]
if not offer:
return self.send_json(400, {"error": "offer_required"})
# A missing field means “keep the current draft context”; an
# explicit null/empty promotion or mockup means remove it.
promotion_id = payload.get("promotion_id") if "promotion_id" in payload else row["ai_promotion_id"]
promotion = None
if promotion_id not in (None, "", 0, "0"):
try:
promotion_id = int(promotion_id)
except (TypeError, ValueError):
return self.send_json(400, {"error": "invalid_promotion_id"})
promotion_row = conn.execute("SELECT * FROM promotions WHERE id=? AND organization_id=?", (promotion_id, organization_id)).fetchone()
if not promotion_row:
return self.send_json(404, {"error": "promotion_not_found"})
if not promotion_row["active"]:
return self.send_json(400, {"error": "promotion_inactive"})
promotion = dict(promotion_row)
else:
promotion_id = None
if "include_mockup" in payload:
include_value = payload.get("include_mockup")
else:
include_value = bool(row["ai_mockup_id"])
include_mockup = not (include_value is False or str(include_value).strip().lower() in {"0", "false", "off", "no"})
mockup = None
mockup_id = payload.get("mockup_id") if "mockup_id" in payload else row["ai_mockup_id"]
if include_mockup:
if mockup_id not in (None, "", 0, "0"):
try:
mockup_id = int(mockup_id)
except (TypeError, ValueError):
return self.send_json(400, {"error": "invalid_mockup_id"})
mockup_row = conn.execute("SELECT * FROM mockups WHERE id=? AND prospect_id=? AND organization_id=? AND status='published'", (mockup_id, prospect_id, organization_id)).fetchone()
else:
mockup_row = conn.execute("SELECT * FROM mockups WHERE prospect_id=? AND organization_id=? AND status='published' ORDER BY id DESC LIMIT 1", (prospect_id, organization_id)).fetchone()
if mockup_row:
mockup = dict(mockup_row)
mockup["share_url"] = mockup_public_url(self, mockup["token"])
mockup_id = int(mockup["id"])
else:
mockup_id = None
else:
mockup_id = None
draft = ai_revise_message(
dict(row), current_subject, current_message, instruction, offer,
tone=str(payload.get("tone") or "warm"), goal=str(payload.get("goal") or "conversation"),
promotion=promotion, mockup=mockup,
)
stamp = now()
conn.execute(
"UPDATE prospects SET ai_subject=?,ai_message=?,ai_offer=?,ai_promotion_id=?,ai_mockup_id=?,ai_reasoning=?,ai_unknowns=?,ai_evidence_ids=?,ai_follow_up=?,ai_checked_at=?,updated_at=? WHERE id=? AND organization_id=?",
(draft["subject"], draft["message"], offer, promotion_id, mockup_id, draft["rationale"],
json.dumps(draft.get("unknowns") or [], ensure_ascii=False),
json.dumps(draft.get("evidence_used") or [], ensure_ascii=False), draft.get("follow_up") or "",
stamp, stamp, prospect_id, organization_id),
)
conn.commit()
record_audit("prospect_message_revised", organization_id=organization_id, user_id=getattr(self, "_user_id", None),
entity_type="prospect", entity_id=prospect_id,
details={"promotion_id": promotion_id, "mockup_id": mockup_id, "instruction_characters": len(instruction)})
return self.send_json(200, {**draft, "ai_checked_at": stamp, "prospect_id": prospect_id,
"promotion_id": promotion_id, "mockup_id": mockup_id})
except RuntimeError as exc:
return self.send_json(503, {"error": str(exc)})
except (ValueError, TypeError, json.JSONDecodeError) as exc:
return self.send_json(400, {"error": str(exc)})
except sqlite3.Error as exc:
record_log("ai", "message_revision_persist_failed", level="error", prospect_id=prospect_id,
organization_id=organization_id, error=str(exc)[:500])
return self.send_json(500, {"error": "message_revision_persist_failed"})
finally:
if conn is not None:
conn.close()
message_match = re.fullmatch(r"/api/prospects/(\d+)/message", urlparse(self.path).path)
if message_match:
if not role_allows(getattr(self, "_auth_user", None), "reviewer"):
