mirror of
https://git.coastit.co.za/caitlin/CRM_ENVR.git
synced 2026-07-10 03:05:43 +02:00
Chariah
446 lines
18 KiB
Python
446 lines
18 KiB
Python
import os, json, asyncio, re, shutil, sqlite3, urllib.parse, random, logging
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from datetime import datetime, timedelta
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from fastapi import FastAPI, Query
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from fastapi.middleware.cors import CORSMiddleware
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import uvicorn
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from playwright.async_api import async_playwright
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logging.basicConfig(level=logging.INFO, format='%(asctime)s [%(levelname)s] %(message)s')
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logger = logging.getLogger(__name__)
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app = FastAPI()
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["http://localhost:3006", "http://127.0.0.1:3006"],
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allow_methods=["POST"],
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allow_headers=["*"],
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)
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PORT = int(os.getenv("PORT", "3008"))
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OLLAMA_URL = os.getenv("OLLAMA_URL", "http://localhost:11434")
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CLASSIFY_MODEL = os.getenv("CLASSIFY_MODEL", "dolphin-llama3:8b")
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FX_PROFILE = os.getenv('FX_PROFILE', '')
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BROAD_KEYWORDS = [
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"website", "web design", "web develop", "web dev",
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"build my website", "build a website", "create a website",
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"need web", "looking for web", "new website",
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"landing page", "wordpress",
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"need a website", "my website", "business website",
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"need a designer", "help with my website",
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"redesign", "update my website",
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"looking for", "need a", "need an", "looking to",
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"help me build", "create my", "build me",
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"design my", "make me a", "would like",
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"need someone", "hire a", "looking to hire",
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"want someone", "need help with",
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]
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def kw_match(text: str) -> bool:
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t = text.lower()
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return any(kw in t for kw in BROAD_KEYWORDS)
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FB_SEARCHES = [
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"looking for web developer",
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"need a website designed",
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"need website built South Africa",
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"need someone to build my website",
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"need web designer",
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"looking for someone to create website",
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"need ecommerce website built",
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"want to hire web developer",
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"website quote please",
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"need wordpress website",
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"I need a website for my business",
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"need a site for my business",
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]
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VIEWPORTS = [
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{'width': 1280, 'height': 800},
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{'width': 1366, 'height': 768},
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{'width': 1440, 'height': 900},
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{'width': 1536, 'height': 864},
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{'width': 1920, 'height': 1080},
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]
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async def get_fb_cookies(profile_path: str | None = None):
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cookie_db_path = profile_path or FX_PROFILE
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if not cookie_db_path:
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logger.warning("No profile path provided")
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return []
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cookie_db = os.path.join(cookie_db_path, 'cookies.sqlite')
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if not os.path.exists(cookie_db):
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logger.warning("Cookie DB not found at %s", cookie_db)
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return []
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tmp = os.path.join(os.path.dirname(cookie_db), f'cookies_tmp_{os.getpid()}.sqlite')
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for attempt in range(3):
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try:
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shutil.copy2(cookie_db, tmp)
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break
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except PermissionError:
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if attempt < 2:
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await asyncio.sleep(0.5)
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else:
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logger.error("Failed to copy cookie DB after 3 attempts")
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return []
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try:
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conn = sqlite3.connect(tmp)
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c = conn.cursor()
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c.execute("SELECT name, value, host, path FROM moz_cookies WHERE host LIKE '%facebook.com'")
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rows = c.fetchall()
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conn.close()
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try:
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os.remove(tmp)
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except Exception:
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pass
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return [{
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"name": name, "value": value,
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"domain": host if host.startswith('.') else f'.{host}',
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"path": path,
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"httpOnly": True, "secure": True, "sameSite": "Lax",
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} for name, value, host, path in rows]
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except Exception as e:
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logger.error("Cookie DB read error: %s", e)
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try:
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os.remove(tmp)
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except Exception:
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pass
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return []
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WEEKDAY_ORDER = ['monday', 'tuesday', 'wednesday', 'thursday', 'friday', 'saturday', 'sunday']
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def _parse_fb_date(block: list[str]) -> str:
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for l in block:
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l = l.strip()
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m = re.match(r'(\d+)\s*(h|hr|hrs|hour|hours)\s*ago', l)
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if m:
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hours = int(m.group(1))
