feat: new tool for new natura site and anti blocker from ml (#12)

- feat: new tool for new natura site and anti blocker from ml (e3734a47395501e9a4bca4944237612ce52ac9aa)

advanced_scrape_tool.py

@@ -0,0 +1,77 @@
+# In custom_tools.py
+
+import requests
+from bs4 import BeautifulSoup
+from pydantic import BaseModel, Field
+from typing import List, Type, Optional
+
+from crewai.tools import BaseTool
+from playwright.sync_api import sync_playwright
+
+class AdvancedScrapingToolSchema(BaseModel):
+    """Input schema for the AdvancedScrapingTool."""
+    website_url: str = Field(..., description="A URL completa do site para fazer o scrape.")
+    base_selector: str = Field(..., description="O seletor CSS principal para extrair o bloco de conteúdo inicial. Ex: '.page-content'")
+    keep_selectors: Optional[List[str]] = Field(None, description="Uma lista de seletores CSS para manter no resultado final. A extração será focada nestes elementos. Ex: ['.title', '.description']")
+    remove_selectors: Optional[List[str]] = Field(None, description="Uma lista de seletores CSS para remover do conteúdo extraído. Ex: ['.ads', '.hide']")
+
+class AdvancedScrapingTool(BaseTool):
+    name: str = "Scrape and Filter Website Content"
+    description: str = "Uma ferramenta poderosa que extrai um bloco de conteúdo de um site usando um seletor base e, em seguida, filtra esse conteúdo, mantendo ou removendo elementos específicos. Lida com conteúdo dinâmico carregado por JavaScript."
+    args_schema: Type[BaseModel] = AdvancedScrapingToolSchema
+
+    def _run(self, website_url: str, base_selector: str = 'body', keep_selectors: Optional[List[str]] = None, remove_selectors: Optional[List[str]] = None) -> str:
+        try:
+            with sync_playwright() as p:
+                browser = p.chromium.launch(headless=True)
+
+                # --- START: NEW ANTI-BOT BYPASS LOGIC ---
+                # Create a browser context that looks like a real user's browser
+                context = browser.new_context(
+                    user_agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36",
+                    viewport={"width": 1920, "height": 1080}
+                )
+                page = context.new_page()
+                # --- END: NEW ANTI-BOT BYPASS LOGIC ---
+
+                # Increase the default timeout for navigation to handle challenge pages
+                page.goto(website_url, wait_until="domcontentloaded", timeout=30000)
+
+                # Wait for the main container element to be ready
+                print(f"Waiting for base selector: '{base_selector}'")
+                page.wait_for_selector(base_selector, timeout=20000)
+                
+                if keep_selectors:
+                    print(f"Waiting for keep selectors: {keep_selectors}")
+                    for selector in keep_selectors:
+                        page.wait_for_selector(selector, timeout=15000)
+
+                html_content = page.content()
+                browser.close()
+
+            soup = BeautifulSoup(html_content, 'lxml')
+            
+            base_content = soup.select_one(base_selector)
+            if not base_content:
+                return f"Erro: O seletor base '{base_selector}' não foi encontrado na página."
+
+            if remove_selectors:
+                for selector in remove_selectors:
+                    for element in base_content.select(selector):
+                        element.decompose()
+
+            if keep_selectors:
+                final_content = []
+                for selector in keep_selectors:
+                    elements = base_content.select(selector)
+                    for element in elements:
+                        final_content.append(element.prettify()) 
+                
+                if not final_content:
+                    return "Nenhum dos 'keep_selectors' foi encontrado dentro do conteúdo extraído após a limpeza."
+                return "\n".join(final_content)
+            else:
+                return base_content.prettify()
+
+        except Exception as e:
+            return f"Ocorreu um erro inesperado com Playwright ou BeautifulSoup: {e}"

app.py

@@ -1,143 +1,12 @@
 import gradio as gr
 import os
-import requests
 import base64
-from io import BytesIO
-from PIL import Image
-from crewai import Agent, Task, Crew, Process, LLM
-from crewai_tools import ScrapeElementFromWebsiteTool
 from dotenv import load_dotenv
-from stealth_scrape_tool import StealthScrapeTool
 from image_generator_tool import GenerateImageTool
-from utils_tools import CalculateDiscountedPriceTool, CalculateDiscountValueTool, GetImageUrlTool, MerchantSelectorTool
-
+from social_media_crew import SocialMediaCrew
 
 load_dotenv()
 