return self.send_json(403, {"error": "permission_denied"})
conn = None
try:
conn = db(); row = conn.execute("SELECT * FROM prospects WHERE id=? AND organization_id=?", (int(message_match.group(1)), getattr(self, "_organization_id", 1))).fetchone()
if not row: return self.send_json(404, {"error":"not_found"})
payload = self.read_json(); offer = str(payload.get("offer") or "").strip()
if not offer: return self.send_json(400, {"error":"offer_required"})
promotion = None
promotion_id = payload.get("promotion_id")
if promotion_id not in (None, "", 0, "0"):
try:
promotion_id = int(promotion_id)
except (TypeError, ValueError):
return self.send_json(400, {"error": "invalid_promotion_id"})
promotion_row = conn.execute("SELECT * FROM promotions WHERE id=? AND organization_id=?", (promotion_id, getattr(self, "_organization_id", 1))).fetchone()
if not promotion_row:
return self.send_json(404, {"error": "promotion_not_found"})
if not promotion_row["active"]:
return self.send_json(400, {"error": "promotion_inactive"})
promotion = dict(promotion_row)
else:
promotion_id = None
include_value = payload.get("include_mockup", True)
include_mockup = not (include_value is False or str(include_value).strip().lower() in {"0", "false", "off", "no"})
mockup = None
mockup_id = payload.get("mockup_id")
if include_mockup:
if mockup_id not in (None, "", 0, "0"):
try:
mockup_id = int(mockup_id)
except (TypeError, ValueError):
return self.send_json(400, {"error": "invalid_mockup_id"})
mockup_row = conn.execute("SELECT * FROM mockups WHERE id=? AND prospect_id=? AND organization_id=? AND status='published'", (mockup_id, int(message_match.group(1)), getattr(self, "_organization_id", 1))).fetchone()
else:
mockup_row = conn.execute("SELECT * FROM mockups WHERE prospect_id=? AND organization_id=? AND status='published' ORDER BY id DESC LIMIT 1", (int(message_match.group(1)), getattr(self, "_organization_id", 1))).fetchone()
if mockup_row:
mockup = dict(mockup_row)
mockup["share_url"] = mockup_public_url(self, mockup["token"])
mockup_id = int(mockup["id"])
else:
mockup_id = None
else:
mockup_id = None
draft = ai_generate_message(dict(row), offer, tone=str(payload.get("tone") or "warm"), goal=str(payload.get("goal") or "conversation"), promotion=promotion, mockup=mockup)
stamp = now(); conn.execute("UPDATE prospects SET ai_subject=?,ai_message=?,ai_offer=?,ai_promotion_id=?,ai_mockup_id=?,ai_reasoning=?,ai_unknowns=?,ai_evidence_ids=?,ai_follow_up=?,ai_checked_at=?,updated_at=? WHERE id=? AND organization_id=?", (draft["subject"],draft["message"],offer,promotion_id,mockup_id,draft["rationale"],json.dumps(draft.get("unknowns") or [], ensure_ascii=False),json.dumps(draft.get("evidence_used") or [], ensure_ascii=False),draft.get("follow_up") or "",stamp,stamp,int(message_match.group(1)),getattr(self, "_organization_id", 1))); conn.commit()
record_audit("prospect_message_generated", organization_id=getattr(self, "_organization_id", 1), user_id=getattr(self, "_user_id", None), entity_type="prospect", entity_id=int(message_match.group(1)), details={"promotion_id": promotion_id})
return self.send_json(200, {**draft,"ai_checked_at":stamp,"prospect_id":int(message_match.group(1))})
except RuntimeError as exc: return self.send_json(503, {"error":str(exc)})
except (ValueError, TypeError, json.JSONDecodeError) as exc: return self.send_json(400, {"error":str(exc)})
finally:
if conn is not None: conn.close()
scan_match = re.fullmatch(r"/api/prospects/(\d+)/scan", urlparse(self.path).path)
if scan_match:
if not role_allows(getattr(self, "_auth_user", None), "reviewer"):
return self.send_json(403, {"error": "permission_denied"})
conn = None
try:
