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Update app.py
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app.py
CHANGED
@@ -12,6 +12,9 @@ chroma_client = chromadb.PersistentClient(path="./chroma_db")
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embedding_model = SentenceTransformerEmbeddings(model_name="sentence-transformers/all-MiniLM-L6-v2")
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# Load the RAG-based Retrieval System
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vectorstore = FAISS.load_local("faiss_index", embedding_model)
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retriever = vectorstore.as_retriever()
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qa_chain = RetrievalQA.from_chain_type(llm=OpenAI(), retriever=retriever)
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embedding_model = SentenceTransformerEmbeddings(model_name="sentence-transformers/all-MiniLM-L6-v2")
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# Load the RAG-based Retrieval System
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import os
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print(os.listdir("faiss_index"))
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vectorstore = FAISS.load_local("faiss_index", embedding_model)
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retriever = vectorstore.as_retriever()
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qa_chain = RetrievalQA.from_chain_type(llm=OpenAI(), retriever=retriever)
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