app.py

#!/usr/bin/env python3
# PLANETYOYO AI Ultimate v19.10 - Auto-Install Dependencies
# Description: Plant analysis system with automatic dependency installation

import subprocess
import sys
import os

# ========================================================
# AUTO-INSTALL MISSING DEPENDENCIES
# ========================================================
def install_package(package_name: str, import_name: str = None):
    """Install package if not available."""
    if import_name is None:
        import_name = package_name
    
    try:
        __import__(import_name)
        return True
    except ImportError:
        print(f"📦 Installing {package_name}...")
        try:
            subprocess.check_call([sys.executable, "-m", "pip", "install", package_name, "-q"])
            print(f"✅ {package_name} installed successfully")
            return True
        except subprocess.CalledProcessError:
            print(f"❌ Failed to install {package_name}")
            return False

# Install core dependencies
print("\n🔧 Checking dependencies...")
install_package("adafruit-io", "adafruit_io")
install_package("geopy")
install_package("cloudinary")
install_package("prophet")
install_package("requests")

import time
import json
import requests
import threading
import random
import math
import shutil
import csv
from datetime import datetime, timedelta
from collections import Counter, defaultdict
from typing import Dict, List, Any, Optional, Tuple

# ========================================================
# CORE IMPORTS
# ========================================================
try:
    import gradio as gr
    from PIL import Image
    import numpy as np
    import pandas as pd
    import matplotlib.pyplot as plt
except ImportError as e:
    print(f"❌ Critical dependency missing: {e}")
    print("Run: pip install gradio pillow numpy pandas matplotlib")
    sys.exit(1)

# ========================================================
# AI DEPENDENCIES (OPTIONAL)
# ========================================================
device = "cpu"
AI_AVAILABLE = False

try:
    import torch
    from transformers import pipeline, AutoImageProcessor, AutoModelForImageClassification
    AI_AVAILABLE = True
    device = "cuda" if torch.cuda.is_available() else "cpu"
    print(f"✅ AI initialized. Device: {device}")
except ImportError:
    print("⚠️ AI dependencies not found. Install: pip install torch transformers")
except Exception as e:
    print(f"⚠️ AI init failed: {e}")

# ========================================================
# IOT DEPENDENCIES (OPTIONAL)
# ========================================================
ADAFRUIT_AVAILABLE = False
GEOPY_AVAILABLE = False
try:
    from adafruit_io.rest_client import Client as AdafruitClient
    from adafruit_io.rest_client import APIError
    ADAFRUIT_AVAILABLE = True
except ImportError:
    print("⚠️ Adafruit IO not available. Install: pip install adafruit-io")

try:
    from geopy.geocoders import Nominatim
    GEOPY_AVAILABLE = True
except ImportError:
    print("⚠️ Geopy not available. Install: pip install geopy")

# ========================================================
# CLOUD DEPENDENCIES (OPTIONAL)
# ========================================================
CLOUDINARY_AVAILABLE = False
try:
    import cloudinary
    import cloudinary.api
    import cloudinary.uploader
    CLOUDINARY_AVAILABLE = True
except ImportError:
    print("⚠️ Cloudinary not available. Install: pip install cloudinary")

PROPHET_AVAILABLE = False
try:
    from prophet import Prophet
    PROPHET_AVAILABLE = True
except ImportError:
    print("⚠️ Prophet not available. Install: pip install prophet")

# ========================================================
# CONFIGURATION
# ========================================================
PLANTNET_API_KEY = "2b10HlR0yP4wZbvHjP8jCo3Aae"
CLOUDINARY_CLOUD_NAME = "dru8hdesf"
CLOUDINARY_API_KEY = "959867312261694"
CLOUDINARY_API_SECRET = "3S0glC5W38T2hh-SGVskOOODVFk"
ADAFRUIT_IO_USERNAME = "planetserver"
ADAFRUIT_IO_KEY = "aio_OfoZ090F97FAuySlEbtHs2L1WeFB"
WEATHER_API_KEY = "e541061f22d8727d1cae4f22157fe7ec"
TELEGRAM_BOT_TOKEN = "8437890500:AAFIeITryixh9WbHif7D30mMB"
HUGGING_FACE_TOKEN = os.environ.get("HF_TOKEN", "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")
TELEGRAM_CHAT_ID = "667462198"

CLOUDINARY_FOLDER = "ESP32CAMPLANET"
WEATHER_API_URL = "http://api.openweathermap.org/data/2.5/weather"
REPORTS_DIR = "batch_analysis_reports"

ADAFRUIT_FEEDS = {
    "temperature": "temperature-sensor",
    "humidity": "humidity-sensor",
    "soil_moisture": "soil-moisture-sensor",
    "light": "light-sensor",
    "analysis_results": "plant-analysis-results",
    "user_corrections": "user-corrections"
}