conn=db(); row=conn.execute("SELECT * FROM prospects WHERE id=? AND organization_id=?",(int(scan_match.group(1)), getattr(self, "_organization_id", 1))).fetchone()
if not row: return self.send_json(404,{"error":"not_found"})
updated=enrich_place(dict(row)); cols=["website_status","website_http_status","website_final_url","website_latency_ms","website_https","website_title","website_technology","website_has_viewport","website_tls_expires_at","website_checked_at","website_error","emails","email_evidence","score_reasons","opportunity_score"]
prospect_id = int(scan_match.group(1)); conn.execute("UPDATE prospects SET "+",".join(c+"=?" for c in cols)+",updated_at=? WHERE id=? AND organization_id=?",tuple(updated.get(c) for c in cols)+(now(), prospect_id, getattr(self, "_organization_id", 1))); conn.execute("INSERT INTO score_history(organization_id,prospect_id,user_id,score_type,score,reasons,model,created_at) VALUES(?,?,?,?,?,?,?,?)", (getattr(self, "_organization_id", 1), prospect_id, getattr(self, "_user_id", None), "opportunity", int(updated.get("opportunity_score") or 0), updated.get("score_reasons", "[]"), "website_scan", now())); conn.commit(); record_audit("prospect_scanned", organization_id=getattr(self, "_organization_id", 1), user_id=getattr(self, "_user_id", None), entity_type="prospect", entity_id=prospect_id); return self.send_json(200,dict(conn.execute("SELECT * FROM prospects WHERE id=? AND organization_id=?",(prospect_id, getattr(self, "_organization_id", 1))).fetchone()))
except Exception as exc: return self.send_json(500,{"error":str(exc)})
finally:
if conn is not None: conn.close()
if self.path == "/api/suppressions":
if not role_allows(getattr(self, "_auth_user", None), "admin"):
return self.send_json(403, {"error": "permission_denied"})
try:
p=self.read_json(); kind=str(p.get("kind","domain")).lower(); value=str(p.get("value","")).strip().lower()
if kind not in {"domain","email"} or not value: return self.send_json(400,{"error":"kind_and_value_required"})
conn=db(); conn.execute("INSERT OR IGNORE INTO suppressions(organization_id,created_by,kind,value,reason,created_at) VALUES(?,?,?,?,?,?)",(getattr(self, "_organization_id", 1), getattr(self, "_user_id", None), kind,value,str(p.get("reason","manual"))[:200],now())); conn.commit(); row=conn.execute("SELECT * FROM suppressions WHERE organization_id=? AND kind=? AND value=?",(getattr(self, "_organization_id", 1),kind,value)).fetchone(); conn.close(); record_audit("suppression_created", organization_id=getattr(self, "_organization_id", 1), user_id=getattr(self, "_user_id", None), entity_type="suppression", entity_id=int(row["id"]) if row else None, details={"kind":kind,"value":value}); return self.send_json(201,dict(row))
except Exception as exc: return self.send_json(400,{"error":str(exc)})
if self.path == "/api/schedules":
if not role_allows(getattr(self, "_auth_user", None), "researcher"):
return self.send_json(403, {"error": "permission_denied"})
try:
p=self.read_json(); category=str(p.get("category") or "").strip(); keywords=str(p.get("keywords") or "").strip(); location=str(p.get("location") or "South Africa").strip(); interval=max(1,min(168,int(p.get("interval_hours",24)))); max_results=max(1,min(MAX_RESULTS,int(p.get("max_results",25))))
if not category or not keywords: return self.send_json(400,{"error":"category_and_keywords_required"})
next_at=datetime.fromtimestamp(datetime.now(timezone.utc).timestamp()+interval*3600,timezone.utc).isoformat(); conn=db(); cur=conn.execute("INSERT INTO schedules(organization_id,created_by,category,keywords,location,max_results,interval_hours,enabled,next_run_at,created_at) VALUES(?,?,?,?,?,?,?,?,?,?)",(getattr(self, "_organization_id", 1), getattr(self, "_user_id", None), category,keywords,location,max_results,interval,1,next_at,now())); conn.commit(); row=conn.execute("SELECT * FROM schedules WHERE id=?",(cur.lastrowid,)).fetchone(); conn.close(); return self.send_json(201,dict(row))