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d = datetime.now() - timedelta(hours=hours)
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return d.strftime('%Y-%m-%d')
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if l.lower() == 'yesterday':
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d = datetime.now() - timedelta(days=1)
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return d.strftime('%Y-%m-%d')
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low = l.lower()
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if low in WEEKDAY_ORDER:
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day_idx = WEEKDAY_ORDER.index(low)
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today_idx = datetime.now().weekday()
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days_ago = (today_idx - day_idx) % 7
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d = datetime.now() - timedelta(days=days_ago)
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return d.strftime('%Y-%m-%d')
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for fmt in ['%Y-%m-%d', '%d %B %Y', '%B %d %Y', '%d %b %Y', '%b %d %Y', '%d %b', '%b %d']:
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try:
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dt = datetime.strptime(l, fmt)
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return dt.strftime('%Y-%m-%d')
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except ValueError:
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pass
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return datetime.now().strftime('%Y-%m-%d')
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def _extract_posts_from_text(raw: str, url: str) -> list[dict]:
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lines = [l.strip() for l in raw.split('\n')]
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blocks = []
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cur = []
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fb_run = 0
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for l in lines:
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if 'facebook' in l.lower():
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fb_run += 1
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if cur and fb_run >= 2:
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blocks.append(cur)
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cur = []
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else:
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fb_run = 0
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if l and len(l) >= 15:
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words = re.findall(r'[A-Za-z]{2,}', l)
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if len(words) >= 2:
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cur.append(l)
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if cur:
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blocks.append(cur)
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posts = []
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seen_texts = set()
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for block in blocks:
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if not block:
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continue
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kw_indices = [i for i, l in enumerate(block) if kw_match(l)]
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if not kw_indices:
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continue
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i = kw_indices[0]
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start = max(0, i - 2)
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end = min(len(block), i + 5)
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snippet = ' '.join(block[start:end])
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if len(snippet) < 40:
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continue
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dekey = snippet[:80]
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if dekey in seen_texts:
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continue
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seen_texts.add(dekey)
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posts.append({
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"title": snippet[:300],
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"content": snippet[:1000],
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"author": block[start] if start < i else '',
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"url": url,
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"source": "facebook",
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"date": _parse_fb_date(block),
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})
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return posts
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async def human_scroll(page, steps: int = None, total_delay: float = None):
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steps = steps or random.randint(2, 5)
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total_delay = total_delay or random.uniform(6, 18)
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step_delay = total_delay / steps
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for i in range(steps):
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scroll_dist = random.randint(200, 600)
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await page.evaluate(f"window.scrollBy(0, {scroll_dist})")
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await page.wait_for_timeout(int(step_delay * 1000))
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if random.random() < 0.3:
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await page.evaluate(f"window.scrollBy(0, -{random.randint(100, 300)})")
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await page.wait_for_timeout(random.randint(1000, 3000))
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async def random_idle(page):
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action = random.random()
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if action < 0.15:
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try:
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elems = await page.query_selector_all('a, span, div[role="button"]')
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if elems:
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el = random.choice(elems[:20])
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box = await el.bounding_box()
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if box:
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x = box['x'] + box['width'] / 2 + random.randint(-20, 20)
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y = box['y'] + box['height'] / 2 + random.randint(-10, 10)
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await page.mouse.move(x, y, steps=random.randint(20, 40))
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await page.wait_for_timeout(random.randint(500, 2000))
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except Exception:
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pass
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async def search_facebook(page, query: str) -> list[dict]:
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url = f'https://www.facebook.com/search/posts/?q={urllib.parse.quote(query)}'
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try:
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await page.goto(url, wait_until='domcontentloaded', timeout=30000)
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await page.wait_for_timeout(random.randint(3000, 8000))
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await human_scroll(page, steps=random.randint(2, 4), total_delay=random.uniform(6, 15))
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# Accidental overscroll: 10% chance to jump to bottom and back
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if random.random() < 0.1:
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await page.evaluate("window.scrollTo(0, document.body.scrollHeight)")
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await page.wait_for_timeout(random.randint(1000, 3000))
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await page.evaluate("window.scrollBy(0, -300)")
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await page.wait_for_timeout(random.randint(1000, 3000))
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if random.random() < 0.2:
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await page.evaluate("window.scrollTo(0, 0)")
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await page.wait_for_timeout(random.randint(2000, 5000))
