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app.py

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+"""
+OmniParse AI — kompletní B2B SaaS pro zpracování faktur.
+Architektura: CORE LOGIC (framework-agnostic, dá se volat i z FastAPI/HTML frontendu)
+             + GRADIO UI LAYER (jen volá CORE funkce, žádná business logika v UI kódu).
+Když budeš chtít přejít na vlastní HTML/JS frontend, stačí obalit CORE funkce
+do FastAPI endpointů (viz sekce "CORE LOGIC" níže) — nic se v nich měnit nemusí.
+"""
+
+import os
+import re
+import io
+import json
+import time
+import base64
+import sqlite3
+import secrets
+import hashlib
+import traceback
+from datetime import datetime, timedelta, timezone
+
+import gradio as gr
+import requests
+from PIL import Image
+
+# ---------------------------------------------------------------------------
+# VOLITELNÉ KNIHOVNY — nikdy nesmí spadnout celá appka, když chybí balíček
+# ---------------------------------------------------------------------------
+try:
+    import bcrypt
+    BCRYPT_OK = True
+except Exception:
+    BCRYPT_OK = False
+
+try:
+    import pytesseract
+    TESSERACT_OK = True
+except Exception:
+    TESSERACT_OK = False
+
+try:
+    from pdf2image import convert_from_bytes
+    PDF2IMAGE_OK = True
+except Exception:
+    PDF2IMAGE_OK = False
+
+try:
+    from groq import Groq
+    GROQ_SDK_OK = True
+except Exception:
+    GROQ_SDK_OK = False
+
+try:
+    import stripe
+    STRIPE_SDK_OK = True
+except Exception:
+    STRIPE_SDK_OK = False
+
+try:
+    from supabase import create_client
+    SUPABASE_SDK_OK = True
+except Exception:
+    SUPABASE_SDK_OK = False
+
+
+# ===========================================================================
+# KONFIGURACE
+# ===========================================================================
+HF_TOKEN = os.environ.get("HF_TOKEN", "")
+GROQ_API_KEY = os.environ.get("GROQ_API_KEY", "")
+SUPABASE_URL = os.environ.get("SUPABASE_URL", "")
+SUPABASE_KEY = os.environ.get("SUPABASE_KEY", "")
+GOOGLE_VISION_KEY = os.environ.get("GOOGLE_VISION_KEY", "")
+STRIPE_SECRET_KEY = os.environ.get("STRIPE_SECRET_KEY", "")
+STRIPE_PRICE_BASIC = os.environ.get("STRIPE_PRICE_BASIC", "")
+STRIPE_PRICE_PRO = os.environ.get("STRIPE_PRICE_PRO", "")
+STRIPE_PRICE_ENTERPRISE = os.environ.get("STRIPE_PRICE_ENTERPRISE", "")
+APP_URL = os.environ.get("APP_URL", "http://localhost:7860")
+
+MAX_FILE_SIZE_MB = 20
+MAX_FILE_SIZE_BYTES = MAX_FILE_SIZE_MB * 1024 * 1024
+
+PLAN_LIMITS = {
+    "free": 20,
+    "basic": 200,
+    "pro": 2000,
+    "enterprise": float("inf"),
+}
+
+PLAN_PRICE_IDS = {
+    "basic": STRIPE_PRICE_BASIC,
+    "pro": STRIPE_PRICE_PRO,
+    "enterprise": STRIPE_PRICE_ENTERPRISE,
+}
+
+if STRIPE_SDK_OK and STRIPE_SECRET_KEY:
+    try:
+        stripe.api_key = STRIPE_SECRET_KEY
+    except Exception:
+        pass
+
+# jednoduchý in-memory rate limiter: {key: [timestamps]}
+_RATE_LIMIT_STORE = {}
+
+
+def rate_limited(key: str, max_attempts: int = 5, window_seconds: int = 60) -> bool:
+    """Vrátí True pokud je klíč (email/IP) aktuálně rate-limitovaný.
+    Ochrana proti brute-force na login/signup/API endpointy."""
+    try:
+        now = time.time()
+        attempts = _RATE_LIMIT_STORE.get(key, [])
+        attempts = [t for t in attempts if now - t < window_seconds]
+        if len(attempts) >= max_attempts:
+            _RATE_LIMIT_STORE[key] = attempts
+            return True
+        attempts.append(now)
+        _RATE_LIMIT_STORE[key] = attempts
+        return False
+    except Exception:
+        return False  # radši nechat projít než appku spadnout
+
+
+# ===========================================================================
+# CORE LOGIC — DATABÁZOVÁ VRSTVA (Supabase primárně, SQLite fallback)
+# ===========================================================================
+class SQLiteDB:
+    """Fallback databáze, pokud chybí Supabase secrets. Data jsou ephemeral
+    (zmizí při restartu HF Space), ale appka díky tomu nikdy nespadne."""
+
+    def __init__(self, path="omniparse.db"):
+        self.path = path
+        self.conn = sqlite3.connect(self.path, check_same_thread=False)
+        self._init_schema()
+
+    def _init_schema(self):
+        c = self.conn.cursor()
+        c.execute(\"\"\"CREATE TABLE IF NOT EXISTS users (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            email TEXT UNIQUE NOT NULL,
+            name TEXT NOT NULL,
+            password TEXT NOT NULL,
+            plan TEXT NOT NULL DEFAULT 'free',
+            stripe_cid TEXT,
+            api_key TEXT,
+            created_at TEXT
+        )\"\"\")
+        c.execute(\"\"\"CREATE TABLE IF NOT EXISTS sessions (
+            token TEXT PRIMARY KEY,
+            user_id INTEGER NOT NULL,
+            expires_at TEXT NOT NULL
+        )\"\"\")
+        c.execute(\"\"\"CREATE TABLE IF NOT EXISTS invoices (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            user_id INTEGER NOT NULL,
+            filename TEXT,
+            vendor TEXT,
+            inv_number TEXT,
+            inv_date TEXT,
+            due_date TEXT,
+            amount REAL,
+            vat_amount REAL,
+            total REAL,
+            currency TEXT DEFAULT 'USD',
+            status TEXT DEFAULT 'done',
+            is_duplicate INTEGER DEFAULT 0,
+            confidence REAL,
+            raw_json TEXT,
+            created_at TEXT
+        )\"\"\")
+        self.conn.commit()
+
+    def create_user(self, email, name, password_hash, plan="free", api_key=None):
+        c = self.conn.cursor()
+        c.execute(
+            "INSERT INTO users (email, name, password, plan, api_key, created_at) VALUES (?,?,?,?,?,?)",
+            (email, name, password_hash, plan, api_key, datetime.now(timezone.utc).isoformat()),
+        )
+        self.conn.commit()
+        return c.lastrowid
+
+    def get_user_by_email(self, email):
+        c = self.conn.cursor()
+        c.execute("SELECT id,email,name,password,plan,stripe_cid,api_key FROM users WHERE email=?", (email,))
+        row = c.fetchone()
+        if not row:
+            return None
+        keys = ["id", "email", "name", "password", "plan", "stripe_cid", "api_key"]
+        return dict(zip(keys, row))
+
+    def get_user_by_id(self, user_id):
+        c = self.conn.cursor()
+        c.execute("SELECT id,email,name,password,plan,stripe_cid,api_key FROM users WHERE id=?", (user_id,))
+        row = c.fetchone()
+        if not row:
+            return None
+        keys = ["id", "email", "name", "password", "plan", "stripe_cid", "api_key"]
+        return dict(zip(keys, row))
+
+    def update_user_plan(self, user_id, plan, stripe_cid=None):
+        c = self.conn.cursor()
+        if stripe_cid:
+            c.execute("UPDATE users SET plan=?, stripe_cid=? WHERE id=?", (plan, stripe_cid, user_id))
+        else:
+            c.execute("UPDATE users SET plan=? WHERE id=?", (plan, user_id))
+        self.conn.commit()
+
+    def update_password(self, user_id, password_hash):
+        c = self.conn.cursor()
+        c.execute("UPDATE users SET password=? WHERE id=?", (password_hash, user_id))
+        self.conn.commit()
+
+    def delete_user(self, user_id):
+        c = self.conn.cursor()
+        c.execute("DELETE FROM users WHERE id=?", (user_id,))
+        c.execute("DELETE FROM sessions WHERE user_id=?", (user_id,))
+        c.execute("DELETE FROM invoices WHERE user_id=?", (user_id,))
+        self.conn.commit()
+
+    def create_session(self, token, user_id, expires_at):
+        c = self.conn.cursor()
+        c.execute("INSERT INTO sessions (token,user_id,expires_at) VALUES (?,?,?)", (token, user_id, expires_at))
+        self.conn.commit()
+
+    def get_session(self, token):
+        c = self.conn.cursor()
+        c.execute("SELECT token,user_id,expires_at FROM sessions WHERE token=?", (token,))
+        row = c.fetchone()
+        if not row:
+            return None
+        return {"token": row[0], "user_id": row[1], "expires_at": row[2]}
+
+    def delete_session(self, token):
+        c = self.conn.cursor()
+        c.execute("DELETE FROM sessions WHERE token=?", (token,))
+        self.conn.commit()
+
+    def save_invoice(self, user_id, data):
+        c = self.conn.cursor()
+        c.execute(\"\"\"INSERT INTO invoices
+            (user_id,filename,vendor,inv_number,inv_date,due_date,amount,vat_amount,total,currency,status,is_duplicate,confidence,raw_json,created_at)
+            VALUES (?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)\"\"\",
+            (user_id, data.get("filename"), data.get("vendor"), data.get("inv_number"),
+             data.get("inv_date"), data.get("due_date"), data.get("amount"), data.get("vat_amount"),
+             data.get("total"), data.get("currency", "USD"), data.get("status", "done"),
+             int(data.get("is_duplicate", False)), data.get("confidence"),
+             json.dumps(data.get("raw_json", {})), datetime.now(timezone.utc).isoformat()))
+        self.conn.commit()
+        return c.lastrowid
+
+    def get_invoices(self, user_id):
+        c = self.conn.cursor()
+        c.execute(\"\"\"SELECT id,filename,vendor,inv_number,inv_date,due_date,amount,vat_amount,total,
+            currency,status,is_duplicate,confidence,raw_json,created_at FROM invoices
+            WHERE user_id=? ORDER BY created_at DESC\"\"\", (user_id,))
+        rows = c.fetchall()
+        keys = ["id", "filename", "vendor", "inv_number", "inv_date", "due_date", "amount", "vat_amount",
+                "total", "currency", "status", "is_duplicate", "confidence", "raw_json", "created_at"]
+        return [dict(zip(keys, r)) for r in rows]
+
+    def delete_invoice(self, invoice_id, user_id):
+        c = self.conn.cursor()
+        c.execute("DELETE FROM invoices WHERE id=? AND user_id=?", (invoice_id, user_id))
+        self.conn.commit()
+
+    def count_invoices_this_month(self, user_id):
+        c = self.conn.cursor()
+        start = datetime.now(timezone.utc).replace(day=1, hour=0, minute=0, second=0, microsecond=0).isoformat()
+        c.execute("SELECT COUNT(*) FROM invoices WHERE user_id=? AND created_at>=?", (user_id, start))
+        return c.fetchone()[0]
+
+    def count_duplicate(self, user_id, vendor, total):
+        c = self.conn.cursor()
+        start = datetime.now(timezone.utc).replace(day=1, hour=0, minute=0, second=0, microsecond=0).isoformat()
+        c.execute(\"\"\"SELECT COUNT(*) FROM invoices WHERE user_id=? AND vendor=? AND ABS(total-?)<0.01
+            AND created_at>=?\"\"\", (user_id, vendor, total, start))
+        return c.fetchone()[0]
+
+
+class SupabaseDB:
+    \"\"\"Wrapper nad Supabase se stejným rozhraním jako SQLiteDB, aby zbytek
+    kódu vůbec nevěděl, která databáze běží pod kapotou.\"\"\"
+
+    def __init__(self, url, key):
+        self.client = create_client(url, key)
+
+    def create_user(self, email, name, password_hash, plan="free", api_key=None):
+        res = self.client.table("users").insert({
+            "email": email, "name": name, "password": password_hash,
+            "plan": plan, "api_key": api_key,
+        }).execute()
+        return res.data[0]["id"]
+
+    def get_user_by_email(self, email):
+        res = self.client.table("users").select("*").eq("email", email).execute()
+        return res.data[0] if res.data else None
+
+    def get_user_by_id(self, user_id):
+        res = self.client.table("users").select("*").eq("id", user_id).execute()
+        return res.data[0] if res.data else None
+
+    def update_user_plan(self, user_id, plan, stripe_cid=None):
+        payload = {"plan": plan}
+        if stripe_cid:
+            payload["stripe_cid"] = stripe_cid
+        self.client.table("users").update(payload).eq("id", user_id).execute()
+
+    def update_password(self, user_id, password_hash):
+        self.client.table("users").update({"password": password_hash}).eq("id", user_id).execute()
+
+    def delete_user(self, user_id):
+        self.client.table("invoices").delete().eq("user_id", user_id).execute()
+        self.client.table("sessions").delete().eq("user_id", user_id).execute()
+        self.client.table("users").delete().eq("id", user_id).execute()
+
+    def create_session(self, token, user_id, expires_at):
+        self.client.table("sessions").insert({
+            "token": token, "user_id": user_id, "expires_at": expires_at
+        }).execute()
+
+    def get_session(self, token):
+        res = self.client.table("sessions").select("*").eq("token", token).execute()
+        return res.data[0] if res.data else None
+
+    def delete_session(self, token):
+        self.client.table("sessions").delete().eq("token", token).execute()
+
+    def save_invoice(self, user_id, data):
+        payload = dict(data)
+        payload["user_id"] = user_id
+        payload["raw_json"] = json.dumps(payload.get("raw_json", {}))
+        res = self.client.table("invoices").insert(payload).execute()
+        return res.data[0]["id"]
+
+    def get_invoices(self, user_id):
+        res = self.client.table("invoices").select("*").eq("user_id", user_id).order("created_at", desc=True).execute()
+        return res.data
+
+    def delete_invoice(self, invoice_id, user_id):
+        self.client.table("invoices").delete().eq("id", invoice_id).eq("user_id", user_id).execute()
+
+    def count_invoices_this_month(self, user_id):
+        start = datetime.now(timezone.utc).replace(day=1, hour=0, minute=0, second=0, microsecond=0).isoformat()
+        res = self.client.table("invoices").select("id", count="exact").eq("user_id", user_id).gte("created_at", start).execute()
+        return res.count or 0
+
+    def count_duplicate(self, user_id, vendor, total):
+        start = datetime.now(timezone.utc).replace(day=1, hour=0, minute=0, second=0, microsecond=0).isoformat()
+        # Supabase nepodporuje ABS() přes REST snadno -> filtrujeme total v Pythonu
+        rows = self.client.table("invoices").select("total").eq("user_id", user_id).eq("vendor", vendor).gte("created_at", start).execute()
+        return sum(1 for r in rows.data if abs((r.get("total") or 0) - total) < 0.01)
+
+
+def init_db():
+    \"\"\"Vybere Supabase pokud jsou secrets nastavené a SDK je dostupné,
+    jinak spadne zpátky na SQLite. Appka nikdy nespadne na chybějícím secretu.\"\"\"
+    if SUPABASE_URL and SUPABASE_KEY and SUPABASE_SDK_OK:
+        try:
+            db = SupabaseDB(SUPABASE_URL, SUPABASE_KEY)
+            db.client.table("users").select("id").limit(1).execute()
+            print("[DB] Připojeno k Supabase.")
+            return db
+        except Exception as e:
+            print(f"[DB] Supabase selhalo ({e}), padám na SQLite fallback.")
+            return SQLiteDB()
+    print("[DB] Supabase není nakonfigurováno, používám SQLite.")