except Exception as exc: return self.send_json(400,{"error":str(exc)})
if self.path != "/api/discover":
return self.send_json(404, {"error": "not_found"})
if not role_allows(getattr(self, "_auth_user", None), "researcher"):
return self.send_json(403, {"error": "permission_denied"})
try:
result = create_discovery(self.read_json(), organization_id=getattr(self, "_organization_id", 1), created_by=getattr(self, "_user_id", None))
return self.send_json(202, result)
except ValueError as exc:
return self.send_json(400, {"error": str(exc)})
except (TypeError, json.JSONDecodeError) as exc:
return self.send_json(400, {"error": str(exc)})
def do_PATCH(self) -> None:
if not require_auth(self):
return
if not require_csrf(self):
return
user_match = re.fullmatch(r"/api/users/(\d+)", urlparse(self.path).path)
if user_match:
if not role_allows(getattr(self, "_auth_user", None), "admin"): return self.send_json(403, {"error": "permission_denied"})
conn: sqlite3.Connection | None = None
try:
user_id = int(user_match.group(1)); payload = self.read_json(); organization_id = int(getattr(self, "_organization_id", 1)); conn = db()
existing = conn.execute("SELECT * FROM users WHERE id=? AND organization_id=?", (user_id, organization_id)).fetchone()
if not existing: return self.send_json(404, {"error": "not_found"})
fields: dict[str, Any] = {}
if "name" in payload:
name = str(payload.get("name") or "").strip()[:160]
if not name: return self.send_json(400, {"error": "name_required"})
fields["name"] = name
if "role" in payload:
role = str(payload.get("role") or "").strip().lower()
if role not in ALLOWED_ROLES or role == "owner": return self.send_json(400, {"error": "invalid_role"})
fields["role"] = role
if "active" in payload: fields["active"] = 1 if bool(payload.get("active")) else 0
if "password" in payload and str(payload.get("password") or ""):
fields["password_hash"] = password_hash(str(payload.get("password")))
if existing["role"] == "owner" and (fields.get("role") != "owner" or fields.get("active") == 0):
owner_count = conn.execute("SELECT COUNT(*) FROM users WHERE organization_id=? AND role='owner' AND active=1", (organization_id,)).fetchone()[0]
if owner_count <= 1: return self.send_json(400, {"error": "last_owner_required"})
if not fields: return self.send_json(400, {"error": "no_changes"})
fields["updated_at"] = now(); conn.execute("UPDATE users SET " + ",".join(f"{key}=?" for key in fields) + " WHERE id=? AND organization_id=?", (*fields.values(), user_id, organization_id)); conn.commit()
row = conn.execute("SELECT id,organization_id,email,name,role,active,last_login_at,created_at,updated_at FROM users WHERE id=?", (user_id,)).fetchone()
record_audit("user_updated", organization_id=organization_id, user_id=getattr(self, "_user_id", None), entity_type="user", entity_id=user_id, details={"fields": list(fields)})
return self.send_json(200, user_view(row))
except (ValueError, TypeError, json.JSONDecodeError) as exc: return self.send_json(400, {"error": str(exc)})
finally:
if conn is not None: conn.close()
task_match = re.fullmatch(r"/api/prospects/(\d+)/tasks/(\d+)", urlparse(self.path).path)
if task_match:
if not role_allows(getattr(self, "_auth_user", None), "reviewer"): return self.send_json(403, {"error": "permission_denied"})
conn: sqlite3.Connection | None = None
try:
prospect_id, task_id = int(task_match.group(1)), int(task_match.group(2)); payload = self.read_json(); organization_id = int(getattr(self, "_organization_id", 1)); conn = db()
existing = conn.execute("SELECT * FROM prospect_tasks WHERE id=? AND prospect_id=? AND organization_id=?", (task_id, prospect_id, organization_id)).fetchone()