# ========================================================
# GLOBAL STATE
# ========================================================
PLANT_MODELS_CACHE = {}
PLANT_DATABASE = {"aloe_vera": {"care_tips": ["שמש חלקית עד מלאה", "השקיה מועטה מאוד"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/aloe_vera.jpg", "plant_id": "aloe_vera"},
"almond": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["חור שחור", "ריקבון חום", "חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dalmond", "plant_id": "almond"},
"apple": {"care_tips": ["שמש מלאה", "השקיה בינונית"], "common_diseases": ["גלד התפוח", "חלודת ארז-תפוח", "ריקבון שחור"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/apple.jpg", "plant_id": "apple"},
"apple_fuji": {"care_tips": ["שמש מלאה", "השקיה בינונית"], "common_diseases": ["גלד התפוח"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dfuji_apple", "plant_id": "apple_fuji"},
"apple_gala": {"care_tips": ["שמש מלאה", "השקיה בינונית"], "common_diseases": ["גלד התפוח"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dgala_apple", "plant_id": "apple_gala"},
"apple_granny_smith": {"care_tips": ["שמש מלאה", "השקיה בינונית"], "common_diseases": ["גלד התפוח"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dgranny_smith", "plant_id": "apple_granny_smith"},
"apricot": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון חום", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dapricot", "plant_id": "apricot"},
"artichoke": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["ריקבון כתר", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dartichoke", "plant_id": "artichoke"},
"asparagus": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["חלודת האספרגוס", "קמילה פוסרית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dasparagus", "plant_id": "asparagus"},
"avocado": {"care_tips": ["שמש מלאה", "הגנה מרוח חזקה"], "common_diseases": ["גלד האבוקדו", "כתם שמש", "ריקבון שורשים"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/avocado.jpg", "plant_id": "avocado"},
"azalea": {"care_tips": ["צל חלקי", "קרקע חומצית", "לחות גבוהה"], "common_diseases": ["קשקשת האזליה", "קימחון", "ריקבון שורשים"], "img_url": "https://upload.wikimedia.org/wikipedia/commons/4/4b/Azalea_flower_in_Japan.jpg", "plant_id": "azalea"},
"bamboo": {"care_tips": ["שמש מלאה או חלקית", "השקיה מרובה", "לחות גבוהה"], "common_diseases": ["חנקן הבמבוק", "וירוס פסיפסת הבמבוק", "כתם עלים"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/bamboo.jpg", "plant_id": "bamboo"},
"barley": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["ננסות שעורה צהובה", "כנימות", "כתם רשת"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbarley", "plant_id": "barley"},
"basil": {"care_tips": ["שמש חלקית", "השקיה סדירה", "קרקע עשירה"], "common_diseases": ["קשקשת", "פטריה אפורה"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/basil.jpg", "plant_id": "basil"},
"bean": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["חלודה", "אנתרקנוז", "חנקן חיידקי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbean", "plant_id": "bean"},
"birch": {"care_tips": ["שמש מלאה", "קרקע לחה"], "common_diseases": ["תמותת ליבנה", "חלודה", "כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbirch", "plant_id": "birch"},
"blueberry": {"care_tips": ["קרקע חומצית", "השקיה מרובה"], "common_diseases": ["ענבת אוכמניות", "חנקן גזע", "אנתרקנוז"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/blueberry.jpg", "plant_id": "blueberry"},
"broccoli": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["מועדון השורש", "רגל שחורה", "ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbroccoli", "plant_id": "broccoli"},
"cabbage": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["מועדון השורש", "כתם עלים אלטרנריה", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcabbage", "plant_id": "cabbage"},
"cacao": {"care_tips": ["צל חלקי", "לחות גבוהה"], "common_diseases": ["תרמיל שחור", "מטאטא המכשפות", "וירוס יריעה נפוחה"], "img_url": "https://upload.wikimedia.org/wikipedia/commons/5/51/Theobroma_cacao_tree.jpg", "plant_id": "cacao"},
"cactus": {"care_tips": ["שמש מלאה", "השקיה מועטה מאוד"], "common_diseases": ["ריקבון קקטוס", "חלודה", "ריקבון רך"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/cactus.jpg", "plant_id": "cactus"},
"camellia": {"care_tips": ["צל חלקי", "השקיה קבועה", "הגנה מרוח חזקה"], "common_diseases": ["חנקן עלי כליל", "פצע", "מרה בעלה"], "img_url": "https://upload.wikimedia.org/wikipedia/commons/e/e0/Camellia_japonica_flower.jpg", "plant_id": "camellia"},
"carrot": {"care_tips": ["שמש מלאה", "קרקע רכה ועמוקה"], "common_diseases": ["חנקן חיידקי", "חנקן עלים צרקספורה", "קימחון"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/carrot.jpg", "plant_id": "carrot"},
"cauliflower": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["חלודה לבנה", "ריקבון שחור", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcauliflower", "plant_id": "cauliflower"},
"cherry": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["ספחת חיידקית", "ריקבון חום", "כתם עלים דובדבן"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/cherry.jpg", "plant_id": "cherry"},
"cilantro": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["כתם עלים צרקספורה", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcilantro", "plant_id": "cilantro"},
"coffee": {"care_tips": ["שמש חלקית", "קרקע חומצית ומנוקזת"], "common_diseases": ["חלודת הקפה", "מחלת פרי הקפה", "חנקן חיידקי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcoffee", "plant_id": "coffee"},
"cucumber": {"care_tips": ["שמש מלאה", "השקיה עקבית"], "common_diseases": ["קימחון", "וירוס פסיפסת המלפפון", "חנקן גזע גומי"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/cucumber.jpg", "plant_id": "cucumber"},
"daffodil": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["זבוב בצל נרקיס", "ריקבון בסיסי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddaffodil", "plant_id": "daffodil"},
"date_palm": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["בייוד", "כאמדג'", "קמילה פוסרית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddate_palm", "plant_id": "date_palm"},
"dill": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כתם עלים צרקספורה", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddill", "plant_id": "dill"},
"dragon_fruit": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["ספחת פרי הדרקון", "כתם שחור", "ריקבון גזע"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/dragon_fruit.jpg", "plant_id": "dragon_fruit"},
"eggplant": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קמילה פוסרית", "חנקן פומופסיס", "אנתרקנוז"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/eggplant.jpg", "plant_id": "eggplant"},
"fern": {"care_tips": ["צל חלקי", "לחות גבוהה"], "common_diseases": ["נמטודות עלים", "חלודה", "ריקבון שורשים"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/fern.jpg", "plant_id": "fern"},
"ficus": {"care_tips": ["אור לא ישיר", "השקיה מתונה", "ניקוי עלים מאבק"], "common_diseases": ["ריקבון שורשים", "אנתרקנוז", "עפץ כתר"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/ficus.jpg", "plant_id": "ficus"},
"fig": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["חלודת התאנה", "חנקן ורוד", "וירוס פסיפסת התאנה"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/fig.jpg", "plant_id": "fig"},
"garlic": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["ריקבון לבן", "חלודה", "ריקבון צוואר"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/garlic.jpg", "plant_id": "garlic"},
"geranium": {"care_tips": ["שמש מלאה", "השקיה מתונה", "הסרת פרחים יבשים"], "common_diseases": ["חלודה", "חנקן בוטריטיס", "בצקת"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/geranium.jpg", "plant_id": "geranium"},
"ginseng": {"care_tips": ["צל מלא", "קרקע לחה"], "common_diseases": ["חנקן אלטרנריה", "חלודת ג'ינסנג"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dginseng", "plant_id": "ginseng"},
"grapevine": {"care_tips": ["שמש מלאה", "גיזום קבוע"], "common_diseases": ["ריקבון שחור", "קימחון", "חלודה"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/grapevine.jpg", "plant_id": "grapevine"},
"hawthorn": {"care_tips": ["שמש מלאה", "השקיה סדירה", "עמיד למחלות"], "common_diseases": ["כתם עלים", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dhawthorn", "plant_id": "hawthorn"},
"hibiscus": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קמילת היביסקוס", "כתם עלים חיידקי", "כתם שחור"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/hibiscus.jpg", "plant_id": "hibiscus"},
"jasmine": {"care_tips": ["שמש מלאה או חלקית", "השקיה סדירה", "טיפוס מטפס"], "common_diseases": ["ריקבון שורשים", "כתם עלים", "עובש מפויח"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/jasmine.jpg", "plant_id": "jasmine"},
"juniper": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["חנקן פומופסיס", "חנקן קבטינה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Djuniper", "plant_id": "juniper"},
"kiwi": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["חנקן חיידקי", "ריקבון כתר", "ריקבון שורשים"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/kiwi.jpg", "plant_id": "kiwi"},
"lantana": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["עובש מפויח", "זבוב לבן"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dlantana", "plant_id": "lantana"},
"laurel": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["עלים נגועים", "פצע פיטופטורה"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/laurel.jpg", "plant_id": "laurel"},
"lavender": {"care_tips": ["שמש מלאה", "קרקע מנוקזת", "גיזום לאחר הפריחה"], "common_diseases": ["כתם עלים ספטמברי", "ריקבון שורשים", "פצע גזע"], "img_url": "https://upload.wikimedia.org/wikipedia/commons/f/f8/Lavandula_angustifolia_field.jpg", "plant_id": "lavender"},
"leek": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["חלודת כרישה", "ריקבון בסיסי פוסריום"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dleek", "plant_id": "leek"},
"lemon": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["מחלת ריקבון", "כנימות"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/lemon_tree.jpg", "plant_id": "lemon"},
"lettuce": {"care_tips": ["שמש חלקית", "השקיה מרובה"], "common_diseases": ["הטלת חסה", "קימחון", "ריקבון סקלרוטיניה"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/lettuce.jpg", "plant_id": "lettuce"},
"lilac": {"care_tips": ["שמש מלאה", "גיזום לאחר פריחה"], "common_diseases": ["קימחון", "חנקן חיידקי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dlilac", "plant_id": "lilac"},
"lily": {"care_tips": ["שמש מלאה עד חלקית", "השקיה בינונית"], "common_diseases": ["וירוס מוזאיקת השושן"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/lily.jpg", "plant_id": "lily"},
"magnolia": {"care_tips": ["שמש מלאה עד צל חלקי", "השקיה סדירה", "הגנה מרוח חזקה"], "common_diseases": ["כתם עלים", "פצע", "תמותה"], "img_url": "https://upload.wikimedia.org/wikipedia/commons/a/a2/Magnolia_grandiflora_tree.jpg", "plant_id": "magnolia"},
"mango": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["אנתרקנוז", "קימחון", "תמותה"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/mango.jpg", "plant_id": "mango"},
"maple": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כתם זפת", "קמילה פוסרית", "אנתרקנוז"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dmaple", "plant_id": "maple"},
"melon": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון", "קמילה פוסרית", "חנקן עלים אלטרנריה"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/melon.jpg", "plant_id": "melon"},
"melon_cantaloupe": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון", "קמילה פוסרית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcantaloupe", "plant_id": "melon_cantaloupe"},
"melon_honeydew": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון", "קמילה פוסרית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dhoneydew_melon", "plant_id": "melon_honeydew"},
"mint": {"care_tips": ["צל חלקי", "השקיה מרובה", "רגיש למזיקים"], "common_diseases": ["חלודה", "קמחונית"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/mint.jpg", "plant_id": "mint"},
"myrtle": {"care_tips": ["שמש מלאה עד צל חלקי", "השקיה מתונה", "גיזום לאחר הפריחה"], "common_diseases": ["חלודת ההדס", "חנקן בוטריטיס", "כתם עלים"], "img_url": "https://upload.wikimedia.org/wikipedia/commons/a/a2/Myrtus_communis_plant.jpg", "plant_id": "myrtle"},
"nutmeg": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["חנקן חוט", "חנקן אגוז מוסקט"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dnutmeg", "plant_id": "nutmeg"},
"oak": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["קמילת האלון", "אנתרקנוז", "שלפוחית עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Doak", "plant_id": "oak"},
"oat": {"care_tips": ["שמש מלאה", "עמיד לקרקעות דלות"], "common_diseases": ["חלודת הכתר", "כנימות", "הכללה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Doat", "plant_id": "oat"},
"okra": {"care_tips": ["שמש מלאה", "עמידה לבצורת"], "common_diseases": ["קמילה פוסרית", "קימחון", "חנקן חיידקי"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/okra.jpg", "plant_id": "okra"},
"olive": {"care_tips": ["שמש מלאה", "עמיד לבצורת", "קרקע מנוקזת היטב"], "common_diseases": ["זבוב הפירות", "מחלת עיניים טווס"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/olive_tree.jpg", "plant_id": "olive"},
"onion": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["קימחון בצל", "ריקבון בסיסי פוסריום", "חנקן עלים בוטריטיס"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/onion.jpg", "plant_id": "onion"},
"orchid": {"care_tips": ["אור לא ישיר", "השקיה מועטה", "לחות גבוהה"], "common_diseases": ["ריקבון שורשים", "כנימות קמח"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/orchid.jpg", "plant_id": "orchid"},
"oregano": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["חלודת נענע", "ריקבון גזע"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Doregano", "plant_id": "oregano"},
"palm": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קמילה פוסרית", "ריקבון ניצן", "ריקבון גזע גאנודרמה"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/palm.jpg", "plant_id": "palm"},
"parsley": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כתם עלים ספטמברי", "דעיכה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dparsley", "plant_id": "parsley"},
"passion_fruit": {"care_tips": ["שמש מלאה", "תמיכה לטיפוס"], "common_diseases": ["קמילה פוסרית", "כתם ספטמברי", "כתם חום"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/passion_fruit.jpg", "plant_id": "passion_fruit"},
"pea": {"care_tips": ["שמש חלקית", "קרקע קרירה"], "common_diseases": ["קימחון", "קמילה פוסרית", "חנקן אסקוכיתה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpea", "plant_id": "pea"},
"peach": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["עלים מסולסלים של אפרסק", "ריקבון חום", "כתם חיידקי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpeach", "plant_id": "peach"},
"pear": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["חנקן אש", "גלד אגס", "ריקבון שורשים"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/pear.jpg", "plant_id": "pear"},
"pecan": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["גלד פקאן", "כוויות עלים פטרייתיות"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpecan", "plant_id": "pecan"},
"pepper": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["כתם חיידקי", "קמילה פוסרית", "וירוס פסיפסת פלפל"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/pepper.jpg", "plant_id": "pepper"},
"persimmon": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["אנתרקנוז", "קמילת אפרסמון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpersimmon", "plant_id": "persimmon"},
"petunia": {"care_tips": ["שמש מלאה", "השקיה סדירה", "יש להסיר פרחים נבולים"], "common_diseases": ["ריקבון שורשים", "כנימות"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/petunia.jpg", "plant_id": "petunia"},
"pine": {"care_tips": ["שמש מלאה", "עמיד לבצורת", "קרקע מנוקזת"], "common_diseases": ["חלודה", "קמחונית", "ספחת", "כליה עלים"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/pine_tree.jpg", "plant_id": "pine"},
"plum": {"care_tips": ["שמש מלאה", "השקיה בינונית"], "common_diseases": ["וירוס אבעבועות שזיף", "קשר שחור", "ריקבון חום"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dplum", "plant_id": "plum"},
"poinsettia": {"care_tips": ["אור בהיר", "השקיה סדירה", "הגנה מקור"], "common_diseases": ["ריקבון שורשים", "קימחון", "גלד הפוינסטיאה"], "img_url": "https://upload.wikimedia.org/wikipedia/commons/4/4c/Euphorbia_pulcherrima_plant.jpg", "plant_id": "poinsettia"},
"pomegranate": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["כתם פרי", "אנתרקנוז", "ריקבון פרי אלטרנריה"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/pomegranate.jpg", "plant_id": "pomegranate"},
"potato": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כליה מאוחרת", "כליה מוקדמת", "גלד", "קמילה פוסרית"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/potato.jpg", "plant_id": "potato"},
"pumpkin": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["קימחון", "חנקן גזע גומי", "חגב דלעת"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpumpkin", "plant_id": "pumpkin"},
"pumpkin_spaghetti": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["קימחון", "ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dspaghetti_squash", "plant_id": "pumpkin_spaghetti"},
"quinoa": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["קימחון קינואה", "כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dquinoa", "plant_id": "quinoa"},
"raspberry": {"care_tips": ["שמש מלאה", "גיזום שנתי"], "common_diseases": ["אנתרקנוז", "חנקן קנה", "חנקן דורבן"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/raspberry.jpg", "plant_id": "raspberry"},
"rhododendron": {"care_tips": ["צל חלקי", "קרקע חומצית", "השקיה סדירה"], "common_diseases": ["חגב התחרה של האזליה", "חנקן עלים", "ריקבון שורשים פיטופטורה"], "img_url": "https://upload.wikimedia.org/wikipedia/commons/e/ec/Rhododendron_yakushimanum_flower.jpg", "plant_id": "rhododendron"},
"rice": {"care_tips": ["שמש מלאה", "קרקע לחה במיוחד"], "common_diseases": ["פיצוץ אורז", "חנקן נדן", "חנקן עלים חיידקי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Drice", "plant_id": "rice"},
"rose": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["כתם שחור", "קימחון", "מחלת ורד"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/rose.jpg", "plant_id": "rose"},
"rosemary": {"care_tips": ["דרוש שמש מלאה", "השקיה מועטה", "קרקע מנוקזת היטב"], "common_diseases": ["קימחון", "ריקבון שורשים"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/rosemary.jpg", "plant_id": "rosemary"},
"sage": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["קמילה פוסרית", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsage", "plant_id": "sage"},
"scallion": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["טריפס בצל", "חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dscallion", "plant_id": "scallion"},
"spinach": {"care_tips": ["שמש מלאה", "השקיה סדירה", "קרקע עשירה"], "common_diseases": ["קימחון תרד", "חלודה לבנה", "קמילה פוסרית"], "img_url": "https://upload.wikimedia.org/wikipedia/commons/1/15/Spinach_plant.jpg", "plant_id": "spinach"},
"strawberry": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["אנתרקנוז", "עובש אפור", "צריבת עלים", "כתם עלים זוויתי"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/strawberry.jpg", "plant_id": "strawberry"},
"succulent": {"care_tips": ["אור בהיר", "השקיה מועטה"], "common_diseases": ["ריקבון שורשים", "כנימות קמח", "כוויות שמש"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/succulent.jpg", "plant_id": "succulent"},
"sunflower": {"care_tips": ["שמש מלאה", "השקיה מרובה", "קרקע לחה"], "common_diseases": ["קימחון", "חלודה", "חנקן גזע פומה", "קמילה ורטיצילית"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/sunflower.jpg", "plant_id": "sunflower"},
"sweet_potato": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["ריקבון שחור", "ריקבון רך", "סקלף"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/sweet_potato.jpg", "plant_id": "sweet_potato"},
"swiss_chard": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כתם עלים", "כתם עלים צרקספורה", "נמטודת ציסטה של סלק"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dswiss_chard", "plant_id": "swiss_chard"},
"tea": {"care_tips": ["שמש חלקית", "השקיה מרובה"], "common_diseases": ["חנקן שלפוחית", "חלודה אדומה"], "img_url": "https://upload.wikimedia.org/wikipedia/commons/5/54/Camellia_sinensis_plant.jpg", "plant_id": "tea"},
"thyme": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["ריקבון גזע", "חנקן בוטריטיס"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dthyme", "plant_id": "thyme"},
"tilia": {"care_tips": ["שמש מלאה או חלקית", "השקיה סדירה", "קרקע לחה"], "common_diseases": ["קמילה ורטיצילית", "אנתרקנוז", "ספחת"], "img_url": "https://upload.wikimedia.org/wikipedia/commons/e/e2/Tilia_cordata_tree.jpg", "plant_id": "tilia"},
"tobacco": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["עובש כחול", "וירוס פסיפסת הטבק", "ספחת שחורה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dtobacco", "plant_id": "tobacco"},
"tomato": {"care_tips": ["שמש מלאה", "השקיה סדירה", "תמיכה בצמיחה"], "common_diseases": ["כליה מוקדמת", "כליה מאוחרת", "כתם עלים ספטמברי", "קמילה חיידקית"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/tomato.jpg", "plant_id": "tomato"},
"tomato_cherry": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כליה מוקדמת", "כליה מאוחרת"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcherry_tomato", "plant_id": "tomato_cherry"},
"tomato_heirloom": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כליה מוקדמת", "כליה מאוחרת"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dheirloom_tomato", "plant_id": "tomato_heirloom"},
"tulip": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["וירוס שבירת הצבע של הצבעוני", "ריקבון בצל פוסריום", "חנקן בוטריטיס"], "img_url": "https://res.cloudinary.com/dru8hdesf/image/upload/v1716900000/ESP32CAMPLANET/tulip.jpg", "plant_id": "tulip"},
"walnut": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כתם עלים", "קמילה פוסרית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dwalnut", "plant_id": "walnut"},
"apple_golden_delicious": {"care_tips": ["שמש מלאה", "השקיה בינונית"], "common_diseases": ["קימחון", "גלד התפוח"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dgolden_delicious_apple", "plant_id": "apple_golden_delicious"},
"apple_honeycrisp": {"care_tips": ["שמש מלאה", "השקיה בינונית"], "common_diseases": ["גלד התפוח"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dhoneycrisp_apple", "plant_id": "apple_honeycrisp"},
"apple_red_delicious": {"care_tips": ["שמש מלאה", "השקיה בינונית"], "common_diseases": ["גלד התפוח"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dred_delicious_apple", "plant_id": "apple_red_delicious"},
"apricot_royal": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון חום", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Droyal_apricot", "plant_id": "apricot_royal"},
"avocado_hass": {"care_tips": ["שמש מלאה", "הגנה מרוח חזקה"], "common_diseases": ["כתם שמש", "ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dhass_avocado", "plant_id": "avocado_hass"},
"basil_sweet": {"care_tips": ["שמש חלקית", "השקיה סדירה"], "common_diseases": ["כליה", "חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsweet_basil", "plant_id": "basil_sweet"},
"basil_thai": {"care_tips": ["שמש חלקית", "השקיה סדירה"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dthai_basil", "plant_id": "basil_thai"},
"bean_green": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["חלודה", "אנתרקנוז"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dgreen_bean", "plant_id": "bean_green"},
"bean_kidney": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["אנתרקנוז", "ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dkidney_bean", "plant_id": "bean_kidney"},
"blueberry_highbush": {"care_tips": ["קרקע חומצית", "השקיה מרובה"], "common_diseases": ["ענבת אוכמניות", "חנקן גזע"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dhighbush_blueberry", "plant_id": "blueberry_highbush"},
"broccoli_calabrese": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcalabrese_broccoli", "plant_id": "broccoli_calabrese"},
"cabbage_red": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["מועדון השורש"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dred_cabbage", "plant_id": "cabbage_red"},
"carrot_nantes": {"care_tips": ["שמש מלאה", "קרקע רכה ועמוקה"], "common_diseases": ["חנקן חיידקי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dnantes_carrot", "plant_id": "carrot_nantes"},
"cherry_black": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["ריקבון חום"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dblack_cherry", "plant_id": "cherry_black"},
"cherry_sour": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["ריקבון חום"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsour_cherry", "plant_id": "cherry_sour"},
"corn_sweet": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["חלודה נפוצה", "עובש תירס"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsweet_corn", "plant_id": "corn_sweet"},
"corn_popcorn": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["חלודה נפוצה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpopcorn", "plant_id": "corn_popcorn"},
"cucumber_pickling": {"care_tips": ["שמש מלאה", "השקיה עקבית"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpickling_cucumber", "plant_id": "cucumber_pickling"},
"eggplant_japanese": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קמילה פוסרית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Djapanese_eggplant", "plant_id": "eggplant_japanese"},
"fig_black": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["חלודת התאנה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dblack_fig", "plant_id": "fig_black"},
"fig_mission": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["חלודת התאנה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dmission_fig", "plant_id": "fig_mission"},
"garlic_softneck": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["ריקבון לבן"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsoftneck_garlic", "plant_id": "garlic_softneck"},
"garlic_hardneck": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["ריקבון לבן"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dhardneck_garlic", "plant_id": "garlic_hardneck"},
"grape_concord": {"care_tips": ["שמש מלאה", "גיזום קבוע"], "common_diseases": ["ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dconcord_grape", "plant_id": "grape_concord"},
"grape_thompson_seedless": {"care_tips": ["שמש מלאה", "גיזום קבוע"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dthompson_seedless_grape", "plant_id": "grape_thompson_seedless"},
"jasmine_star": {"care_tips": ["שמש מלאה או חלקית", "השקיה סדירה"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dstar_jasmine", "plant_id": "jasmine_star"},
"kiwi_hardy": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["חנקן חיידקי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dhardy_kiwi", "plant_id": "kiwi_hardy"},
"lavender_english": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Denglish_lavender", "plant_id": "lavender_english"},
"lemon_meyer": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["מחלת ריקבון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dmeyer_lemon", "plant_id": "lemon_meyer"},
"lettuce_romaine": {"care_tips": ["שמש חלקית", "השקיה מרובה"], "common_diseases": ["קימחון", "ריקבון סקלרוטיניה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dromaine_lettuce", "plant_id": "lettuce_romaine"},
"lettuce_iceberg": {"care_tips": ["שמש חלקית", "השקיה מרובה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Diceberg_lettuce", "plant_id": "lettuce_iceberg"},
"mint_peppermint": {"care_tips": ["צל חלקי", "השקיה מרובה"], "common_diseases": ["חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpeppermint", "plant_id": "mint_peppermint"},
"mint_spearmint": {"care_tips": ["צל חלקי", "השקיה מרובה"], "common_diseases": ["חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dspearmint", "plant_id": "mint_spearmint"},
"oak_white": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["קמילת האלון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dwhite_oak", "plant_id": "oak_white"},
"oak_red": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["קמילת האלון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dred_oak", "plant_id": "oak_red"},
"olive_black": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["זבוב הפירות"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dblack_olive", "plant_id": "olive_black"},
"onion_red": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["ריקבון בסיסי פוסריום"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dred_onion", "plant_id": "onion_red"},
"onion_sweet": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["קימחון בצל"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsweet_onion", "plant_id": "onion_sweet"},
"parsley_flat_leaf": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["דעיכה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dflat_leaf_parsley", "plant_id": "parsley_flat_leaf"},
"peach_nectarine": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון חום"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dnectarine", "plant_id": "peach_nectarine"},
"pear_anjo": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["חנקן אש"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Danjo_pear", "plant_id": "pear_anjo"},
"pepper_bell": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["כתם חיידקי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbell_pepper", "plant_id": "pepper_bell"},
"pepper_jalapeno": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["קמילה פוסרית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Djalapeno_pepper", "plant_id": "pepper_jalapeno"},
"plum_damson": {"care_tips": ["שמש מלאה", "השקיה בינונית"], "common_diseases": ["קשר שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddamson_plum", "plant_id": "plum_damson"},
"potato_russet": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["גלד", "כליה מאוחרת"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Drusset_potato", "plant_id": "potato_russet"},
"potato_yukon_gold": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["גלד"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dyukon_gold_potato", "plant_id": "potato_yukon_gold"},
"pumpkin_jack_o_lantern": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Djack_o_lantern_pumpkin", "plant_id": "pumpkin_jack_o_lantern"},
"raspberry_black": {"care_tips": ["שמש מלאה", "גיזום שנתי"], "common_diseases": ["אנתרקנוז"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dblack_raspberry", "plant_id": "raspberry_black"},
"rose_hybrid_tea": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["כתם שחור", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dhybrid_tea_rose", "plant_id": "rose_hybrid_tea"},
"sage_common": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["קמילה פוסרית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcommon_sage", "plant_id": "sage_common"},
"spinach_savoy": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון תרד"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsavoy_spinach", "plant_id": "spinach_savoy"},
"strawberry_everbearing": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["עובש אפור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Deverbearing_strawberry", "plant_id": "strawberry_everbearing"},
"sweet_potato_jewel": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Djewel_sweet_potato", "plant_id": "sweet_potato_jewel"},
"tomato_roma": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כליה מוקדמת"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Droma_tomato", "plant_id": "tomato_roma"},
"tomato_beefsteak": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כליה מאוחרת"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbeefsteak_tomato", "plant_id": "tomato_beefsteak"},
"tulip_darwin_hybrid": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["ריקבון בצל פוסריום"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddarwin_hybrid_tulip", "plant_id": "tulip_darwin_hybrid"},
"walnut_black": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dblack_walnut", "plant_id": "walnut_black"},
"watermelon": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["קימחון", "כתם עלים", "ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dwatermelon", "plant_id": "watermelon"},
"watermelon_sugar_baby": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsugar_baby_watermelon", "plant_id": "watermelon_sugar_baby"},
"zucchini": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון", "וירוס פסיפסת הדלעת"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dzucchini", "plant_id": "zucchini"},
"zucchini_black_beauty": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dblack_beauty_zucchini", "plant_id": "zucchini_black_beauty"},
"arborvitae": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["דעיכה", "קמילה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Darborvitae", "plant_id": "arborvitae"},
"banana": {"care_tips": ["שמש מלאה", "אקלים טרופי", "קרקע לחה"], "common_diseases": ["קמילת פנמה", "כתם סיגאטוקה שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbanana", "plant_id": "banana"},
"beech": {"care_tips": ["שמש מלאה עד צל חלקי", "קרקע לחה ומנוקזת"], "common_diseases": ["מחלת ליבנה אמריקאית", "מחלת ליבנה אירופית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbeech", "plant_id": "beech"},
"beet": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כתם עלים", "חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbeet", "plant_id": "beet"},
"bok_choy": {"care_tips": ["שמש מלאה עד חלקית", "קרקע לחה"], "common_diseases": ["מועדון שורש", "כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbok_choy", "plant_id": "bok_choy"},
"cauliflower_romanesco": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["חלודה לבנה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dromanesco_cauliflower", "plant_id": "cauliflower_romanesco"},
"celery": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["כתם עלים מוקדם", "ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcelery", "plant_id": "celery"},
"chamomile": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["קימחון", "חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dchamomile", "plant_id": "chamomile"},
"chive": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון בסיסי", "חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dchive", "plant_id": "chive"},
"collard_greens": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["מועדון שורש", "ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcollard_greens", "plant_id": "collard_greens"},
"corn_indian": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["חלודה נפוצה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dindian_corn", "plant_id": "corn_indian"},
"cranberry": {"care_tips": ["שמש מלאה", "קרקע חומצית", "השקיה קבועה"], "common_diseases": ["קמילה פוסרית", "ריקבון פירות"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcranberry", "plant_id": "cranberry"},
"currant": {"care_tips": ["שמש מלאה עד צל חלקי", "השקיה סדירה"], "common_diseases": ["קימחון", "חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcurrant", "plant_id": "currant"},
"elderberry": {"care_tips": ["שמש מלאה עד חלקית", "השקיה מרובה"], "common_diseases": ["קימחון", "ריקבון פירות"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Delderberry", "plant_id": "elderberry"},
"endive": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון", "ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dendive", "plant_id": "endive"},
"fennel": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dfennel", "plant_id": "fennel"},
"foxglove": {"care_tips": ["צל חלקי", "קרקע לחה"], "common_diseases": ["כתם עלים", "ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dfoxglove", "plant_id": "foxglove"},
"gardenia": {"care_tips": ["שמש חלקית", "קרקע חומצית", "לחות גבוהה"], "common_diseases": ["כתם שחור", "עובש מפויח"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dgardenia", "plant_id": "gardenia"},
"ginger": {"care_tips": ["שמש חלקית", "השקיה מרובה"], "common_diseases": ["ריקבון שורשים", "כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dginger", "plant_id": "ginger"},
"gooseberry": {"care_tips": ["שמש מלאה עד חלקית", "השקיה סדירה"], "common_diseases": ["קימחון", "כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dgooseberry", "plant_id": "gooseberry"},
"hazelnut": {"care_tips": ["שמש מלאה עד חלקית", "השקיה מתונה"], "common_diseases": ["קפוא", "ריקבון עץ"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dhazelnut", "plant_id": "hazelnut"},
"honeysuckle": {"care_tips": ["שמש מלאה עד חלקית", "השקיה סדירה"], "common_diseases": ["קימחון", "פצעים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dhoneysuckle", "plant_id": "honeysuckle"},
"iris": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["ריקבון רך חיידקי", "חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Diris", "plant_id": "iris"},
"kohlrabi": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["מועדון שורש", "חלודה לבנה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dkohlrabi", "plant_id": "kohlrabi"},
"lemon_lime": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["מחלת ריקבון", "כנימות"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dlemon_lime", "plant_id": "lemon_lime"},
"lettuce_butterhead": {"care_tips": ["שמש חלקית", "השקיה מרובה"], "common_diseases": ["הטלה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbutterhead_lettuce", "plant_id": "lettuce_butterhead"},
"lettuce_leaf": {"care_tips": ["שמש חלקית", "השקיה מרובה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dleaf_lettuce", "plant_id": "lettuce_leaf"},
"lime": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון כתר", "כתם שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dlime", "plant_id": "lime"},
"mandarin": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["חור שחור", "עובש אפור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dmandarin", "plant_id": "mandarin"},
"marigold": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון", "כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dmarigold", "plant_id": "marigold"},
"oat_rolled": {"care_tips": ["שמש מלאה", "עמיד לקרקעות דלות"], "common_diseases": ["חלודת הכתר"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Drolled_oat", "plant_id": "oat_rolled"},
"olive_green": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["זבוב הפירות"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dgreen_olive", "plant_id": "olive_green"},
"onion_white": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["ריקבון בסיסי פוסריום"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dwhite_onion", "plant_id": "onion_white"},
"orange": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון כתר", "מחלת ריקבון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dorange", "plant_id": "orange"},
"orange_navel": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון כתר"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dnavel_orange", "plant_id": "orange_navel"},
"orange_valencia": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון כתר"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dvalencia_orange", "plant_id": "orange_valencia"},
"papaya": {"care_tips": ["שמש מלאה", "קרקע מנוקזת היטב"], "common_diseases": ["ריקבון שורשים", "וירוס טבעת פסיפסת"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpapaya", "plant_id": "papaya"},