+    return SQLiteDB()
+
+
+DB = init_db()
+
+
+# ===========================================================================
+# CORE LOGIC — HESLA, AUTH, VALIDACE (server-side, nikdy jen client-side)
+# ===========================================================================
+def hash_password(password: str) -> str:
+    \"\"\"Bcrypt pokud je dostupný (moderní, doporučený), jinak PBKDF2-SHA256
+    se solí jako bezpečný fallback (rozhodně ne MD5/SHA1).\"\"\"
+    try:
+        if BCRYPT_OK:
+            return "bcrypt$" + bcrypt.hashpw(password.encode(), bcrypt.gensalt()).decode()
+        salt = secrets.token_hex(16)
+        digest = hashlib.pbkdf2_hmac("sha256", password.encode(), salt.encode(), 200_000).hex()
+        return f"pbkdf2${salt}${digest}"
+    except Exception:
+        salt = secrets.token_hex(16)
+        digest = hashlib.pbkdf2_hmac("sha256", password.encode(), salt.encode(), 200_000).hex()
+        return f"pbkdf2${salt}${digest}"
+
+
+def verify_password(password: str, stored_hash: str) -> bool:
+    try:
+        if stored_hash.startswith("bcrypt$") and BCRYPT_OK:
+            return bcrypt.checkpw(password.encode(), stored_hash[len("bcrypt$"):].encode())
+        if stored_hash.startswith("pbkdf2$"):
+            _, salt, digest = stored_hash.split("$")
+            check = hashlib.pbkdf2_hmac("sha256", password.encode(), salt.encode(), 200_000).hex()
+            return secrets.compare_digest(check, digest)
+        return False
+    except Exception:
+        return False
+
+
+def is_valid_email(email: str) -> bool:
+    return bool(re.match(r"^[^@\s]+@[^@\s]+\.[^@\s]+$", email or ""))
+
+
+def password_strength_ok(password: str) -> (bool, str):
+    if not password or len(password) < 8:
+        return False, "Heslo musí mít alespoň 8 znaků."
+    if not re.search(r"[A-Za-z]", password) or not re.search(r"[0-9]", password):
+        return False, "Heslo musí obsahovat písmena i čísla."
+    return True, ""
+
+
+def is_password_leaked(password: str) -> bool:
+    \"\"\"HaveIBeenPwned Pwned Passwords API — k-anonymity model, zdarma bez klíče.
+    Když je síť nedostupná, prostě kontrolu přeskočíme (fail-open, appka nespadne).\"\"\"
+    try:
+        sha1 = hashlib.sha1(password.encode()).hexdigest().upper()
+        prefix, suffix = sha1[:5], sha1[5:]
+        resp = requests.get(f"https://api.pwnedpasswords.com/range/{prefix}", timeout=4)
+        if resp.status_code == 200:
+            return any(line.split(":")[0] == suffix for line in resp.text.splitlines())
+        return False
+    except Exception:
+        return False
+
+
+def generate_api_key() -> str:
+    return "op_live_" + secrets.token_urlsafe(24)
+
+
+def create_session_token(user_id: int) -> str:
+    token = secrets.token_urlsafe(32)
+    expires = (datetime.now(timezone.utc) + timedelta(days=7)).isoformat()
+    try:
+        DB.create_session(token, user_id, expires)
+    except Exception as e:
+        print(f"[AUTH] Session se nepovedlo uložit: {e}")
+    return token
+
+
+def resolve_session(token: str):
+    \"\"\"Vrátí user dict pokud je token platný a nevypršel, jinak None.
+    Token žije v gr.State (server-side per-browser-tab paměť), NE v localStorage,
+    což řeší XSS riziko klasického 'token v localStorage' problému.\"\"\"
+    if not token:
+        return None
+    try:
+        sess = DB.get_session(token)
+        if not sess:
+            return None
+        expires = datetime.fromisoformat(sess["expires_at"])
+        if expires.tzinfo is None:
+            expires = expires.replace(tzinfo=timezone.utc)
+        if expires < datetime.now(timezone.utc):
+            DB.delete_session(token)
+            return None
+        return DB.get_user_by_id(sess["user_id"])
+    except Exception as e:
+        print(f"[AUTH] resolve_session chyba: {e}")
+        return None
+
+
+def signup(name, email, password, accepted_terms) -> (bool, str, str):
+    \"\"\"Vrací (success, message, session_token).\"\"\"
+    try:
+        email = (email or "").strip().lower()
+        name = (name or "").strip()
+        if rate_limited(f"signup:{email}", max_attempts=5, window_seconds=300):
+            return False, "Příliš mnoho pokusů o registraci. Zkus to za pár minut.", ""
+        if not name:
+            return False, "Vyplň prosím jméno.", ""
+        if not is_valid_email(email):
+            return False, "Zadej platný pracovní e-mail.", ""
+        if not accepted_terms:
+            return False, "Musíš souhlasit s Terms of Use a Privacy Policy.", ""
+        ok, msg = password_strength_ok(password)
+        if not ok:
+            return False, msg, ""
+        if is_password_leaked(password):
+            return False, "Toto heslo bylo nalezeno v uniklých databázích. Zvol jiné.", ""
+        if DB.get_user_by_email(email):
+            return False, "Účet s tímto e-mailem už existuje.", ""
+        pw_hash = hash_password(password)
+        api_key = generate_api_key()
+        user_id = DB.create_user(email, name, pw_hash, plan="free", api_key=api_key)
+        token = create_session_token(user_id)
+        return True, "Účet vytvořen!", token
+    except Exception as e:
+        traceback.print_exc()
+        return False, f"Chyba při registraci: {e}", ""
+
+
+def login(email, password) -> (bool, str, str):
+    try:
+        email = (email or "").strip().lower()
+        if rate_limited(f"login:{email}", max_attempts=8, window_seconds=300):
+            return False, "Příliš mnoho pokusů o přihlášení. Zkus to za pár minut.", ""
+        if not email or not password:
+            return False, "Vyplň e-mail i heslo.", ""
+        user = DB.get_user_by_email(email)
+        if not user or not verify_password(password, user["password"]):
+            return False, "Nesprávný e-mail nebo heslo.", ""
+        token = create_session_token(user["id"])
+        return True, "Přihlášení úspěšné!", token
+    except Exception as e:
+        traceback.print_exc()
+        return False, f"Chyba při přihlašování: {e}", ""
+
+
+def logout(token):
+    try:
+        if token:
+            DB.delete_session(token)
+    except Exception as e:
+        print(f"[AUTH] logout chyba: {e}")
+
+
+def bootstrap_demo_account():
+    try:
+        if not DB.get_user_by_email("demo@omniparse.ai"):
+            pw_hash = hash_password("demo1234")
+            api_key = generate_api_key()
+            DB.create_user("demo@omniparse.ai", "Demo User", pw_hash, plan="pro", api_key=api_key)
+            print("[DEMO] Demo účet vytvořen: demo@omniparse.ai / demo1234")
+    except Exception as e:
+        print(f"[DEMO] Nepovedlo se vytvořit demo účet: {e}")
+
+
+bootstrap_demo_account()
+
+
+# ===========================================================================
+# CORE LOGIC — AI PIPELINE (OCR -> LLM -> regex fallback)
+# ===========================================================================
+def ocr_google_vision(image_bytes: bytes) -> str:
+    if not GOOGLE_VISION_KEY:
+        return ""
+    try:
+        b64 = base64.b64encode(image_bytes).decode()
+        url = f"https://vision.googleapis.com/v1/images:annotate?key={GOOGLE_VISION_KEY}"
+        payload = {"requests": [{"image": {"content": b64}, "features": [{"type": "TEXT_DETECTION"}]}]}
+        resp = requests.post(url, json=payload, timeout=15)
+        data = resp.json()
+        return data["responses"][0].get("fullTextAnnotation", {}).get("text", "")
+    except Exception as e:
+        print(f"[OCR] Google Vision selhalo: {e}")
+        return ""
+
+
+def ocr_tesseract(image: Image.Image) -> str:
+    if not TESSERACT_OK:
+        return ""
+    try:
+        gray = image.convert("L")
+        return pytesseract.image_to_string(gray, lang="eng+ces")
+    except Exception:
+        try:
+            return pytesseract.image_to_string(image.convert("L"), lang="eng")
+        except Exception as e:
+            print(f"[OCR] Tesseract selhalo: {e}")
+            return ""
+
+
+def file_to_images(file_bytes: bytes, filename: str):
+    \"\"\"Vrátí list PIL Image objektů — z PDF všechny stránky, z obrázku jednu.\"\"\"
+    try:
+        ext = filename.lower().rsplit(".", 1)[-1] if "." in filename else ""
+        if ext == "pdf":
+            if not PDF2IMAGE_OK:
+                raise RuntimeError("pdf2image / poppler není dostupný na tomto Space.")
+            return convert_from_bytes(file_bytes, dpi=200)
+        img = Image.open(io.BytesIO(file_bytes))
+        img.load()
+        return [img]
+    except Exception as e:
+        print(f"[FILE] Nepodařilo se otevřít soubor {filename}: {e}")
+        return []
+
+
+def extract_text_from_images(images) -> str:
+    full_text = ""
+    for img in images[:5]:  # bezpečnostní limit — max 5 stránek na fakturu
+        buf = io.BytesIO()
+        img.convert("RGB").save(buf, format="JPEG", quality=85)
+        img_bytes = buf.getvalue()
+        text = ""
+        if GOOGLE_VISION_KEY:
+            text = ocr_google_vision(img_bytes)
+        if len(text.strip()) < 30:
+            text = ocr_tesseract(img)
+        full_text += text + "\n"
+    return full_text.strip()
+
+
+AI_SYSTEM_PROMPT = (
+    "You are an invoice data extraction engine. Extract structured data from the raw OCR text "
+    "of an invoice. Return ONLY valid JSON, no markdown, no explanation, with exactly these keys: "
+    'vendor (string), inv_number (string), inv_date (YYYY-MM-DD or empty string), '
+    'due_date (YYYY-MM-DD or empty string), amount (number, subtotal before tax), '
+    'vat_amount (number), total (number), currency (3-letter code like USD/EUR/CZK), '
+    'line_items (array of {description, quantity, unit_price, total}). '
+    "If a field cannot be found, use empty string or 0. Never invent data you cannot find."
+)
+
+
+def ai_extract_groq(ocr_text: str):
+    if not (GROQ_API_KEY and GROQ_SDK_OK):
+        return None
+    try:
+        client = Groq(api_key=GROQ_API_KEY)
+        resp = client.chat.completions.create(
+            model="llama-3.1-8b-instant",
+            messages=[
+                {"role": "system", "content": AI_SYSTEM_PROMPT},
+                {"role": "user", "content": ocr_text[:3000]},
+            ],
+            max_tokens=512,
+            temperature=0.05,
+            timeout=10,
+        )
+        content = resp.choices[0].message.content
+        content = re.sub(r"^```json|```$", "", content.strip(), flags=re.MULTILINE).strip()
+        return json.loads(content)
+    except Exception as e:
+        print(f"[AI] Groq selhalo: {e}")
+        return None
+
+
+def ai_extract_hf(ocr_text: str):
+    if not HF_TOKEN:
+        return None
+    try:
+        url = "https://api-inference.huggingface.co/models/mistralai/Mistral-7B-Instruct-v0.3"
+        headers = {"Authorization": f"Bearer {HF_TOKEN}"}
+        prompt = f"<s>[INST] {AI_SYSTEM_PROMPT}\\n\\n{ocr_text[:3000]} [/INST]"
+        payload = {"inputs": prompt, "parameters": {"max_new_tokens": 512, "temperature": 0.05, "return_full_text": False}}
+        resp = requests.post(url, headers=headers, json=payload, timeout=45)
+        if resp.status_code == 503:
+            time.sleep(25)
+            resp = requests.post(url, headers=headers, json=payload, timeout=45)
+        data = resp.json()
+        text = data[0]["generated_text"] if isinstance(data, list) else data.get("generated_text", "")
+        text = re.sub(r"^```json|```$", "", text.strip(), flags=re.MULTILINE).strip()
+        match = re.search(r"\\{.*\\}", text, re.DOTALL)
+        return json.loads(match.group(0)) if match else None
+    except Exception as e:
+        print(f"[AI] HF Inference selhalo: {e}")
+        return None
+
+
+def regex_extract(ocr_text: str):
+    try:
+        inv_number_m = re.search(r"(?:invoice|inv)[#:\\s]+([A-Z0-9\\-]{4,24})", ocr_text, re.I)
+        dates = re.findall(r"\\d{1,2}[\\/.-]\\d{1,2}[\\/.-]\\d{4}", ocr_text)
+        total_m = re.search(r"(?:total|amount due)[\\s:$]+([0-9,.\\.]+)", ocr_text, re.I)
+        vendor = next((l.strip() for l in ocr_text.splitlines() if l.strip()), "Unknown vendor")
+        total = 0.0
+        if total_m:
+            try:
+                total = float(total_m.group(1).replace(",", ""))
+            except Exception:
+                total = 0.0
+        return {
+            "vendor": vendor[:120],
+            "inv_number": inv_number_m.group(1) if inv_number_m else "",
+            "inv_date": dates[0] if dates else "",
+            "due_date": dates[1] if len(dates) > 1 else "",
+            "amount": total,
+            "vat_amount": 0.0,
+            "total": total,
+            "currency": "USD",
+            "line_items": [],
+        }
+    except Exception as e:
+        print(f"[AI] Regex fallback selhalo: {e}")
+        return {"vendor": "Unknown", "inv_number": "", "inv_date": "", "due_date": "",
+                "amount": 0, "vat_amount": 0, "total": 0, "currency": "USD", "line_items": []}
+
+
+def run_ai_pipeline(ocr_text: str):
+    if not ocr_text.strip():
+        data = regex_extract("")
+        data["_ai_source"] = "empty_ocr"
+        return data
+    data = ai_extract_groq(ocr_text)
+    if data:
+        data["_ai_source"] = "groq"
+        return data
+    data = ai_extract_hf(ocr_text)
+    if data:
+        data["_ai_source"] = "huggingface"
+        return data
+    data = regex_extract(ocr_text)
+    data["_ai_source"] = "regex_fallback"
+    return data
+
+
+def validate_invoice(data: dict) -> list:
+    \"\"\"Cross-field validace — vrací list textových warningů.\"\"\"
+    warnings = []
+    try:
+        amount = float(data.get("amount") or 0)
+        vat = float(data.get("vat_amount") or 0)
+        total = float(data.get("total") or 0)
+        if total > 0 and abs((amount + vat) - total) > 0.10:
+            warnings.append(f"Subtotal + DPH ({amount + vat:.2f}) neodpovídá total ({total:.2f}).")
+        if amount > 0 and vat / amount > 0.30:
+            warnings.append("DPH sazba vyšší než 30 % — zkontroluj ručně.")
+        inv_date, due_date = data.get("inv_date"), data.get("due_date")
+        if inv_date and due_date:
+            try:
+                d1 = datetime.fromisoformat(inv_date)
+                d2 = datetime.fromisoformat(due_date)
+                if d2 < d1:
+                    warnings.append("Splatnost je dřív než datum vystavení faktury.")
+            except Exception:
+                pass
+        if not data.get("vendor"):
+            warnings.append("Nepodařilo se rozpoznat dodavatele.")
