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Build error
Update app.py
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app.py
CHANGED
@@ -56,15 +56,14 @@ document_texts_path = "document_texts.pkl"
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document_texts = []
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if os.path.exists(index_path):
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try:
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with open(index_path, "rb") as f:
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index = pickle.load(f)
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print("Loaded FAISS index from faiss_index.pkl")
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print("Loaded document texts from document_texts.pkl")
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except Exception as e:
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print(f"Error loading FAISS index or document texts: {e}")
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else:
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@@ -76,8 +75,8 @@ else:
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def upload_files(files):
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global index, document_texts
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content = file.read()
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if file.name.endswith('.pdf'):
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with open("temp.pdf", "wb") as f:
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@@ -95,23 +94,19 @@ def upload_files(files):
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embeddings = embedding_model.encode(sentences)
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index.add(np.array(embeddings))
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document_texts.append(text)
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except Exception as e:
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print(f"Error processing file {file.name}: {e}")
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return f"Error processing file {file.name}: {e}"
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try:
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with open(index_path, "wb") as f:
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pickle.dump(index, f)
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print("Saved updated FAISS index to faiss_index.pkl")
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with open(document_texts_path, "wb") as f:
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pickle.dump(document_texts, f)
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print("Saved updated document texts to document_texts.pkl")
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except Exception as e:
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print(f"Error
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return f"Error
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return "Files processed successfully"
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def query_text(text):
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try:
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@@ -152,6 +147,7 @@ demo.launch()
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document_texts = []
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if os.path.exists(index_path) and os.path.exists(document_texts_path):
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try:
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with open(index_path, "rb") as f:
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index = pickle.load(f)
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print("Loaded FAISS index from faiss_index.pkl")
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with open(document_texts_path, "rb") as f:
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document_texts = pickle.load(f)
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print("Loaded document texts from document_texts.pkl")
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except Exception as e:
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print(f"Error loading FAISS index or document texts: {e}")
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else:
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def upload_files(files):
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global index, document_texts
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try:
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for file in files:
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content = file.read()
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if file.name.endswith('.pdf'):
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with open("temp.pdf", "wb") as f:
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embeddings = embedding_model.encode(sentences)
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index.add(np.array(embeddings))
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document_texts.append(text)
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# Save the updated index and documents
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with open(index_path, "wb") as f:
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pickle.dump(index, f)
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print("Saved updated FAISS index to faiss_index.pkl")
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with open(document_texts_path, "wb") as f:
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pickle.dump(document_texts, f)
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print("Saved updated document texts to document_texts.pkl")
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return "Files processed successfully"
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except Exception as e:
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print(f"Error processing files: {e}")
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return f"Error processing files: {e}"
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def query_text(text):
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try:
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