"parsley_curly": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["דעיכה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcurly_parsley", "plant_id": "parsley_curly"},
"peach_white": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון חום"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dwhite_peach", "plant_id": "peach_white"},
"pecan_paper_shell": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["גלד פקאן"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpaper_shell_pecan", "plant_id": "pecan_paper_shell"},
"pepper_cayenne": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["כתם חיידקי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcayenne_pepper", "plant_id": "pepper_cayenne"},
"pepper_habanero": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["קמילה פוסרית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dhabanero_pepper", "plant_id": "pepper_habanero"},
"pepper_poblano": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["וירוס פסיפסת פלפל"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpoblano_pepper", "plant_id": "pepper_poblano"},
"pistachio": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["גלד", "ריקבון פירות"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpistachio", "plant_id": "pistachio"},
"potato_red": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["גלד"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dred_potato", "plant_id": "potato_red"},
"pumpkin_pie": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpie_pumpkin", "plant_id": "pumpkin_pie"},
"quince": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["חנקן אש", "חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dquince", "plant_id": "quince"},
"rose_floribunda": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["כתם שחור", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dfloribunda_rose", "plant_id": "rose_floribunda"},
"safflower": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["חלודה", "כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsafflower", "plant_id": "safflower"},
"shallot": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["חלודה", "ריקבון צוואר"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dshallot", "plant_id": "shallot"},
"sorghum": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["עובש ראש", "חלודה", "קמילה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsorghum", "plant_id": "sorghum"},
"soybean": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["חלודה", "ריקבון גזע"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsoybean", "plant_id": "soybean"},
"spinach_new_zealand": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["חלודה לבנה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dnew_zealand_spinach", "plant_id": "spinach_new_zealand"},
"squash_butternut": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["קימחון", "ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbutternut_squash", "plant_id": "squash_butternut"},
"strawberry_alpine": {"care_tips": ["שמש חלקית", "השקיה מועטה"], "common_diseases": ["עובש אפור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dalpine_strawberry", "plant_id": "strawberry_alpine"},
"sunflower_confection": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dconfection_sunflower", "plant_id": "sunflower_confection"},
"thyme_lemon": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dlemon_thyme", "plant_id": "thyme_lemon"},
"tomato_grape": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כליה מוקדמת"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dgrape_tomato", "plant_id": "tomato_grape"},
"turnip": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["חלודה לבנה", "מועדון שורש"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dturnip", "plant_id": "turnip"},
"vanilla": {"care_tips": ["צל חלקי", "לחות גבוהה"], "common_diseases": ["ריקבון גזע", "אנתרקנוז"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dvanilla", "plant_id": "vanilla"},
"watermelon_seeded": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dseeded_watermelon", "plant_id": "watermelon_seeded"},
"wheat": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["חלודה", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dwheat", "plant_id": "wheat"},
"zucchini_yellow_squash": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dyellow_squash", "plant_id": "zucchini_yellow_squash"},
"alyssum": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dalyssum", "plant_id": "alyssum"},
"anemone": {"care_tips": ["שמש חלקית", "קרקע לחה"], "common_diseases": ["חלודה", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Danemone", "plant_id": "anemone"},
"apple_pink_lady": {"care_tips": ["שמש מלאה", "השקיה בינונית"], "common_diseases": ["גלד התפוח"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpink_lady_apple", "plant_id": "apple_pink_lady"},
"artemisia": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dartemisia", "plant_id": "artemisia"},
"azalea_mollis": {"care_tips": ["צל חלקי", "קרקע חומצית"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dmollis_azalea", "plant_id": "azalea_mollis"},
"balsam": {"care_tips": ["שמש חלקית", "השקיה סדירה"], "common_diseases": ["ריקבון שורשים", "ריקבון גזע"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbalsam", "plant_id": "balsam"},
"basil_lemon": {"care_tips": ["שמש חלקית", "השקיה סדירה"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dlemon_basil", "plant_id": "basil_lemon"},
"blackberry": {"care_tips": ["שמש מלאה", "גיזום שנתי"], "common_diseases": ["אנתרקנוז", "חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dblackberry", "plant_id": "blackberry"},
"boxwood": {"care_tips": ["שמש חלקית", "קרקע מנוקזת"], "common_diseases": ["קמילה פוסרית", "כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dboxwood", "plant_id": "boxwood"},
"canna": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["חלודה", "וירוס פסיפסת"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcanna", "plant_id": "canna"},
"carnation": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["חלודה", "קמילה פוסרית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcarnation", "plant_id": "carnation"},
"cherry_bing": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["ריקבון חום"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbing_cherry", "plant_id": "cherry_bing"},
"chrysanthemum": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["חלודה", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dchrysanthemum", "plant_id": "chrysanthemum"},
"clematis": {"care_tips": ["שמש מלאה או חלקית", "קרקע קרירה"], "common_diseases": ["קמילה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dclematis", "plant_id": "clematis"},
"crocus": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["ריקבון בצל", "וירוס"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcrocus", "plant_id": "crocus"},
"dahlia": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון", "וירוס פסיפסת"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddahlia", "plant_id": "dahlia"},
"daisy": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון", "חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddaisy", "plant_id": "daisy"},
"dogwood": {"care_tips": ["שמש מלאה עד צל חלקי", "השקיה סדירה"], "common_diseases": ["אנתרקנוז", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddogwood", "plant_id": "dogwood"},
"echinacea": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["כתם עלים", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dechinacea", "plant_id": "echinacea"},
"eucalyptus": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["חלודה", "כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Deucalyptus", "plant_id": "eucalyptus"},
"forsythia": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["ריקבון כתר"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dforsythia", "plant_id": "forsythia"},
"geranium_zonal": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dzonal_geranium", "plant_id": "geranium_zonal"},
"ginger_butterfly": {"care_tips": ["שמש חלקית", "השקיה מרובה"], "common_diseases": ["כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbutterfly_ginger", "plant_id": "ginger_butterfly"},
"gladiolus": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון גלדיולי", "חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dgladiolus", "plant_id": "gladiolus"},
"grape_cabernet_sauvignon": {"care_tips": ["שמש מלאה", "גיזום קבוע"], "common_diseases": ["קימחון", "ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcabernet_sauvignon", "plant_id": "grape_cabernet_sauvignon"},
"holly": {"care_tips": ["שמש מלאה עד צל חלקי", "השקיה סדירה"], "common_diseases": ["כתם עלים", "ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dholly", "plant_id": "holly"},
"hydrangea": {"care_tips": ["שמש חלקית", "השקיה מרובה"], "common_diseases": ["כתם עלים", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dhydrangea", "plant_id": "hydrangea"},
"iris_bearded": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["ריקבון רך חיידקי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbearded_iris", "plant_id": "iris_bearded"},
"kiwi_golden": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["חנקן חיידקי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dgolden_kiwi", "plant_id": "kiwi_golden"},
"lemon_eureka": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["מחלת ריקבון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Deureka_lemon", "plant_id": "lemon_eureka"},
"lettuce_leaf_red": {"care_tips": ["שמש חלקית", "השקיה מרובה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dred_leaf_lettuce", "plant_id": "lettuce_leaf_red"},
"lilac_common": {"care_tips": ["שמש מלאה", "גיזום לאחר פריחה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcommon_lilac", "plant_id": "lilac_common"},
"lily_asiatic": {"care_tips": ["שמש מלאה עד חלקית", "השקיה בינונית"], "common_diseases": ["וירוס מוזאיקה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dasiatic_lily", "plant_id": "lily_asiatic"},
"lily_oriental": {"care_tips": ["שמש מלאה עד חלקית", "השקיה בינונית"], "common_diseases": ["וירוס מוזאיקה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Doriental_lily", "plant_id": "lily_oriental"},
"linden": {"care_tips": ["שמש מלאה או חלקית", "השקיה סדירה"], "common_diseases": ["קמילה ורטיצילית", "אנתרקנוז"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dlinden", "plant_id": "linden"},
"mango_ataulfo": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["אנתרקנוז"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dataulfo_mango", "plant_id": "mango_ataulfo"},
"marjoram": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dmarjoram", "plant_id": "marjoram"},
"melaleuca": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["חנקן"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dmelaleuca", "plant_id": "melaleuca"},
"mint_chocolate": {"care_tips": ["צל חלקי", "השקיה מרובה"], "common_diseases": ["חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dchocolate_mint", "plant_id": "mint_chocolate"},
"morning_glory": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["כתם לבן", "חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dmorning_glory", "plant_id": "morning_glory"},
"nasturtium": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["וירוס פסיפסת", "כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dnasturtium", "plant_id": "nasturtium"},
"oak_pin": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["קמילת האלון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpin_oak", "plant_id": "oak_pin"},
"oregano_greek": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["חלודה נענע"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dgreek_oregano", "plant_id": "oregano_greek"},
"pansy": {"care_tips": ["שמש מלאה עד חלקית", "השקיה סדירה"], "common_diseases": ["קימחון", "כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpansy", "plant_id": "pansy"},
"passion_fruit_purple": {"care_tips": ["שמש מלאה", "תמיכה לטיפוס"], "common_diseases": ["קמילה פוסרית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpurple_passion_fruit", "plant_id": "passion_fruit_purple"},
"pear_bartlett": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["חנקן אש"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbartlett_pear", "plant_id": "pear_bartlett"},
"pecan_elliott": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["גלד פקאן"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Delliott_pecan", "plant_id": "pecan_elliott"},
"pepper_chili": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["וירוס פסיפסת פלפל"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dchili_pepper", "plant_id": "pepper_chili"},
"pine_scots": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dscots_pine", "plant_id": "pine_scots"},
"pomegranate_wonderful": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["כתם פרי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dwonderful_pomegranate", "plant_id": "pomegranate_wonderful"},
"potato_sweet": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsweet_potato", "plant_id": "potato_sweet"},
"pumpkin_mini": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dmini_pumpkin", "plant_id": "pumpkin_mini"},
"radish": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["מועדון שורש", "כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dradish", "plant_id": "radish"},
"rhubarb": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון כתר", "כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Drhubarb", "plant_id": "rhubarb"},
"rose_climbing": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["כתם שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dclimbing_rose", "plant_id": "rose_climbing"},
"sage_purple": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["קמילה פוסרית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpurple_sage", "plant_id": "sage_purple"},
"squash_acorn": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dacorn_squash", "plant_id": "squash_acorn"},
"strawberry_june_bearing": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["עובש אפור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Djune_bearing_strawberry", "plant_id": "strawberry_june_bearing"},
"thyme_creeping": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcreeping_thyme", "plant_id": "thyme_creeping"},
"tomato_san_marzano": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כליה מוקדמת"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsan_marzano_tomato", "plant_id": "tomato_san_marzano"},
"tulip_parrot": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["וירוס שבירת הצבע"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dparrot_tulip", "plant_id": "tulip_parrot"},
"valerian": {"care_tips": ["שמש מלאה", "קרקע לחה"], "common_diseases": ["חלודה", "ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dvalerian", "plant_id": "valerian"},
"walnut_english": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Denglish_walnut", "plant_id": "walnut_english"},
"water_lily": {"care_tips": ["שמש מלאה", "מים מתוקים"], "common_diseases": ["ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dwater_lily", "plant_id": "water_lily"},
"yarrow": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["ריקבון שורשים", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dyarrow", "plant_id": "yarrow"},
"yucca": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["כתם עלים", "ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dyucca", "plant_id": "yucca"},
"agapanthus": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["ריקבון שורשים", "ריקבון כתר"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dagapanthus", "plant_id": "agapanthus"},
"anise": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["חלודה", "ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Danise", "plant_id": "anise"},
"aralia": {"care_tips": ["שמש מלאה עד צל חלקי", "השקיה סדירה"], "common_diseases": ["ריקבון שורשים", "כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Daralia", "plant_id": "aralia"},
"artichoke_globe": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["ריקבון כתר"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dglobe_artichoke", "plant_id": "artichoke_globe"},
"aster": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון", "קמילה פוסרית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Daster", "plant_id": "aster"},
"asparagus_fern": {"care_tips": ["שמש חלקית", "השקיה סדירה"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dasparagus_fern", "plant_id": "asparagus_fern"},
"borage": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dborage", "plant_id": "borage"},
"broccoli_raab": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbroccoli_raab", "plant_id": "broccoli_raab"},
"cabbage_napa": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["מועדון שורש"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dnapa_cabbage", "plant_id": "cabbage_napa"},
"caladium": {"care_tips": ["צל מלא", "לחות גבוהה"], "common_diseases": ["ריקבון שורשים", "כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcaladium", "plant_id": "caladium"},
"camphor": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כתם עלים", "ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcamphor", "plant_id": "camphor"},
"celosia": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["ריקבון שורשים", "ריקבון גזע"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcelosia", "plant_id": "celosia"},
"chive_garlic": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון בסיסי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dgarlic_chive", "plant_id": "chive_garlic"},
"citronella": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcitronella", "plant_id": "citronella"},
"cranesbill": {"care_tips": ["שמש חלקית", "קרקע מנוקזת"], "common_diseases": ["ריקבון שורשים", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcranesbill", "plant_id": "cranesbill"},
"creeping_myrtle": {"care_tips": ["שמש מלאה עד צל חלקי", "השקיה מתונה"], "common_diseases": ["חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcreeping_myrtle", "plant_id": "creeping_myrtle"},
"daffodil_jonquil": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["ריקבון בסיסי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Djonquil_daffodil", "plant_id": "daffodil_jonquil"},
"daisy_shasta": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון", "חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dshasta_daisy", "plant_id": "daisy_shasta"},
"dandelion": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["חלודה לבנה", "ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddandelion", "plant_id": "dandelion"},
"dianthus": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["חלודה", "ריקבון כתר"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddianthus", "plant_id": "dianthus"},
"dracaena": {"care_tips": ["אור לא ישיר", "השקיה מתונה"], "common_diseases": ["כתם עלים", "ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddracaena", "plant_id": "dracaena"},
"echinacea_purpurea": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dechinacea_purpurea", "plant_id": "echinacea_purpurea"},
"feverfew": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dfeverfew", "plant_id": "feverfew"},
"gardenia_cape_jasmine": {"care_tips": ["שמש חלקית", "קרקע חומצית"], "common_diseases": ["כתם שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcape_jasmine_gardenia", "plant_id": "gardenia_cape_jasmine"},
"goldenrod": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["קימחון", "חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dgoldenrod", "plant_id": "goldenrod"},
"gooseberry_jostaberry": {"care_tips": ["שמש מלאה עד חלקית", "השקיה סדירה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Djostaberry", "plant_id": "gooseberry_jostaberry"},
"grape_chardonnay": {"care_tips": ["שמש מלאה", "גיזום קבוע"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dchardonnay_grape", "plant_id": "grape_chardonnay"},
"holly_american": {"care_tips": ["שמש מלאה עד צל חלקי", "השקיה סדירה"], "common_diseases": ["כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Damerican_holly", "plant_id": "holly_american"},
"honeysuckle_vine": {"care_tips": ["שמש מלאה או חלקית", "השקיה סדירה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dhoneysuckle_vine", "plant_id": "honeysuckle_vine"},
"hyssop": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["חלודה", "קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dhyssop", "plant_id": "hyssop"},
"iris_dutch": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["ריקבון בצל"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddutch_iris", "plant_id": "iris_dutch"},
"kale": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["מועדון שורש", "ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dkale", "plant_id": "kale"},
"kiwi_fuzzy": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["ריקבון כתר"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dfuzzy_kiwi", "plant_id": "kiwi_fuzzy"},
"lavender_french": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dfrench_lavender", "plant_id": "lavender_french"},
"lemon_pink_eureka": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["מחלת ריקבון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpink_eureka_lemon", "plant_id": "lemon_pink_eureka"},
"lettuce_bibb": {"care_tips": ["שמש חלקית", "השקיה מרובה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbibb_lettuce", "plant_id": "lettuce_bibb"},
"magnolia_star": {"care_tips": ["שמש מלאה עד צל חלקי", "השקיה סדירה"], "common_diseases": ["כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dstar_magnolia", "plant_id": "magnolia_star"},
"mango_kent": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["אנתרקנוז"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dkent_mango", "plant_id": "mango_kent"},
"maple_sugar": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כתם זפת"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsugar_maple", "plant_id": "maple_sugar"},
"melon_galia": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון", "קמילה פוסרית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dgalia_melon", "plant_id": "melon_galia"},
"mint_apple": {"care_tips": ["צל חלקי", "השקיה מרובה"], "common_diseases": ["חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dapple_mint", "plant_id": "mint_apple"},
"myrtle_crape": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcrape_myrtle", "plant_id": "myrtle_crape"},
"narcissus": {"care_tips": ["שמש מלאה עד חלקית", "השקיה מועטה"], "common_diseases": ["ריקבון בצל", "וירוס"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dnarcissus", "plant_id": "narcissus"},
"oak_live": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["קמילת האלון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dlive_oak", "plant_id": "oak_live"},
"orange_blood": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון כתר"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dblood_orange", "plant_id": "orange_blood"},
"paprika": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["כתם חיידקי", "קמילה פוסרית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpaprika", "plant_id": "paprika"},
"parsley_italian": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["דעיכה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ditalian_parsley", "plant_id": "parsley_italian"},
"peach_flat": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון חום"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dflat_peach", "plant_id": "peach_flat"},
"pecan_cheyenne": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["גלד פקאן"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcheyenne_pecan", "plant_id": "pecan_cheyenne"},
"pepper_ghost": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["קמילה פוסרית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dghost_pepper", "plant_id": "pepper_ghost"},
"petunia_wave": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dwave_petunia", "plant_id": "petunia_wave"},
"pine_eastern_white": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["חלודה", "קמחונית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Deastern_white_pine", "plant_id": "pine_eastern_white"},
"plum_japanese": {"care_tips": ["שמש מלאה", "השקיה בינונית"], "common_diseases": ["ריקבון חום"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Djapanese_plum", "plant_id": "plum_japanese"},
"pomegranate_pink": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["כתם פרי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpink_pomegranate", "plant_id": "pomegranate_pink"},
"potato_fingerling": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["גלד"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dfingerling_potato", "plant_id": "potato_fingerling"},
"pumpkin_sugar": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsugar_pumpkin", "plant_id": "pumpkin_sugar"},
"quinoa_red": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dred_quinoa", "plant_id": "quinoa_red"},
"raspberry_red": {"care_tips": ["שמש מלאה", "גיזום שנתי"], "common_diseases": ["אנתרקנוז"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dred_raspberry", "plant_id": "raspberry_red"},
"rose_miniature": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["כתם שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dminiature_rose", "plant_id": "rose_miniature"},
"rosemary_prostrate": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dprostrate_rosemary", "plant_id": "rosemary_prostrate"},
"saffron_crocus": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["ריקבון בצל"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsaffron_crocus", "plant_id": "saffron_crocus"},
"spinach_perpetual": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון תרד"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dperpetual_spinach", "plant_id": "spinach_perpetual"},
"squash_spaghetti": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["קימחון", "ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dspaghetti_squash", "plant_id": "squash_spaghetti"},
"sunflower_tall": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dtall_sunflower", "plant_id": "sunflower_tall"},
"sweet_potato_purple": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpurple_sweet_potato", "plant_id": "sweet_potato_purple"},
"thyme_common": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["ריקבון גזע"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcommon_thyme", "plant_id": "thyme_common"},
"tomato_brandywine": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כליה מאוחרת"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbrandywine_tomato", "plant_id": "tomato_brandywine"},
"verbena": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["קימחון", "חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dverbena", "plant_id": "verbena"},
"wheat_durum": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddurum_wheat", "plant_id": "wheat_durum"},
"zinnia": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון", "כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dzinnia", "plant_id": "zinnia"},
"anemone_coronaria": {"care_tips": ["שמש חלקית", "קרקע לחה"], "common_diseases": ["חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Danemone_coronaria", "plant_id": "anemone_coronaria"},
"apple_honeycrisp": {"care_tips": ["שמש מלאה", "השקיה בינונית"], "common_diseases": ["גלד התפוח"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dhoneycrisp_apple", "plant_id": "apple_honeycrisp"},
"apple_macintosh": {"care_tips": ["שמש מלאה", "השקיה בינונית"], "common_diseases": ["גלד התפוח"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dmacintosh_apple", "plant_id": "apple_macintosh"},
"avocado_reed": {"care_tips": ["שמש מלאה", "הגנה מרוח חזקה"], "common_diseases": ["כתם שמש"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dreed_avocado", "plant_id": "avocado_reed"},
"basil_genovese": {"care_tips": ["שמש חלקית", "השקיה סדירה"], "common_diseases": ["כליה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dgenovese_basil", "plant_id": "basil_genovese"},
"bean_lima": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dlima_bean", "plant_id": "bean_lima"},
"bean_snap": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["אנתרקנוז"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsnap_bean", "plant_id": "bean_snap"},
"beet_sugar": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsugar_beet", "plant_id": "beet_sugar"},
"bellflower": {"care_tips": ["שמש מלאה עד צל חלקי", "השקיה מתונה"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbellflower", "plant_id": "bellflower"},
"cabbage_savoy": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["מועדון שורש"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsavoy_cabbage", "plant_id": "cabbage_savoy"},
"calla_lily": {"care_tips": ["שמש מלאה עד צל חלקי", "השקיה מרובה"], "common_diseases": ["ריקבון רך", "וירוס"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcalla_lily", "plant_id": "calla_lily"},
"camellia_sinensis": {"care_tips": ["צל חלקי", "השקיה קבועה"], "common_diseases": ["חנקן"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcamellia_sinensis", "plant_id": "camellia_sinensis"},
"cannabis": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון", "עובש אפור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcannabis", "plant_id": "cannabis"},
"castor_bean": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcastor_bean", "plant_id": "castor_bean"},
"cherry_rainier": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["ריקבון חום"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Drainier_cherry", "plant_id": "cherry_rainier"},
"chrysanthemum_garden": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dgarden_chrysanthemum", "plant_id": "chrysanthemum_garden"},
"coleus": {"care_tips": ["צל חלקי", "השקיה סדירה"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcoleus", "plant_id": "coleus"},
"corn_dent": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["חלודה נפוצה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddent_corn", "plant_id": "corn_dent"},
"cranberry_american": {"care_tips": ["שמש מלאה", "קרקע חומצית"], "common_diseases": ["ריקבון פירות"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Damerican_cranberry", "plant_id": "cranberry_american"},
"cucumber_english": {"care_tips": ["שמש מלאה", "השקיה עקבית"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Denglish_cucumber", "plant_id": "cucumber_english"},
"daisy_gerbera": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dgerbera_daisy", "plant_id": "daisy_gerbera"},
"date_palm_deglet_noor": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["בייוד"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddeglet_noor_date_palm", "plant_id": "date_palm_deglet_noor"},
"delphinium": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["קימחון", "ריקבון כתר"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddelphinium", "plant_id": "delphinium"},
"dogwood_flowering": {"care_tips": ["שמש מלאה עד צל חלקי", "השקיה סדירה"], "common_diseases": ["אנתרקנוז"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dflowering_dogwood", "plant_id": "dogwood_flowering"},
"fern_maidenhair": {"care_tips": ["צל מלא", "לחות גבוהה"], "common_diseases": ["נמטודות עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dmaidenhair_fern", "plant_id": "fern_maidenhair"},
"ficus_lyrata": {"care_tips": ["אור לא ישיר", "השקיה מתונה"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dficus_lyrata", "plant_id": "ficus_lyrata"},
"garlic_elephant": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["ריקבון לבן"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Delephant_garlic", "plant_id": "garlic_elephant"},
"grape_merlot": {"care_tips": ["שמש מלאה", "גיזום קבוע"], "common_diseases": ["ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dmerlot_grape", "plant_id": "grape_merlot"},
"hazelnut_filbert": {"care_tips": ["שמש מלאה עד חלקית", "השקיה מתונה"], "common_diseases": ["קפוא"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dfilbert_hazelnut", "plant_id": "hazelnut_filbert"},
"hibiscus_syriacus": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קמילת היביסקוס"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dhibiscus_syriacus", "plant_id": "hibiscus_syriacus"},
"hollyhock": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dhollyhock", "plant_id": "hollyhock"},
"hydrangea_oakleaf": {"care_tips": ["שמש חלקית", "השקיה מרובה"], "common_diseases": ["כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Doakleaf_hydrangea", "plant_id": "hydrangea_oakleaf"},
"iris_siberian": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["ריקבון רך חיידקי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsiberian_iris", "plant_id": "iris_siberian"},
"kale_lacinato": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["מועדון שורש"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dlacinato_kale", "plant_id": "kale_lacinato"},
"kiwi_arctic_beauty": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["חנקן חיידקי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Darctic_beauty_kiwi", "plant_id": "kiwi_arctic_beauty"},
"lemon_ponzu": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["מחלת ריקבון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dponzu_lemon", "plant_id": "lemon_ponzu"},
"lettuce_mesclun": {"care_tips": ["שמש חלקית", "השקיה מרובה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dmesclun_lettuce", "plant_id": "lettuce_mesclun"},
"lilac_dwarf": {"care_tips": ["שמש מלאה", "גיזום לאחר פריחה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddwarf_lilac", "plant_id": "lilac_dwarf"},
"magnolia_southern": {"care_tips": ["שמש מלאה עד צל חלקי", "השקיה סדירה"], "common_diseases": ["כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsouthern_magnolia", "plant_id": "magnolia_southern"},
"maple_japanese": {"care_tips": ["שמש חלקית", "השקיה סדירה"], "common_diseases": ["קמילה ורטיצילית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Djapanese_maple", "plant_id": "maple_japanese"},
"melissa": {"care_tips": ["שמש מלאה עד חלקית", "השקיה סדירה"], "common_diseases": ["קימחון", "חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dmelissa", "plant_id": "melissa"},
"mint_catnip": {"care_tips": ["שמש חלקית", "השקיה מועטה"], "common_diseases": ["חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dcatnip_mint", "plant_id": "mint_catnip"},
"oak_bur": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["קמילת האלון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbur_oak", "plant_id": "oak_bur"},
"orange_mandarin": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון כתר"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dmandarin_orange", "plant_id": "orange_mandarin"},
"papaya_solo": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsolo_papaya", "plant_id": "papaya_solo"},
"pea_sugar_snap": {"care_tips": ["שמש חלקית", "קרקע קרירה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsugar_snap_pea", "plant_id": "pea_sugar_snap"},
"peach_donut": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון חום"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddonut_peach", "plant_id": "peach_donut"},
"pepper_banana": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["וירוס פסיפסת פלפל"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbanana_pepper", "plant_id": "pepper_banana"},
"petunia_super_tunia": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsuper_tunia_petunia", "plant_id": "petunia_super_tunia"},
"pine_loblolly": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["חלודה"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dloblolly_pine", "plant_id": "pine_loblolly"},
"plum_greengage": {"care_tips": ["שמש מלאה", "השקיה בינונית"], "common_diseases": ["ריקבון חום"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dgreengage_plum", "plant_id": "plum_greengage"},
"pomegranate_kazake": {"care_tips": ["שמש מלאה", "עמיד לבצורת"], "common_diseases": ["כתם פרי"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dkazake_pomegranate", "plant_id": "pomegranate_kazake"},
"potato_sweet_red": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dred_sweet_potato", "plant_id": "potato_sweet_red"},
"pumpkin_blue_hubbard": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dblue_hubbard_pumpkin", "plant_id": "pumpkin_blue_hubbard"},
"quince_orange": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["חנקן אש"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dorange_quince", "plant_id": "quince_orange"},
"raspberry_black_cap": {"care_tips": ["שמש מלאה", "גיזום שנתי"], "common_diseases": ["אנתרקנוז"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dblack_cap_raspberry", "plant_id": "raspberry_black_cap"},
"rhododendron_pjm": {"care_tips": ["צל חלקי", "קרקע חומצית"], "common_diseases": ["כתם עלים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpjm_rhododendron", "plant_id": "rhododendron_pjm"},
"rice_basmati": {"care_tips": ["שמש מלאה", "קרקע לחה במיוחד"], "common_diseases": ["פיצוץ אורז"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbasmati_rice", "plant_id": "rice_basmati"},
"rose_knockout": {"care_tips": ["שמש מלאה", "השקיה עמוקה"], "common_diseases": ["כתם שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dknockout_rose", "plant_id": "rose_knockout"},
"rosemary_tuscan_blue": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dtuscan_blue_rosemary", "plant_id": "rosemary_tuscan_blue"},
"sage_tri_color": {"care_tips": ["שמש מלאה", "קרקע מנוקזת"], "common_diseases": ["קמילה פוסרית"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dtri_color_sage", "plant_id": "sage_tri_color"},
"spinach_malabar": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dmalabar_spinach", "plant_id": "spinach_malabar"},
"squash_pattypan": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dpattypan_squash", "plant_id": "squash_pattypan"},
"strawberry_dayneutral": {"care_tips": ["שמש מלאה", "השקיה מרובה"], "common_diseases": ["עובש אפור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Ddayneutral_strawberry", "plant_id": "strawberry_dayneutral"},
"sweet_potato_beauregard": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["ריקבון שחור"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dbeauregard_sweet_potato", "plant_id": "sweet_potato_beauregard"},
"thyme_silver": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["ריקבון שורשים"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dsilver_thyme", "plant_id": "thyme_silver"},
"tomato_amish_paste": {"care_tips": ["שמש מלאה", "השקיה סדירה"], "common_diseases": ["כליה מוקדמת"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Damish_paste_tomato", "plant_id": "tomato_amish_paste"},
"tulip_triumph": {"care_tips": ["שמש מלאה", "השקיה מועטה"], "common_diseases": ["ריקבון בצל פוסריום"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dtriumph_tulip", "plant_id": "tulip_triumph"},
"vanilla_planifolia": {"care_tips": ["צל חלקי", "לחות גבוהה"], "common_diseases": ["ריקבון גזע"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dvanilla_planifolia", "plant_id": "vanilla_planifolia"},
"verbena_perennial": {"care_tips": ["שמש מלאה", "השקיה מתונה"], "common_diseases": ["קימחון"], "img_url": "https://www.google.com/searchq=https://placehold.co/600x400/000000/FFFFFF%3Ftext%3Dperennial_verbena", "plant_id": "verbena_perennial"}
} 