if not existing: return self.send_json(404, {"error": "not_found"})
fields: dict[str, Any] = {}
for key in ("title", "description", "due_at"):
if key in payload: fields[key] = str(payload.get(key) or "").strip()[:10_000 if key != "title" else 240]
if "title" in fields and not fields["title"]: return self.send_json(400, {"error": "task_title_required"})
if "status" in payload:
status = str(payload.get("status") or "open").strip().lower()
if status not in {"open", "in_progress", "done", "cancelled"}: return self.send_json(400, {"error": "invalid_task_status"})
fields["status"] = status; fields["completed_at"] = now() if status == "done" else ""
if "assigned_user_id" in payload:
assignee = payload.get("assigned_user_id")
if assignee in (None, "", 0, "0"): fields["assigned_user_id"] = None
else:
assigned = same_org_user(conn, assignee, organization_id)
if not assigned or not assigned["active"]: return self.send_json(400, {"error": "assigned_user_not_found"})
fields["assigned_user_id"] = int(assigned["id"])
if not fields: return self.send_json(400, {"error": "no_changes"})
fields["updated_at"] = now(); conn.execute("UPDATE prospect_tasks SET " + ",".join(f"{key}=?" for key in fields) + " WHERE id=?", (*fields.values(), task_id)); conn.commit()
row = conn.execute("SELECT * FROM prospect_tasks WHERE id=?", (task_id,)).fetchone(); record_audit("prospect_task_updated", organization_id=organization_id, user_id=getattr(self, "_user_id", None), entity_type="prospect", entity_id=prospect_id, details={"task_id": task_id, "fields": list(fields)})
return self.send_json(200, dict(row))
except (ValueError, TypeError, json.JSONDecodeError) as exc: return self.send_json(400, {"error": str(exc)})
finally:
if conn is not None: conn.close()
promotion_match = re.fullmatch(r"/api/promotions/(\d+)", urlparse(self.path).path)
if promotion_match:
if not role_allows(getattr(self, "_auth_user", None), "admin"):
return self.send_json(403, {"error": "permission_denied"})
conn: sqlite3.Connection | None = None
try:
payload = self.read_json()
conn = db()
existing = conn.execute("SELECT * FROM promotions WHERE id=? AND organization_id=?", (int(promotion_match.group(1)), getattr(self, "_organization_id", 1))).fetchone()
if not existing:
return self.send_json(404, {"error": "not_found"})
fields: dict[str, Any] = {}
for field in ("name", "description", "terms", "starts_at", "ends_at"):
if field in payload:
fields[field] = str(payload.get(field) or "").strip()[:2_000]
if "name" in fields and not fields["name"]:
return self.send_json(400, {"error": "promotion_name_required"})
if "description" in fields and not fields["description"]:
return self.send_json(400, {"error": "promotion_description_required"})
if "active" in payload:
fields["active"] = 0 if str(payload.get("active")).strip().lower() in {"0", "false", "no", "off"} else 1
fields["updated_at"] = now()
assignments = ",".join(f"{key}=?" for key in fields)
conn.execute("UPDATE promotions SET " + assignments + " WHERE id=? AND organization_id=?", (*fields.values(), int(promotion_match.group(1)), getattr(self, "_organization_id", 1)))
conn.commit()
row = conn.execute("SELECT * FROM promotions WHERE id=? AND organization_id=?", (int(promotion_match.group(1)), getattr(self, "_organization_id", 1))).fetchone()
record_audit("promotion_updated", organization_id=getattr(self, "_organization_id", 1), user_id=getattr(self, "_user_id", None), entity_type="promotion", entity_id=int(promotion_match.group(1)), details={"fields": list(fields)})
return self.send_json(200, dict(row))
except (ValueError, TypeError, json.JSONDecodeError) as exc:
return self.send_json(400, {"error": str(exc)})
finally:
