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Running
Running
DD update
Browse files
app.py
CHANGED
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@@ -9,7 +9,6 @@ import os
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import joblib
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from openai import OpenAI
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import os
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os.environ["TRANSFORMERS_CACHE"] = "/tmp"
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os.environ["HF_HOME"] = "/tmp"
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os.environ["XDG_CACHE_HOME"] = "/tmp"
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@@ -34,7 +33,7 @@ def load_model_and_index(chunks):
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embeddings = model.encode(chunks)
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faiss_index = faiss.IndexFlatL2(embeddings.shape[1])
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faiss_index.add(np.array(embeddings))
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return model, chunks, faiss_index
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def search(query, model, chunks, index, k=3):
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import joblib
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from openai import OpenAI
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os.environ["TRANSFORMERS_CACHE"] = "/tmp"
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os.environ["HF_HOME"] = "/tmp"
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os.environ["XDG_CACHE_HOME"] = "/tmp"
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embeddings = model.encode(chunks)
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faiss_index = faiss.IndexFlatL2(embeddings.shape[1])
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faiss_index.add(np.array(embeddings))
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# joblib.dump((model, chunks, faiss_index), "rag_model.joblib")
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return model, chunks, faiss_index
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def search(query, model, chunks, index, k=3):
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