@ -362,7 +362,8 @@ def smart_image_and_filter(title, summary):
" Analyze this article title and summary. Extract key entities (brands, locations, cuisines, or topics) "
" for an image search about food industry trends or viral content. Prioritize specific multi-word terms if present, "
" otherwise focus on the main theme. Also identify the main topic of the article (e.g., a specific food item or cuisine). "
" Return ' SKIP ' if the article is about home appliances, recipes, promotions, contains ' homemade ' , or includes recipe-related terms like ' cook ' , ' bake ' , or ' ingredient ' . "
" Return ' SKIP ' if the article is about home appliances, recipes, promotions, contains ' [homemade] ' or ' homemade ' , "
" or includes recipe-related terms like ' cook ' , ' bake ' , or ' ingredient ' . "
" Return as JSON with double quotes for all property names and string values (e.g., "
" { \" image_query \" : \" fast food trends \" , \" relevance \" : [ \" fast food \" , \" dining \" , \" culture \" ], \" main_topic \" : \" fast food \" , \" action \" : \" KEEP \" }). "
)
@ -390,12 +391,13 @@ def smart_image_and_filter(title, summary):
return extract_main_topic ( title . lower ( ) + " " + summary . lower ( ) ) , [ " food " ] , " food " , True
main_topic = extract_main_topic ( title . lower ( ) + " " + summary . lower ( ) )
skip_flag = (
" [homemade] " in title . lower ( ) or
" homemade " in title . lower ( ) or
" homemade " in summary . lower ( ) or
any ( kw in title . lower ( ) or kw in summary . lower ( ) for kw in RECIPE_KEYWORDS )
)
logging . info ( f " Fallback for ' { title } ' : Skip= { skip_flag } , Reasons: "
f " homemade_in_title= { ' homemade ' in title . lower ( ) } , "
f " homemade_in_title= { ' [homemade] ' in title . lower ( ) or ' homemade' in title . lower ( ) } , "
f " homemade_in_summary= { ' homemade ' in summary . lower ( ) } , "
f " recipe_keywords= { any ( kw in title . lower ( ) or kw in summary . lower ( ) for kw in RECIPE_KEYWORDS ) } " )
return main_topic , [ main_topic , " food " ] , main_topic , skip_flag
@ -403,12 +405,13 @@ def smart_image_and_filter(title, summary):
logging . warning ( f " JSON parsing failed: { e } , raw: ' { fixed_result } ' . Using fallback. " )
main_topic = extract_main_topic ( title . lower ( ) + " " + summary . lower ( ) )
skip_flag = (
" [homemade] " in title . lower ( ) or
" homemade " in title . lower ( ) or
" homemade " in summary . lower ( ) or
any ( kw in title . lower ( ) or kw in summary . lower ( ) for kw in RECIPE_KEYWORDS )
)
logging . info ( f " Fallback for ' { title } ' : Skip= { skip_flag } , Reasons: "
f " homemade_in_title= { ' homemade ' in title . lower ( ) } , "
f " homemade_in_title= { ' [homemade] ' in title . lower ( ) or ' homemade' in title . lower ( ) } , "
f " homemade_in_summary= { ' homemade ' in summary . lower ( ) } , "
f " recipe_keywords= { any ( kw in title . lower ( ) or kw in summary . lower ( ) for kw in RECIPE_KEYWORDS ) } " )
return main_topic , [ main_topic , " food " ] , main_topic , skip_flag
@ -418,6 +421,7 @@ def smart_image_and_filter(title, summary):
main_topic = result . get ( " main_topic " , extract_main_topic ( title . lower ( ) + " " + summary . lower ( ) ) )
skip_flag = (
result [ " action " ] == " SKIP " or
" [homemade] " in title . lower ( ) or
" homemade " in title . lower ( ) or
" homemade " in summary . lower ( ) or
any ( kw in title . lower ( ) or kw in summary . lower ( ) for kw in RECIPE_KEYWORDS )
@ -425,7 +429,7 @@ def smart_image_and_filter(title, summary):
logging . info ( f " Smart image query: { image_query } , Relevance: { relevance_keywords } , Main Topic: { main_topic } , Skip: { skip_flag } , "
f " Reasons: action= { result [ ' action ' ] } , "
f " homemade_in_title= { ' homemade ' in title . lower ( ) } , "
f " homemade_in_title= { ' [homemade] ' in title . lower ( ) or ' homemade' in title . lower ( ) } , "
f " homemade_in_summary= { ' homemade ' in summary . lower ( ) } , "
f " recipe_keywords= { any ( kw in title . lower ( ) or kw in summary . lower ( ) for kw in RECIPE_KEYWORDS ) } " )
@ -443,12 +447,13 @@ def smart_image_and_filter(title, summary):
logging . error ( f " Smart image/filter failed: { e } , using fallback " )
main_topic = extract_main_topic ( title . lower ( ) + " " + summary . lower ( ) )
skip_flag = (
" [homemade] " in title . lower ( ) or
" homemade " in title . lower ( ) or
" homemade " in summary . lower ( ) or
any ( kw in title . lower ( ) or kw in summary . lower ( ) for kw in RECIPE_KEYWORDS )
)
logging . info ( f " Fallback for ' { title } ' : Skip= { skip_flag } , Reasons: "
f " homemade_in_title= { ' homemade ' in title . lower ( ) } , "
f " homemade_in_title= { ' [homemade] ' in title . lower ( ) or ' homemade' in title . lower ( ) } , "
f " homemade_in_summary= { ' homemade ' in summary . lower ( ) } , "
f " recipe_keywords= { any ( kw in title . lower ( ) or kw in summary . lower ( ) for kw in RECIPE_KEYWORDS ) } " )
return main_topic , [ main_topic , " food " ] , main_topic , skip_flag