+    except Exception as e:
+        warnings.append(f"Validace selhala: {e}")
+    return warnings
+
+
+def process_invoice_file(user, file_path, filename):
+    \"\"\"Kompletní pipeline pro jeden soubor. Vrací dict se všemi daty + warnings.\"\"\"
+    try:
+        with open(file_path, "rb") as f:
+            file_bytes = f.read()
+        if len(file_bytes) > MAX_FILE_SIZE_BYTES:
+            return {"error": f"Soubor {filename} přesahuje limit {MAX_FILE_SIZE_MB}MB."}
+
+        images = file_to_images(file_bytes, filename)
+        if not images:
+            return {"error": f"Nepodařilo se otevřít soubor {filename} (nepodporovaný formát nebo poškozený soubor)."}
+
+        ocr_text = extract_text_from_images(images)
+        extracted = run_ai_pipeline(ocr_text)
+
+        warnings = validate_invoice(extracted)
+        plan = user.get("plan", "free")
+
+        is_dup = False
+        if plan in ("pro", "enterprise") and extracted.get("vendor") and extracted.get("total"):
+            try:
+                dup_count = DB.count_duplicate(user["id"], extracted["vendor"], float(extracted["total"] or 0))
+                is_dup = dup_count > 0
+            except Exception as e:
+                print(f"[DUP] kontrola duplicit selhala: {e}")
+
+        status = "review" if warnings else "done"
+        if is_dup:
+            status = "duplicate"
+
+        record = {
+            "filename": filename,
+            "vendor": extracted.get("vendor", ""),
+            "inv_number": extracted.get("inv_number", ""),
+            "inv_date": extracted.get("inv_date", ""),
+            "due_date": extracted.get("due_date", ""),
+            "amount": float(extracted.get("amount") or 0),
+            "vat_amount": float(extracted.get("vat_amount") or 0),
+            "total": float(extracted.get("total") or 0),
+            "currency": extracted.get("currency", "USD"),
+            "status": status,
+            "is_duplicate": is_dup,
+            "confidence": 0.95 if extracted.get("_ai_source") in ("groq", "huggingface") else 0.55,
+            "raw_json": extracted,
+        }
+        DB.save_invoice(user["id"], record)
+        record["warnings"] = warnings
+        return record
+    except Exception as e:
+        traceback.print_exc()
+        return {"error": f"Zpracování {filename} selhalo: {e}"}
+
+
+# ===========================================================================
+# CORE LOGIC — AI CHAT AGENT (Pro+)
+# ===========================================================================
+def ai_chat_answer(user, question: str, history: list) -> str:
+    try:
+        if not question or not question.strip():
+            return "Napiš prosím otázku k tvým fakturám."
+        if user.get("plan") not in ("pro", "enterprise"):
+            return "AI Chat je dostupný od plánu Pro. Upgraduj v sekci ⚡ Upgrade."
+        invoices = DB.get_invoices(user["id"])[:200]
+        context_rows = [
+            f"- {inv.get('vendor')} | č.{inv.get('inv_number')} | {inv.get('inv_date')} | "
+            f"total {inv.get('total')} {inv.get('currency')} | status {inv.get('status')}"
+            for inv in invoices
+        ]
+        context = "\\n".join(context_rows) if context_rows else "Uživatel zatím nemá žádné faktury."
+        if GROQ_API_KEY and GROQ_SDK_OK:
+            client = Groq(api_key=GROQ_API_KEY)
+            resp = client.chat.completions.create(
+                model="llama-3.1-8b-instant",
+                messages=[
+                    {"role": "system", "content": "You are a helpful assistant answering questions about the user's invoices based ONLY on the data provided below. Be concise."},
+                    {"role": "user", "content": f"Invoices:\\n{context}\\n\\nQuestion: {question}"},
+                ],
+                max_tokens=400,
+                temperature=0.2,
+                timeout=15,
+            )
+            return resp.choices[0].message.content
+        return "AI chat momentálně není dostupný (chybí GROQ_API_KEY). Zkus to prosím později."
+    except Exception as e:
+        traceback.print_exc()
+        return f"Chyba AI chatu: {e}"
+
+
+# ===========================================================================
+# CORE LOGIC — STRIPE PLATBY (bez webhooků, polling)
+# ===========================================================================
+def create_checkout_url(user, plan: str) -> (bool, str):
+    try:
+        if not (STRIPE_SDK_OK and STRIPE_SECRET_KEY):
+            return False, f"Platby momentálně nejsou nastavené. Napiš prosím na support a domluvíme upgrade na {plan} ručně."
+        price_id = PLAN_PRICE_IDS.get(plan)
+        if not price_id:
+            return False, "Neplatný plán."
+        session = stripe.checkout.Session.create(
+            payment_method_types=["card"],
+            line_items=[{"price": price_id, "quantity": 1}],
+            mode="subscription",
+            success_url=f"{APP_URL}?checkout=success&session_id={{CHECKOUT_SESSION_ID}}",
+            cancel_url=f"{APP_URL}?checkout=cancel",
+            customer_email=user["email"],
+            metadata={"plan": plan, "user_id": str(user["id"])},
+        )
+        return True, session.url
+    except Exception as e:
+        traceback.print_exc()
+        return False, f"Chyba Stripe checkoutu: {e}"
+
+
+def poll_payment_status(session_id: str, user_id: int, max_attempts=12, delay=5) -> str:
+    if not (STRIPE_SDK_OK and STRIPE_SECRET_KEY):
+        return "Platby nejsou nakonfigurované."
+    try:
+        for _ in range(max_attempts):
+            session = stripe.checkout.Session.retrieve(session_id)
+            if session.payment_status == "paid":
+                plan = session.metadata.get("plan", "basic")
+                DB.update_user_plan(user_id, plan, stripe_cid=session.customer)
+                return f"✅ Upgradnuto na {plan}!"
+            time.sleep(delay)
+        return "⏳ Platba zatím nebyla potvrzena. Pokud jsi zaplatil/a, obnov stránku za chvíli."
+    except Exception as e:
+        traceback.print_exc()
+        return f"Chyba při ověřování platby: {e}"
+
+
+# ===========================================================================
+# CORE LOGIC — EXPORT
+# ===========================================================================
+def export_csv(user) -> str:
+    try:
+        invoices = DB.get_invoices(user["id"])
+        path = f"/tmp/export_{user['id']}_{int(time.time())}.csv"
+        import csv
+        with open(path, "w", newline="", encoding="utf-8") as f:
+            writer = csv.writer(f)
+            writer.writerow(["Vendor", "Invoice#", "Invoice Date", "Due Date", "Amount", "VAT", "Total", "Currency", "Status"])
+            for inv in invoices:
+                writer.writerow([inv.get("vendor"), inv.get("inv_number"), inv.get("inv_date"),
+                                  inv.get("due_date"), inv.get("amount"), inv.get("vat_amount"),
+                                  inv.get("total"), inv.get("currency"), inv.get("status")])
+        return path
+    except Exception as e:
+        traceback.print_exc()
+        raise gr.Error(f"Export CSV selhal: {e}")
+
+
+def export_json(user) -> str:
+    try:
+        invoices = DB.get_invoices(user["id"])
+        path = f"/tmp/export_{user['id']}_{int(time.time())}.json"
+        with open(path, "w", encoding="utf-8") as f:
+            json.dump(invoices, f, ensure_ascii=False, indent=2, default=str)
+        return path
+    except Exception as e:
+        traceback.print_exc()
+        raise gr.Error(f"Export JSON selhal: {e}")
+
+
+# ===========================================================================
+# GRADIO UI LAYER — od tohoto místa dolů JEN volání CORE funkcí
+# ===========================================================================
+CUSTOM_CSS = \"\"\"
+.gradio-container {max-width: 1200px !important; margin: auto;}
+.op-hero {text-align:center; padding: 40px 20px;}
+.op-card {border:1px solid #e5e7eb; border-radius:12px; padding:20px; background:white;}
+footer {visibility:hidden}
+\"\"\"
+
+LANDING_HTML = \"\"\"
+<div style="font-family:Inter,sans-serif;">
+  <div style="display:flex;justify-content:space-between;align-items:center;padding:16px 24px;border-bottom:1px solid #eee;">
+    <div style="font-size:22px;font-weight:800;">⚡ OmniParse AI</div>
+    <div style="color:#666;font-size:14px;">How it works · Features · Pricing · Legal</div>
+  </div>
+  <div class="op-hero">
+    <h1 style="font-size:42px;font-weight:800;margin-bottom:8px;">Invoice processing in seconds, not hours.</h1>
+    <p style="font-size:18px;color:#555;max-width:640px;margin:0 auto 20px;">
+      AI extracts vendor, dates, amounts and line items from any PDF or image.
+      Export to CSV, JSON or Excel. Connect via API.
+    </p>
+    <p style="color:#888;">99.2% accuracy · &lt;4s per invoice · 40+ formats</p>
+  </div>
+
+  <div class="op-card" style="margin:20px 0;">
+    <h2>How it works</h2>
+    <ol>
+      <li>Upload PDF or image invoice</li>
+      <li>AI extracts all data</li>
+      <li>Export wherever you need</li>
+    </ol>
+  </div>
+
+  <div class="op-card" style="margin:20px 0;">
+    <h2>Features</h2>
+    <ul>
+      <li>🔍 OCR + LLM — Tesseract + Groq Llama 3.1</li>
+      <li>🚫 Duplicate Detection — Pro+, catches double payments</li>
+      <li>🤖 AI Chat Agent — ask about your invoices in plain English</li>
+      <li>✅ Cross-field Validation — checks totals, dates, tax rates</li>
+      <li>👥 Human-in-the-loop — Enterprise, manual review of uncertain invoices</li>
+      <li>🔌 REST API — connect to your own ERP</li>
+    </ul>
+  </div>
+
+  <div class="op-card" style="margin:20px 0;">
+    <h2>FAQ</h2>
+    <p><b>Is my data safe?</b> Yes — stored in EU (Frankfurt), encrypted at rest, GDPR compliant.</p>
+    <p><b>Does it work on Czech invoices?</b> Yes, OCR supports Czech + English.</p>
+    <p><b>How do payments work?</b> Monthly subscription via Stripe, cancel anytime.</p>
+    <p><b>Can I cancel anytime?</b> Yes, no lock-in contracts.</p>
+    <p><b>Do I get a tax invoice?</b> Yes, automatically generated by Stripe after each payment.</p>
+  </div>
+
+  <div style="text-align:center;color:#999;padding:20px;border-top:1px solid #eee;">
+    © 2026 OmniParse AI — Terms · Privacy · Disclaimer (viz Legal tab)
+  </div>
+</div>
+\"\"\"
+
+LEGAL_TERMS = \"\"\"
+### Terms of Use
+OmniParse AI je nástroj pro automatickou extrakci dat z faktur pomocí AI. Používáním služby souhlasíš,
+že ji nebudeš zneužívat k nahrávání nelegálního obsahu, pokusům o přetížení systému (DoS) ani reverznímu
+inženýrství. Platby probíhají měsíčně přes Stripe, zrušení kdykoliv v sekci Profile. Neposkytujeme záruku
+100% přesnosti extrakce — viz Disclaimer.
+\"\"\"
+
+LEGAL_PRIVACY = \"\"\"
+### Privacy Policy / GDPR
+**Co sbíráme:** e-mail, jméno, nahrané faktury a z nich extrahovaná data.
+**Kde je to uloženo:** Supabase, EU region (Frankfurt).
+**Jak dlouho:** faktury 30 dní, účetní/fakturační záznamy 10 let (zákonná lhůta).
+**Tvá práva:** přístup k datům, výmaz (Profile → Delete account), přenositelnost dat (Export).
+**Cookies:** pouze technické (session), žádný marketingový tracking.
+\"\"\"
+
+LEGAL_DISCLAIMER = \"\"\"
+### Disclaimer
+AI extrakce není 100% přesná — vždy ověř data před zaúčtováním do tvého účetního systému.
+OmniParse nenese odpovědnost za chyby vzniklé nesprávnou AI extrakcí. Toto je nástroj usnadňující práci,
+nikoliv náhrada za kvalifikovaného účetního.
+\"\"\"
+
+
+def status_badge(status):
+    return {"done": "✅ Done", "review": "⚠️ Review", "duplicate": "🔴 Duplicate", "processing": "⟳ Processing"}.get(status, status)
+
+
+def invoices_to_dataframe(invoices):
+    rows = []
+    for inv in invoices:
+        rows.append([
+            inv.get("id"), inv.get("vendor"), inv.get("inv_number"), inv.get("inv_date"),
+            f"{inv.get('total', 0):.2f} {inv.get('currency', '')}", status_badge(inv.get("status")),
+        ])
+    return rows
+
+
+with gr.Blocks(css=CUSTOM_CSS, title="OmniParse AI") as demo:
+    session_token = gr.State("")  # server-side (NE localStorage) — viz resolve_session()
+    current_view = gr.State("landing")
+
+    # ---- VIEW CONTAINERS ----
+    with gr.Column(visible=True) as view_landing:
+        gr.HTML(LANDING_HTML)
+        with gr.Row():
+            btn_landing_start = gr.Button("Start Free — 20 invoices →", variant="primary")
+            btn_landing_login = gr.Button("Log In")
+            btn_landing_pricing = gr.Button("Pricing")
+            btn_landing_legal = gr.Button("Legal")
+
+    with gr.Column(visible=False) as view_pricing:
+        gr.Markdown("## Pricing")
+        with gr.Row():
+            with gr.Column():
+                gr.Markdown("### Free — $0/mo\\n- 20 invoices/mo\\n- CSV export\\n- 1 user")
+            with gr.Column():
+                gr.Markdown("### Basic — $29/mo\\n- 200 invoices/mo\\n- JSON+CSV+Excel export\\n- Multi-currency")
+            with gr.Column():
+                gr.Markdown("### Pro — $129/mo\\n- 2,000 invoices/mo\\n- REST API + AI Chat\\n- Duplicate detection\\n- 3 users")
+            with gr.Column():
+                gr.Markdown("### Enterprise — $499/mo\\n- Unlimited invoices\\n- Human-in-the-loop\\n- SLA 99.5%\\n- Unlimited users")
+        gr.Markdown("_Přihlaš se a v Dashboardu → ⚡ Upgrade vyber plán a zaplať kartou přes Stripe._")
+        btn_pricing_back = gr.Button("← Back")
+
+    with gr.Column(visible=False) as view_legal:
+        gr.Markdown("## Legal")
+        with gr.Tab("Terms of Use"):
+            gr.Markdown(LEGAL_TERMS)
+        with gr.Tab("Privacy Policy"):
+            gr.Markdown(LEGAL_PRIVACY)
+        with gr.Tab("Disclaimer"):
+            gr.Markdown(LEGAL_DISCLAIMER)
+        btn_legal_back = gr.Button("← Back")
+
+    with gr.Column(visible=False) as view_auth:
+        gr.Markdown("## Welcome to OmniParse AI")
+        with gr.Tab("Log In"):
+            login_email = gr.Textbox(label="Email")
+            login_password = gr.Textbox(label="Password", type="password")
+            login_btn = gr.Button("Log In", variant="primary")
+            login_msg = gr.Markdown()
+            gr.Markdown("_Demo účet: `demo@omniparse.ai` / `demo1234` (plán Pro)_")
+        with gr.Tab("Sign Up"):
+            signup_name = gr.Textbox(label="Full Name")
+            signup_email = gr.Textbox(label="Work Email")
+            signup_password = gr.Textbox(label="Password (min. 8 znaků)", type="password")
+            signup_terms = gr.Checkbox(label="Souhlasím s Terms of Use a Privacy Policy")
+            signup_btn = gr.Button("Sign Up", variant="primary")
+            signup_msg = gr.Markdown()
+        btn_auth_back = gr.Button("← Back to landing")
+
+    with gr.Column(visible=False) as view_dashboard:
+        with gr.Row():
+            gr.Markdown("## Dashboard")
+            btn_logout = gr.Button("🚪 Log Out", size="sm")
+        user_info_md = gr.Markdown()
+
+        with gr.Tab("📤 Upload"):
+            upload_files = gr.File(label="Nahraj faktury (PDF/JPG/PNG/TIFF, max 20MB/soubor)", file_count="multiple")
+            upload_btn = gr.Button("Zpracovat faktury", variant="primary")
+            upload_status = gr.Markdown()
+            upload_results = gr.Dataframe(headers=["ID", "Vendor", "Invoice#", "Date", "Total", "Status"], label="Výsledky")
+            upload_raw_json = gr.JSON(label="Raw AI output (poslední soubor)")
+
+        with gr.Tab("📋 My Invoices"):
+            refresh_invoices_btn = gr.Button("🔄 Obnovit")
+            invoices_table = gr.Dataframe(headers=["ID", "Vendor", "Invoice#", "Date", "Total", "Status"], label="Faktury")
+
+        with gr.Tab("🤖 AI Chat (Pro+)"):
+            chat_history = gr.Chatbot(label="Zeptej se na své faktury", type="messages")
+            chat_input = gr.Textbox(label="Otázka", placeholder="What's the total unpaid amount?")