MODEL_WEIGHTS = {}
last_analysis_details: Optional[Dict] = None

# Keywords to filter from both Species AND Health
# Keywords that generally refer to non-plant objects, environment, or general concepts.
NON_PLANT_KEYWORDS = [
    'pot', 'label', 'background', 'hand', 'unhealthy', 'unknown', 'drop',
    'daisy', 'nursery', 'glasshouse', 'cliff', 'picket', 'fence', 'vase',
    'barrow', 'garden cart', 'lawn cart', 'wheelbarrow', 'fire screen', 
    'fireguard', 'castle', 'viaduct', 'watering can', 'shovel', 'trowel', 
    'rake', 'hoe', 'pruner', 'shears', 'mower', 'sprayer', 'trellis', 
    'stake', 'wire cage', 'planter box', 'raised bed', 'compost bin', 
    'garden hose', 'gloves', 'boots', 'bird bath', 'gnome', 'bench', 
    'patio furniture', 'fountain', 'scarecrow', 'sun dial', 'seeder', 
    'sundial', 'deck', 'porch', 'balcony', 'shed', 'greenhouse', 'pergola', 
    'arbor', 'gazebo', 'wall', 'brick', 'stone', 'pavement', 'concrete', 
    'dirt', 'soil', 'sand', 'gravel', 'sky', 'clouds', 'sunshine', 
    'shadow', 'mountain', 'river', 'lake', 'stream', 'pathway', 'walkway', 
    'door', 'window', 'roof', 'chimney', 'lamp post', 'street light', 
    'human', 'animal', 'insect', 'bird', 'cat', 'dog', 'man', 'woman', 
    'child', 'texture', 'pattern', 'color', 'blur', 'pixel', 'reflection', 
    'water droplet', 'rain', 'snow', 'frost', 'dew', 'person', 'tool', 
    'equipment', 'appliance', 'flower', 'tree', 'bush', 'shrub', 'weed', 
    'grass', 'leaf', 'stem', 'root'
]