-class SocialMediaCrew:
-    def __init__(self, openai_api_key: str, natura_api_token: str, openai_base_url: str, openai_model_name: str):
-        self.openai_api_key = openai_api_key
-        self.natura_api_token = natura_api_token
-        self.openai_base_url = openai_base_url
-        self.openai_model_name = openai_model_name
-        self.scrape_tool = ScrapeElementFromWebsiteTool()
-        self.calculate_discounted_price_tool = CalculateDiscountedPriceTool()
-        self.calculate_discount_value_tool = CalculateDiscountValueTool()
-        self.image_generator_tool = GenerateImageTool()
-        self.merchant_selector_tool = MerchantSelectorTool(natura_api_token=self.natura_api_token)
-
-        print("Initializing SocialMediaCrew with BASE URL:", self.openai_base_url)
-        print("Using OpenAI Model:", self.openai_model_name)
-        print("Using OpenAI Key:", self.openai_api_key[:10])
-
-        llm = LLM(
-            api_key=self.openai_api_key, 
-            model=self.openai_model_name, 
-            base_url=self.openai_base_url
-        )
-
-        self.product_analyst = Agent(
-            role='Product Analyst',
-            goal='Analyze the provided URL and extract key product information',
-            backstory=("You are an expert in analyzing product pages and extracting the most important information. You can identify the product name, its main features, and the target audience."),
-            verbose=True,
-            tools=[self.scrape_tool, 
-                   self.calculate_discounted_price_tool, 
-                   self.calculate_discount_value_tool],
-            allow_delegation=False,
-            llm=llm,
-            max_retries=3
-        )
-
-        self.social_media_copywriter = Agent(
-            role='Social Media Copywriter',
-            goal='Create a compelling social media post in Portuguese to sell the product',
-            backstory=("You are a creative copywriter specialized in the beauty and fragrance market. You know how to craft posts that are engaging, persuasive, and tailored for a Portuguese-speaking audience. You are an expert in using emojis and hashtags to increase engagement."),
-            verbose=True,
-            tools=[self.image_generator_tool],
-            allow_delegation=False,
-            llm=llm,
-            max_retries=3
-        )
-
-    def _validate_url(self, product_url: str) -> bool:
-        headers = {
-            "accept": "*/*",
-            "accept-language": "pt-BR,pt;q=0.9,en-US;q=0.8,en;q=0.7",
-            "sec-ch-ua": '"Not)A;Brand";v="8", "Chromium";v="138", "Google Chrome";v="138"',
-            "sec-ch-ua-mobile": "?0",
-            "sec-ch-ua-platform": '"Windows"',
-            "sec-fetch-dest": "empty",
-            "sec-fetch-mode": "cors",
-            "sec-fetch-site": "cross-site",
-            "user-agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36",
-        }
-        try:
-            response = requests.get(product_url, headers=headers)
-            response.raise_for_status()
-            if '<template data-dgst="NEXT_NOT_FOUND">' in response.text:
-                return False
-            return True
-        except requests.exceptions.RequestException as e:
-            print(f"Error checking URL: {e}")
-            return False
-
-    def _prepare_merchant(self, product_url: str):
-        merchant = self.merchant_selector_tool.run(product_url)
-        css_selector = merchant.get_css_selector()
-        short_url = merchant.shorten_url(product_url)
-        return merchant, css_selector, short_url
-
-    def _create_analyze_product_task(self, product_url: str, css_selector: str, main_cupom_discount_percentage: float, short_url: str, original_price: float, discounted_price: float) -> Task:
-        task_description = (f"1. Scrape the content of the URL: {product_url} using the 'scrape_tool' with param `css_element` as `{css_selector}`.\n"
-                            "2. Extract the product name, key characteristics, and any other relevant DISCOUNT available.\n")
-
-        if original_price is not None and original_price > 0 and discounted_price is not None and discounted_price > 0:
-            task_description += (f"3. The user has provided the prices. Use ORIGINAL PRICE = {original_price} and DISCOUNTED PRICE = {discounted_price}.\n")
-            final_best_price_source = str(discounted_price)
