Update utils/haystack.py
Browse files- utils/haystack.py +25 -22
utils/haystack.py
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@@ -8,7 +8,7 @@ from haystack_integrations.components.retrievers.pinecone import PineconeEmbeddi
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from haystack_integrations.components.generators.cohere import CohereGenerator
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from haystack import Document
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def start_haystack(openai_key):
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document_store = PineconeDocumentStore(dimension=1024, index="zen", environment = "gcp-starter")
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template = """
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@@ -46,24 +46,27 @@ def start_haystack(openai_key):
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@st.cache_data(show_spinner=True)
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def query(prompt, _pipe):
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from haystack_integrations.components.generators.cohere import CohereGenerator
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from haystack import Document
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def start_haystack(openai_key):
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document_store = PineconeDocumentStore(dimension=1024, index="zen", environment = "gcp-starter")
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template = """
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@st.cache_data(show_spinner=True)
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def query(prompt, _pipe):
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with st.spinner('Processing'):
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try:
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replies = _pipe.run({
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"text_embedder": {
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"text": prompt
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},
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"prompt_builder": {
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"query": prompt
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},
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"answer_builder": {
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"query": prompt
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}
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})
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raw = replies['answer_builder']['answers'][0]
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result = raw.data + "\n\n -- Source: " + raw.documents[0].content + " --"
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print(raw)
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st.success('Completed!')
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except Exception as e:
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print("Hay:")
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print(e)
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result = ["Something went wrong!"]
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st.error('Failed!')
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return result
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