docs: add screenshots

Author: TimilsinaBimal

README.md

@@ -25,6 +25,11 @@
 - **Background Sync**: Keeps your catalogs updated automatically in the background.
 - **Performance Optimized**: Intelligent caching for fast and reliable responses.
 
+### Screenshot
+<img src="./app/static/screenshots/homepage.png" alt="Top Picks" width="800"/>
+
+
+Find more screenshots [here](./app/static/screenshots/)
 ## Installation
 
 ### Using Docker (Recommended)

app/services/recommendation/all_based.py

@@ -145,7 +145,7 @@ async def get_recommendations_from_all_items(
         final = filter_watched_by_imdb(enriched, watched_imdb)
 
         # Return top N
-        return final[:limit]
+        return final
 
     async def _fetch_recommendations_for_item(self, item_id: str, mtype: str) -> list[dict[str, Any]]:
         """

app/services/recommendation/creators.py

@@ -118,7 +118,7 @@ async def get_recommendations_from_creators(
         # Final filter (remove watched by IMDB ID)
         final = filter_watched_by_imdb(enriched, watched_imdb)
 
-        return final[:limit]
+        return final
 
     async def _fetch_discover_page(
         self, mtype: str, discover_params: dict[str, Any], creator_id: int, creator_type: str

app/services/recommendation/item_based.py

@@ -78,7 +78,7 @@ async def get_recommendations_for_item(
         # Final filter (remove watched by IMDB ID)
         final = filter_watched_by_imdb(enriched, watched_imdb or set())
 
-        return final[:limit]
+        return final
 
     async def _fetch_candidates(self, tmdb_id: int, mtype: str) -> list[dict[str, Any]]:
         """

app/services/recommendation/top_picks.py

@@ -129,7 +129,7 @@ async def get_top_picks(
         # 10. Final filter (remove watched by IMDB ID)
         filtered = filter_watched_by_imdb(final, watched_imdb)
 
-        return filtered[:limit]
+        return filtered
 
     async def _fetch_recommendations_from_top_items(
         self, library_items: dict[str, list[dict[str, Any]]], content_type: str, mtype: str