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if random.random() < 0.3:
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await random_idle(page)
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raw = await page.evaluate('document.body.innerText')
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except Exception as e:
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logger.warning("Facebook search failed: %s", e)
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return []
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return _extract_posts_from_text(raw, url)
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def cleanup_chrome():
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import subprocess, signal
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try:
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subprocess.run(["taskkill", "/F", "/IM", "chrome-headless-shell.exe"], capture_output=True, timeout=5)
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except Exception:
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pass
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async def scrape_facebook(profile_path: str | None = None, force: bool = False) -> dict:
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cleanup_chrome()
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fb_cookies = await get_fb_cookies(profile_path)
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if not fb_cookies:
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logger.warning("No Facebook cookies available")
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return {"success": False, "leads": [], "flagged": False, "flag_reason": None, "error": "No cookies available"}
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try:
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async with async_playwright() as pw:
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browser = await pw.chromium.launch(
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headless=True,
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args=['--disable-blink-features=AutomationControlled']
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)
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viewport = random.choice(VIEWPORTS)
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context = await browser.new_context(
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user_agent='Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:150.0) Gecko/20100101 Firefox/150.0',
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viewport=viewport,
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)
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await context.add_init_script("""
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Object.defineProperty(navigator, 'webdriver', { get: () => false });
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Object.defineProperty(navigator, 'languages', { get: () => ['en-US', 'en'] });
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Object.defineProperty(navigator, 'platform', { get: () => 'Win32' });
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window.chrome = { runtime: {} };
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Object.defineProperty(navigator, 'hardwareConcurrency', { get: () => 8 });
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Object.defineProperty(navigator, 'deviceMemory', { get: () => 8 });
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""")
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for c in fb_cookies:
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try:
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await context.add_cookies([c])
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except Exception as e:
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logger.warning("Failed to inject cookie %s: %s", c.get('name'), e)
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page = await context.new_page()
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# Navigate through google first for a legitimate Referer header
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await page.goto('https://www.google.com/', wait_until='domcontentloaded', timeout=15000)
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await page.wait_for_timeout(random.randint(1000, 3000))
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await page.goto('https://www.facebook.com/', wait_until='domcontentloaded', timeout=30000)
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await page.wait_for_timeout(random.randint(3000, 8000))
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url = page.url
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if '/login' in url.lower():
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logger.warning("Facebook login page detected — account flagged")
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await browser.close()
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return {"success": False, "leads": [], "flagged": True, "flag_reason": "login_page", "error": "Facebook login page detected"}
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# Browse feed like a human before searching
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await human_scroll(page, steps=random.randint(2, 4), total_delay=random.uniform(8, 20))
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if random.random() < 0.25:
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await page.evaluate("window.scrollTo(0, 0)")
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await page.wait_for_timeout(random.randint(2000, 5000))
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await human_scroll(page, steps=random.randint(1, 2))
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# False start: 30% chance to idle and leave without scraping (skipped when force=true)
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if not force and random.random() < 0.3:
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await page.wait_for_timeout(random.randint(8000, 20000))
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await browser.close()
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return {"success": True, "leads": [], "flagged": False, "flag_reason": None, "error": None}
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all_posts = []
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searches = random.sample(FB_SEARCHES, k=random.randint(3, 6))
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for i, query in enumerate(searches):
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try:
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posts = await search_facebook(page, query)
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all_posts.extend(posts)
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# Between searches: random break with possible small scroll
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if random.random() < 0.4:
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await page.evaluate(f"window.scrollBy(0, {random.randint(-300, 300)})")
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delay = random.uniform(8, 25)
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await page.wait_for_timeout(int(delay * 1000))
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# Tab switch: 15% chance after 2nd-3rd search
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if i == random.randint(1, 2) and random.random() < 0.15:
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new_page = await context.new_page()
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await new_page.goto('https://www.messenger.com/', wait_until='domcontentloaded', timeout=15000)
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await new_page.wait_for_timeout(random.randint(3000, 8000))
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await new_page.close()
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await page.wait_for_timeout(random.randint(1000, 3000))
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except Exception as e:
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logger.warning("Facebook search '%s' failed: %s", query, e)
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# Idle before closing — human would pause
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if random.random() < 0.5:
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await page.wait_for_timeout(random.randint(3000, 10000))
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await browser.close()
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seen = set()
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deduped = []
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for p in all_posts:
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key = p.get('content', '')[:100]
