Update app.py
Browse files
app.py
CHANGED
@@ -48,39 +48,43 @@ pinecone_key = os.environ["PINECONE_API_KEY"]
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#___________________________________________________________________________________________________________
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@st.cache_resource
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def get_document_store():
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# Get (or initialize and get) the document store
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document_store = get_document_store()
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# @st.cache(allow_output_mutation=True)
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# def get_retriever(document_store):
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# retriever = EmbeddingRetriever(
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# document_store=document_store,
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# embedding_model="sentence-transformers/multi-qa-mpnet-base-dot-v1",
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# model_format="sentence_transformers",
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# progress_bar=False,
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# )
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# return retriever
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prompt_template="Answer the given question using the following documents. \
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Formulate your answer in the style of an academic report. \
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#___________________________________________________________________________________________________________
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# @st.cache_resource
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# def get_document_store():
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# doc_file_name="cpv_full_southern_africa"
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# document_store = PineconeDocumentStore(api_key=pinecone_key,
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# environment="asia-southeast1-gcp-free",
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# index=doc_file_name)
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# return document_store
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# # Get (or initialize and get) the document store
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# document_store = get_document_store()
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@st.cache_resource
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def get_retriever():
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doc_file_name="cpv_full_southern_africa"
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document_store = PineconeDocumentStore(api_key=pinecone_key,
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environment="asia-southeast1-gcp-free",
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index=doc_file_name)
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retriever = EmbeddingRetriever(
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document_store=document_store,
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embedding_model="sentence-transformers/multi-qa-mpnet-base-dot-v1",
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model_format="sentence_transformers",
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progress_bar=False,
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)
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return retriever
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retriever = get_retriever()
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# # Instantiate retriever
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# retriever = EmbeddingRetriever(
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# document_store=document_store,
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# embedding_model="sentence-transformers/multi-qa-mpnet-base-dot-v1",
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# model_format="sentence_transformers",
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# progress_bar=False,
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# )
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prompt_template="Answer the given question using the following documents. \
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Formulate your answer in the style of an academic report. \
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