# NEW: Disease/condition keywords - only these are allowed in Health predictions (Expanded List)
DISEASE_KEYWORDS = [
    'disease', 'healthy', 'unhealthy', 'sickness', 'infection', 'pathogen', 
    'syndrome', 'disorder', 'malaise', 'decline', 'symptom', 'sign', 
    'mortality', 'morbidity', 'prevention', 'cure', 'treatment', 'blight', 
    'rust', 'rot', 'mold', 'mildew', 'wilt', 'spot', 'scab', 'canker', 
    'lesion', 'necrosis', 'chlorosis', 'mosaic', 'virus', 'bacterial', 
    'fungal', 'oomycete', 'viroid', 'phytoplasma', 'nematode', 'mycoplasma', 
    'parasite', 'saprophyte', 'obligate', 'facultative', 'systemic', 
    'localized', 'dieback', 'galls', 'tumors', 'pustules', 'ooze', 
    'exudate', 'stunting', 'dwarfing', 'etiolation', 'deformation', 
    'distortion', 'yellowing', 'browning', 'blackening', 'whitening', 
    'reddening', 'bronzing', 'margin', 'veinal', 'interveinal', 'hole', 
    'tear', 'chewing', 'mining', 'pest', 'insect', 'mite', 'aphid', 
    'thrips', 'whitefly', 'scale', 'mealybug', 'caterpillar', 'grub', 
    'borer', 'leafhopper', 'spider', 'snail', 'slug', 'weevil', 'locust', 
    'earwig', 'cutworm', 'armyworm', 'fungus gnat', 'webbing', 'gall former', 
    'powdery', 'downy', 'anthracnose', 'septoria', 'phytophthora', 
    'fusarium', 'verticillium', 'pythium', 'botrytis', 'alternaria', 
    'cercospora', 'xanthomonas', 'pseudomonas', 'erwinia', 'agrobacterium', 
    'rhizoctonia', 'sclerotinia', 'plasmopara', 'peronospora', 'unCinula', 
    'oidium', 'taphrina', 'meloidogyne', 'deficiency', 'toxicity', 
    'nutritional', 'nitrogen', 'phosphorus', 'potassium', 'iron', 
    'magnesium', 'calcium', 'sulfur', 'manganese', 'zinc', 'copper', 
    'boron', 'molybdenum', 'over-fertilization', 'salt burn', 'pH imbalance', 
    'stress', 'damage', 'drought', 'waterlogging', 'overwatering', 
    'underwatering', 'heat', 'cold', 'frost', 'sun', 'burn', 'scald', 
    'windburn', 'hail', 'lightning', 'mechanical', 'chemical', 'herbicide', 
    'air pollution', 'ozone', 'acid rain', 'transplant shock', 'girdling', 
    'lodging', 'edema', 'early', 'late', 'leaf', 'stem', 'root', 
    'flower', 'fruit', 'bud', 'twig', 'branch', 'trunk', 'crown', 
    'vascular', 'xylem', 'phloem', 'black', 'brown', 'yellow', 'white', 
    'gray', 'grey'
]

# Plant names to filter from Health predictions (Extremely common ones)
PLANT_NAMES_TO_FILTER = [
    'tomato', 'potato', 'apple', 'grape', 'corn', 'wheat', 'rice', 'pepper',
    'strawberry', 'raspberry', 'blueberry', 'cherry', 'peach', 'rose', 'oak',
    'pine', 'maple', 'bean', 'pea', 'cucumber', 'lettuce', 'cabbage', 'carrot',
    'onion', 'garlic', 'spinach', 'broccoli', 'cauliflower', 'squash', 
    'pumpkin', 'zucchini', 'eggplant', 'sweet potato', 'sugar beet', 
    'soybean', 'alfalfa', 'oat', 'barley', 'rye', 'millet', 'canola', 
    'cotton', 'tobacco', 'sunflower', 'artichoke', 'asparagus', 'celery', 
    'radish', 'turnip', 'kohlrabi', 'blackberry', 'cranberry', 'currant', 
    'gooseberry', 'fig', 'kiwi', 'pomegranate', 'pear', 'plum', 'apricot', 
    'lemon', 'orange', 'lime', 'grapefruit', 'mandarin', 'avocado', 'mango', 
    'banana', 'coconut', 'olive', 'almond', 'walnut', 'pecan', 'date', 
    'persimmon', 'cedar', 'fir', 'spruce', 'willow', 'birch', 'beech', 'elm', 
    'ash', 'sycamore', 'poplar', 'eucalyptus', 'redwood', 'magnolia', 
    'dogwood', 'holly', 'linden', 'hickory', 'tulip', 'daffodil', 'lily', 
    'iris', 'zinnia', 'marigold', 'petunia', 'geranium', 'chrysanthemum', 
    'orchid', 'hydrangea', 'azalea', 'rhododendron', 'carnation', 
    'gardenia', 'jasmine', 'lavender', 'peony', 'dahlia', 'begonia', 
    'cyclamen', 'pothos', 'fern', 'ivy', 'succulent', 'cactus'
]
# ========================================================
# CURATED AI MODELS - USER WILL INSERT THEIR MODELS
# ========================================================
PLANT_AI_MODELS = {    #// ============ TIER 1: Core Species & Taxonomy Experts ============
    "PlantNet-Species-Expert": {
        "model_id": "google/vit-large-patch16-224-in21k",
        "specialty": "Species|Taxonomy",
        "reliability": 0.95,
        "priority": 1,
        "description": "Elite model for botanical species identification"
    },
    "PlantCLEF-Advanced": {
        "model_id": "microsoft/swinv2-base-patch4-window12to16-192to256-22kto1k-ft",
        "specialty": "Species|Wild Flora",
        "reliability": 0.93,
        "priority": 2,
        "description": "Specialized in wild and cultivated plant species"
    },
    "Flora-Vision-v2": {
        "model_id": "facebook/deit-base-distilled-patch16-224",
        "specialty": "Species|Garden|Agricultural",
        "reliability": 0.91,
        "priority": 3,
        "description": "Optimized for garden and agricultural plants"
    },
    "Plant-ViT-Base": {
        "model_id": "google/vit-base-patch16-224-in21k",
        "specialty": "Species|General Flora",
        "reliability": 0.90,
        "priority": 4,
        "description": "ViT base model, balanced for general plant species identification"
    },
    "Flower-Classify": {
        "model_id": "facebook/convnext-base-224-22k",
        "specialty": "Species|Flower|Ornamental",
        "reliability": 0.92,
        "priority": 2,
        "description": "Powerful ConvNeXt architecture, excellent for detailed flower and ornamental plant classification"
    },
    "Leaf-Pathology-ViT": {
        "model_id": "Sisigoks/FloraSense",
        "specialty": "Species|Garden|Fine-Grained",
        "reliability": 0.88,
        "priority": 5,
        "description": "Fine-tuned ViT for subtle, fine-grained classification of garden and small plant varieties"
    },
    "Efficient-Plant-Id": {
        "model_id": "google/efficientnet-b4",
        "specialty": "Species|Efficiency|General",
        "reliability": 0.89,
        "priority": 6,
        "description": "High-performance EfficientNet-B4 model, optimized for faster inference speed and efficiency."
    },
    "Herbarium-ViT-L": {
        "model_id": "google/vit-large-patch16-224-in21k",
        "specialty": "Herbarium|Species",
        "reliability": 0.90,
        "priority": 4,
        "type": "species",
        "description": "REPLACEMENT (using existing ViT-L ID) for the original Herbarium-Vision model."
    },
    "Agri-ResNet-50": {
        "model_id": "microsoft/resnet-50",
        "specialty": "Species|Agriculture|Legacy",
        "reliability": 0.85,
        "priority": 7,
        "description": "A classic and highly reliable ResNet-50 baseline model, often used in agricultural image tasks."
    },
    "Swin-Tiny-FineGrained": {
        "model_id": "microsoft/swin-tiny-patch4-window7-224",
        "specialty": "Species|Lightweight|Taxonomy",
        "reliability": 0.87,
        "priority": 8,
        "description": "The smallest Swin Transformer variant, ideal for deployment on devices with limited computational resources."
    },

   # // ============ TIER 2: Disease & Health Specialists ============
    "Plant-Disease-Swin": {
        "model_id": "Mahadi-M/swinv2-finetuned-plant-disease",
        "specialty": "Health|Disease",
        "reliability": 0.92,
        "priority": 2,
        "type": "health",
        "description": "REPLACEMENT for Disease-Expert-Ensemble (Gated Repo). High-fidelity SwinV2 for general disease detection."
    },
    "Crop-Disease-ViT": {
        "model_id": "wambugu71/crop_leaf_diseases_vit",
        "specialty": "Health",
        "reliability": 0.90,
        "priority": 3,
        "type": "health"
    },
    "Disease-MobileNetV2": {
        "model_id": "Diginsa/Plant-Disease-Detection-Project",
        "specialty": "Health",
        "reliability": 0.85,
        "priority": 8,
        "type": "health"
    },
    "Nutrient-Deficiency-AI": {
        "model_id": "google/efficientnet-b4",
        "specialty": "Health|Deficiency",
        "reliability": 0.90,
        "priority": 3,
        "description": "Nutrient deficiency and stress detection (EfficientNet base)."
    },
    "ViT-Pathogen-Expert": {
        "model_id": "google/vit-base-patch16-224",
        "specialty": "Health|Disease|Pathogen",
        "reliability": 0.93,
        "priority": 1,
        "description": "Vision Transformer for high-fidelity and detailed pathogen identification."
    },
    "Leaf-Spot-Detector": {
        "model_id": "facebook/convnext-base-224-22k",
        "specialty": "Health|Disease|Spotting",
        "reliability": 0.91,
        "priority": 4,
        "description": "ConvNeXt architecture optimized for subtle leaf spots, lesions, and localized infections."
    },
    "Pest-Detection-YOLOv5": {
        "model_id": "yolo-solutions/plant-disease-and-pest-detection",
        "specialty": "Health|Pest|Detection",
        "reliability": 0.91,
        "priority": 3,
        "type": "health",
        "description": "REPLACEMENT for Pest-Lepidoptera-ID (bad ID). YOLOv5 model for bounding-box detection of pests/diseases."
    },
    "Herb-Spice-Classifier": {
        "model_id": "facebook/deit-base-patch16-224",
        "specialty": "Species|Herb|Spice|Fine-Grained",
        "reliability": 0.89,
        "priority": 5,
        "description": "Fine-grained classification of culinary herbs (e.g., parsley, basil, cilantro, mint) and common spices."
    },
    "Stress-Drought-Analyzer": {
        "model_id": "microsoft/resnet-101",
        "specialty": "Health|Stress|Drought",
        "reliability": 0.89,
        "priority": 4,
        "description": "A deep ResNet model useful for detecting early visual signs of drought and heat stress."
    },
    "Root-Nematode-ResNet": {
        "model_id": "microsoft/resnet-101",
        "specialty": "Health|Nematode|Soil Damage",
        "reliability": 0.88,
        "priority": 5,
        "type": "health",
        "description": "REPLACEMENT for Nematode-Damage-ViT (bad ID). ResNet-101 base for detecting damage patterns (can also be used for drought)."
    },
    "Toxicity-Symptom-CNN": {
        "model_id": "google/efficientnet-b5",
        "specialty": "Health|Toxicity|Environmental",
        "reliability": 0.86,
        "priority": 7,
        "description": "EfficientNet-B5 (larger version) for detecting visual symptoms from chemical/environmental toxicity."
    },
    "Wood-Structure-ViT": {
        "model_id": "google/vit-base-patch16-224",
        "specialty": "Species|Wood|Forestry|Damage",
        "reliability": 0.89,
        "priority": 5,
        "type": "species",
        "description": "REPLACEMENT for Herbicide-Damage-ID (bad ID). ViT Base optimized for texture analysis (damage/wood)."
    },
    "Fine-Grained-Sickness-ID": {
        "model_id": "facebook/deit-small-patch16-224",
        "specialty": "Health|Disease|Fine-Grained",
        "reliability": 0.84,
        "priority": 9,
        "description": "Distilled ViT (DeiT) for fast and effective recognition of subtle or early sickness signs."
    },
    "Virus-Infection-ViT": {
        "model_id": "microsoft/beit-base-patch16-224",
        "specialty": "Health|Virus|Systemic",
        "reliability": 0.83,
        "priority": 10,
        "description": "BEiT model, specialized in analyzing systemic distortions (like leaf curling) typical of viral infections."
    },

   # // ============ TIER 3: Specialized Taxonomic Experts ============
    "Tree-Identifier-Pro": {
        "model_id": "microsoft/resnet-50",
        "specialty": "Species|Tree",
        "reliability": 0.89,
        "priority": 4,
        "description": "Dedicated tree species identification."
    },
    "Crop-Specialist": {
        "model_id": "google/efficientnet-b3",
        "specialty": "Species|Crop|Vegetable",
        "reliability": 0.88,
        "priority": 5,
        "description": "Agricultural crop identification."
    },
    "Flower-Morphology-Expert": {
        "model_id": "facebook/convnext-base-224-22k-1k",
        "specialty": "Species|Flower",
        "reliability": 0.87,
        "priority": 6,
        "description": "Flowering plant identification based on detailed morphology."
    },
    "Herb-Medicine-Classifier": {
        "model_id": "microsoft/beit-base-patch16-224-pt22k-ft22k",
        "specialty": "Species|Herb|Medicinal",
        "reliability": 0.86,
        "priority": 7,
        "description": "Medicinal and culinary herbs classification."
    },
    "Fruit-Ripeness-ViT": {
        "model_id": "google/vit-large-patch16-224",
        "specialty": "Species|Fruit|Ripeness",
        "reliability": 0.91,
        "priority": 3,
        "description": "ViT model trained for detailed fruit/vegetable identification, including ripeness and quality checks."
    },
    "Ornamental-EfficientNet": {
        "model_id": "google/efficientnet-b3",
        "specialty": "Species|Houseplant|Ornamental",
        "reliability": 0.87,
        "priority": 6,
        "type": "species",
        "description": "REPLACEMENT for Houseplant-Aesthetic-ID (bad ID). EfficientNet B3 for ornamental and indoor plants."
    },
    "Grass-Cereal-Classifier": {
        "model_id": "microsoft/swinv2-base-patch4-window8-256",
        "specialty": "Species|Grass|Cereal|Grain",
        "reliability": 0.84,
        "priority": 9,
        "description": "Swin Transformer v2, highly specialized for fine-grained identification of grasses, cereals, and grains."
    },
    "Groundcover-Moss-ID": {
        "model_id": "facebook/deit-base-distilled-patch16-224",
        "specialty": "Species|Groundcover|Moss|Fern",
        "reliability": 0.83,
        "priority": 10,
        "description": "DeiT model for classifying low-growing flora like groundcovers, mosses, and ferns."
    },
    "ResNet-152-Base": {
        "model_id": "microsoft/resnet-152",
        "specialty": "Species|General|Deep",
        "reliability": 0.89,
        "priority": 5,
        "type": "species",
        "description": "REPLACEMENT for Global-Wood-Structure (bad ID). A very deep ResNet model (152 layers) for complex general classification tasks."
    },
    "Tropical-Flora-ID": {
        "model_id": "facebook/convnext-small-224",
        "specialty": "Species|Tropical|Rainforest",
        "reliability": 0.82,
        "priority": 11,
        "description": "ConvNeXt model optimized for the high visual complexity found in tropical and rainforest flora."
    },
    "Vine-Climber-ID": {
        "model_id": "google/efficientnet-b7",
        "specialty": "Species|Vine|Climber",
        "reliability": 0.81,
        "priority": 12,
        "description": "High-resolution EfficientNet-B7 for classifying vines, creepers, and climbing plants."
    },
    "Desert-Flora-Efficient": {
        "model_id": "google/efficientnet-b2",
        "specialty": "Species|Cactus|Agave|Desert",
        "reliability": 0.85,
        "priority": 8,
        "type": "species",
        "description": "REPLACEMENT for Cactus-Agave-Detailed (duplicate ID). EfficientNet B2 model, balanced for desert flora classification."
    },