-        else:
-            task_description += ("3. Identify and extract the original product price and the final discounted price if existing from the scraped content. "
-                                 "IGNORE any price breakdowns like 'produto' or 'consultoria'.\n")
-            final_best_price_source = "the extracted final best price"
-
-        task_description += (f"4. Use the 'Calculate Discounted Price Tool' with {final_best_price_source} and the provided DISCOUNT PERCENTAGE ({main_cupom_discount_percentage}) to get the CUPOM DISCOUNTED PRICE.\n"
-                             "4.1 Use the 'Calculate Discount Value Tool' with ORIGINAL PRICE and CUPOM DISCOUNTED PRICE to get the TOTAL DISCOUNT PERCENTAGE.\n" 
-                             f"5. Provide all this information, including the product name, ORIGINAL PRICE, DISCOUNTED PRICE (the one from step 3), CUPOM DISCOUNTED PRICE, and the generated short URL ({short_url}). If any of this information cannot be extracted, you MUST return 'MISSING_PRODUCT_INFO'.")
-
-        return Task(
-            description=task_description,
-            agent=self.product_analyst,
-            expected_output="A concise summary of the product including its name, key features, unique selling points, ORIGINAL PRICE, DISCOUNTED PRICE (the one used as the input in the tool 'Calculate Discounted Price Tool'), CUPOM DISCOUNTED PRICE, TOTAL DISCOUNT PERCENTAGE, and the SHORT SHAREABLE URL ({short_url}), OR 'MISSING_PRODUCT_INFO' if essential product details are not found."
-        )
-
-    def _create_post_task(self, analyze_product_task: Task, merchant, main_cupom: str, cupom_1: str, store_name: str) -> Task:
-        template = merchant.get_template(main_cupom, cupom_1, store=store_name)
-        return Task(
-            description=(f"Based on the product analysis, create a CONCISE and DIRECT social media post in Portuguese, using Brazilian currency format, add one space after R$, like R$ 99,99, suitable for a WhatsApp group. \n If the input you receive is 'INVALID_URL' or 'MISSING_PRODUCT_INFO', you MUST stop and output only that same message.\n The post should strictly follow this template:\n {template}\n\n. Do not add backticks to response. Ensure a URL is always present in the output. Include a clear and short call to action and a MAXIMUM of 1 relevant emoji. DO NOT include hashtags. Keep it short and impactful and does not forget to include the backticks around the last paragraph.\n\n If the input you receive is 'INVALID_URL', you MUST stop and output only 'INVALID_URL'."),
-            agent=self.social_media_copywriter,
-            expected_output="A short, direct, and impactful social media post in Portuguese for WhatsApp, strictly following the provided template, dont include triple backticks, including the FINAL PRICE, any DISCOUNT with no decimal cases, the SHORT SHAREABLE URL, a call to action, and one emoji in the Title or in the Description. Description should be one sentence only. Description should stay before the title, as the template. No hashtags should be present. A URL must always be present in the final output, OR the message 'INVALID_URL' or 'MISSING_PRODUCT_INFO' if the page was not found or product info is missing.",
-            context=[analyze_product_task]
-        )
-
-    def run_crew(self, product_url: str, store_name: str, main_cupom: str, main_cupom_discount_percentage: float, cupom_1: str, original_price: float, discounted_price: float) -> str:
-        if not self._validate_url(product_url):
-            return "INVALID_URL"
-
-        merchant, css_selector, short_url = self._prepare_merchant(product_url)
-        
-        analyze_product_task = self._create_analyze_product_task(product_url, css_selector, main_cupom_discount_percentage, short_url, original_price, discounted_price)
-        create_post_task = self._create_post_task(analyze_product_task, merchant, main_cupom, cupom_1, store_name)
-
-        crew = Crew(
-            agents=[self.product_analyst, self.social_media_copywriter],
-            tasks=[analyze_product_task, create_post_task],
-            process=Process.sequential
-        )
-
-        print(f"Crew is kicking off for URL: {product_url}")
-        result = crew.kickoff()
-        return result
-
 def clean_env_vars():
     os.environ.pop("OPENAI_API_KEY", None)
     os.environ.pop("NATURA_API_TOKEN", None)

