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Runtime error
Rehman1603
commited on
Commit
•
1a342d1
1
Parent(s):
9b71521
Update app.py
Browse files
app.py
CHANGED
@@ -33,14 +33,15 @@ def main(doc,prompt):
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result=submitYourDocument(doc)
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embeddings = HuggingFaceEmbeddings()
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db = FAISS.from_texts(result, embeddings)
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llm=HuggingFaceHub(repo_id="google/flan-t5-xxl",model_kwargs={"temperature":
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chain=load_qa_chain(llm,chain_type="stuff")
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query =prompt
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docs = db.similarity_search(query)
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return chain.run(input_documents=docs, question=query)
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interface=gr.Interface(fn=main,inputs=[gr.File(label="Upload file"),gr.components.Textbox(label="Type Question Related to Uploaded Document")],
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outputs=gr.components.Textbox("Answer..")
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interface.launch(debug=True)
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result=submitYourDocument(doc)
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embeddings = HuggingFaceEmbeddings()
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db = FAISS.from_texts(result, embeddings)
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llm=HuggingFaceHub(repo_id="google/flan-t5-xxl",model_kwargs={"temperature":1, "max_length":512})
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chain=load_qa_chain(llm,chain_type="stuff")
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query =prompt
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docs = db.similarity_search(query)
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return chain.run(input_documents=docs, question=query)
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interface=gr.Interface(fn=main,inputs=[gr.File(label="Upload file"),gr.components.Textbox(label="Type Question Related to Uploaded Document")],
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outputs=gr.components.Textbox(label="Answer.."),
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examples=[["FYP_Proposal.pdf","what is the summary of attached document?"],["FYP_Proposal.pdf","who is Mukesh Ambani?"],["FYP_Proposal.pdf","what is the title of document?"]])
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interface.launch(debug=True)
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