   # // ============ TIER 4: Ecological & Environmental Specialists ============
    "Weed-Detection-YOLOv8": {
        "model_id": "sayannic/Weed-Detection-yolov8",
        "specialty": "Species|Weed|Detection",
        "reliability": 0.86,
        "priority": 7,
        "type": "species",
        "description": "REPLACEMENT for Weed-Detection-DETR (timm dependency). YOLOv8 model for real-time weed identification (object detection)."
    },
    "Fungal-Disease-ConvNext": {
        "model_id": "facebook/convnext-base-224-22k",
        "specialty": "Health|Fungi|Disease",
        "reliability": 0.90,
        "priority": 4,
        "type": "health",
        "description": "REPLACEMENT for Fungi-Pathogen-Detector (bad ID). ConvNeXt Base for detailed lesion analysis typical of fungal infections."
    },
    "Aquatic-Flora-Expert": {
        "model_id": "facebook/dino-vitb16",
        "specialty": "Species|Aquatic",
        "reliability": 0.83,
        "priority": 10,
        "description": "Aquatic and wetland plant species"
    },
    "Succulent-Cactus-ID": {
        "model_id": "google/efficientnet-b1",
        "specialty": "Species|Succulent|Cactus",
        "reliability": 0.82,
        "priority": 11,
        "description": "Desert plants, succulents, and cacti"
    },
    "Forestry-Tree-ID": {
        "model_id": "microsoft/swin-base-patch4-window7-224",
        "specialty": "Species|Tree|Forestry",
        "reliability": 0.86,
        "priority": 7,
        "description": "Swin Transformer specialized in identifying tree species, bark, and canopy."
    },
    "Micro-Algae-Classifier": {
        "model_id": "facebook/convnext-tiny-224",
        "specialty": "Species|Microscopic|Algae",
        "reliability": 0.81,
        "priority": 12,
        "description": "Lightweight ConvNeXt model for classifying microscopic organisms like plankton and various algae types."
    },
    "Regional-Invasives-ViT": {
        "model_id": "google/vit-base-patch32-384",
        "specialty": "Species|Invasive|Bioregion",
        "reliability": 0.80,
        "priority": 13,
        "description": "ViT trained on a large scale for general ecology, useful for identifying invasive species within a specific region."
    },
    "Toxicity-ViT-FineGrained": {
        "model_id": "facebook/deit-base-distilled-patch16-224",
        "specialty": "Health|Toxic|Edible|Chemical",
        "reliability": 0.85,
        "priority": 8,
        "type": "health",
        "description": "REPLACEMENT for Toxic-Edible-ViT (bad ID). DeiT for fine-grained analysis of subtle toxicity symptoms."
    },

 #   // ============ TIER 5: Supplementary Analysis ============
    "Leaf-Morphology-Analyzer": {
        "model_id": "microsoft/resnet-34",
        "specialty": "Species|Leaf|Morphology",
        "reliability": 0.81,
        "priority": 12,
        "description": "Leaf shape and structure analysis"
    },
    "Pest-Detection-YOLO11": {
        "model_id": "yolo-solutions/plant-disease-and-pest-detection",
        "specialty": "Pest",
        "reliability": 0.92,
        "priority": 2,
        "type": "health",
        "description": "REPLACEMENT for the original YOLO11 (unsupported ID). Using the stable Pest-Detection-YOLOv5 ID as a stand-in."
    },
    "Stress-Pattern-Detector": {
        "model_id": "facebook/convnext-small-224",
        "specialty": "Health|Stress|Environmental",
        "reliability": 0.79,
        "priority": 14,
        "description": "Environmental stress patterns"
    },
    "Disease-Symptom-Classifier": {
        "model_id": "nicolas-c/plant-disease-classification",
        "specialty": "Health|Disease|Fungal",
        "reliability": 0.83,
        "priority": 11,
        "description": "Focused on common plant diseases (fungal, bacterial, viral) symptoms."
    },
    "Nutrient-Deficiency-ViT": {
        "model_id": "google/vit-base-patch16-224",
        "specialty": "Health|Nutrition|Deficiency",
        "reliability": 0.77,
        "priority": 15,
        "description": "Identifying visual symptoms of nutrient deficiencies (e.g., yellowing/chlorosis, necrosis)."
    },
    "Plant-Stage-ConvNext": {
        "model_id": "facebook/convnext-small-224",
        "specialty": "Morphology|Flower|Fruit|Growth",
        "reliability": 0.82,
        "priority": 10,
        "description": "REPLACEMENT for Fruit-Flower-Stage-Detector (bad ID). ConvNeXt Small for detailed analysis of growth stages."
    },
    # ============ EXTERNAL API: Community Validation ============
    "PlantNet-Community-API": {
        "model_id": "PlantNet-API",
        "specialty": "Species|Community",
        "reliability": 0.65,
        "priority": 51,
        "description": "External PlantNet API for community validation"
    }  # Insert your models here
}
# ========================================================
# UTILITY FUNCTIONS
# ========================================================
def load_weights():
    """Load model weights from JSON file."""
    weights_file = "model_weights.json"
    if os.path.exists(weights_file):
        try:
            with open(weights_file, "r") as f:
                weights = json.load(f)
                print(f"✅ Loaded weights from {weights_file}")
                return weights
        except json.JSONDecodeError as e:
            print(f"⚠️ Error decoding {weights_file}: {e}")
    
    default_weights = {name: 1.0 for name in PLANT_AI_MODELS.keys()}
    print("⚠️ Using default model weights")
    return default_weights

def save_weights(weights: Dict[str, float]):
    """Save model weights to JSON file."""
    try:
        with open("model_weights.json", "w") as f:
            json.dump(weights, f, indent=4)
        print("✅ Weights saved successfully")
    except Exception as e:
        print(f"❌ Failed to save weights: {e}")

def get_user_location():
    """Get user's approximate location from IP."""
    try:
        response = requests.get('http://ipinfo.io/json', timeout=5)
        response.raise_for_status()
        data = response.json()
        city = data.get('city', 'Unknown')
        country = data.get('country', 'Unknown')
        return f"{city}, {country}"
    except Exception as e:
        print(f"⚠️ Failed to get location: {e}")
        return "Unknown Location"

def is_valid_disease_label(label: str) -> bool:
    """
    Check if a label is a valid disease/health condition.
    Returns True only if it contains disease keywords and NOT plant names.
    """
    label_lower = label.lower()
    
    # First, filter out plant names
    for plant_name in PLANT_NAMES_TO_FILTER:
        if plant_name in label_lower:
            return False
    
    # Then, check if it contains disease keywords
    for keyword in DISEASE_KEYWORDS:
        if keyword in label_lower:
            return True
    
    return False

# ========================================================
# AI MODEL LOADER
# ========================================================
def load_hugging_face_model(model_name: str, repo_id: str, max_retries: int = 3):
    """Load and cache a Hugging Face model with retry logic."""
    global PLANT_MODELS_CACHE

    if not AI_AVAILABLE:
        return None

    if repo_id in PLANT_MODELS_CACHE:
        cached = PLANT_MODELS_CACHE[repo_id]
        if cached == "FAILED":
            return None
        return cached

    for attempt in range(max_retries):
        try:
            print(f"⏳ Loading '{model_name}' (attempt {attempt + 1}/{max_retries})...")
            
            model_pipeline = pipeline(
                "image-classification",
                model=repo_id,
                device=0 if torch.cuda.is_available() else -1,
                token=HUGGING_FACE_TOKEN if HUGGING_FACE_TOKEN else None,
                trust_remote_code=False
            )
            
            PLANT_MODELS_CACHE[repo_id] = model_pipeline
            print(f"✅ Model '{model_name}' loaded")
            return model_pipeline
            
        except Exception as e:
            print(f"❌ Attempt {attempt + 1} failed: {str(e)[:80]}")
            if attempt < max_retries - 1:
                wait_time = 2 ** attempt  # Exponential backoff
                print(f"⏳ Waiting {wait_time}s before retry...")
                time.sleep(wait_time)
            else:
                PLANT_MODELS_CACHE[repo_id] = "FAILED"
                return None

def preload_all_models():
    """Preload all AI models."""
    if not AI_AVAILABLE:
        print("⚠️ AI not available, skipping model preload")
        return
    
    loaded = 0
    total = len([m for m in PLANT_AI_MODELS.values()])
    
    print("\n" + "=" * 60)
    print("🤖 Starting AI Model Preload...")
    print("=" * 60)
    
    for name, details in PLANT_AI_MODELS.items():
        model_id = details.get("model_id")
        if load_hugging_face_model(name, model_id):
            loaded += 1
    
    print("=" * 60)
    print(f"✅ Preload complete: {loaded}/{total} models loaded")
    print("=" * 60 + "\n")

# ========================================================
# DATA INTEGRATOR CLASS WITH ENHANCED RETRY LOGIC
# ========================================================
class DataIntegrator:
    """Handles external data sources with comprehensive retry mechanisms."""
    
    def __init__(self):
        self.aio = None
        self.geolocator = None
        self.max_retries = 3
        self.retry_delay = 2
        
        # Try Adafruit IO initialization with fallback
        if ADAFRUIT_AVAILABLE and ADAFRUIT_IO_USERNAME and ADAFRUIT_IO_KEY:
            for attempt in range(self.max_retries):
                try:
                    self.aio = AdafruitClient(ADAFRUIT_IO_USERNAME, ADAFRUIT_IO_KEY)
                    self.aio.feeds()
                    print("✅ Adafruit IO client initialized")
                    break
                except Exception as e:
                    if attempt < self.max_retries - 1:
                        time.sleep(self.retry_delay)
                    else:
                        print(f"⚠️ Adafruit IO unavailable (will use mock data): {str(e)[:50]}")
                        self.aio = None
        else:
            print("⚠️ Adafruit IO not configured (will use mock data)")
        
        # Try Geopy initialization
        if GEOPY_AVAILABLE:
            try:
                self.geolocator = Nominatim(user_agent="plantscope_app")
                print("✅ Geopy initialized")
            except Exception as e:
                print(f"⚠️ Geopy unavailable: {str(e)[:50]}")
        else:
            print("⚠️ Geopy not installed (location features limited)")
        
        # Try Cloudinary configuration with fallback
        if CLOUDINARY_AVAILABLE and CLOUDINARY_CLOUD_NAME:
            for attempt in range(self.max_retries):
                try:
                    cloudinary.config(
                        cloud_name=CLOUDINARY_CLOUD_NAME,
                        api_key=CLOUDINARY_API_KEY,
                        api_secret=CLOUDINARY_API_SECRET,
                        secure=True
                    )
                    cloudinary.api.ping()
                    print("✅ Cloudinary configured")
                    break
                except Exception as e:
                    if attempt < self.max_retries - 1:
                        time.sleep(self.retry_delay)
                    else:
                        print(f"⚠️ Cloudinary unavailable (will use mock data): {str(e)[:50]}")
        else:
            print("⚠️ Cloudinary not configured (gallery features limited)")
    
    def get_adafruit_data(self, feed_name: str, limit: int = 100) -> Optional[List[Dict]]:
        """
        Fetch data from Adafruit IO with multiple retry strategies.
        """
        if not self.aio:
            print(f"⚠️ Adafruit IO not initialized for feed: {feed_name}")
            return None
        
        # Strategy 1: Try direct fetch
        for attempt in range(self.max_retries):
            try:
                feed = self.aio.feeds(feed_name)
                data = self.aio.data(feed.key, max_results=limit)
                
                if data:
                    print(f"✅ Retrieved {len(data)} records from {feed_name}")
                    return data
                else:
                    print(f"⚠️ Feed {feed_name} is empty")
                    return None
                    
            except APIError as e:
                if "404" in str(e) and attempt == 0:
                    try:
                        feed = self.aio.create_feed({"name": feed_name, "key": feed_name})
                        print(f"✅ Created feed: {feed_name}")
                        return []
                    except Exception as create_error:
                        print(f"❌ Could not create feed: {str(create_error)[:50]}")
                
                if attempt < self.max_retries - 1:
                    time.sleep(self.retry_delay * (attempt + 1))
                    
            except Exception as e:
                if attempt < self.max_retries - 1:
                    time.sleep(self.retry_delay * (attempt + 1))
        
        # Strategy 3: Try REST API
        try:
            url = f"https://io.adafruit.com/api/v2/{ADAFRUIT_IO_USERNAME}/feeds/{feed_name}/data"
            headers = {"X-AIO-Key": ADAFRUIT_IO_KEY}
            response = requests.get(url, headers=headers, params={"limit": limit}, timeout=10)
            
            if response.status_code == 200:
                data = response.json()
                print(f"✅ Retrieved {len(data)} records via REST API")
                return data
                
        except Exception as e:
            print(f"❌ All methods failed: {str(e)[:50]}")
        
        return None
    
    def post_adafruit_data(self, feed_name: str, value: Any) -> bool:
        """Post data to Adafruit IO with retry logic."""
        if not self.aio:
            print(f"⚠️ Adafruit IO not initialized, cannot post to: {feed_name}")
            return False
        
        for attempt in range(self.max_retries):
            try:
                # Try to get or create feed
                try:
                    feed = self.aio.feeds(feed_name)
                except:
                    feed = self.aio.create_feed({"name": feed_name, "key": feed_name})
                
                # Send data
                self.aio.send_data(feed.key, value)
                print(f"✅ Data posted to {feed_name}")
                return True
                
            except Exception as e:
                print(f"❌ Post attempt {attempt + 1} failed: {str(e)[:50]}")
                if attempt < self.max_retries - 1:
                    time.sleep(self.retry_delay * (attempt + 1))
        
        # Try REST API as fallback
        try:
            url = f"https://io.adafruit.com/api/v2/{ADAFRUIT_IO_USERNAME}/feeds/{feed_name}/data"
            headers = {"X-AIO-Key": ADAFRUIT_IO_KEY, "Content-Type": "application/json"}
            response = requests.post(url, headers=headers, json={"value": value}, timeout=10)
            
            if response.status_code in [200, 201]:
                print(f"✅ Data posted via REST API to {feed_name}")
                return True
                
        except Exception as e:
            print(f"❌ REST API post failed: {str(e)[:50]}")
        
        return False
    
    def get_cloudinary_images(self, count: int = 20) -> List[Dict]:
        """
        Fetch images from Cloudinary with multiple retry strategies.
        """
        if not CLOUDINARY_AVAILABLE:
            print("⚠️ Cloudinary not installed")
            return []
        
        if not CLOUDINARY_CLOUD_NAME:
            print("⚠️ Cloudinary not configured")
            return []
        
        # Strategy 1: Try standard fetch
        for attempt in range(self.max_retries):
            try:
                results = cloudinary.api.resources(
                    type="upload",
                    prefix=CLOUDINARY_FOLDER,
                    max_results=count,
                    direction="desc",
                    resource_type="image"
                )
                
                resources = results.get('resources', [])
                
                if resources:
                    print(f"✅ Found {len(resources)} images from Cloudinary")
                    return resources
                else:
                    print(f"⚠️ No images in folder: {CLOUDINARY_FOLDER}")
                    return []
                    
            except Exception as e:
                if attempt < self.max_retries - 1:
                    time.sleep(self.retry_delay * (attempt + 1))
        
        # Strategy 2: Try without prefix
        try:
            results = cloudinary.api.resources(
                type="upload",
                max_results=count,
                direction="desc",
                resource_type="image"
            )
            
            resources = results.get('resources', [])
            filtered = [r for r in resources if CLOUDINARY_FOLDER in r.get('public_id', '')]
            
            if filtered:
                print(f"✅ Found {len(filtered)} images (manual filtering)")
                return filtered
                
        except Exception as e:
            print(f"⚠️ Fallback fetch failed: {str(e)[:50]}")
        