merchs/merch.py

@@ -1,5 +1,7 @@
 from abc import ABC, abstractmethod
 from shortener_tool import ShortenerTool
+from advanced_scrape_tool import AdvancedScrapingTool
+from crewai_tools import ScrapeElementFromWebsiteTool
 
 class Merchant():
     def __init__(self):
@@ -9,12 +11,15 @@ class Merchant():
     def get_template(self, main_cupom, cupom_1, store = None) -> str:
         pass
     
-    def get_css_selector(self) -> str:
-        return "body"
+    def keep_css_selectors(self) -> list[str]:
+        return ['body']
 
     @abstractmethod
     def shorten_url(self, url: str) -> str:
         pass
+    
+    def get_scraper_tool(self):
+        return ScrapeElementFromWebsiteTool()
 
 class NaturaMerchant(Merchant):
     
@@ -22,6 +27,9 @@ class NaturaMerchant(Merchant):
         super().__init__()
         self.shortener_tool = ShortenerTool()
 
+    def get_scraper_tool(self):
+        return AdvancedScrapingTool()
+    
     def get_template(self, main_cupom, cupom_1, store = None) -> str:
         return f"""
 ###Template:
@@ -39,8 +47,8 @@ Preço original: ~{{ORIGINAL PRICE}}~
 ###End Template
     """
     
-    def get_css_selector(self) -> str:
-        return ".product-detail-banner"
+    def keep_css_selectors(self) -> list[str]:
+        return ['h1.text-2xl', '#product-price', '.pt-4']
 
     def shorten_url(self, url: str) -> str:
         return self.shortener_tool.run(url)
@@ -64,8 +72,8 @@ Preço original: ~{{ORIGINAL PRICE}}~
 ###End Template
    """
     
-    def get_css_selector(self) -> str:
-        return ".rl-card-featured"
+    def keep_css_selectors(self) -> list[str]:
+        return ['.rl-card-featured']
 
     def shorten_url(self, url: str) -> str:
         return url

pyproject.toml

@@ -10,6 +10,7 @@ dependencies = [
     "crewai-tools>=0.55.0",
     "gradio>=5.38.0",
     "litellm>=1.72.6",
+    "lxml>=6.0.1",
     "pillow>=11.3.0",
     "playwright>=1.53.0",
     "playwright-stealth>=2.0.0",

social_media_crew.py

@@ -1,50 +1,124 @@
-import os
-from crewai import Agent, Task, Crew, Process
-from crewai_tools import ScrapeWebsiteTool
-from shortener_tool import ShortenerTool
+from crewai import Agent, Task, Crew, Process, LLM
+from image_generator_tool import GenerateImageTool
+from utils_tools import CalculateDiscountedPriceTool, CalculateDiscountValueTool, MerchantSelectorTool
+from scrape_interest_tool import scrape_and_clean_website
+import requests
+from advanced_scrape_tool import AdvancedScrapingTool
 
 class SocialMediaCrew:
-    def __init__(self):
-        self.scrape_tool = ScrapeWebsiteTool()
-        self.shortener_tool = ShortenerTool()
+    def __init__(self, openai_api_key: str, natura_api_token: str, openai_base_url: str, openai_model_name: str):
+        self.openai_api_key = openai_api_key
+        self.natura_api_token = natura_api_token
+        self.openai_base_url = openai_base_url
+        self.openai_model_name = openai_model_name
+        self.scrape_tool = AdvancedScrapingTool()
+        self.calculate_discounted_price_tool = CalculateDiscountedPriceTool()
+        self.calculate_discount_value_tool = CalculateDiscountValueTool()
+        self.image_generator_tool = GenerateImageTool()
+        self.merchant_selector_tool = MerchantSelectorTool(natura_api_token=self.natura_api_token)
+
+        print("Initializing SocialMediaCrew with BASE URL:", self.openai_base_url)
+        print("Using OpenAI Model:", self.openai_model_name)
+        print("Using OpenAI Key:", self.openai_api_key[:10])
+
+        llm = LLM(
+            api_key=self.openai_api_key, 
+            model=self.openai_model_name, 
+            base_url=self.openai_base_url
+        )
 
         self.product_analyst = Agent(
             role='Product Analyst',
             goal='Analyze the provided URL and extract key product information',
-            backstory=("""You are an expert in analyzing product pages and extracting the most important information. 
-            You can identify the product name, the price, discount if any, its main features, and the target audience."""),
+            backstory=("You are an expert in analyzing product pages and extracting the most important information. You can identify the product name, its main features, and the target audience."),
             verbose=True,
-            tools=[self.scrape_tool, self.shortener_tool],
+            tools=[self.scrape_tool, 
+                   self.calculate_discounted_price_tool, 
+                   self.calculate_discount_value_tool],
+            allow_delegation=False,
+            llm=llm,
+            max_retries=3
         )
 
         self.social_media_copywriter = Agent(
             role='Social Media Copywriter',
             goal='Create a compelling social media post in Portuguese to sell the product',
-            backstory=("""You are a creative copywriter specialized in the beauty and fragrance market. 
-            You know how to craft posts that are engaging, persuasive, and tailored for a Portuguese-speaking audience. 
-            You are an expert in using emojis and hashtags to increase engagement."""),
+            backstory=("You are a creative copywriter specialized in the beauty and fragrance market. You know how to craft posts that are engaging, persuasive, and tailored for a Portuguese-speaking audience. You are an expert in using emojis and hashtags to increase engagement."),
             verbose=True,
+            tools=[self.image_generator_tool],
+            allow_delegation=False,
+            llm=llm,
+            max_retries=3
         )
 