+            chat_send = gr.Button("Odeslat")
+
+        with gr.Tab("📊 Export"):
+            gr.Markdown("CSV export je zdarma pro všechny. JSON od plánu Basic+.")
+            export_csv_btn = gr.Button("Export CSV")
+            export_csv_file = gr.File(label="Stáhnout CSV")
+            export_json_btn = gr.Button("Export JSON (Basic+)")
+            export_json_file = gr.File(label="Stáhnout JSON")
+            gr.Markdown("Excel export a Google Sheets sync: **Coming soon** 🚧")
+
+        with gr.Tab("⚡ Upgrade"):
+            plan_dropdown = gr.Dropdown(["basic", "pro", "enterprise"], label="Vyber plán", value="basic")
+            upgrade_btn = gr.Button("Přejít na platbu (Stripe)", variant="primary")
+            upgrade_link = gr.Markdown()
+            gr.Markdown("Test karta ve Stripe test mode: `4242 4242 4242 4242`, libovolné datum/CVC.")
+            checkout_session_input = gr.Textbox(label="Po zaplacení: vlož session_id z URL a klikni níže", visible=True)
+            confirm_payment_btn = gr.Button("Ověřit platbu")
+            payment_status_md = gr.Markdown()
+
+        with gr.Tab("🔌 API (Pro+)"):
+            api_key_display = gr.Markdown()
+            gr.Markdown(\"\"\"
+```bash
+curl -X POST https://tvuj-space.hf.space/api/extract \\\\
+  -H "Authorization: Bearer TVUJ_API_KLIC" \\\\
+  -F "file=@faktura.pdf"
+```
+_(REST endpoint pro přímé API volání se zapojí při přechodu na FastAPI backend — business logika je už připravená v `process_invoice_file()`.)_
+\"\"\")
+
+        with gr.Tab("👤 Profile"):
+            profile_info = gr.Markdown()
+            new_password = gr.Textbox(label="Nové heslo", type="password")
+            change_pw_btn = gr.Button("Změnit heslo")
+            change_pw_msg = gr.Markdown()
+            gr.Markdown("### ⚠️ Danger zone")
+            delete_confirm = gr.Checkbox(label="Ano, opravdu chci smazat účet a všechna data")
+            delete_btn = gr.Button("Smazat účet natrvalo", variant="stop")
+            delete_msg = gr.Markdown()
+
+    ALL_VIEWS = [view_landing, view_pricing, view_legal, view_auth, view_dashboard]
+
+    def switch_view(target):
+        return [gr.update(visible=(v == target)) for v in ["landing", "pricing", "legal", "auth", "dashboard"]]
+
+    # ---- NAVIGACE ----
+    btn_landing_start.click(lambda: switch_view("auth"), outputs=ALL_VIEWS)
+    btn_landing_login.click(lambda: switch_view("auth"), outputs=ALL_VIEWS)
+    btn_landing_pricing.click(lambda: switch_view("pricing"), outputs=ALL_VIEWS)
+    btn_landing_legal.click(lambda: switch_view("legal"), outputs=ALL_VIEWS)
+    btn_pricing_back.click(lambda: switch_view("landing"), outputs=ALL_VIEWS)
+    btn_legal_back.click(lambda: switch_view("landing"), outputs=ALL_VIEWS)
+    btn_auth_back.click(lambda: switch_view("landing"), outputs=ALL_VIEWS)
+
+    # ---- AUTH HANDLERY ----
+    def handle_signup(name, email, password, terms):
+        ok, msg, token = signup(name, email, password, terms)
+        if ok:
+            user = resolve_session(token)
+            info = f"✅ Přihlášen jako **{user['name']}** ({user['email']}) — plán **{user['plan']}**"
+            views = switch_view("dashboard")
+            return [msg, token, info] + views
+        views = switch_view("auth")
+        return [msg, "", ""] + views
+
+    signup_btn.click(
+        handle_signup,
+        inputs=[signup_name, signup_email, signup_password, signup_terms],
+        outputs=[signup_msg, session_token, user_info_md] + ALL_VIEWS,
+    )
+
+    def handle_login(email, password):
+        ok, msg, token = login(email, password)
+        if ok:
+            user = resolve_session(token)
+            info = f"✅ Přihlášen jako **{user['name']}** ({user['email']}) — plán **{user['plan']}**"
+            views = switch_view("dashboard")
+            return [msg, token, info] + views
+        views = switch_view("auth")
+        return [msg, "", ""] + views
+
+    login_btn.click(
+        handle_login,
+        inputs=[login_email, login_password],
+        outputs=[login_msg, session_token, user_info_md] + ALL_VIEWS,
+    )
+
+    def handle_logout(token):
+        logout(token)
+        views = switch_view("landing")
+        return [""] + views
+
+    btn_logout.click(handle_logout, inputs=[session_token], outputs=[session_token] + ALL_VIEWS)
+
+    # ---- UPLOAD ----
+    def handle_upload(token, files):
+        user = resolve_session(token)
+        if not user:
+            return "❌ Nejsi přihlášen/a. Přihlas se prosím znovu.", [], {}
+        if not files:
+            return "⚠️ Nevybral/a jsi žádný soubor.", [], {}
+        used = DB.count_invoices_this_month(user["id"])
+        limit = PLAN_LIMITS.get(user["plan"], 20)
+        if used >= limit:
+            return f"🔴 Vyčerpal/a jsi měsíční limit ({int(limit) if limit != float('inf') else '∞'} faktur). Upgraduj v sekci ⚡ Upgrade.", [], {}
+
+        results, last_json, errors = [], {}, []
+        for f in files:
+            if used >= limit:
+                errors.append(f"Limit dosažen, {os.path.basename(f.name)} přeskočen.")
+                break
+            record = process_invoice_file(user, f.name, os.path.basename(f.name))
+            if "error" in record:
+                errors.append(record["error"])
+                continue
+            used += 1
+            last_json = record.get("raw_json", {})
+            results.append([None, record["vendor"], record["inv_number"], record["inv_date"],
+                             f"{record['total']:.2f} {record['currency']}", status_badge(record["status"])])
+
+        msg = f"✅ Zpracováno {len(results)} faktur. Použito {used}/{int(limit) if limit != float('inf') else '∞'} tento měsíc."
+        if errors:
+            msg += "\\n\\n⚠️ Chyby:\\n" + "\\n".join(f"- {e}" for e in errors)
+        return msg, results, last_json
+
+    upload_btn.click(handle_upload, inputs=[session_token, upload_files],
+                      outputs=[upload_status, upload_results, upload_raw_json])
+
+    # ---- MY INVOICES ----
+    def handle_refresh_invoices(token):
+        user = resolve_session(token)
+        if not user:
+            return []
+        return invoices_to_dataframe(DB.get_invoices(user["id"]))
+
+    refresh_invoices_btn.click(handle_refresh_invoices, inputs=[session_token], outputs=[invoices_table])
+
+    # ---- AI CHAT ----
+    def handle_chat(token, message, history):
+        user = resolve_session(token)
+        if not user:
+            history = history or []
+            history.append({"role": "assistant", "content": "Nejsi přihlášen/a."})
+            return history, ""
+        answer = ai_chat_answer(user, message, history)
+        history = history or []
+        history.append({"role": "user", "content": message})
+        history.append({"role": "assistant", "content": answer})
+        return history, ""
+
+    chat_send.click(handle_chat, inputs=[session_token, chat_input, chat_history], outputs=[chat_history, chat_input])
+
+    # ---- EXPORT ----
+    def handle_export_csv(token):
+        user = resolve_session(token)
+        if not user:
+            raise gr.Error("Nejsi přihlášen/a.")
+        return export_csv(user)
+
+    export_csv_btn.click(handle_export_csv, inputs=[session_token], outputs=[export_csv_file])
+
+    def handle_export_json(token):
+        user = resolve_session(token)
+        if not user:
+            raise gr.Error("Nejsi přihlášen/a.")
+        if user["plan"] == "free":
+            raise gr.Error("JSON export je dostupný od plánu Basic. Upgraduj v sekci ⚡ Upgrade.")
+        return export_json(user)
+
+    export_json_btn.click(handle_export_json, inputs=[session_token], outputs=[export_json_file])
+
+    # ---- UPGRADE / STRIPE ----
+    def handle_upgrade(token, plan):
+        user = resolve_session(token)
+        if not user:
+            return "❌ Nejsi přihlášen/a."
+        ok, result = create_checkout_url(user, plan)
+        if ok:
+            return f"[Klikni pro dokončení platby ve Stripe →]({result})"
+        return f"⚠️ {result}"
+
+    upgrade_btn.click(handle_upgrade, inputs=[session_token, plan_dropdown], outputs=[upgrade_link])
+
+    def handle_confirm_payment(token, session_id):
+        user = resolve_session(token)
+        if not user:
+            return "❌ Nejsi přihlášen/a."
+        if not session_id:
+            return "Vlož prosím session_id z URL a klikni níže."
+        return poll_payment_status(session_id, user["id"])
+
+    confirm_payment_btn.click(handle_confirm_payment, inputs=[session_token, checkout_session_input], outputs=[payment_status_md])
+
+    # ---- API KEY DISPLAY ----
+    def handle_show_api_key(token):
+        user = resolve_session(token)
+        if not user:
+            return "Nejsi přihlášen/a."
+        if user["plan"] not in ("pro", "enterprise"):
+            return "🔒 API přístup je dostupný od plánu Pro. Upgraduj v sekci ⚡ Upgrade."
+        return f"**Tvůj API klíč:** `{user.get('api_key', 'N/A')}`\\n\\n⚠️ Nikdy ho nesdílej veřejně."
+
+    # ---- PROFILE ----
+    def handle_change_password(token, new_pw):
+        user = resolve_session(token)
+        if not user:
+            return "❌ Nejsi přihlášen/a."
+        ok, msg = password_strength_ok(new_pw)
+        if not ok:
+            return f"⚠️ {msg}"
+        if is_password_leaked(new_pw):
+            return "⚠️ Toto heslo bylo nalezeno v uniklých databázích. Zvol jiné."
+        try:
+            DB.update_password(user["id"], hash_password(new_pw))
+            return "✅ Heslo změněno."
+        except Exception as e:
+            return f"❌ Chyba: {e}"
+
+    change_pw_btn.click(handle_change_password, inputs=[session_token, new_password], outputs=[change_pw_msg])
+
+    def handle_delete_account(token, confirmed):
+        user = resolve_session(token)
+        if not user:
+            return "❌ Nejsi přihlášen/a.", token
+        if not confirmed:
+            return "⚠️ Zaškrtni prosím potvrzení.", token
+        try:
+            DB.delete_user(user["id"])
+            return "✅ Účet smazán. Sbohem!", ""
+        except Exception as e:
+            return f"❌ Chyba při mazání: {e}", token
+
+    delete_btn.click(handle_delete_account, inputs=[session_token, delete_confirm], outputs=[delete_msg, session_token])
+
+    # ---- Dashboard data loading ----
+    def on_dashboard_enter(token):
+        user = resolve_session(token)
+        if not user:
+            return "", "", []
+        profile = f"**Jméno:** {user['name']}\\n\\n**Email:** {user['email']}\\n\\n**Plán:** {user['plan']}"
+        api_txt = handle_show_api_key(token)
+        invoices = invoices_to_dataframe(DB.get_invoices(user["id"]))
+        return profile, api_txt, invoices
+
+    session_token.change(on_dashboard_enter, inputs=[session_token], outputs=[profile_info, api_key_display, invoices_table])
+
+
+if __name__ == "__main__":
+    try:
+        demo.queue(max_size=20).launch(server_name="0.0.0.0", server_port=7860)
+    except Exception as e:
+        print(f"[FATAL] Aplikace se nepodařila spustit: {e}")
+        traceback.print_exc()

index.html

@@ -0,0 +1,70 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>OmniParse AI — Invoice SaaS</title>
+    <script src="https://cdn.tailwindcss.com"></script>
+    <style>
+        body { font-family: 'Inter', sans-serif; background-color: #f9fafb; }
+        .hero-gradient { background: linear-gradient(135deg, #6366f1 0%, #a855f7 100%); }
+    </style>
+</head>
+<body>
+    <!-- Navbar -->
+    <nav class="bg-white border-b border-gray-200 px-6 py-4 flex justify-between items-center">
+        <div class="text-2xl font-extrabold text-indigo-600">⚡ OmniParse AI</div>
+        <div class="space-x-6 text-sm font-medium text-gray-600">
+            <a href="#" class="hover:text-indigo-600">Features</a>
+            <a href="#" class="hover:text-indigo-600">Pricing</a>
+            <button onclick="showLogin()" class="bg-indigo-600 text-white px-4 py-2 rounded-lg hover:bg-indigo-700 transition">Get Started</button>
+        </div>
+    </nav>
+
+    <!-- Hero Section -->
+    <header class="max-w-6xl mx-auto px-6 py-20 text-center">
+        <h1 class="text-5xl font-black text-gray-900 mb-6 leading-tight">
+            Invoice processing in <span class="text-indigo-600">seconds</span>, not hours.
+        </h1>
+        <p class="text-xl text-gray-600 max-w-2xl mx-auto mb-10">
+            AI-powered data extraction for B2B SaaS. Extract vendor details, dates, and line items with 99.2% accuracy.
+        </p>
+        <div class="flex justify-center space-x-4">
+            <button class="bg-indigo-600 text-white px-8 py-4 rounded-xl font-bold text-lg hover:bg-indigo-700 shadow-lg transition">Start Free Trial</button>
+            <button class="bg-white text-gray-900 border border-gray-300 px-8 py-4 rounded-xl font-bold text-lg hover:bg-gray-50 transition">View Demo</button>
+        </div>
+    </header>
+
+    <!-- Placeholder for Dashboard (Visible after login) -->
+    <div id="dashboard" class="hidden max-w-6xl mx-auto px-6 py-10">
+        <div class="bg-white rounded-2xl shadow-sm border border-gray-200 p-8">
+            <h2 class="text-2xl font-bold mb-6">Your Dashboard</h2>
+            <div class="grid grid-cols-3 gap-6 mb-8">
+                <div class="p-6 bg-indigo-50 rounded-xl border border-indigo-100">
+                    <p class="text-sm text-indigo-600 font-bold uppercase tracking-wider">Processed</p>
+                    <p class="text-3xl font-black text-indigo-900">128</p>
+                </div>
+                <div class="p-6 bg-green-50 rounded-xl border border-green-100">
+                    <p class="text-sm text-green-600 font-bold uppercase tracking-wider">Accuracy</p>
+                    <p class="text-3xl font-black text-green-900">99.2%</p>
+                </div>
+                <div class="p-6 bg-purple-50 rounded-xl border border-purple-100">
+                    <p class="text-sm text-purple-600 font-bold uppercase tracking-wider">Time Saved</p>
+                    <p class="text-3xl font-black text-purple-900">14.5h</p>
+                </div>
+            </div>
+            
+            <!-- Upload Area -->
+            <div class="border-2 border-dashed border-gray-300 rounded-2xl p-12 text-center hover:border-indigo-400 transition cursor-pointer">
+                <p class="text-gray-500 font-medium">Click or drag & drop invoices here (PDF, JPG, PNG)</p>
+            </div>
+        </div>
+    </div>
+
+    <script>
+        function showLogin() {
+            alert("This is the HTML UI skeleton. Business logic is currently running in the Gradio UI (app.py). Connect this frontend to main.py via Fetch API to activate.");
+        }
+    </script>
+</body>
+</html>

main.py

@@ -0,0 +1,82 @@
+\"\"\"
+OmniParse AI — FastAPI Backend (HTML UI Ready).