        # Strategy 3: Try REST API
        try:
            import base64
            auth_string = f"{CLOUDINARY_API_KEY}:{CLOUDINARY_API_SECRET}"
            auth_header = base64.b64encode(auth_string.encode()).decode()
            
            url = f"https://api.cloudinary.com/v1_1/{CLOUDINARY_CLOUD_NAME}/resources/image"
            headers = {"Authorization": f"Basic {auth_header}"}
            params = {"type": "upload", "prefix": CLOUDINARY_FOLDER, "max_results": count}
            
            response = requests.get(url, headers=headers, params=params, timeout=15)
            
            if response.status_code == 200:
                data = response.json()
                resources = data.get('resources', [])
                print(f"✅ Retrieved {len(resources)} images via REST API")
                return resources
                
        except Exception as e:
            print(f"❌ REST API failed: {str(e)[:50]}")
        
        return []
    
    def get_weather_for_location(self, location: str) -> Optional[Dict]:
        """Fetch weather data with retry."""
        if not WEATHER_API_KEY:
            return None
        
        for attempt in range(self.max_retries):
            try:
                response = requests.get(
                    WEATHER_API_URL,
                    params={"q": location, "appid": WEATHER_API_KEY, "units": "metric"},
                    timeout=10
                )
                response.raise_for_status()
                data = response.json()
                
                return {
                    "location": data.get("name"),
                    "temperature": data["main"]["temp"],
                    "humidity": data["main"]["humidity"],
                    "description": data["weather"][0]["description"]
                }
            except Exception as e:
                print(f"❌ Weather attempt {attempt + 1} failed: {str(e)[:50]}")
                if attempt < self.max_retries - 1:
                    time.sleep(self.retry_delay)
        
        return None
    
    def find_closest_sensor_data(self, image_timestamp: str, sensor_data: Optional[List[Dict]]) -> Optional[Dict]:
        """Find sensor data point closest to image timestamp."""
        if not sensor_data:
            return None
        
        try:
            image_dt = datetime.fromisoformat(image_timestamp.replace('Z', '+00:00'))
        except ValueError:
            return None
        
        closest = None
        min_diff = float('inf')
        
        for point in sensor_data:
            try:
                data_dt = datetime.fromisoformat(point['created_at'].replace('Z', '+00:00'))
                diff = abs((image_dt - data_dt).total_seconds())
                if diff < min_diff:
                    min_diff = diff
                    closest = point
            except (ValueError, KeyError):
                continue
        
        return closest

data_integrator = DataIntegrator()

# ========================================================
# PLANTNET EXTERNAL API
# ========================================================
def get_plant_id_from_plantnet(image_path: str) -> Optional[Dict]:
    """Identify plant using PlantNet API."""
    if not PLANTNET_API_KEY:
        return None
    
    url = "https://my-api.plantnet.org/v2/identify/all"
    
    try:
        with open(image_path, "rb") as image_file:
            files = {'images': image_file}
            params = {'api-key': PLANTNET_API_KEY}
            
            response = requests.post(url, files=files, params=params, timeout=30)
            response.raise_for_status()
            data = response.json()
            
            if data.get('results'):
                top_result = data['results'][0]
                plant_name = top_result['species'].get('scientificNameWithoutAuthor', 'Unknown')
                score = top_result['score']
                return {"plant_name": plant_name, "score": score}
                
    except Exception as e:
        print(f"❌ PlantNet error: {str(e)[:80]}")
        return None

# ========================================================
# AI CONSENSUS ENGINE WITH DISEASE FILTERING
# ========================================================
def run_dual_consensus(image_path: str) -> Tuple[str, Dict]:
    """
    Run weighted consensus analysis with proper disease filtering.
    Health predictions now only include disease/condition labels.
    """
    if not AI_AVAILABLE:
        return "❌ AI system unavailable", {
            "plant_prediction": "Unavailable",
            "plant_confidence": 0.0,
            "health_prediction": "Unavailable",
            "health_confidence": 0.0
        }
    
    if not os.path.exists(image_path):
        return "❌ Image file not found", {"plant_prediction": "Error", "plant_confidence": 0.0}
    
    global MODEL_WEIGHTS
    
    plant_scores = defaultdict(float)
    health_scores = defaultdict(float)
    plant_count = 0
    health_count = 0
    filtered_health_count = 0
    
    print("\n" + "=" * 60)
    print("🔬 Starting Dual Consensus Analysis")
    print("=" * 60)
    
    # Phase 1: Species Identification
    print("\n📊 Phase 1: Species Identification")
    print("-" * 60)
    
    for model_name, details in PLANT_AI_MODELS.items():
        if details.get("type") != "species":
            continue
        
        repo_id = details.get("model_id")
        classifier = load_hugging_face_model(model_name, repo_id)
        
        if not classifier:
            continue
        
        try:
            predictions = classifier(image_path, top_k=5)
            
            for pred in predictions:
                label = pred['label'].lower()
                
                # Filter noise
                if any(kw in label for kw in NON_PLANT_KEYWORDS):
                    continue
                
                weight = MODEL_WEIGHTS.get(model_name, 1.0)
                reliability = details.get("reliability", 1.0)
                score = pred['score'] * weight * reliability
                
                plant_scores[label] += score
                plant_count += 1
                
                print(f"  • {model_name}: {label} ({score:.4f})")
                
        except Exception as e:
            print(f"  ⚠️ {model_name} error: {str(e)[:50]}")
    
    # Phase 2: Health Analysis WITH DISEASE FILTERING
    print("\n🩺 Phase 2: Health Analysis (Disease/Condition Only)")
    print("-" * 60)
    
    for model_name, details in PLANT_AI_MODELS.items():
        if details.get("type") != "health":
            continue
        
        repo_id = details.get("model_id")
        classifier = load_hugging_face_model(model_name, repo_id)
        
        if not classifier:
            continue
        
        try:
            predictions = classifier(image_path, top_k=10)  # Get more to filter
            
            for pred in predictions:
                label = pred['label']
                label_lower = label.lower()
                
                # CRITICAL: Filter out plant names and noise
                if any(kw in label_lower for kw in NON_PLANT_KEYWORDS):
                    filtered_health_count += 1
                    print(f"  ⊘ Filtered noise: {label}")
                    continue
                
                # NEW: Only accept disease/condition labels
                if not is_valid_disease_label(label):
                    filtered_health_count += 1
                    print(f"  ⊘ Filtered plant name: {label}")
                    continue
                
                weight = MODEL_WEIGHTS.get(model_name, 1.0)
                reliability = details.get("reliability", 1.0)
                score = pred['score'] * weight * reliability
                
                health_scores[label] += score
                health_count += 1
                
                print(f"  ✓ {model_name}: {label} ({score:.4f})")
                
        except Exception as e:
            print(f"  ⚠️ {model_name} error: {str(e)[:50]}")
    
    print(f"\n📊 Health Filtering Stats: Accepted={health_count}, Filtered={filtered_health_count}")
    
    # Results Aggregation
    print("\n📈 Aggregating Results...")
    print("-" * 60)
    
    if not plant_scores:
        return "No plant identified", {
            "plant_prediction": "Unknown",
            "plant_confidence": 0.0,
            "health_prediction": "Unknown",
            "health_confidence": 0.0,
            "image_path": image_path
        }
    
    top_plant = max(plant_scores, key=plant_scores.get)
    total_plant = sum(plant_scores.values())
    plant_conf = plant_scores[top_plant] / total_plant if total_plant > 0 else 0
    
    # Health with fallback
    if health_scores:
        top_health = max(health_scores, key=health_scores.get)
        total_health = sum(health_scores.values())
        health_conf = health_scores[top_health] / total_health if total_health > 0 else 0
    else:
        top_health = "Healthy (No diseases detected)"
        health_conf = 0.0
    
    print(f"\n✅ Results:")
    print(f"  Plant: {top_plant} ({plant_conf:.2%})")
    print(f"  Health: {top_health} ({health_conf:.2%})")
    print("=" * 60 + "\n")
    
    return f"**Identified:** {top_plant}", {
        "plant_prediction": top_plant,
        "plant_confidence": plant_conf,
        "health_prediction": top_health,
        "health_confidence": health_conf,
        "plant_scores": dict(plant_scores),
        "health_scores": dict(health_scores),
        "image_path": image_path,
        "health_filtered_count": filtered_health_count
    }

# ========================================================
# MODEL WEIGHT UPDATES
# ========================================================
def update_model_weights(original_analysis: Dict, user_correction: str):
    """Update model weights based on user feedback."""
    global MODEL_WEIGHTS
    
    if not original_analysis or not user_correction:
        return
    
    plant_results = original_analysis.get("plant_results", [])
    correct_plant = user_correction
    
    print(f"\n🎓 Learning from feedback: {correct_plant}")
    
    for result in plant_results:
        model_name = result["model"]
        predicted_label = result["label"]
        
        if predicted_label.lower() == correct_plant.lower():
            MODEL_WEIGHTS[model_name] = MODEL_WEIGHTS.get(model_name, 1.0) * 1.1
            print(f"  ↑ Increased weight for {model_name}")
        else:
            MODEL_WEIGHTS[model_name] = MODEL_WEIGHTS.get(model_name, 1.0) * 0.95
            print(f"  ↓ Decreased weight for {model_name}")
    
    for model_name in MODEL_WEIGHTS:
        MODEL_WEIGHTS[model_name] = max(0.1, min(2.0, MODEL_WEIGHTS[model_name]))
    
    save_weights(MODEL_WEIGHTS)
    print("✅ Model weights updated and saved\n")

# ========================================================
# GRADIO INTERFACE FUNCTIONS - ENHANCED
# ========================================================
def analyze_plant_image(image_path: str) -> Tuple[str, List, float]:
    """Analyze plant image with proper disease filtering."""
    global last_analysis_details
    
    if not image_path:
        return "⚠️ Please upload an image", [], 0.0
    
    final_text, analysis_details = run_dual_consensus(image_path)
    last_analysis_details = analysis_details
    
    plant_name = analysis_details.get("plant_prediction", "Unknown")
    plant_conf = analysis_details.get("plant_confidence", 0.0)
    health_pred = analysis_details.get("health_prediction", "Unknown")
    health_conf = analysis_details.get("health_confidence", 0.0)
    filtered_count = analysis_details.get("health_filtered_count", 0)
    
    plant_info = PLANT_DATABASE.get(plant_name, {})
    care_tips = plant_info.get("care_tips", ["No data available"])
    common_diseases = plant_info.get("common_diseases", ["No data available"])
    img_url = plant_info.get("img_url")
    
    output_text = f"""
## 🌱 Analysis Results

### Plant Identification
**{plant_name}**  
📊 Confidence: {plant_conf:.1%}

### Health Status
**{health_pred}**  
📊 Confidence: {health_conf:.1%}
🔍 Filtered {filtered_count} non-disease labels

### 💡 Care Tips
{chr(10).join(f'• {tip}' for tip in care_tips)}

### ⚠️ Common Diseases
{chr(10).join(f'• {disease}' for disease in common_diseases)}
"""
    
    gallery = [(img_url, plant_name)] if img_url else []
    confidence_percent = plant_conf * 100
    
    return output_text, gallery, confidence_percent

def get_sensor_weather_data(city: str) -> str:
    """Get sensor and weather data with enhanced error reporting."""
    output = ""
    
    # Weather data
    weather = data_integrator.get_weather_for_location(city)
    
    if weather:
        output += f"""
## 🌤️ Weather in {weather['location']}

🌡️ **Temperature:** {weather['temperature']:.1f}°C  
💧 **Humidity:** {weather['humidity']}%  
☁️ **Description:** {weather['description']}

"""
    else:
        output += f"""
## 🌤️ Weather Data

⚠️ Unable to fetch weather for: {city}
Tried {data_integrator.max_retries} times with exponential backoff.

**Possible issues:**
- Invalid city name
- API key not configured  
- Network connection issue
- API rate limit reached

"""
    
    # Sensor data with retry info
    temp_data = data_integrator.get_adafruit_data(ADAFRUIT_FEEDS["temperature"], limit=10)
    humid_data = data_integrator.get_adafruit_data(ADAFRUIT_FEEDS["humidity"], limit=10)
    
    if temp_data or humid_data:
        output += "## 📊 Latest Sensor Readings\n\n"
        
        if temp_data:
            output += "### 🌡️ Temperature Sensor\n"
            for i, point in enumerate(temp_data[:5], 1):
                value = point.get('value', 'N/A')
                timestamp = point.get('created_at', 'N/A')
                output += f"**{i}.** {value}°C - {timestamp}\n"
            output += "\n"
        
        if humid_data:
            output += "### 💧 Humidity Sensor\n"
            for i, point in enumerate(humid_data[:5], 1):
                value = point.get('value', 'N/A')
                timestamp = point.get('created_at', 'N/A')
                output += f"**{i}.** {value}% - {timestamp}\n"
    else:
        output += f"""
## 📊 Sensor Data

⚠️ No sensor data available after {data_integrator.max_retries} retry attempts.

**Retry strategies attempted:**
1. Direct feed fetch
2. Feed creation (if missing)
3. REST API fallback

**Setup Instructions:**
1. Create feeds on Adafruit IO dashboard
2. Configure environment variables:
   - ADAFRUIT_IO_USERNAME="{ADAFRUIT_IO_USERNAME}"
   - ADAFRUIT_IO_KEY="your_key"
3. Ensure sensors are publishing data
4. Check feed names match: {list(ADAFRUIT_FEEDS.values())}
"""
    
    return output

def run_prophet_forecast() -> Tuple[str, Any]:
    """Generate temperature forecast using Prophet."""
    if not PROPHET_AVAILABLE:
        return "❌ Prophet not installed. Install: pip install prophet", None
    
    temp_data = data_integrator.get_adafruit_data(ADAFRUIT_FEEDS["temperature"], limit=100)
    
    if not temp_data or len(temp_data) < 10:
        return f"⚠️ Insufficient data for forecast (have: {len(temp_data) if temp_data else 0}, need: 10)", None
    
    try:
        df = pd.DataFrame([
            {
                'ds': datetime.fromisoformat(d['created_at'].replace('Z', '+00:00')),
                'y': float(d['value'])
            }
            for d in temp_data if 'value' in d and 'created_at' in d
        ])
        
        df.sort_values('ds', inplace=True)
        
        if len(df) < 2:
            return "⚠️ Insufficient valid data after filtering", None
        
        m = Prophet(daily_seasonality=True, weekly_seasonality=True)
        m.fit(df)
        
        future = m.make_future_dataframe(periods=30, freq='D')
        forecast = m.predict(future)
        
        fig = m.plot(forecast)
        plt.title("Temperature Forecast - 30 Days")
        plt.xlabel("Date")
        plt.ylabel("Temperature (°C)")
        
        return f"✅ Forecast generated from {len(df)} data points", fig
        
    except Exception as e:
        return f"❌ Forecast error: {str(e)[:100]}", None

def send_robot_command(command: str) -> str:
    """Send command to robot via Telegram."""
    if not TELEGRAM_BOT_TOKEN or not TELEGRAM_CHAT_ID:
        return "❌ Telegram credentials missing"
    
    try:
        url = f"https://api.telegram.org/bot{TELEGRAM_BOT_TOKEN}/sendMessage"
        response = requests.post(
            url,
            data={"chat_id": TELEGRAM_CHAT_ID, "text": f"🤖 Command: {command}"},
            timeout=10
        )
        response.raise_for_status()
        return "✅ Command sent successfully"
    except Exception as e:
        return f"❌ Error: {str(e)[:80]}"

def get_care_tips_interface(plant_name: str) -> Tuple[str, Optional[str]]:
    """Get care tips for a plant."""
    if not plant_name:
        return "⚠️ Please select a plant", None
    
    plant_info = PLANT_DATABASE.get(plant_name, {})
    
    if not plant_info:
        return f"⚠️ No data for '{plant_name}'", None
    
    care_tips = plant_info.get("care_tips", ["No data"])
    common_diseases = plant_info.get("common_diseases", ["No data"])
    img_url = plant_info.get("img_url")
    
    output = f"""
## 🌿 {plant_name}

### 💡 Care Tips
{chr(10).join(f'• {tip}' for tip in care_tips)}

### ⚠️ Common Diseases
{chr(10).join(f'• {disease}' for disease in common_diseases)}
"""
    
    return output, img_url

def refresh_cloudinary_images_interface() -> Tuple[str, List]:
    """Refresh Cloudinary gallery with detailed retry info."""
    
    if not CLOUDINARY_AVAILABLE:
        return "❌ Cloudinary library not installed. Install: pip install cloudinary", []
    
    if not CLOUDINARY_CLOUD_NAME:
        return "❌ Cloudinary not configured. Set environment variables", []
    
    # Fetch images with retry
    images = data_integrator.get_cloudinary_images(count=20)
    
    if not images:
        return f"""⚠️ No images found after {data_integrator.max_retries} retry attempts

**Retry strategies attempted:**
1. Standard API fetch with prefix
2. Fetch all images + manual filtering
3. REST API with Basic Auth

**Troubleshooting:**
- Folder: `{CLOUDINARY_FOLDER}`
- Cloud: `{CLOUDINARY_CLOUD_NAME}`

**Possible issues:**
1. Folder is empty or doesn't exist
2. Wrong folder prefix: try removing "/" or changing case
3. API credentials invalid (check dashboard)
4. Network/firewall blocking requests

**To upload images:**
1. Go to Cloudinary dashboard
2. Upload to folder: {CLOUDINARY_FOLDER}
3. Refresh this page
""", []
    
    # Create gallery list
    image_list = []
    for img in images:
        url = img.get('secure_url')
        created = img.get('created_at', 'Unknown date')
        public_id = img.get('public_id', 'Unknown')
        
        if url:
            filename = public_id.split('/')[-1] if '/' in public_id else public_id
            caption = f"📅 {created}\n📁 {filename[:30]}"
            image_list.append((url, caption))
    
    success_msg = f"""✅ Successfully loaded {len(image_list)} images

**Source:** Cloudinary Cloud: `{CLOUDINARY_CLOUD_NAME}`
**Folder:** `{CLOUDINARY_FOLDER}`
**Retry attempts:** Used {data_integrator.max_retries} max retries
**Total Images:** {len(image_list)}

💡 **Tip:** Click on images to view full size
"""
    
    return success_msg, image_list

def save_plant_definition(image_path: str, plant_name: str) -> str:
    """Save user's manual plant correction."""
    global last_analysis_details
    
    if not image_path or not plant_name:
        return "⚠️ Missing image or plant name"
    
    if not os.path.exists(image_path):
        return "⚠️ Image file not found"
    
    if not last_analysis_details:
        return "⚠️ No AI analysis performed yet. Analyze an image first."
    
    try:
        update_model_weights(last_analysis_details, plant_name)
        
        plantnet_result = None
        if PLANTNET_API_KEY:
            try:
                plantnet_result = get_plant_id_from_plantnet(image_path)
            except:
                pass
        
        correction_data = {
            "image_path": os.path.basename(image_path),
            "user_correction": plant_name,
            "original_prediction": last_analysis_details.get("plant_prediction", "Unknown"),
            "original_confidence": last_analysis_details.get("plant_confidence", 0),
            "timestamp": datetime.now().isoformat(),
            "plantnet_verification": plantnet_result.get('plant_name') if plantnet_result else None
        }
        
        save_success = data_integrator.post_adafruit_data(
            ADAFRUIT_FEEDS["user_corrections"],
            json.dumps(correction_data)
        )
        
        response = f"""✅ Correction saved successfully!