-    def run_crew(self, product_url: str) -> str:
-        analyze_product_task = Task(
-            description=(f"""Using the 'scrape_tool', scrape the content of the URL: {product_url} and provide a summary of the product. 
-            Focus on the product name, its key characteristics, the FINAL PRICE, any DISCOUNT available. 
-            Then, use the 'URL Shortener Tool' to generate a short URL for {product_url}. If the shortener tool returns an error, use the original URL. 
-            Finally, provide all this information, including the generated short URL (or the original if shortener failed)."""),
+    def _validate_url(self, product_url: str) -> bool:
+        headers = {
+            "accept": "*/*",
+            "accept-language": "pt-BR,pt;q=0.9,en-US;q=0.8,en;q=0.7",
+            "sec-ch-ua": '"Not)A;Brand";v="8", "Chromium";v="138", "Google Chrome";v="138"',
+            "sec-ch-ua-mobile": "?0",
+            "sec-ch-ua-platform": '"Windows"',
+            "sec-fetch-dest": "empty",
+            "sec-fetch-mode": "cors",
+            "sec-fetch-site": "cross-site",
+            "user-agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/138.0.0.0 Safari/537.36",
+        }
+        try:
+            response = requests.get(product_url, headers=headers)
+            response.raise_for_status()
+            if '<template data-dgst="NEXT_NOT_FOUND">' in response.text:
+                return False
+            return True
+        except requests.exceptions.RequestException as e:
+            print(f"Error checking URL: {e}")
+            return False
+
+    def _prepare_merchant(self, product_url: str):
+        merchant = self.merchant_selector_tool.run(product_url)
+        css_selector = merchant.keep_css_selectors()
+        short_url = merchant.shorten_url(product_url)
+        return merchant, css_selector, short_url
+
+    def _create_analyze_product_task(self, product_url: str, css_selector: list[str], main_cupom_discount_percentage: float, short_url: str, original_price: float, discounted_price: float) -> Task:
+        task_description = (f"1. Scrape the content of the URL: {product_url} using the 'scrape_tool' with param `keep_selectors` as `{css_selector}` and `base_selector` as `body`.\n"
+                            "2. Extract the product name, key characteristics, and any other relevant DISCOUNT available.\n")
+
+        if original_price is not None and original_price > 0 and discounted_price is not None and discounted_price > 0:
+            task_description += (f"3. The user has provided the prices. Use ORIGINAL PRICE = {original_price} and DISCOUNTED PRICE = {discounted_price}.\n")
+            final_best_price_source = str(discounted_price)
+        else:
+            task_description += ("3. Identify and extract the original product price and the final discounted price if existing from the scraped content. "
+                                 "IGNORE any price breakdowns like 'produto' or 'consultoria'.\n")
+            final_best_price_source = "the extracted final best price"
+
+        task_description += (f"4. Use the 'Calculate Discounted Price Tool' with {final_best_price_source} and the provided DISCOUNT PERCENTAGE ({main_cupom_discount_percentage}) to get the CUPOM DISCOUNTED PRICE.\n"
+                             "4.1 Use the 'Calculate Discount Value Tool' with ORIGINAL PRICE and CUPOM DISCOUNTED PRICE to get the TOTAL DISCOUNT PERCENTAGE.\n" 
+                             f"5. Provide all this information, including the product name, ORIGINAL PRICE, DISCOUNTED PRICE (the one from step 3), CUPOM DISCOUNTED PRICE, and the generated short URL ({short_url}). If any of this information cannot be extracted, you MUST return 'MISSING_PRODUCT_INFO'.")
+
+        return Task(
+            description=task_description,
             agent=self.product_analyst,
-            expected_output="A concise summary of the product including its name, key features, unique selling points, FINAL PRICE, any DISCOUNT available, and the SHORT SHAREABLE URL (or the original URL if shortener failed)."
+            expected_output="A concise summary of the product including its name, key features, unique selling points, ORIGINAL PRICE, DISCOUNTED PRICE (the one used as the input in the tool 'Calculate Discounted Price Tool'), CUPOM DISCOUNTED PRICE, TOTAL DISCOUNT PERCENTAGE, and the SHORT SHAREABLE URL ({short_url}), OR 'MISSING_PRODUCT_INFO' if essential product details are not found."
         )
 
