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Chandranshu Jain
commited on
Update app.py
Browse files
app.py
CHANGED
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@@ -71,6 +71,7 @@ def embedding(chunk,query):
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embeddings = GoogleGenerativeAIEmbeddings(model="models/embedding-001")
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db = Chroma.from_documents(chunk,embeddings)
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docs = db.similarity_search(query)
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chain = get_conversational_chain()
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response = chain({"input_documents": docs, "question": query}, return_only_outputs=True)
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st.write("Reply: ", response["output_text"])
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@@ -86,7 +87,6 @@ def main():
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if st.button("Submit & Process", key="process_button"):
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with st.spinner("Processing..."):
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raw_text = get_pdf(pdf_docs)
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print(raw_text)
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text_chunks = text_splitter(raw_text)
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print(text_chunks)
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if query:
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embeddings = GoogleGenerativeAIEmbeddings(model="models/embedding-001")
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db = Chroma.from_documents(chunk,embeddings)
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docs = db.similarity_search(query)
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print(docs)
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chain = get_conversational_chain()
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response = chain({"input_documents": docs, "question": query}, return_only_outputs=True)
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st.write("Reply: ", response["output_text"])
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if st.button("Submit & Process", key="process_button"):
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with st.spinner("Processing..."):
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raw_text = get_pdf(pdf_docs)
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text_chunks = text_splitter(raw_text)
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print(text_chunks)
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if query:
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