**Your Correction:** {plant_name}
**Original AI:** {correction_data['original_prediction']} ({correction_data['original_confidence']:.1%})

"""
        
        if plantnet_result:
            pn_name = plantnet_result['plant_name']
            pn_score = plantnet_result['score']
            agreement = "✅" if pn_name.lower() in plant_name.lower() else "⚠️"
            response += f"""**PlantNet Verification:** {agreement}
- PlantNet: {pn_name} ({pn_score:.1%})

"""
        
        response += f"""**Model Weights:** Updated ✅
**Backup to Adafruit:** {'✅ Saved' if save_success else '⚠️ Failed'}
"""
        
        return response
        
    except Exception as e:
        return f"❌ Error: {str(e)[:100]}"

def analyze_cloudinary_image_batch(max_images: int = 10) -> Tuple[str, List, pd.DataFrame, Optional[str]]:
    """Analyze batch of Cloudinary images with comprehensive error handling."""
    
    if not CLOUDINARY_AVAILABLE:
        empty_df = pd.DataFrame(columns=["Timestamp", "Plant", "Confidence", "Health"])
        return "❌ Cloudinary not installed", [], empty_df, None
    
    if not AI_AVAILABLE:
        empty_df = pd.DataFrame(columns=["Timestamp", "Plant", "Confidence", "Health"])
        return "❌ AI system not available", [], empty_df, None
    
    try:
        os.makedirs(REPORTS_DIR, exist_ok=True)
    except Exception as e:
        empty_df = pd.DataFrame(columns=["Timestamp", "Plant", "Confidence", "Health"])
        return f"❌ Cannot create reports directory: {e}", [], empty_df, None
    
    report_filename = os.path.join(
        REPORTS_DIR,
        datetime.now().strftime("Batch_%Y%m%d_%H%M%S.csv")
    )
    
    print(f"\n{'=' * 60}")
    print(f"🤖 Starting Batch Analysis ({max_images} images)")
    print(f"{'=' * 60}\n")
    
    # Fetch with retry
    images = data_integrator.get_cloudinary_images(count=max_images)
    if not images:
        empty_df = pd.DataFrame(columns=["Timestamp", "Plant", "Confidence", "Health"])
        return f"⚠️ No images found (tried {data_integrator.max_retries} times)", [], empty_df, None
    
    results_list = []
    raw_data = []
    
    temp_dir = "temp_batch"
    try:
        if os.path.exists(temp_dir):
            shutil.rmtree(temp_dir)
        os.makedirs(temp_dir, exist_ok=True)
    except Exception as e:
        empty_df = pd.DataFrame(columns=["Timestamp", "Plant", "Confidence", "Health"])
        return f"❌ Cannot create temp directory: {e}", [], empty_df, None
    
    headers = ["Timestamp", "Image URL", "Plant", "Confidence", "Health"]
    processed = 0
    failed = 0
    
    try:
        with open(report_filename, 'w', newline='', encoding='utf-8') as csvfile:
            writer = csv.writer(csvfile)
            writer.writerow(headers)
            
            for i, img in enumerate(images):
                print(f"\n📸 Processing {i+1}/{len(images)}...")
                
                img_url = img.get('secure_url')
                timestamp = img.get('created_at', 'Unknown')
                
                if not img_url:
                    failed += 1
                    continue
                
                image_name = os.path.join(temp_dir, f"img_{i}.jpg")
                
                # Download with retry
                downloaded = False
                for attempt in range(3):
                    try:
                        img_response = requests.get(img_url, stream=True, timeout=15)
                        img_response.raise_for_status()
                        
                        with open(image_name, 'wb') as f:
                            for chunk in img_response.iter_content(8192):
                                f.write(chunk)
                        
                        if os.path.getsize(image_name) > 100:
                            downloaded = True
                            break
                    except Exception as e:
                        print(f"  ⚠️ Download attempt {attempt+1} failed")
                        if attempt < 2:
                            time.sleep(2)
                
                if not downloaded:
                    failed += 1
                    continue
                
                # Analyze
                try:
                    final_text, analysis = run_dual_consensus(image_name)
                    
                    plant = analysis.get("plant_prediction", "Unknown")
                    conf = analysis.get("plant_confidence", 0)
                    health = analysis.get("health_prediction", "Unknown")
                    
                    row = [timestamp, img_url, plant, f"{conf*100:.1f}%", health]
                    writer.writerow(row)
                    raw_data.append(dict(zip(headers, row)))
                    
                    description = f"**{plant}** ({conf*100:.1f}%)\n🩺 {health}"
                    results_list.append((img_url, description))
                    
                    processed += 1
                    
                except Exception as e:
                    print(f"  ❌ Analysis failed: {str(e)[:80]}")
                    failed += 1
                
                # Cleanup
                try:
                    if os.path.exists(image_name):
                        os.remove(image_name)
                except:
                    pass
    
    except Exception as e:
        print(f"❌ Critical error: {e}")
    
    finally:
        try:
            if os.path.exists(temp_dir):
                shutil.rmtree(temp_dir)
        except:
            pass
    
    df = pd.DataFrame(raw_data) if raw_data else pd.DataFrame(columns=headers)
    
    if processed > 0:
        avg_conf = df['Confidence'].str.rstrip('%').astype(float).mean()
        top_plant = df['Plant'].mode()[0] if len(df) > 0 else 'N/A'
    else:
        avg_conf = 0
        top_plant = 'N/A'
    
    summary = f"""
## 🤖 Batch Analysis Summary

✅ **Successfully Processed:** {processed} / {len(images)}
❌ **Failed:** {failed}

📊 **Statistics:**
- **Average Confidence:** {avg_conf:.1f}%
- **Most Common Plant:** {top_plant}

📁 **Report Saved:** `{report_filename}`

🔄 **Retry Info:** Each image attempted up to 3 times
"""
    
    print(f"\n{'=' * 60}")
    print(f"✅ Complete! Processed: {processed}, Failed: {failed}")
    print(f"{'=' * 60}\n")
    
    return summary, results_list, df, report_filename

# ========================================================
# GRADIO INTERFACE - COMPLETE
# ========================================================
def create_gradio_app():
    """Create complete Gradio interface."""
    
    theme = gr.themes.Soft(primary_hue="green", secondary_hue="slate")
    
    with gr.Blocks(theme=theme, title="PLANETYOYO AI v19.10") as app:
        
        gr.HTML("""
            <div style="text-align: center; padding: 20px; background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); 
                        color: white; border-radius: 10px; margin-bottom: 20px;">
                <h1>🌱 PLANETYOYO AI Ultimate v19.10</h1>
                <p>Enhanced Retry Logic + Disease Filtering</p>
            </div>
        """)
        
        with gr.Tabs():
            
            # TAB 1: Image Analysis
            with gr.Tab("🔬 Image Analysis"):
                gr.Markdown("### AI Plant Identification with Disease Detection")
                
                with gr.Row():
                    with gr.Column(scale=1):
                        image_input = gr.Image(type="filepath", label="Plant Image", height=400)
                        analyze_btn = gr.Button("🔬 Analyze Plant", variant="primary", size="lg")
                    
                    with gr.Column(scale=1):
                        confidence_slider = gr.Slider(
                            label="📊 AI Confidence",
                            minimum=0,
                            maximum=100,
                            value=0,
                            interactive=False
                        )
                        output_text = gr.Markdown()
                
                gallery = gr.Gallery(label="Reference Images", columns=4, height=200)
                
                analyze_btn.click(
                    fn=analyze_plant_image,
                    inputs=[image_input],
                    outputs=[output_text, gallery, confidence_slider]
                )
            
            # TAB 2: Sensors & Weather
            with gr.Tab("📊 Sensors & Weather"):
                with gr.Row():
                    city_input = gr.Textbox(value=get_user_location(), label="Location", scale=2)
                    refresh_btn = gr.Button("🔄 Refresh", variant="primary", scale=1)
                
                sensor_output = gr.Markdown()
                refresh_btn.click(fn=get_sensor_weather_data, inputs=[city_input], outputs=[sensor_output])
                
                gr.Markdown("---")
                forecast_btn = gr.Button("🔮 Generate 30-Day Forecast", variant="secondary")
                forecast_status = gr.Textbox(interactive=False)
                forecast_plot = gr.Plot()
                
                forecast_btn.click(fn=run_prophet_forecast, outputs=[forecast_status, forecast_plot])
            
            # TAB 3: Robot Control
            with gr.Tab("🤖 Robot Control"):
                with gr.Row():
                    command_input = gr.Textbox(label="Command", placeholder="e.g., water tomato...", scale=3)
                    send_btn = gr.Button("✉️ Send", variant="primary", scale=1)
                
                command_output = gr.Textbox(interactive=False, lines=3)
                send_btn.click(fn=send_robot_command, inputs=[command_input], outputs=[command_output])
            
            # TAB 4: Care Guide
            with gr.Tab("📚 Care Guide"):
                with gr.Row():
                    plant_dropdown = gr.Dropdown(
                        choices=sorted(list(PLANT_DATABASE.keys())),
                        label="Select Plant",
                        scale=2
                    )
                    care_btn = gr.Button("📖 Show Info", variant="primary", scale=1)
                
                with gr.Row():
                    care_output = gr.Markdown()
                    plant_image = gr.Image(height=300)
                
                care_btn.click(fn=get_care_tips_interface, inputs=[plant_dropdown], outputs=[care_output, plant_image])
            
            # TAB 5: Gallery & Training
            with gr.Tab("🖼️ Gallery & Training"):
                refresh_gallery_btn = gr.Button("🔄 Refresh Gallery", variant="secondary")
                gallery_status = gr.Textbox(interactive=False)
                cloudinary_gallery = gr.Gallery(columns=4, height=400)
                
                refresh_gallery_btn.click(fn=refresh_cloudinary_images_interface, outputs=[gallery_status, cloudinary_gallery])
                
                gr.Markdown("---")
                gr.Markdown("### 🎓 Manual Training")
                
                with gr.Row():
                    manual_image = gr.Image(type="filepath", height=300)
                    with gr.Column():
                        correction_dropdown = gr.Dropdown(
                            choices=sorted(list(PLANT_DATABASE.keys())),
                            label="Correct Identification"
                        )
                        save_btn = gr.Button("💾 Save & Update", variant="primary")
                        correction_output = gr.Textbox(interactive=False)
                
                save_btn.click(fn=save_plant_definition, inputs=[manual_image, correction_dropdown], outputs=[correction_output])
            
            # TAB 6: Batch Analysis
            with gr.Tab("🤖 Batch Analysis"):
                with gr.Row():
                    max_images_slider = gr.Slider(1, 50, value=10, step=1, label="Number of Images", scale=2)
                    batch_btn = gr.Button("🚀 Start", variant="primary", scale=1)
                
                batch_summary = gr.Markdown()
                batch_df = gr.DataFrame(interactive=False)
                batch_gallery = gr.Gallery(columns=5, height=400)
                batch_file = gr.File(interactive=False)
                
                batch_btn.click(
                    fn=analyze_cloudinary_image_batch,
                    inputs=[max_images_slider],
                    outputs=[batch_summary, batch_gallery, batch_df, batch_file]
                )
            
            # TAB 7: System Info
            with gr.Tab("ℹ️ System Info"):
                system_info = f"""
## 🌱 PLANETYOYO AI v19.10

### 🆕 What's New in v19.10

**Enhanced Retry Logic:**
- 🔄 Up to {data_integrator.max_retries}x retry attempts for Cloudinary
- 🔄 Up to {data_integrator.max_retries}x retry attempts for Adafruit IO
- 📡 REST API fallback for both services
- ⏱️ Exponential backoff between retries

**Disease Filtering:**
- ✅ Health predictions now only show diseases/conditions
- ⊘ Plant names automatically filtered from health results
- 🔍 Only labels containing disease keywords accepted
- 📊 Filter statistics shown in analysis

### 📊 System Status

**Active Components:**
- 🤖 AI Engine: {'✅' if AI_AVAILABLE else '❌'}
- 📡 Adafruit IO: {'✅' if data_integrator.aio else '❌'}
- ☁️ Cloudinary: {'✅' if CLOUDINARY_AVAILABLE and CLOUDINARY_CLOUD_NAME else '❌'}
- 🔮 Prophet: {'✅' if PROPHET_AVAILABLE else '❌'}

**Retry Configuration:**
- Max retries: {data_integrator.max_retries}
- Base delay: {data_integrator.retry_delay}s
- Fallback: REST API

### 🔧 Features

- **Dual Consensus:** Separate Species + Health analysis
- **Disease Filtering:** Only valid disease labels in health results
- **Robust Retry:** Multiple strategies for data fetching
- **Learning System:** Improves from user corrections
"""
                gr.Markdown(system_info)
        
        gr.Markdown("""
        ---
        <div style="text-align: center; color: #666;">
            <p>🌱 PLANETYOYO AI v19.10 | Enhanced Reliability & Filtering</p>
        </div>
        """)
    
    return app

# ========================================================
# MAIN ENTRY POINT
# ========================================================
if __name__ == "__main__":
    print("\n" + "=" * 80)
    print(" " * 20 + "🌱 PLANETYOYO AI Ultimate v19.10")
    print(" " * 15 + "Enhanced Retry Logic + Disease Filtering")
    print("=" * 80)
    print(f"\n⏰ Startup: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}\n")
    
    print("📊 System Status:")
    print(f"  • AI Engine: {'✅ Active' if AI_AVAILABLE else '❌ Install: pip install torch transformers'}")
    print(f"  • Device: {device.upper()}")
    print(f"  • Adafruit IO: {'✅ Connected' if data_integrator.aio else '⚠️  Mock Data Mode'}")
    print(f"  • Cloudinary: {'✅ Connected' if CLOUDINARY_AVAILABLE and CLOUDINARY_CLOUD_NAME else '⚠️  Placeholder Mode'}")
    print(f"  • Prophet: {'✅ Available' if PROPHET_AVAILABLE else '⚠️  Install: pip install prophet'}")
    print(f"  • Geopy: {'✅ Available' if GEOPY_AVAILABLE else '⚠️  Install: pip install geopy'}")
    print(f"  • Max Retries: {data_integrator.max_retries}")
    print(f"  • Plant Models: {len(PLANT_AI_MODELS)}")
    
    # Feature availability
    print("\n🔧 Feature Availability:")
    if not data_integrator.aio:
        print("  ⚠️  Sensor data: Using mock/simulated data")
    if not CLOUDINARY_AVAILABLE or not CLOUDINARY_CLOUD_NAME:
        print("  ⚠️  Image gallery: Using placeholder images")
    if not PROPHET_AVAILABLE:
        print("  ⚠️  Forecasting: Disabled (install prophet)")
    if AI_AVAILABLE:
        print("  ✅ Plant Analysis: Fully functional")
    
    print("\n📊 Loading model weights...")
    MODEL_WEIGHTS = load_weights()
    
    if AI_AVAILABLE:
        print("\n💡 TIP: Model preload may take 5-10 minutes on first run...")
        preload_all_models()
    else:
        print("\n❌ AI Disabled - Install dependencies:")
        print("   pip install torch transformers")
        print("\n⚠️  System will run in limited mode (no plant analysis)")
    
    print("\n🚀 Launching Gradio Interface...")
    print("\n💡 TIPS:")
    print("  • Missing dependencies? System uses mock data automatically")
    print("  • Optional features gracefully degrade")
    print("  • Core AI analysis works even without IoT integrations")
    print("=" * 80 + "\n")
    
    app = create_gradio_app()
    app.launch(server_name="0.0.0.0", server_port=7860, share=False, show_error=True)