+Tento soubor slouží jako most mezi CORE logikou v app.py a budoucím HTML/JS frontendem.
+Všechny business funkce se importují z app.py.
+\"\"\"
+
+import os
+from fastapi import FastAPI, UploadFile, File, Header, HTTPException, Depends
+from fastapi.responses import JSONResponse
+from fastapi.middleware.cors import CORSMiddleware
+import app as core
+
+app = FastAPI(title="OmniParse AI API")
+
+# CORS pro HTML/JS frontend
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=["*"],
+    allow_methods=["*"],
+    allow_headers=["*"],
+)
+
+# --- AUTH ENDPOINTY ---
+
+@app.post("/api/auth/signup")
+async def api_signup(data: dict):
+    ok, msg, token = core.signup(data.get("name"), data.get("email"), data.get("password"), data.get("accepted_terms"))
+    if not ok:
+        raise HTTPException(status_code=400, detail=msg)
+    return {"message": msg, "token": token}
+
+@app.post("/api/auth/login")
+async def api_login(data: dict):
+    ok, msg, token = core.login(data.get("email"), data.get("password"))
+    if not ok:
+        raise HTTPException(status_code=401, detail=msg)
+    return {"message": msg, "token": token}
+
+# --- BUSINESS ENDPOINTY (vyžadují token nebo API klíč) ---
+
+async def get_current_user(authorization: str = Header(None)):
+    if not authorization:
+        raise HTTPException(status_code=401, detail="Missing Authorization header")
+    
+    token = authorization.replace("Bearer ", "")
+    
+    # Zkusíme session token (pro UI)
+    user = core.resolve_session(token)
+    if user:
+        return user
+        
+    # Zkusíme API klíč (pro externí integrace)
+    # Poznámka: v SQLiteDB/SupabaseDB by se musela přidat funkce get_user_by_api_key
+    # Pro demo účely budeme hledat v DB ručně
+    db_user = core.DB.get_user_by_email("demo@omniparse.ai") # Placeholder pro ukázku
+    if db_user and db_user.get("api_key") == token:
+        return db_user
+        
+    raise HTTPException(status_code=401, detail="Invalid token or API key")
+
+@app.post("/api/extract")
+async def api_extract(file: UploadFile = File(...), user: dict = Depends(get_current_user)):
+    # Uložíme dočasně soubor
+    temp_path = f"/tmp/{file.filename}"
+    with open(temp_path, "wb") as buffer:
+        buffer.write(await file.read())
+    
+    # Zavoláme CORE pipeline
+    result = core.process_invoice_file(user, temp_path, file.filename)
+    
+    if "error" in result:
+        raise HTTPException(status_code=500, detail=result["error"])
+        
+    return result
+
+@app.get("/api/invoices")
+async def api_get_invoices(user: dict = Depends(get_current_user)):
+    return core.DB.get_invoices(user["id"])
+
+if __name__ == "__main__":
+    import uvicorn
+    uvicorn.run(app, host="0.0.0.0", port=8000)

pasted_content.txt

@@ -0,0 +1,1316 @@
+"""
+OmniParse AI — kompletní B2B SaaS pro zpracování faktur.
+Architektura: CORE LOGIC (framework-agnostic, dá se volat i z FastAPI/HTML frontendu)
+             + GRADIO UI LAYER (jen volá CORE funkce, žádná business logika v UI kódu).
+Když budeš chtít přejít na vlastní HTML/JS frontend, stačí obalit CORE funkce
+do FastAPI endpointů (viz sekce "CORE LOGIC" níže) — nic se v nich měnit nemusí.
+"""
+
+import os
+import re
+import io
+import json
+import time
+import base64
+import sqlite3
+import secrets
+import hashlib
+import traceback
+from datetime import datetime, timedelta, timezone
+
+import gradio as gr
+import requests
+from PIL import Image
+
+# ---------------------------------------------------------------------------
+# VOLITELNÉ KNIHOVNY — nikdy nesmí spadnout celá appka, když chybí balíček
+# ---------------------------------------------------------------------------
+try:
+    import bcrypt
+    BCRYPT_OK = True
+except Exception:
+    BCRYPT_OK = False
+
+try:
+    import pytesseract
+    TESSERACT_OK = True
+except Exception:
+    TESSERACT_OK = False
+
+try:
+    from pdf2image import convert_from_bytes
+    PDF2IMAGE_OK = True
+except Exception:
+    PDF2IMAGE_OK = False
+
+try:
+    from groq import Groq
+    GROQ_SDK_OK = True
+except Exception:
+    GROQ_SDK_OK = False
+
+try:
+    import stripe
+    STRIPE_SDK_OK = True
+except Exception:
+    STRIPE_SDK_OK = False
+
+try:
+    from supabase import create_client
+    SUPABASE_SDK_OK = True
+except Exception:
+    SUPABASE_SDK_OK = False
+
+
+# ===========================================================================
+# KONFIGURACE
+# ===========================================================================
+HF_TOKEN = os.environ.get("HF_TOKEN", "")
+GROQ_API_KEY = os.environ.get("GROQ_API_KEY", "")
+SUPABASE_URL = os.environ.get("SUPABASE_URL", "")
+SUPABASE_KEY = os.environ.get("SUPABASE_KEY", "")
+GOOGLE_VISION_KEY = os.environ.get("GOOGLE_VISION_KEY", "")
+STRIPE_SECRET_KEY = os.environ.get("STRIPE_SECRET_KEY", "")
+STRIPE_PRICE_BASIC = os.environ.get("STRIPE_PRICE_BASIC", "")
+STRIPE_PRICE_PRO = os.environ.get("STRIPE_PRICE_PRO", "")
+STRIPE_PRICE_ENTERPRISE = os.environ.get("STRIPE_PRICE_ENTERPRISE", "")
+APP_URL = os.environ.get("APP_URL", "http://localhost:7860")
+
+MAX_FILE_SIZE_MB = 20
+MAX_FILE_SIZE_BYTES = MAX_FILE_SIZE_MB * 1024 * 1024
+
+PLAN_LIMITS = {
+    "free": 20,
+    "basic": 200,
+    "pro": 2000,
+    "enterprise": float("inf"),
+}
+
+PLAN_PRICE_IDS = {
+    "basic": STRIPE_PRICE_BASIC,
+    "pro": STRIPE_PRICE_PRO,
+    "enterprise": STRIPE_PRICE_ENTERPRISE,
+}
+
+if STRIPE_SDK_OK and STRIPE_SECRET_KEY:
+    try:
+        stripe.api_key = STRIPE_SECRET_KEY
+    except Exception:
+        pass
+
+# jednoduchý in-memory rate limiter: {key: [timestamps]}
+_RATE_LIMIT_STORE = {}
+
+
+def rate_limited(key: str, max_attempts: int = 5, window_seconds: int = 60) -> bool:
+    """Vrátí True pokud je klíč (email/IP) aktuálně rate-limitovaný.
+    Ochrana proti brute-force na login/signup/API endpointy."""
+    try:
+        now = time.time()
+        attempts = _RATE_LIMIT_STORE.get(key, [])
+        attempts = [t for t in attempts if now - t < window_seconds]
+        if len(attempts) >= max_attempts:
+            _RATE_LIMIT_STORE[key] = attempts
+            return True
+        attempts.append(now)
+        _RATE_LIMIT_STORE[key] = attempts
+        return False
+    except Exception:
+        return False  # radši nechat projít než appku spadnout
+
+
+# ===========================================================================
+# CORE LOGIC — DATABÁZOVÁ VRSTVA (Supabase primárně, SQLite fallback)
+# ===========================================================================
+class SQLiteDB:
+    """Fallback databáze, pokud chybí Supabase secrets. Data jsou ephemeral
+    (zmizí při restartu HF Space), ale appka díky tomu nikdy nespadne."""
+
+    def __init__(self, path="omniparse.db"):
+        self.path = path
+        self.conn = sqlite3.connect(self.path, check_same_thread=False)
+        self._init_schema()
+
+    def _init_schema(self):
+        c = self.conn.cursor()
+        c.execute("""CREATE TABLE IF NOT EXISTS users (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            email TEXT UNIQUE NOT NULL,
+            name TEXT NOT NULL,
+            password TEXT NOT NULL,
+            plan TEXT NOT NULL DEFAULT 'free',
+            stripe_cid TEXT,
+            api_key TEXT,
+            created_at TEXT
+        )""")
+        c.execute("""CREATE TABLE IF NOT EXISTS sessions (
+            token TEXT PRIMARY KEY,
+            user_id INTEGER NOT NULL,
+            expires_at TEXT NOT NULL
+        )""")
+        c.execute("""CREATE TABLE IF NOT EXISTS invoices (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            user_id INTEGER NOT NULL,
+            filename TEXT,
+            vendor TEXT,
+            inv_number TEXT,
+            inv_date TEXT,
+            due_date TEXT,
+            amount REAL,
+            vat_amount REAL,
+            total REAL,
+            currency TEXT DEFAULT 'USD',
+            status TEXT DEFAULT 'done',
+            is_duplicate INTEGER DEFAULT 0,
+            confidence REAL,
+            raw_json TEXT,
+            created_at TEXT
+        )""")
+        self.conn.commit()
+
+    def create_user(self, email, name, password_hash, plan="free", api_key=None):
+        c = self.conn.cursor()
+        c.execute(
+            "INSERT INTO users (email, name, password, plan, api_key, created_at) VALUES (?,?,?,?,?,?)",
+            (email, name, password_hash, plan, api_key, datetime.now(timezone.utc).isoformat()),
+        )
+        self.conn.commit()
+        return c.lastrowid
+
+    def get_user_by_email(self, email):
+        c = self.conn.cursor()
+        c.execute("SELECT id,email,name,password,plan,stripe_cid,api_key FROM users WHERE email=?", (email,))
+        row = c.fetchone()
+        if not row:
+            return None
+        keys = ["id", "email", "name", "password", "plan", "stripe_cid", "api_key"]
+        return dict(zip(keys, row))
+
+    def get_user_by_id(self, user_id):
+        c = self.conn.cursor()
+        c.execute("SELECT id,email,name,password,plan,stripe_cid,api_key FROM users WHERE id=?", (user_id,))
+        row = c.fetchone()
+        if not row:
+            return None
+        keys = ["id", "email", "name", "password", "plan", "stripe_cid", "api_key"]
+        return dict(zip(keys, row))
+
+    def update_user_plan(self, user_id, plan, stripe_cid=None):
+        c = self.conn.cursor()
+        if stripe_cid:
+            c.execute("UPDATE users SET plan=?, stripe_cid=? WHERE id=?", (plan, stripe_cid, user_id))
+        else:
+            c.execute("UPDATE users SET plan=? WHERE id=?", (plan, user_id))
+        self.conn.commit()
+
+    def update_password(self, user_id, password_hash):
+        c = self.conn.cursor()
+        c.execute("UPDATE users SET password=? WHERE id=?", (password_hash, user_id))
+        self.conn.commit()
+
+    def delete_user(self, user_id):
+        c = self.conn.cursor()
+        c.execute("DELETE FROM users WHERE id=?", (user_id,))
+        c.execute("DELETE FROM sessions WHERE user_id=?", (user_id,))
+        c.execute("DELETE FROM invoices WHERE user_id=?", (user_id,))
+        self.conn.commit()
+
+    def create_session(self, token, user_id, expires_at):
+        c = self.conn.cursor()
+        c.execute("INSERT INTO sessions (token,user_id,expires_at) VALUES (?,?,?)", (token, user_id, expires_at))
+        self.conn.commit()
+
+    def get_session(self, token):
+        c = self.conn.cursor()
+        c.execute("SELECT token,user_id,expires_at FROM sessions WHERE token=?", (token,))
+        row = c.fetchone()
+        if not row:
+            return None
+        return {"token": row[0], "user_id": row[1], "expires_at": row[2]}
+
+    def delete_session(self, token):
+        c = self.conn.cursor()
+        c.execute("DELETE FROM sessions WHERE token=?", (token,))
+        self.conn.commit()
+
+    def save_invoice(self, user_id, data):
+        c = self.conn.cursor()
+        c.execute("""INSERT INTO invoices
+            (user_id,filename,vendor,inv_number,inv_date,due_date,amount,vat_amount,total,currency,status,is_duplicate,confidence,raw_json,created_at)
+            VALUES (?,?,?,?,?,?,?,?,?,?,?,?,?,?,?)""",
+            (user_id, data.get("filename"), data.get("vendor"), data.get("inv_number"),
+             data.get("inv_date"), data.get("due_date"), data.get("amount"), data.get("vat_amount"),
+             data.get("total"), data.get("currency", "USD"), data.get("status", "done"),
+             int(data.get("is_duplicate", False)), data.get("confidence"),
+             json.dumps(data.get("raw_json", {})), datetime.now(timezone.utc).isoformat()))
+        self.conn.commit()
+        return c.lastrowid
+
+    def get_invoices(self, user_id):
+        c = self.conn.cursor()
+        c.execute("""SELECT id,filename,vendor,inv_number,inv_date,due_date,amount,vat_amount,total,
+            currency,status,is_duplicate,confidence,raw_json,created_at FROM invoices
+            WHERE user_id=? ORDER BY created_at DESC""", (user_id,))
+        rows = c.fetchall()
+        keys = ["id", "filename", "vendor", "inv_number", "inv_date", "due_date", "amount", "vat_amount",
+                "total", "currency", "status", "is_duplicate", "confidence", "raw_json", "created_at"]
+        return [dict(zip(keys, r)) for r in rows]
+
+    def delete_invoice(self, invoice_id, user_id):
+        c = self.conn.cursor()
+        c.execute("DELETE FROM invoices WHERE id=? AND user_id=?", (invoice_id, user_id))
+        self.conn.commit()
+
+    def count_invoices_this_month(self, user_id):
+        c = self.conn.cursor()
+        start = datetime.now(timezone.utc).replace(day=1, hour=0, minute=0, second=0, microsecond=0).isoformat()
+        c.execute("SELECT COUNT(*) FROM invoices WHERE user_id=? AND created_at>=?", (user_id, start))
+        return c.fetchone()[0]
+
+    def count_duplicate(self, user_id, vendor, total):
+        c = self.conn.cursor()
+        start = datetime.now(timezone.utc).replace(day=1, hour=0, minute=0, second=0, microsecond=0).isoformat()
+        c.execute("""SELECT COUNT(*) FROM invoices WHERE user_id=? AND vendor=? AND ABS(total-?)<0.01
+            AND created_at>=?""", (user_id, vendor, total, start))
+        return c.fetchone()[0]
+
+
+class SupabaseDB:
+    """Wrapper nad Supabase se stejným rozhraním jako SQLiteDB, aby zbytek
+    kódu vůbec nevěděl, která databáze běží pod kapotou."""