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if key not in seen:
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seen.add(key)
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deduped.append(p)
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leads = deduped[:20]
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if leads:
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leads = await classify_leads(leads)
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return {"success": True, "leads": leads[:15], "flagged": False, "flag_reason": None, "error": None}
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except Exception as e:
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logger.error("Facebook scrape failed: %s", e)
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return {"success": False, "leads": [], "flagged": False, "flag_reason": None, "error": str(e)}
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async def ask_ollama(prompt: str) -> str:
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import httpx
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async with httpx.AsyncClient(timeout=120) as c:
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r = await c.post(f"{OLLAMA_URL}/api/chat", json={
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"model": CLASSIFY_MODEL,
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"messages": [
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{"role": "system", "content": "You classify forum posts. Return only valid JSON."},
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{"role": "user", "content": prompt}
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],
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"stream": False,
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"options": {"temperature": 0.05, "num_predict": 1024},
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})
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r.raise_for_status()
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data = r.json()
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return data["message"]["content"]
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async def classify_leads(results: list[dict]) -> list[dict]:
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if not results:
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return []
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briefs = [r["title"][:200] for r in results]
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prompt = f"""Classify each post as LEAD or NOT.
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LEAD = someone REQUESTING/POSTING/WANTING a website built, designed, or created for them.
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LEAD examples: "Need a website for my business", "Looking for web developer to build my site", "I need someone to create my website", "Want a new website for my company", "Looking for someone to design my WordPress site"
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NOT LEAD:
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- Offering web design services: "I build websites", "I offer web design", "Affordable web design packages"
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- Already have a website and need marketing, SEO, content, video, link building, email marketing, affiliates
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- Recruiting employees, hiring staff, looking for business partners
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- Selling products, promoting services, affiliate offers
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- "Need web hosting", "Looking for a partner", "Looking for content writer", "Video spokesperson"
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For each numbered post, answer ONLY "yes" (LEAD) or "no" (NOT LEAD):
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{chr(10).join(f'{i+1}. {t}' for i, t in enumerate(briefs))}
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Return a JSON array like ["yes","no","yes"] matching the order above."""
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ai_succeeded = False
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try:
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raw = await ask_ollama(prompt)
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raw = raw.strip()
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if raw.startswith("```"):
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first_nl = raw.find('\n')
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if first_nl != -1:
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raw = raw[first_nl + 1:]
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if raw.endswith("```"):
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raw = raw[:-3]
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raw = raw.strip()
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answers = json.loads(raw)
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if isinstance(answers, list) and len(answers) == len(results):
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ai_succeeded = True
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filtered = []
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for i, ans in enumerate(answers):
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if isinstance(ans, str) and ans.lower() == 'yes':
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filtered.append(results[i])
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if filtered:
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return filtered[:10]
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logger.info("AI classified all %d items as NOT LEAD — returning empty", len(results))
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return []
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except Exception as e:
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logger.warning("AI classification failed, falling back to keyword filter: %s", e)
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if not ai_succeeded:
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strict_keywords = [
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"website", "web design", "web develop", "web dev",
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"build my website", "build a website", "create a website",
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"need web", "looking for web", "new website",
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"landing page", "wordpress",
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"need a website", "my website", "business website",
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"need a designer", "help with my website",
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"redesign", "update my website",
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]
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filtered = []
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for r in results:
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t = r['title'].lower()
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if not any(kw in t for kw in strict_keywords):
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continue
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if any(kw in t for kw in ['i build', 'i offer', 'i create', 'i am a', 'web developer available',
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'affordable web', 'web hosting', 'free website',
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'limited time', 'special offer', 'sign up now',
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'offer']):
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continue
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filtered.append(r)
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return filtered[:10]
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return []
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@app.get("/health")
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async def health():
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return {"status": "ok"}
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@app.post("/scrape/facebook")
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async def scrape_facebook_endpoint(profile_path: str | None = Query(None), force: bool = Query(False)):
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result = await scrape_facebook(profile_path, force)
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return result
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if __name__ == "__main__":
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uvicorn.run(app, host="0.0.0.0", port=PORT)
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