git clone https://github.com/TLILIFIRAS/Q-A-System-with-PII-Anonymization.git pip install -r requirements.txt export OPENAI_API_KEY="your_openai_api_key" langchain_core.documents import Document from langchain_experimental.data_anonymizer import PresidioReversibleAnonymizer from langchain_openai import ChatOpenAI # Initialize your anonymizer and model anonymizer = PresidioReversibleAnonymizer() model = ChatOpenAI(temperature=0.3) # Load your documents documents = [Document(page_content="Your document content here.")] for doc in documents: doc.page_content = anonymizer.anonymize(doc.page_content) answer = anonymizer_chain.invoke({"question": "What happened on ?"}) print(answer) Posted Oct 17, 2024
A full question-answering system, based on PresidioReversibleAnonymizer and LangChain Expression Language (LCEL). - TLILIFIRAS/Q-A-System-with-PII-Anonymization
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