+
+    def __init__(self, url, key):
+        self.client = create_client(url, key)
+
+    def create_user(self, email, name, password_hash, plan="free", api_key=None):
+        res = self.client.table("users").insert({
+            "email": email, "name": name, "password": password_hash,
+            "plan": plan, "api_key": api_key,
+        }).execute()
+        return res.data[0]["id"]
+
+    def get_user_by_email(self, email):
+        res = self.client.table("users").select("*").eq("email", email).execute()
+        return res.data[0] if res.data else None
+
+    def get_user_by_id(self, user_id):
+        res = self.client.table("users").select("*").eq("id", user_id).execute()
+        return res.data[0] if res.data else None
+
+    def update_user_plan(self, user_id, plan, stripe_cid=None):
+        payload = {"plan": plan}
+        if stripe_cid:
+            payload["stripe_cid"] = stripe_cid
+        self.client.table("users").update(payload).eq("id", user_id).execute()
+
+    def update_password(self, user_id, password_hash):
+        self.client.table("users").update({"password": password_hash}).eq("id", user_id).execute()
+
+    def delete_user(self, user_id):
+        self.client.table("invoices").delete().eq("user_id", user_id).execute()
+        self.client.table("sessions").delete().eq("user_id", user_id).execute()
+        self.client.table("users").delete().eq("id", user_id).execute()
+
+    def create_session(self, token, user_id, expires_at):
+        self.client.table("sessions").insert({
+            "token": token, "user_id": user_id, "expires_at": expires_at
+        }).execute()
+
+    def get_session(self, token):
+        res = self.client.table("sessions").select("*").eq("token", token).execute()
+        return res.data[0] if res.data else None
+
+    def delete_session(self, token):
+        self.client.table("sessions").delete().eq("token", token).execute()
+
+    def save_invoice(self, user_id, data):
+        payload = dict(data)
+        payload["user_id"] = user_id
+        payload["raw_json"] = json.dumps(payload.get("raw_json", {}))
+        res = self.client.table("invoices").insert(payload).execute()
+        return res.data[0]["id"]
+
+    def get_invoices(self, user_id):
+        res = self.client.table("invoices").select("*").eq("user_id", user_id).order("created_at", desc=True).execute()
+        return res.data
+
+    def delete_invoice(self, invoice_id, user_id):
+        self.client.table("invoices").delete().eq("id", invoice_id).eq("user_id", user_id).execute()
+
+    def count_invoices_this_month(self, user_id):
+        start = datetime.now(timezone.utc).replace(day=1, hour=0, minute=0, second=0, microsecond=0).isoformat()
+        res = self.client.table("invoices").select("id", count="exact").eq("user_id", user_id).gte("created_at", start).execute()
+        return res.count or 0
+
+    def count_duplicate(self, user_id, vendor, total):
+        start = datetime.now(timezone.utc).replace(day=1, hour=0, minute=0, second=0, microsecond=0).isoformat()
+        res = self.client.table("invoices").select("id", count="exact").eq("user_id", user_id).eq("vendor", vendor).gte("created_at", start).execute()
+        # Supabase nepodporuje ABS() přes REST snadno -> filtrujeme total v Pythonu
+        rows = self.client.table("invoices").select("total").eq("user_id", user_id).eq("vendor", vendor).gte("created_at", start).execute()
+        return sum(1 for r in rows.data if abs((r.get("total") or 0) - total) < 0.01)
+
+
+def init_db():
+    """Vybere Supabase pokud jsou secrets nastavené a SDK je dostupné,
+    jinak spadne zpátky na SQLite. Appka nikdy nespadne na chybějícím secretu."""
+    if SUPABASE_URL and SUPABASE_KEY and SUPABASE_SDK_OK:
+        try:
+            db = SupabaseDB(SUPABASE_URL, SUPABASE_KEY)
+            db.client.table("users").select("id").limit(1).execute()
+            print("[DB] Připojeno k Supabase.")
+            return db
+        except Exception as e:
+            print(f"[DB] Supabase selhalo ({e}), padám na SQLite fallback.")
+            return SQLiteDB()
+    print("[DB] Supabase secrets nenalezeny, používám SQLite fallback (data jsou dočasná).")
+    return SQLiteDB()
+
+
+DB = init_db()
+
+
+# ===========================================================================
+# CORE LOGIC — HESLA, AUTH, VALIDACE (server-side, nikdy jen client-side)
+# ===========================================================================
+def hash_password(password: str) -> str:
+    """Bcrypt pokud je dostupný (moderní, doporučený), jinak PBKDF2-SHA256
+    se solí jako bezpečný fallback (rozhodně ne MD5/SHA1)."""
+    try:
+        if BCRYPT_OK:
+            return "bcrypt$" + bcrypt.hashpw(password.encode(), bcrypt.gensalt()).decode()
+        salt = secrets.token_hex(16)
+        digest = hashlib.pbkdf2_hmac("sha256", password.encode(), salt.encode(), 200_000).hex()
+        return f"pbkdf2${salt}${digest}"
+    except Exception:
+        salt = secrets.token_hex(16)
+        digest = hashlib.pbkdf2_hmac("sha256", password.encode(), salt.encode(), 200_000).hex()
+        return f"pbkdf2${salt}${digest}"
+
+
+def verify_password(password: str, stored_hash: str) -> bool:
+    try:
+        if stored_hash.startswith("bcrypt$") and BCRYPT_OK:
+            return bcrypt.checkpw(password.encode(), stored_hash[len("bcrypt$"):].encode())
+        if stored_hash.startswith("pbkdf2$"):
+            _, salt, digest = stored_hash.split("$")
+            check = hashlib.pbkdf2_hmac("sha256", password.encode(), salt.encode(), 200_000).hex()
+            return secrets.compare_digest(check, digest)
+        return False
+    except Exception:
+        return False
+
+
+def is_valid_email(email: str) -> bool:
+    return bool(re.match(r"^[^@\s]+@[^@\s]+\.[^@\s]+$", email or ""))
+
+
+def password_strength_ok(password: str) -> (bool, str):
+    if not password or len(password) < 8:
+        return False, "Heslo musí mít alespoň 8 znaků."
+    if not re.search(r"[A-Za-z]", password) or not re.search(r"[0-9]", password):
+        return False, "Heslo musí obsahovat písmena i čísla."
+    return True, ""
+
+
+def is_password_leaked(password: str) -> bool:
+    """HaveIBeenPwned Pwned Passwords API — k-anonymity model, zdarma bez klíče.
+    Když je síť nedostupná, prostě kontrolu přeskočíme (fail-open, appka nespadne)."""
+    try:
+        sha1 = hashlib.sha1(password.encode()).hexdigest().upper()
+        prefix, suffix = sha1[:5], sha1[5:]
+        resp = requests.get(f"https://api.pwnedpasswords.com/range/{prefix}", timeout=4)
+        if resp.status_code == 200:
+            return any(line.split(":")[0] == suffix for line in resp.text.splitlines())
+        return False
+    except Exception:
+        return False
+
+
+def generate_api_key() -> str:
+    return "op_live_" + secrets.token_urlsafe(24)
+
+
+def create_session_token(user_id: int) -> str:
+    token = secrets.token_urlsafe(32)
+    expires = (datetime.now(timezone.utc) + timedelta(days=7)).isoformat()
+    try:
+        DB.create_session(token, user_id, expires)
+    except Exception as e:
+        print(f"[AUTH] Session se nepovedlo uložit: {e}")
+    return token
+
+
+def resolve_session(token: str):
+    """Vrátí user dict pokud je token platný a nevypršel, jinak None.
+    Token žije v gr.State (server-side per-browser-tab paměť), NE v localStorage,
+    což řeší XSS riziko klasického 'token v localStorage' problému."""
+    if not token:
+        return None
+    try:
+        sess = DB.get_session(token)
+        if not sess:
+            return None
+        expires = datetime.fromisoformat(sess["expires_at"])
+        if expires.tzinfo is None:
+            expires = expires.replace(tzinfo=timezone.utc)
+        if expires < datetime.now(timezone.utc):
+            DB.delete_session(token)
+            return None
+        return DB.get_user_by_id(sess["user_id"])
+    except Exception as e:
+        print(f"[AUTH] resolve_session chyba: {e}")
+        return None
+
+
+def signup(name, email, password, accepted_terms) -> (bool, str, str):
+    """Vrací (success, message, session_token)."""
+    try:
+        email = (email or "").strip().lower()
+        name = (name or "").strip()
+        if rate_limited(f"signup:{email}", max_attempts=5, window_seconds=300):
+            return False, "Příliš mnoho pokusů o registraci. Zkus to za pár minut.", ""
+        if not name:
+            return False, "Vyplň prosím jméno.", ""
+        if not is_valid_email(email):
+            return False, "Zadej platný pracovní e-mail.", ""
+        if not accepted_terms:
+            return False, "Musíš souhlasit s Terms of Use a Privacy Policy.", ""
+        ok, msg = password_strength_ok(password)
+        if not ok:
+            return False, msg, ""
+        if is_password_leaked(password):
+            return False, "Toto heslo bylo nalezeno v uniklých databázích. Zvol jiné.", ""
+        if DB.get_user_by_email(email):
+            return False, "Účet s tímto e-mailem už existuje.", ""
+        pw_hash = hash_password(password)
+        api_key = generate_api_key()
+        user_id = DB.create_user(email, name, pw_hash, plan="free", api_key=api_key)
+        token = create_session_token(user_id)
+        return True, "Účet vytvořen!", token
+    except Exception as e:
+        traceback.print_exc()
+        return False, f"Chyba při registraci: {e}", ""
+
+
+def login(email, password) -> (bool, str, str):
+    try:
+        email = (email or "").strip().lower()
+        if rate_limited(f"login:{email}", max_attempts=8, window_seconds=300):
+            return False, "Příliš mnoho pokusů o přihlášení. Zkus to za pár minut.", ""
+        if not email or not password:
+            return False, "Vyplň e-mail i heslo.", ""
+        user = DB.get_user_by_email(email)
+        if not user or not verify_password(password, user["password"]):
+            return False, "Nesprávný e-mail nebo heslo.", ""
+        token = create_session_token(user["id"])
+        return True, "Přihlášení úspěšné!", token
+    except Exception as e:
+        traceback.print_exc()
+        return False, f"Chyba při přihlašování: {e}", ""
+
+
+def logout(token):
+    try:
+        if token:
+            DB.delete_session(token)
+    except Exception as e:
+        print(f"[AUTH] logout chyba: {e}")
+
+
+def bootstrap_demo_account():
+    try:
+        if not DB.get_user_by_email("demo@omniparse.ai"):
+            pw_hash = hash_password("demo1234")
+            api_key = generate_api_key()
+            DB.create_user("demo@omniparse.ai", "Demo User", pw_hash, plan="pro", api_key=api_key)
+            print("[DEMO] Demo účet vytvořen: demo@omniparse.ai / demo1234")
+    except Exception as e:
+        print(f"[DEMO] Nepovedlo se vytvořit demo účet: {e}")
+
+
+bootstrap_demo_account()
+
+
+# ===========================================================================
+# CORE LOGIC — AI PIPELINE (OCR -> LLM -> regex fallback)
+# ===========================================================================
+def ocr_google_vision(image_bytes: bytes) -> str:
+    if not GOOGLE_VISION_KEY:
+        return ""
+    try:
+        b64 = base64.b64encode(image_bytes).decode()
+        url = f"https://vision.googleapis.com/v1/images:annotate?key={GOOGLE_VISION_KEY}"
+        payload = {"requests": [{"image": {"content": b64}, "features": [{"type": "TEXT_DETECTION"}]}]}
+        resp = requests.post(url, json=payload, timeout=15)
+        data = resp.json()
+        return data["responses"][0].get("fullTextAnnotation", {}).get("text", "")
+    except Exception as e:
+        print(f"[OCR] Google Vision selhalo: {e}")
+        return ""
+
+
+def ocr_tesseract(image: Image.Image) -> str:
+    if not TESSERACT_OK:
+        return ""
+    try:
+        gray = image.convert("L")
+        return pytesseract.image_to_string(gray, lang="eng+ces")
+    except Exception:
+        try:
+            return pytesseract.image_to_string(image.convert("L"), lang="eng")
+        except Exception as e:
+            print(f"[OCR] Tesseract selhalo: {e}")
+            return ""
+
+
+def file_to_images(file_bytes: bytes, filename: str):
+    """Vrátí list PIL Image objektů — z PDF všechny stránky, z obrázku jednu."""
+    try:
+        ext = filename.lower().rsplit(".", 1)[-1] if "." in filename else ""
+        if ext == "pdf":
+            if not PDF2IMAGE_OK:
+                raise RuntimeError("pdf2image / poppler není dostupný na tomto Space.")
+            return convert_from_bytes(file_bytes, dpi=200)
+        img = Image.open(io.BytesIO(file_bytes))
+        img.load()
+        return [img]
+    except Exception as e:
+        print(f"[FILE] Nepodařilo se otevřít soubor {filename}: {e}")
+        return []
+
+
+def extract_text_from_images(images) -> str:
+    full_text = ""
+    for img in images[:5]:  # bezpečnostní limit — max 5 stránek na fakturu
+        buf = io.BytesIO()
+        img.convert("RGB").save(buf, format="JPEG", quality=85)
+        img_bytes = buf.getvalue()
+        text = ""
+        if GOOGLE_VISION_KEY:
+            text = ocr_google_vision(img_bytes)
+        if len(text.strip()) < 30:
+            text = ocr_tesseract(img)
+        full_text += text + "\n"
+    return full_text.strip()
+
+
+AI_SYSTEM_PROMPT = (
+    "You are an invoice data extraction engine. Extract structured data from the raw OCR text "
+    "of an invoice. Return ONLY valid JSON, no markdown, no explanation, with exactly these keys: "
+    'vendor (string), inv_number (string), inv_date (YYYY-MM-DD or empty string), '
+    'due_date (YYYY-MM-DD or empty string), amount (number, subtotal before tax), '
+    'vat_amount (number), total (number), currency (3-letter code like USD/EUR/CZK), '
+    'line_items (array of {description, quantity, unit_price, total}). '
+    "If a field cannot be found, use empty string or 0. Never invent data you cannot find."
+)
+
+
+def ai_extract_groq(ocr_text: str):
+    if not (GROQ_API_KEY and GROQ_SDK_OK):
+        return None
+    try:
+        client = Groq(api_key=GROQ_API_KEY)
+        resp = client.chat.completions.create(
+            model="llama-3.1-8b-instant",
+            messages=[
+                {"role": "system", "content": AI_SYSTEM_PROMPT},
+                {"role": "user", "content": ocr_text[:3000]},
+            ],
+            max_tokens=512,
+            temperature=0.05,
+            timeout=10,
+        )
+        content = resp.choices[0].message.content
+        content = re.sub(r"^```json|```$", "", content.strip(), flags=re.MULTILINE).strip()
+        return json.loads(content)
+    except Exception as e:
+        print(f"[AI] Groq selhalo: {e}")
+        return None
+
+
+def ai_extract_hf(ocr_text: str):
+    if not HF_TOKEN:
+        return None
+    try:
+        url = "https://api-inference.huggingface.co/models/mistralai/Mistral-7B-Instruct-v0.3"
+        headers = {"Authorization": f"Bearer {HF_TOKEN}"}
+        prompt = f"<s>[INST] {AI_SYSTEM_PROMPT}\n\n{ocr_text[:3000]} [/INST]"
+        payload = {"inputs": prompt, "parameters": {"max_new_tokens": 512, "temperature": 0.05, "return_full_text": False}}
+        resp = requests.post(url, headers=headers, json=payload, timeout=45)
+        if resp.status_code == 503:
+            time.sleep(25)
+            resp = requests.post(url, headers=headers, json=payload, timeout=45)
+        data = resp.json()
+        text = data[0]["generated_text"] if isinstance(data, list) else data.get("generated_text", "")
+        text = re.sub(r"^```json|```$", "", text.strip(), flags=re.MULTILINE).strip()
+        match = re.search(r"\{.*\}", text, re.DOTALL)
+        return json.loads(match.group(0)) if match else None
+    except Exception as e:
+        print(f"[AI] HF Inference selhalo: {e}")
+        return None
+
+
+def regex_extract(ocr_text: str):
+    try:
+        inv_number_m = re.search(r"(?:invoice|inv)[#:\s]+([A-Z0-9\-]{4,24})", ocr_text, re.I)
+        dates = re.findall(r"\d{1,2}[\/.\-]\d{1,2}[\/.\-]\d{4}", ocr_text)
+        total_m = re.search(r"(?:total|amount due)[\s:$]+([0-9,\.]+)", ocr_text, re.I)
+        vendor = next((l.strip() for l in ocr_text.splitlines() if l.strip()), "Unknown vendor")
+        total = 0.0
+        if total_m:
+            try:
+                total = float(total_m.group(1).replace(",", ""))
+            except Exception:
+                total = 0.0
+        return {
+            "vendor": vendor[:120],
+            "inv_number": inv_number_m.group(1) if inv_number_m else "",
+            "inv_date": dates[0] if dates else "",
+            "due_date": dates[1] if len(dates) > 1 else "",
+            "amount": total,
+            "vat_amount": 0.0,
+            "total": total,
+            "currency": "USD",
+            "line_items": [],
+        }
+    except Exception as e:
+        print(f"[AI] Regex fallback selhalo: {e}")
+        return {"vendor": "Unknown", "inv_number": "", "inv_date": "", "due_date": "",
+                "amount": 0, "vat_amount": 0, "total": 0, "currency": "USD", "line_items": []}
+
+
+def run_ai_pipeline(ocr_text: str):
+    if not ocr_text.strip():
+        data = regex_extract("")
+        data["_ai_source"] = "empty_ocr"
+        return data
+    data = ai_extract_groq(ocr_text)
+    if data:
+        data["_ai_source"] = "groq"
+        return data
+    data = ai_extract_hf(ocr_text)
+    if data:
+        data["_ai_source"] = "huggingface"
+        return data
+    data = regex_extract(ocr_text)
+    data["_ai_source"] = "regex_fallback"
+    return data
+
+
+def validate_invoice(data: dict) -> list:
+    """Cross-field validace — vrací list textových warningů."""
