Generate text with safety settings

  from 
  
 google 
  
 import 
 genai 
 from 
  
 google.genai.types 
  
 import 
 ( 
 GenerateContentConfig 
 , 
 HarmCategory 
 , 
 HarmBlockThreshold 
 , 
 HttpOptions 
 , 
 SafetySetting 
 , 
 ) 
 client 
 = 
 genai 
 . 
 Client 
 ( 
 http_options 
 = 
 HttpOptions 
 ( 
 api_version 
 = 
 "v1" 
 )) 
 system_instruction 
 = 
 "Be as mean as possible." 
 prompt 
 = 
 """ 
 Write a list of 5 disrespectful things that I might say to the universe after stubbing my toe in the dark. 
 """ 
 safety_settings 
 = 
 [ 
 SafetySetting 
 ( 
 category 
 = 
 HarmCategory 
 . 
 HARM_CATEGORY_DANGEROUS_CONTENT 
 , 
 threshold 
 = 
 HarmBlockThreshold 
 . 
 BLOCK_LOW_AND_ABOVE 
 , 
 ), 
 SafetySetting 
 ( 
 category 
 = 
 HarmCategory 
 . 
 HARM_CATEGORY_HARASSMENT 
 , 
 threshold 
 = 
 HarmBlockThreshold 
 . 
 BLOCK_LOW_AND_ABOVE 
 , 
 ), 
 SafetySetting 
 ( 
 category 
 = 
 HarmCategory 
 . 
 HARM_CATEGORY_HATE_SPEECH 
 , 
 threshold 
 = 
 HarmBlockThreshold 
 . 
 BLOCK_LOW_AND_ABOVE 
 , 
 ), 
 SafetySetting 
 ( 
 category 
 = 
 HarmCategory 
 . 
 HARM_CATEGORY_SEXUALLY_EXPLICIT 
 , 
 threshold 
 = 
 HarmBlockThreshold 
 . 
 BLOCK_LOW_AND_ABOVE 
 , 
 ), 
 ] 
 response 
 = 
 client 
 . 
 models 
 . 
 generate_content 
 ( 
 model 
 = 
 "gemini-2.5-flash" 
 , 
 contents 
 = 
 prompt 
 , 
 config 
 = 
 GenerateContentConfig 
 ( 
 system_instruction 
 = 
 system_instruction 
 , 
 safety_settings 
 = 
 safety_settings 
 , 
 ), 
 ) 
 # Response will be `None` if it is blocked. 
 print 
 ( 
 response 
 . 
 text 
 ) 
 # Example response: 
 #     None 
 # Finish Reason will be `SAFETY` if it is blocked. 
 print 
 ( 
 response 
 . 
 candidates 
 [ 
 0 
 ] 
 . 
 finish_reason 
 ) 
 # Example response: 
 #     FinishReason.SAFETY 
 # For details on all the fields in the response 
 for 
 each 
 in 
 response 
 . 
 candidates 
 [ 
 0 
 ] 
 . 
 safety_ratings 
 : 
 print 
 ( 
 ' 
 \n 
 Category: ' 
 , 
 str 
 ( 
 each 
 . 
 category 
 )) 
 print 
 ( 
 'Is Blocked:' 
 , 
 True 
 if 
 each 
 . 
 blocked 
 else 
 False 
 ) 
 print 
 ( 
 'Probability: ' 
 , 
 each 
 . 
 probability 
 ) 
 print 
 ( 
 'Probability Score: ' 
 , 
 each 
 . 
 probability_score 
 ) 
 print 
 ( 
 'Severity:' 
 , 
 each 
 . 
 severity 
 ) 
 print 
 ( 
 'Severity Score:' 
 , 
 each 
 . 
 severity_score 
 ) 
 # Example response: 
 # 
 #     Category:  HarmCategory.HARM_CATEGORY_HATE_SPEECH 
 #     Is Blocked: False 
 #     Probability:  HarmProbability.NEGLIGIBLE 
 #     Probability Score:  2.547714e-05 
 #     Severity: HarmSeverity.HARM_SEVERITY_NEGLIGIBLE 
 #     Severity Score: None 
 # 
 #     Category:  HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT 
 #     Is Blocked: False 
 #     Probability:  HarmProbability.NEGLIGIBLE 
 #     Probability Score:  3.6103818e-06 
 #     Severity: HarmSeverity.HARM_SEVERITY_NEGLIGIBLE 
 #     Severity Score: None 
 # 
 #     Category:  HarmCategory.HARM_CATEGORY_HARASSMENT 
 #     Is Blocked: True 
 #     Probability:  HarmProbability.MEDIUM 
 #     Probability Score:  0.71599233 
 #     Severity: HarmSeverity.HARM_SEVERITY_MEDIUM 
 #     Severity Score: 0.30782545 
 # 
 #     Category:  HarmCategory.HARM_CATEGORY_SEXUALLY_EXPLICIT 
 #     Is Blocked: False 
 #     Probability:  HarmProbability.NEGLIGIBLE 
 #     Probability Score:  1.5624657e-05 
 #     Severity: HarmSeverity.HARM_SEVERITY_NEGLIGIBLE 
 #     Severity Score: None