-        create_post_task = Task(
-            description=("""Based on the product analysis, create a CONCISE and DIRECT social media post in Portuguese, suitable for a WhatsApp group. 
-            The post should be exciting and highlight the main benefits of the perfume, including the FINAL PRICE, any DISCOUNT, and the SHORT SHAREABLE URL. 
-            Ensure a URL is always present in the output. Include a clear call to action and a MAXIMUM of 2 relevant emojis. DO NOT include hashtags. Keep it short and impactful."""),
+    def _create_post_task(self, analyze_product_task: Task, merchant, main_cupom: str, cupom_1: str, store_name: str) -> Task:
+        template = merchant.get_template(main_cupom, cupom_1, store=store_name)
+        return Task(
+            description=(f"Based on the product analysis, create a CONCISE and DIRECT social media post in Portuguese, using Brazilian currency format, add one space after R$, like R$ 99,99, suitable for a WhatsApp group. \n If the input you receive is 'INVALID_URL' or 'MISSING_PRODUCT_INFO', you MUST stop and output only that same message.\n The post should strictly follow this template:\n {template}\n\n. Do not add backticks to response. Ensure a URL is always present in the output. Include a clear and short call to action and a MAXIMUM of 1 relevant emoji. DO NOT include hashtags. Keep it short and impactful and does not forget to include the backticks around the last paragraph.\n\n If the input you receive is 'INVALID_URL', you MUST stop and output only 'INVALID_URL'."),
             agent=self.social_media_copywriter,
-            expected_output="A short, direct, and impactful social media post in Portuguese for WhatsApp, including the FINAL PRICE, any DISCOUNT, the SHORT SHAREABLE URL, a call to action, and up to 2 emojis. No hashtags should be present. A URL must always be present in the final output.",
+            expected_output="A short, direct, and impactful social media post in Portuguese for WhatsApp, strictly following the provided template, dont include triple backticks, including the FINAL PRICE, any DISCOUNT with no decimal cases, the SHORT SHAREABLE URL, a call to action, and one emoji in the Title or in the Description. Description should be one sentence only. Description should stay before the title, as the template. No hashtags should be present. A URL must always be present in the final output, OR the message 'INVALID_URL' or 'MISSING_PRODUCT_INFO' if the page was not found or product info is missing.",
             context=[analyze_product_task]
         )
 
+    def run_crew(self, product_url: str, store_name: str, main_cupom: str, main_cupom_discount_percentage: float, cupom_1: str, original_price: float, discounted_price: float) -> str:
+        if not self._validate_url(product_url):
+            return "INVALID_URL"
+
+        merchant, css_selector, short_url = self._prepare_merchant(product_url)
+        
+        analyze_product_task = self._create_analyze_product_task(product_url, css_selector, main_cupom_discount_percentage, short_url, original_price, discounted_price)
+        create_post_task = self._create_post_task(analyze_product_task, merchant, main_cupom, cupom_1, store_name)
+
         crew = Crew(
             agents=[self.product_analyst, self.social_media_copywriter],
             tasks=[analyze_product_task, create_post_task],

uv.lock

@@ -1,5 +1,5 @@
 version = 1
-revision = 2
+revision = 3
 requires-python = ">=3.12"
 resolution-markers = [
     "python_full_version >= '3.13'",
@@ -574,6 +574,7 @@ dependencies = [
     { name = "crewai-tools" },
     { name = "gradio" },
     { name = "litellm" },
+    { name = "lxml" },
     { name = "pillow" },
     { name = "playwright" },
     { name = "playwright-stealth" },
@@ -592,6 +593,7 @@ requires-dist = [
     { name = "crewai-tools", specifier = ">=0.55.0" },
     { name = "gradio", specifier = ">=5.38.0" },
     { name = "litellm", specifier = ">=1.72.6" },
+    { name = "lxml", specifier = ">=6.0.1" },
     { name = "pillow", specifier = ">=11.3.0" },
     { name = "playwright", specifier = ">=1.53.0" },
     { name = "playwright-stealth", specifier = ">=2.0.0" },
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 ]
 
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