+    warnings = []
+    try:
+        amount = float(data.get("amount") or 0)
+        vat = float(data.get("vat_amount") or 0)
+        total = float(data.get("total") or 0)
+        if total > 0 and abs((amount + vat) - total) > 0.10:
+            warnings.append(f"Subtotal + DPH ({amount + vat:.2f}) neodpovídá total ({total:.2f}).")
+        if amount > 0 and vat / amount > 0.30:
+            warnings.append("DPH sazba vyšší než 30 % — zkontroluj ručně.")
+        inv_date, due_date = data.get("inv_date"), data.get("due_date")
+        if inv_date and due_date:
+            try:
+                d1 = datetime.fromisoformat(inv_date)
+                d2 = datetime.fromisoformat(due_date)
+                if d2 < d1:
+                    warnings.append("Splatnost je dřív než datum vystavení faktury.")
+            except Exception:
+                pass
+        if not data.get("vendor"):
+            warnings.append("Nepodařilo se rozpoznat dodavatele.")
+    except Exception as e:
+        warnings.append(f"Validace selhala: {e}")
+    return warnings
+
+
+def process_invoice_file(user, file_path, filename) -> dict:
+    """Kompletní pipeline pro jeden soubor. Vrací dict se všemi daty + warnings."""
+    try:
+        with open(file_path, "rb") as f:
+            file_bytes = f.read()
+        if len(file_bytes) > MAX_FILE_SIZE_BYTES:
+            return {"error": f"Soubor {filename} přesahuje limit {MAX_FILE_SIZE_MB}MB."}
+
+        images = file_to_images(file_bytes, filename)
+        if not images:
+            return {"error": f"Nepodařilo se otevřít soubor {filename} (nepodporovaný formát nebo poškozený soubor)."}
+
+        ocr_text = extract_text_from_images(images)
+        extracted = run_ai_pipeline(ocr_text)
+
+        warnings = validate_invoice(extracted)
+        plan = user.get("plan", "free")
+
+        is_dup = False
+        if plan in ("pro", "enterprise") and extracted.get("vendor") and extracted.get("total"):
+            try:
+                dup_count = DB.count_duplicate(user["id"], extracted["vendor"], float(extracted["total"] or 0))
+                is_dup = dup_count > 0
+            except Exception as e:
+                print(f"[DUP] kontrola duplicit selhala: {e}")
+
+        status = "review" if warnings else "done"
+        if is_dup:
+            status = "duplicate"
+
+        record = {
+            "filename": filename,
+            "vendor": extracted.get("vendor", ""),
+            "inv_number": extracted.get("inv_number", ""),
+            "inv_date": extracted.get("inv_date", ""),
+            "due_date": extracted.get("due_date", ""),
+            "amount": float(extracted.get("amount") or 0),
+            "vat_amount": float(extracted.get("vat_amount") or 0),
+            "total": float(extracted.get("total") or 0),
+            "currency": extracted.get("currency", "USD"),
+            "status": status,
+            "is_duplicate": is_dup,
+            "confidence": 0.95 if extracted.get("_ai_source") in ("groq", "huggingface") else 0.55,
+            "raw_json": extracted,
+        }
+        DB.save_invoice(user["id"], record)
+        record["warnings"] = warnings
+        return record
+    except Exception as e:
+        traceback.print_exc()
+        return {"error": f"Zpracování {filename} selhalo: {e}"}
+
+
+# ===========================================================================
+# CORE LOGIC — AI CHAT AGENT (Pro+)
+# ===========================================================================
+def ai_chat_answer(user, question: str, history: list) -> str:
+    try:
+        if not question or not question.strip():
+            return "Napiš prosím otázku k tvým fakturám."
+        if user.get("plan") not in ("pro", "enterprise"):
+            return "AI Chat je dostupný od plánu Pro. Upgraduj v sekci ⚡ Upgrade."
+        invoices = DB.get_invoices(user["id"])[:200]
+        context_rows = [
+            f"- {inv.get('vendor')} | č.{inv.get('inv_number')} | {inv.get('inv_date')} | "
+            f"total {inv.get('total')} {inv.get('currency')} | status {inv.get('status')}"
+            for inv in invoices
+        ]
+        context = "\n".join(context_rows) if context_rows else "Uživatel zatím nemá žádné faktury."
+        if GROQ_API_KEY and GROQ_SDK_OK:
+            client = Groq(api_key=GROQ_API_KEY)
+            resp = client.chat.completions.create(
+                model="llama-3.1-8b-instant",
+                messages=[
+                    {"role": "system", "content": "You are a helpful assistant answering questions about the user's invoices based ONLY on the data provided below. Be concise."},
+                    {"role": "user", "content": f"Invoices:\n{context}\n\nQuestion: {question}"},
+                ],
+                max_tokens=400,
+                temperature=0.2,
+                timeout=15,
+            )
+            return resp.choices[0].message.content
+        return "AI chat momentálně není dostupný (chybí GROQ_API_KEY). Zkus to prosím později."
+    except Exception as e:
+        traceback.print_exc()
+        return f"Chyba AI chatu: {e}"
+
+
+# ===========================================================================
+# CORE LOGIC — STRIPE PLATBY (bez webhooků, polling)
+# ===========================================================================
+def create_checkout_url(user, plan: str) -> (bool, str):
+    try:
+        if not (STRIPE_SDK_OK and STRIPE_SECRET_KEY):
+            return False, f"Platby momentálně nejsou nastavené. Napiš prosím na support a domluvíme upgrade na {plan} ručně."
+        price_id = PLAN_PRICE_IDS.get(plan)
+        if not price_id:
+            return False, "Neplatný plán."
+        session = stripe.checkout.Session.create(
+            payment_method_types=["card"],
+            line_items=[{"price": price_id, "quantity": 1}],
+            mode="subscription",
+            success_url=f"{APP_URL}?checkout=success&session_id={{CHECKOUT_SESSION_ID}}",
+            cancel_url=f"{APP_URL}?checkout=cancel",
+            customer_email=user["email"],
+            metadata={"plan": plan, "user_id": str(user["id"])},
+        )
+        return True, session.url
+    except Exception as e:
+        traceback.print_exc()
+        return False, f"Chyba Stripe checkoutu: {e}"
+
+
+def poll_payment_status(session_id: str, user_id: int, max_attempts=12, delay=5) -> str:
+    if not (STRIPE_SDK_OK and STRIPE_SECRET_KEY):
+        return "Platby nejsou nakonfigurované."
+    try:
+        for _ in range(max_attempts):
+            session = stripe.checkout.Session.retrieve(session_id)
+            if session.payment_status == "paid":
+                plan = session.metadata.get("plan", "basic")
+                DB.update_user_plan(user_id, plan, stripe_cid=session.customer)
+                return f"✅ Upgradnuto na {plan}!"
+            time.sleep(delay)
+        return "⏳ Platba zatím nebyla potvrzena. Pokud jsi zaplatil/a, obnov stránku za chvíli."
+    except Exception as e:
+        traceback.print_exc()
+        return f"Chyba při ověřování platby: {e}"
+
+
+# ===========================================================================
+# CORE LOGIC — EXPORT
+# ===========================================================================
+def export_csv(user) -> str:
+    try:
+        invoices = DB.get_invoices(user["id"])
+        path = f"/tmp/export_{user['id']}_{int(time.time())}.csv"
+        import csv
+        with open(path, "w", newline="", encoding="utf-8") as f:
+            writer = csv.writer(f)
+            writer.writerow(["Vendor", "Invoice#", "Invoice Date", "Due Date", "Amount", "VAT", "Total", "Currency", "Status"])
+            for inv in invoices:
+                writer.writerow([inv.get("vendor"), inv.get("inv_number"), inv.get("inv_date"),
+                                  inv.get("due_date"), inv.get("amount"), inv.get("vat_amount"),
+                                  inv.get("total"), inv.get("currency"), inv.get("status")])
+        return path
+    except Exception as e:
+        traceback.print_exc()
+        raise gr.Error(f"Export CSV selhal: {e}")
+
+
+def export_json(user) -> str:
+    try:
+        invoices = DB.get_invoices(user["id"])
+        path = f"/tmp/export_{user['id']}_{int(time.time())}.json"
+        with open(path, "w", encoding="utf-8") as f:
+            json.dump(invoices, f, ensure_ascii=False, indent=2, default=str)
+        return path
+    except Exception as e:
+        traceback.print_exc()
+        raise gr.Error(f"Export JSON selhal: {e}")
+
+
+# ===========================================================================
+# GRADIO UI LAYER — od tohoto místa dolů JEN volání CORE funkcí
+# ===========================================================================
+CUSTOM_CSS = """
+.gradio-container {max-width: 1200px !important; margin: auto;}
+.op-hero {text-align:center; padding: 40px 20px;}
+.op-card {border:1px solid #e5e7eb; border-radius:12px; padding:20px; background:white;}
+footer {visibility:hidden}
+"""
+
+LANDING_HTML = """
+<div style="font-family:Inter,sans-serif;">
+  <div style="display:flex;justify-content:space-between;align-items:center;padding:16px 24px;border-bottom:1px solid #eee;">
+    <div style="font-size:22px;font-weight:800;">⚡ OmniParse AI</div>
+    <div style="color:#666;font-size:14px;">How it works · Features · Pricing · Legal</div>
+  </div>
+  <div class="op-hero">
+    <h1 style="font-size:42px;font-weight:800;margin-bottom:8px;">Invoice processing in seconds, not hours.</h1>
+    <p style="font-size:18px;color:#555;max-width:640px;margin:0 auto 20px;">
+      AI extracts vendor, dates, amounts and line items from any PDF or image.
+      Export to CSV, JSON or Excel. Connect via API.
+    </p>
+    <p style="color:#888;">99.2% accuracy · &lt;4s per invoice · 40+ formats</p>
+  </div>
+
+  <div class="op-card" style="margin:20px 0;">
+    <h2>How it works</h2>
+    <ol>
+      <li>Upload PDF or image invoice</li>
+      <li>AI extracts all data</li>
+      <li>Export wherever you need</li>
+    </ol>
+  </div>
+
+  <div class="op-card" style="margin:20px 0;">
+    <h2>Features</h2>
+    <ul>
+      <li>🔍 OCR + LLM — Tesseract + Groq Llama 3.1</li>
+      <li>🚫 Duplicate Detection — Pro+, catches double payments</li>
+      <li>🤖 AI Chat Agent — ask about your invoices in plain English</li>
+      <li>✅ Cross-field Validation — checks totals, dates, tax rates</li>
+      <li>👥 Human-in-the-loop — Enterprise, manual review of uncertain invoices</li>
+      <li>🔌 REST API — connect to your own ERP</li>
+    </ul>
+  </div>
+
+  <div class="op-card" style="margin:20px 0;">
+    <h2>FAQ</h2>
+    <p><b>Is my data safe?</b> Yes — stored in EU (Frankfurt), encrypted at rest, GDPR compliant.</p>
+    <p><b>Does it work on Czech invoices?</b> Yes, OCR supports Czech + English.</p>
+    <p><b>How do payments work?</b> Monthly subscription via Stripe, cancel anytime.</p>
+    <p><b>Can I cancel anytime?</b> Yes, no lock-in contracts.</p>
+    <p><b>Do I get a tax invoice?</b> Yes, automatically generated by Stripe after each payment.</p>
+  </div>
+
+  <div style="text-align:center;color:#999;padding:20px;border-top:1px solid #eee;">
+    © 2026 OmniParse AI — Terms · Privacy · Disclaimer (viz Legal tab)
+  </div>
+</div>
+"""
+
+LEGAL_TERMS = """
+### Terms of Use
+OmniParse AI je nástroj pro automatickou extrakci dat z faktur pomocí AI. Používáním služby souhlasíš,
+že ji nebudeš zneužívat k nahrávání nelegálního obsahu, pokusům o přetížení systému (DoS) ani reverznímu
+inženýrství. Platby probíhají měsíčně přes Stripe, zrušení kdykoliv v sekci Profile. Neposkytujeme záruku
+100% přesnosti extrakce — viz Disclaimer.
+"""
+
+LEGAL_PRIVACY = """
+### Privacy Policy / GDPR
+**Co sbíráme:** e-mail, jméno, nahrané faktury a z nich extrahovaná data.
+**Kde je to uloženo:** Supabase, EU region (Frankfurt).
+**Jak dlouho:** faktury 30 dní, účetní/fakturační záznamy 10 let (zákonná lhůta).
+**Tvá práva:** přístup k datům, výmaz (Profile → Delete account), přenositelnost dat (Export).
+**Cookies:** pouze technické (session), žádný marketingový tracking.
+"""
+
+LEGAL_DISCLAIMER = """
+### Disclaimer
+AI extrakce není 100% přesná — vždy ověř data před zaúčtováním do tvého účetního systému.
+OmniParse nenese odpovědnost za chyby vzniklé nesprávnou AI extrakcí. Toto je nástroj usnadňující práci,
+nikoliv náhrada za kvalifikovaného účetního.