if conn is not None:
conn.close()
candidate_match = re.fullmatch(r"/api/prospects/(\d+)/website-candidates/(\d+)", urlparse(self.path).path)
if candidate_match:
if not role_allows(getattr(self, "_auth_user", None), "researcher"):
return self.send_json(403, {"error": "permission_denied"})
prospect_id, candidate_id = (int(candidate_match.group(1)), int(candidate_match.group(2)))
conn: sqlite3.Connection | None = None
try:
payload = self.read_json()
status = str(payload.get("status", "")).strip().lower()
if status not in {"candidate", "accepted", "rejected"}:
return self.send_json(400, {"error": "invalid_website_candidate_status"})
conn = db()
candidate = conn.execute(
"SELECT * FROM website_candidates WHERE id=? AND prospect_id=? AND organization_id=?",
(candidate_id, prospect_id, getattr(self, "_organization_id", 1)),
).fetchone()
prospect = conn.execute("SELECT * FROM prospects WHERE id=? AND organization_id=?", (prospect_id, getattr(self, "_organization_id", 1))).fetchone()
if not candidate or not prospect:
return self.send_json(404, {"error": "not_found"})
if status != "accepted":
conn.execute("UPDATE website_candidates SET status=? WHERE id=?", (status, candidate_id))
conn.commit()
updated_candidate = conn.execute("SELECT * FROM website_candidates WHERE id=?", (candidate_id,)).fetchone()
record_audit("website_candidate_reviewed", organization_id=getattr(self, "_organization_id", 1), user_id=getattr(self, "_user_id", None), entity_type="prospect", entity_id=prospect_id, details={"candidate_id": candidate_id, "status": status})
return self.send_json(200, {"candidate": dict(updated_candidate)})
# The candidate is now a real catalogue domain. Check the
# catalogue before scanning so SQLite's unique domain index
# produces an actionable response instead of a generic 500.
duplicate = conn.execute(
"SELECT id FROM prospects WHERE domain=? AND id<>? AND organization_id=?",
(str(candidate["domain"]).lower(), prospect_id, getattr(self, "_organization_id", 1)),
).fetchone()
if duplicate:
return self.send_json(409, {"error": "domain_already_catalogued", "prospect_id": int(duplicate["id"])})
candidate_url = normalize_url(candidate["url"])
if not candidate_url:
return self.send_json(400, {"error": "invalid_candidate_url"})
# Website probing is network-bound. Release the SQLite handle
# while it runs, then persist the selected URL and evidence in
# one short transaction.
base_item = {**dict(prospect), "website": candidate_url, "domain": str(candidate["domain"]).lower()}
conn.close()
conn = None
updated = enrich_place(base_item)
cols = [
"website", "domain", "website_status", "website_http_status", "website_final_url",
"website_latency_ms", "website_https", "website_title", "website_technology",
"website_has_viewport", "website_tls_expires_at", "website_checked_at", "website_error",
"emails", "email_evidence", "score_reasons", "opportunity_score",
]
conn = db()
conn.execute(
"UPDATE website_candidates SET status='candidate' WHERE prospect_id=? AND id<>? AND status='accepted'",
(prospect_id, candidate_id),
)
conn.execute("UPDATE website_candidates SET status='accepted' WHERE id=? AND prospect_id=?", (candidate_id, prospect_id))
conn.execute(
"UPDATE prospects SET " + ",".join(f"{column}=?" for column in cols) + " WHERE id=?",
tuple(updated.get(column) for column in cols) + (prospect_id,),
)
conn.commit()
updated_candidate = conn.execute("SELECT * FROM website_candidates WHERE id=?", (candidate_id,)).fetchone()
updated_prospect = conn.execute("SELECT * FROM prospects WHERE id=?", (prospect_id,)).fetchone()
record_audit("website_candidate_accepted", organization_id=getattr(self, "_organization_id", 1), user_id=getattr(self, "_user_id", None), entity_type="prospect", entity_id=prospect_id, details={"candidate_id": candidate_id, "domain": candidate["domain"]})
