tutorial68

tutorial68/main.py

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+from langchain_experimental.data_anonymizer import PresidioAnonymizer
+from langchain_openai import ChatOpenAI
+from langchain.prompts import PromptTemplate
+anonymizer=PresidioAnonymizer()
+
+text="""
+Mark George recently lost his car from the city mall parking in Newyork,the incident happend on 3 rd may 2024
+his car details are as below:
+car model audi q76 , car number is mg6567
+"""
+template="""
+Write an official email with this text to address city insurance company
+{anonymized_text}
+"""
+prompt=PromptTemplate.from_template(template)
+llm=ChatOpenAI(model="gpt-4o")
+chain={"anonymized_text":anonymizer.anonymize} | prompt | llm
+response=chain.invoke(text)
+print(response.content)

tutorial68/test.py

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+from langchain_experimental.data_anonymizer import PresidioAnonymizer
+anonymizer=PresidioAnonymizer()
+sample="my name is john smith , i am from USA , my email id is [email protected]"
+data=anonymizer.anonymize(sample)
+print(data)