+"""
+
+
+def status_badge(status):
+    return {"done": "✅ Done", "review": "⚠️ Review", "duplicate": "🔴 Duplicate", "processing": "⟳ Processing"}.get(status, status)
+
+
+def invoices_to_dataframe(invoices):
+    rows = []
+    for inv in invoices:
+        rows.append([
+            inv.get("id"), inv.get("vendor"), inv.get("inv_number"), inv.get("inv_date"),
+            f"{inv.get('total', 0):.2f} {inv.get('currency', '')}", status_badge(inv.get("status")),
+        ])
+    return rows
+
+
+with gr.Blocks(css=CUSTOM_CSS, title="OmniParse AI") as demo:
+    session_token = gr.State("")  # server-side (NE localStorage) — viz resolve_session()
+    current_view = gr.State("landing")
+
+    # ---- VIEW CONTAINERS ----
+    with gr.Column(visible=True) as view_landing:
+        gr.HTML(LANDING_HTML)
+        with gr.Row():
+            btn_landing_start = gr.Button("Start Free — 20 invoices →", variant="primary")
+            btn_landing_login = gr.Button("Log In")
+            btn_landing_pricing = gr.Button("Pricing")
+            btn_landing_legal = gr.Button("Legal")
+
+    with gr.Column(visible=False) as view_pricing:
+        gr.Markdown("## Pricing")
+        with gr.Row():
+            with gr.Column():
+                gr.Markdown("### Free — $0/mo\n- 20 invoices/mo\n- CSV export\n- 1 user")
+            with gr.Column():
+                gr.Markdown("### Basic — $29/mo\n- 200 invoices/mo\n- JSON+CSV+Excel export\n- Multi-currency")
+            with gr.Column():
+                gr.Markdown("### Pro — $129/mo\n- 2,000 invoices/mo\n- REST API + AI Chat\n- Duplicate detection\n- 3 users")
+            with gr.Column():
+                gr.Markdown("### Enterprise — $499/mo\n- Unlimited invoices\n- Human-in-the-loop\n- SLA 99.5%\n- Unlimited users")
+        gr.Markdown("_Přihlaš se a v Dashboardu → ⚡ Upgrade vyber plán a zaplať kartou přes Stripe._")
+        btn_pricing_back = gr.Button("← Back")
+
+    with gr.Column(visible=False) as view_legal:
+        gr.Markdown("## Legal")
+        with gr.Tab("Terms of Use"):
+            gr.Markdown(LEGAL_TERMS)
+        with gr.Tab("Privacy Policy"):
+            gr.Markdown(LEGAL_PRIVACY)
+        with gr.Tab("Disclaimer"):
+            gr.Markdown(LEGAL_DISCLAIMER)
+        btn_legal_back = gr.Button("← Back")
+
+    with gr.Column(visible=False) as view_auth:
+        gr.Markdown("## Welcome to OmniParse AI")
+        with gr.Tab("Log In"):
+            login_email = gr.Textbox(label="Email")
+            login_password = gr.Textbox(label="Password", type="password")
+            login_btn = gr.Button("Log In", variant="primary")
+            login_msg = gr.Markdown()
+            gr.Markdown("_Demo účet: `demo@omniparse.ai` / `demo1234` (plán Pro)_")
+        with gr.Tab("Sign Up"):
+            signup_name = gr.Textbox(label="Full Name")
+            signup_email = gr.Textbox(label="Work Email")
+            signup_password = gr.Textbox(label="Password (min. 8 znaků)", type="password")
+            signup_terms = gr.Checkbox(label="Souhlasím s Terms of Use a Privacy Policy")
+            signup_btn = gr.Button("Sign Up", variant="primary")
+            signup_msg = gr.Markdown()
+        btn_auth_back = gr.Button("← Back to landing")
+
+    with gr.Column(visible=False) as view_dashboard:
+        with gr.Row():
+            gr.Markdown("## Dashboard")
+            btn_logout = gr.Button("🚪 Log Out", size="sm")
+        user_info_md = gr.Markdown()
+
+        with gr.Tab("📤 Upload"):
+            upload_files = gr.File(label="Nahraj faktury (PDF/JPG/PNG/TIFF, max 20MB/soubor)", file_count="multiple")
+            upload_btn = gr.Button("Zpracovat faktury", variant="primary")
+            upload_status = gr.Markdown()
+            upload_results = gr.Dataframe(headers=["ID", "Vendor", "Invoice#", "Date", "Total", "Status"], label="Výsledky")
+            upload_raw_json = gr.JSON(label="Raw AI output (poslední soubor)")
+
+        with gr.Tab("📋 My Invoices"):
+            refresh_invoices_btn = gr.Button("🔄 Obnovit")
+            invoices_table = gr.Dataframe(headers=["ID", "Vendor", "Invoice#", "Date", "Total", "Status"], label="Faktury")
+
+        with gr.Tab("🤖 AI Chat (Pro+)"):
+            chat_history = gr.Chatbot(label="Zeptej se na své faktury", type="messages")
+            chat_input = gr.Textbox(label="Otázka", placeholder="What's the total unpaid amount?")
+            chat_send = gr.Button("Odeslat")
+
+        with gr.Tab("📊 Export"):
+            gr.Markdown("CSV export je zdarma pro všechny. JSON od plánu Basic+.")
+            export_csv_btn = gr.Button("Export CSV")
+            export_csv_file = gr.File(label="Stáhnout CSV")
+            export_json_btn = gr.Button("Export JSON (Basic+)")
+            export_json_file = gr.File(label="Stáhnout JSON")
+            gr.Markdown("Excel export a Google Sheets sync: **Coming soon** 🚧")
+
+        with gr.Tab("⚡ Upgrade"):
+            plan_dropdown = gr.Dropdown(["basic", "pro", "enterprise"], label="Vyber plán", value="basic")
+            upgrade_btn = gr.Button("Přejít na platbu (Stripe)", variant="primary")
+            upgrade_link = gr.Markdown()
+            gr.Markdown("Test karta ve Stripe test mode: `4242 4242 4242 4242`, libovolné datum/CVC.")
+            checkout_session_input = gr.Textbox(label="Po zaplacení: vlož session_id z URL a klikni níže", visible=True)
+            confirm_payment_btn = gr.Button("Ověřit platbu")
+            payment_status_md = gr.Markdown()
+
+        with gr.Tab("🔌 API (Pro+)"):
+            api_key_display = gr.Markdown()
+            gr.Markdown("""
+```bash
+curl -X POST https://tvuj-space.hf.space/api/extract \\
+  -H "Authorization: Bearer TVUJ_API_KLIC" \\
+  -F "file=@faktura.pdf"
+```
+_(REST endpoint pro přímé API volání se zapojí při přechodu na FastAPI backend — business logika je už připravená v `process_invoice_file()`.)_
+""")
+
+        with gr.Tab("👤 Profile"):
+            profile_info = gr.Markdown()
+            new_password = gr.Textbox(label="Nové heslo", type="password")
+            change_pw_btn = gr.Button("Změnit heslo")
+            change_pw_msg = gr.Markdown()
+            gr.Markdown("### ⚠️ Danger zone")
+            delete_confirm = gr.Checkbox(label="Ano, opravdu chci smazat účet a všechna data")
+            delete_btn = gr.Button("Smazat účet natrvalo", variant="stop")
+            delete_msg = gr.Markdown()
+
+    ALL_VIEWS = [view_landing, view_pricing, view_legal, view_auth, view_dashboard]
+
+    def switch_view(target):
+        return [gr.update(visible=(v == target)) for v in ["landing", "pricing", "legal", "auth", "dashboard"]]
+
+    # ---- NAVIGACE ----
+    btn_landing_start.click(lambda: switch_view("auth"), outputs=ALL_VIEWS)
+    btn_landing_login.click(lambda: switch_view("auth"), outputs=ALL_VIEWS)
+    btn_landing_pricing.click(lambda: switch_view("pricing"), outputs=ALL_VIEWS)
+    btn_landing_legal.click(lambda: switch_view("legal"), outputs=ALL_VIEWS)
+    btn_pricing_back.click(lambda: switch_view("landing"), outputs=ALL_VIEWS)
+    btn_legal_back.click(lambda: switch_view("landing"), outputs=ALL_VIEWS)
+    btn_auth_back.click(lambda: switch_view("landing"), outputs=ALL_VIEWS)
+
+    # ---- AUTH HANDLERY ----
+    def handle_signup(name, email, password, terms):
+        ok, msg, token = signup(name, email, password, terms)
+        if ok:
+            user = resolve_session(token)
+            info = f"✅ Přihlášen jako **{user['name']}** ({user['email']}) — plán **{user['plan']}**"
+            views = switch_view("dashboard")
+            return [msg, token, info] + views
+        views = switch_view("auth")
+        return [msg, "", ""] + views
+
+    signup_btn.click(
+        handle_signup,
+        inputs=[signup_name, signup_email, signup_password, signup_terms],
+        outputs=[signup_msg, session_token, user_info_md] + ALL_VIEWS,
+    )
+
+    def handle_login(email, password):
+        ok, msg, token = login(email, password)
+        if ok:
+            user = resolve_session(token)
+            info = f"✅ Přihlášen jako **{user['name']}** ({user['email']}) — plán **{user['plan']}**"
+            views = switch_view("dashboard")
+            return [msg, token, info] + views
+        views = switch_view("auth")
+        return [msg, "", ""] + views
+
+    login_btn.click(
+        handle_login,
+        inputs=[login_email, login_password],
+        outputs=[login_msg, session_token, user_info_md] + ALL_VIEWS,
+    )
+
+    def handle_logout(token):
+        logout(token)
+        views = switch_view("landing")
+        return [""] + views
+
+    btn_logout.click(handle_logout, inputs=[session_token], outputs=[session_token] + ALL_VIEWS)
+
+    # ---- UPLOAD ----
+    def handle_upload(token, files):
+        user = resolve_session(token)
+        if not user:
+            return "❌ Nejsi přihlášen/a. Přihlas se prosím znovu.", [], {}
+        if not files:
+            return "⚠️ Nevybral/a jsi žádný soubor.", [], {}
+        used = DB.count_invoices_this_month(user["id"])
+        limit = PLAN_LIMITS.get(user["plan"], 20)
+        if used >= limit:
+            return f"🔴 Vyčerpal/a jsi měsíční limit ({int(limit) if limit != float('inf') else '∞'} faktur). Upgraduj v sekci ⚡ Upgrade.", [], {}
+
+        results, last_json, errors = [], {}, []
+        for f in files:
+            if used >= limit:
+                errors.append(f"Limit dosažen, {os.path.basename(f.name)} přeskočen.")
+                break
+            record = process_invoice_file(user, f.name, os.path.basename(f.name))
+            if "error" in record:
+                errors.append(record["error"])
+                continue
+            used += 1
+            last_json = record.get("raw_json", {})
+            results.append([None, record["vendor"], record["inv_number"], record["inv_date"],
+                             f"{record['total']:.2f} {record['currency']}", status_badge(record["status"])])
+
+        msg = f"✅ Zpracováno {len(results)} faktur. Použito {used}/{int(limit) if limit != float('inf') else '∞'} tento měsíc."
+        if errors:
+            msg += "\n\n⚠️ Chyby:\n" + "\n".join(f"- {e}" for e in errors)
+        return msg, results, last_json
+
+    upload_btn.click(handle_upload, inputs=[session_token, upload_files],
+                      outputs=[upload_status, upload_results, upload_raw_json])
+
+    # ---- MY INVOICES ----
+    def handle_refresh_invoices(token):
+        user = resolve_session(token)
+        if not user:
+            return []
+        return invoices_to_dataframe(DB.get_invoices(user["id"]))
+
+    refresh_invoices_btn.click(handle_refresh_invoices, inputs=[session_token], outputs=[invoices_table])
+
+    # ---- AI CHAT ----
+    def handle_chat(token, message, history):
+        user = resolve_session(token)
+        if not user:
+            history = history or []
+            history.append({"role": "assistant", "content": "Nejsi přihlášen/a."})
+            return history, ""
+        answer = ai_chat_answer(user, message, history)
+        history = history or []
+        history.append({"role": "user", "content": message})
+        history.append({"role": "assistant", "content": answer})
+        return history, ""
+
+    chat_send.click(handle_chat, inputs=[session_token, chat_input, chat_history], outputs=[chat_history, chat_input])
+
+    # ---- EXPORT ----
+    def handle_export_csv(token):
+        user = resolve_session(token)
+        if not user:
+            raise gr.Error("Nejsi přihlášen/a.")
+        return export_csv(user)
+
+    export_csv_btn.click(handle_export_csv, inputs=[session_token], outputs=[export_csv_file])
+
+    def handle_export_json(token):
+        user = resolve_session(token)
+        if not user:
+            raise gr.Error("Nejsi přihlášen/a.")
+        if user["plan"] == "free":
+            raise gr.Error("JSON export je dostupný od plánu Basic. Upgraduj v sekci ⚡ Upgrade.")
+        return export_json(user)
+
+    export_json_btn.click(handle_export_json, inputs=[session_token], outputs=[export_json_file])
+
+    # ---- UPGRADE / STRIPE ----
+    def handle_upgrade(token, plan):
+        user = resolve_session(token)
+        if not user:
+            return "❌ Nejsi přihlášen/a."
+        ok, result = create_checkout_url(user, plan)
+        if ok:
+            return f"[Klikni pro dokončení platby ve Stripe →]({result})"
+        return f"⚠️ {result}"
+
+    upgrade_btn.click(handle_upgrade, inputs=[session_token, plan_dropdown], outputs=[upgrade_link])
+
+    def handle_confirm_payment(token, session_id):
+        user = resolve_session(token)
+        if not user:
+            return "❌ Nejsi přihlášen/a."
+        if not session_id:
+            return "Vlož prosím session_id z URL po návratu ze Stripe."
+        return poll_payment_status(session_id, user["id"])
+
+    confirm_payment_btn.click(handle_confirm_payment, inputs=[session_token, checkout_session_input], outputs=[payment_status_md])
+
+    # ---- API KEY DISPLAY ----
+    def handle_show_api_key(token):
+        user = resolve_session(token)
+        if not user:
+            return "Nejsi přihlášen/a."
+        if user["plan"] not in ("pro", "enterprise"):
+            return "🔒 API přístup je dostupný od plánu Pro. Upgraduj v sekci ⚡ Upgrade."
+        return f"**Tvůj API klíč:** `{user.get('api_key', 'N/A')}`\n\n⚠️ Nikdy ho nesdílej veřejně."
+
+    # ---- PROFILE ----
+    def handle_change_password(token, new_pw):
+        user = resolve_session(token)
+        if not user:
+            return "❌ Nejsi přihlášen/a."
+        ok, msg = password_strength_ok(new_pw)
+        if not ok:
+            return f"⚠️ {msg}"
+        if is_password_leaked(new_pw):
+            return "⚠️ Toto heslo bylo nalezeno v uniklých databázích. Zvol jiné."
+        try:
+            DB.update_password(user["id"], hash_password(new_pw))
+            return "✅ Heslo změněno."
+        except Exception as e:
+            return f"❌ Chyba: {e}"
+
+    change_pw_btn.click(handle_change_password, inputs=[session_token, new_password], outputs=[change_pw_msg])
+
+    def handle_delete_account(token, confirmed):
+        user = resolve_session(token)
+        if not user:
+            return "❌ Nejsi přihlášen/a.", token
+        if not confirmed:
+            return "⚠️ Zaškrtni prosím potvrzení.", token
+        try:
+            DB.delete_user(user["id"])
+            return "✅ Účet smazán. Sbohem!", ""
+        except Exception as e:
+            return f"❌ Chyba při mazání: {e}", token
+
+    delete_btn.click(handle_delete_account, inputs=[session_token, delete_confirm], outputs=[delete_msg, session_token])
+
+    # ---- Při vstupu do dashboardu doplníme profil / API klíč / faktury ----
+    def on_dashboard_enter(token):
+        user = resolve_session(token)
+        if not user:
+            return "", "", []
+        profile = f"**Jméno:** {user['name']}\n\n**Email:** {user['email']}\n\n**Plán:** {user['plan']}"
+        api_txt = handle_show_api_key(token)
+        invoices = invoices_to_dataframe(DB.get_invoices(user["id"]))
+        return profile, api_txt, invoices
+
+    session_token.change(on_dashboard_enter, inputs=[session_token], outputs=[profile_info, api_key_display, invoices_table])
+
+
+if __name__ == "__main__":
+    try:
+        demo.queue(max_size=20).launch(server_name="0.0.0.0", server_port=7860)
+    except Exception as e:
+        print(f"[FATAL] Aplikace se nepodařila spustit: {e}")
+        traceback.print_exc()