Update app.py
Browse files
app.py
CHANGED
@@ -32,21 +32,17 @@ def text_extract(file):
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page = pdf_reader.pages[page_num]
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text += page.extract_text()
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text_splitter=text_splitter_function(text);
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result=
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return result
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def response_from_bot(text_splitter):
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db = FAISS.from_texts(text_splitter, embeddings);
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retriever = db.as_retriever(search_type="similarity", search_kwargs={"k": 2})
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llm=GooglePalm(google_api_key=google_api)
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except:
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result['result']="hir"
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return 'result';
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page = pdf_reader.pages[page_num]
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text += page.extract_text()
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text_splitter=text_splitter_function(text);
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result=response_from_bot(text_splitter)
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return result
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def response_from_bot(text_splitter):
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db = FAISS.from_texts(text_splitter, embeddings);
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retriever = db.as_retriever(search_type="similarity", search_kwargs={"k": 2})
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llm=GooglePalm(google_api_key=google_api)
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qa = RetrievalQA.from_chain_type(
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llm=llm, chain_type="stuff", retriever=retriever, return_source_documents=True
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)
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result=qa.invoke("where is tajmahal")
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return result['result'];
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