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Update app.py
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app.py
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@@ -19,6 +19,21 @@ from llama_index.indices.vector_store.base import GPTVectorStoreIndex
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from adlfs import AzureBlobFileSystem
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import time
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def construct_index(doc):
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## Define the prompt helper
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@@ -51,7 +66,6 @@ def construct_index(doc):
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# save index to disk
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index.set_index_id("vector_index")
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index.storage_context.persist('/gpttest')
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return index
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@@ -77,10 +91,10 @@ def ask_ai(doc, question):
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index = construct_index([Document(text)])
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# Save index to Azure blob storage
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index.storage_context.persist(f'
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# Rebuild storage context
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storage_context = StorageContext.from_defaults(persist_dir=f'
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# Load index
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index = load_index_from_storage(storage_context)
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from adlfs import AzureBlobFileSystem
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import time
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# Blob storage parameters
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account_name = 'apeazdlkini07s'
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account_key = os.environ['account_key']
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file_system_name = "gpt"
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service_client = DataLakeServiceClient(account_url=f"https://{account_name}.dfs.core.windows.net", credential=account_key)
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file_system_client = service_client.get_file_system_client(file_system_name)
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AZURE_ACCOUNT_NAME = account_name
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AZURE_ACCOUNT_KEY = account_key
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assert AZURE_ACCOUNT_NAME is not None and AZURE_ACCOUNT_NAME != ""
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fs = AzureBlobFileSystem(account_name=AZURE_ACCOUNT_NAME, account_key=AZURE_ACCOUNT_KEY)
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def construct_index(doc):
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## Define the prompt helper
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# save index to disk
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index.set_index_id("vector_index")
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return index
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index = construct_index([Document(text)])
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# Save index to Azure blob storage
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index.storage_context.persist(f'gpt/storage_demo/{file_name}', fs=fs)
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# Rebuild storage context
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storage_context = StorageContext.from_defaults(persist_dir=f'gpt/storage_demo/{file_name}', fs=fs)
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# Load index
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index = load_index_from_storage(storage_context)
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