return self.send_json(200, {"candidate": dict(updated_candidate), "prospect": dict(updated_prospect)})
except sqlite3.IntegrityError:
if conn is not None:
conn.rollback()
return self.send_json(409, {"error": "domain_already_catalogued"})
except (ValueError, TypeError, json.JSONDecodeError) as exc:
return self.send_json(400, {"error": str(exc)})
except Exception as exc:
return self.send_json(502, {"error": "website_candidate_accept_failed:" + str(exc)[:240]})
finally:
if conn is not None:
conn.close()
match = re.fullmatch(r"/api/prospects/(\d+)/review", urlparse(self.path).path)
if not match:
return self.send_json(404, {"error": "not_found"})
if not role_allows(getattr(self, "_auth_user", None), "reviewer"):
return self.send_json(403, {"error": "permission_denied"})
conn: sqlite3.Connection | None = None
try:
payload = self.read_json()
status = str(payload.get("status", "")).strip().lower()
if status not in ALLOWED_REVIEW:
return self.send_json(400, {"error": "invalid_review_status"})
conn = db()
cur = conn.execute("UPDATE prospects SET review_status=?,review_notes=?,updated_at=? WHERE id=? AND organization_id=?", (status, str(payload.get("notes", ""))[:1000], now(), int(match.group(1)), getattr(self, "_organization_id", 1)))
conn.commit()
if not cur.rowcount:
return self.send_json(404, {"error": "not_found"})
row = conn.execute("SELECT * FROM prospects WHERE id=? AND organization_id=?", (int(match.group(1)), getattr(self, "_organization_id", 1))).fetchone()
record_audit("prospect_review_updated", organization_id=getattr(self, "_organization_id", 1), user_id=getattr(self, "_user_id", None), entity_type="prospect", entity_id=int(match.group(1)), details={"status": status})
return self.send_json(200, dict(row))
except (ValueError, TypeError, json.JSONDecodeError) as exc:
return self.send_json(400, {"error": str(exc)})
finally:
if conn is not None:
conn.close()
def do_DELETE(self) -> None:
if not require_auth(self):
return
if not require_csrf(self):
return
promotion_match = re.fullmatch(r"/api/promotions/(\d+)", urlparse(self.path).path)
if promotion_match:
if not role_allows(getattr(self, "_auth_user", None), "admin"):
return self.send_json(403, {"error": "permission_denied"})
conn = db()
try:
cur = conn.execute("DELETE FROM promotions WHERE id=? AND organization_id=?", (int(promotion_match.group(1)), getattr(self, "_organization_id", 1)))
conn.commit()
record_audit("promotion_deleted", organization_id=getattr(self, "_organization_id", 1), user_id=getattr(self, "_user_id", None), entity_type="promotion", entity_id=int(promotion_match.group(1)))
return self.send_json(200, {"deleted": bool(cur.rowcount)})
finally:
conn.close()
match = re.fullmatch(r"/api/suppressions/(\d+)", urlparse(self.path).path)
if not match: return self.send_json(404, {"error":"not_found"})
if not role_allows(getattr(self, "_auth_user", None), "admin"):
return self.send_json(403, {"error": "permission_denied"})
conn=db()
try:
cur=conn.execute("DELETE FROM suppressions WHERE id=? AND organization_id=?",(int(match.group(1)), getattr(self, "_organization_id", 1))); conn.commit()
return self.send_json(200,{"deleted":bool(cur.rowcount)})
finally: conn.close()
def serve() -> None:
host = os.environ.get("HOST", "0.0.0.0")
port = int(os.environ.get("PORT", "8000"))
db()
ensure_owner_from_env()
recover_stale_runs()
threading.Thread(target=scheduler_loop, name="prospect-scheduler", daemon=True).start()
print(f"Personal ProspectOS listening on http://{host}:{port} (backend={backend_mode()})", flush=True)
ThreadingHTTPServer((host, port), Handler).serve_forever()
if __name__ == "__main__":
serve()
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