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Delete FAISS index.py
Browse files- FAISS index.py +0 -9
FAISS index.py
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from langchain_community.vectorstores import FAISS
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from langchain.embeddings import SentenceTransformerEmbeddings
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embedding_model = SentenceTransformerEmbeddings(model_name="sentence-transformers/all-MiniLM-L6-v2")
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documents = ["Mathematical modeling is used in AI, finance, and physics.", "Differential equations are part of modeling."]
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vectorstore = FAISS.from_texts(documents, embedding_model)
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# Save FAISS index
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vectorstore.save_local("faiss_index")
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