diff --git a/.gitignore b/.gitignore
index 018b2d6..a47cefc 100644
--- a/.gitignore
+++ b/.gitignore
@@ -188,3 +188,4 @@ WingIDE_Projekti/
 nohup.out
 *.png
 
+scraper_cache/
diff --git a/community-contributions/bojan-playwright-scraper/notebook_generator.py b/community-contributions/bojan-playwright-scraper/notebook_generator.py
index cf9699e..6748c83 100644
--- a/community-contributions/bojan-playwright-scraper/notebook_generator.py
+++ b/community-contributions/bojan-playwright-scraper/notebook_generator.py
@@ -6,16 +6,16 @@ import asyncio
 from dotenv import load_dotenv
 import logging
 
-# Učitavanje .env varijabli
+# Loading .env variables
 load_dotenv()
 
-# Postavljanje logginga
+# Setting up logging
 logging.basicConfig(
     level=os.getenv("LOG_LEVEL", "INFO").upper(),
     format="%(asctime)s - %(levelname)s - %(message)s"
 )
 
-# Dodavanje direktorija projekta u sys.path
+# Adding project directory to sys.path
 project_dir = os.path.join(
     "/home/lakov/projects/llm_engineering",
     "community-contributions/playwright-bojan"
@@ -23,21 +23,21 @@ project_dir = os.path.join(
 if project_dir not in sys.path:
     sys.path.insert(0, project_dir)
 
-# Uvoz analyze_content iz playwright_ai_scraper.py
+# Importing analyze_content from playwright_ai_scraper.py
 try:
     from playwright_ai_scraper import analyze_content
 except ModuleNotFoundError as e:
     logging.error(f"Error importing module: {e}")
     sys.exit(1)
 
-# Funkcija za spremanje notebooka
+# Function to save the notebook
 
 
 def save_notebook(url, content):
     output_dir = os.path.join(project_dir, "notebooks")
     os.makedirs(output_dir, exist_ok=True)
 
-    # Izvlačenje domene iz URL-a
+    # Extracting the domain from the URL
     domain = url.split("//")[-1].split("/")[0].replace(".", "_")
     filename = f"{domain}_Summary.ipynb"
     path = os.path.join(output_dir, filename)
@@ -62,7 +62,7 @@ This notebook contains an AI-generated summary of the website content.
     logging.info(f"Notebook saved to: {path}")
     return path
 
-# Glavna funkcija
+# Main function
 
 
 async def main():
diff --git a/community-contributions/bojan-playwright-scraper/playwright_ai_scraper.py b/community-contributions/bojan-playwright-scraper/playwright_ai_scraper.py
index d84d0f3..63888cc 100644
--- a/community-contributions/bojan-playwright-scraper/playwright_ai_scraper.py
+++ b/community-contributions/bojan-playwright-scraper/playwright_ai_scraper.py
@@ -10,25 +10,25 @@ from prometheus_client import Counter, Histogram, start_http_server
 from diskcache import Cache
 from dotenv import load_dotenv
 
-# Učitavanje .env varijabli
+# Loading .env variablesi
 load_dotenv()
 
-# Postavljanje logginga
+# Setting up logging
 logging.basicConfig(
     level=os.getenv("LOG_LEVEL", "INFO").upper(),
     format="%(asctime)s - %(levelname)s - %(message)s"
 )
 
-# Postavljanje Prometheus metrika
+# Setting up Prometheus metrics
 SCRAPE_ATTEMPTS = Counter("scrape_attempts", "Total scraping attempts")
 SCRAPE_DURATION = Histogram(
     "scrape_duration", "Scraping duration distribution"
 )
 
-# Postavljanje cachea
+# Setting up cache
 cache = Cache("./scraper_cache")
 
-# Prilagođene iznimke
+# Custom exceptions
 
 
 class ScrapingError(Exception):
@@ -51,7 +51,7 @@ class AIScraper:
             "AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 "
             "Safari/537.36"
         ]
-        self.timeout = 60000  # 60 sekundi
+        self.timeout = 60000  # 60 seconds
         self.retries = int(os.getenv("RETRY_COUNT", 2))
         self.headless = headless
         self.delays = {
@@ -61,7 +61,7 @@ class AIScraper:
         }
 
     async def human_interaction(self, page):
-        """Simulira ljudsko ponašanje na stranici."""
+        """Simulates human behavior on the page."""
         try:
             for _ in range(random.randint(2, 5)):
                 x = random.randint(0, 1366)
@@ -79,7 +79,7 @@ class AIScraper:
             logging.warning(f"Human interaction failed: {e}")
 
     async def load_page(self, page, url):
-        """Učitava stranicu s dinamičkim čekanjem."""
+        """Loads the page with dynamic waiting."""
         start_time = time.time()
         try:
             await page.goto(
@@ -106,7 +106,7 @@ class AIScraper:
             return False
 
     async def scrape_with_retry(self, url):
-        """Scrapa stranicu s ponovnim pokušajima."""
+        """Scrapes the page with retries."""
         SCRAPE_ATTEMPTS.inc()
         start_time = time.time()
         async with async_playwright() as p:
@@ -163,7 +163,7 @@ class AIScraper:
         raise ScrapingError(f"All attempts to scrape {url} failed")
 
     async def get_cached_content(self, url):
-        """Dohvaća sadržaj iz cachea ili scrapa."""
+        """Retrieves content from cache or scrapes."""
         key = f"content_{url.replace('/', '_')}"
         content = cache.get(key)
         if content is None:
@@ -179,7 +179,7 @@ class AIScraper:
 
 
 async def analyze_content(url, headless=True):
-    """Analizira sadržaj stranice koristeći OpenAI API."""
+    """Analyzes the page content using the OpenAI API."""
     try:
         scraper = AIScraper(headless=headless)
         content = await scraper.get_cached_content(url)
@@ -218,7 +218,7 @@ async def analyze_content(url, headless=True):
 
 
 async def main():
-    """Glavna funkcija za scraping i analizu."""
+    """Main function for scraping and analysis."""
     try:
         port = int(os.getenv("PROMETHEUS_PORT", 8000))
         start_http_server(port)