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Update app.py
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app.py
CHANGED
@@ -87,7 +87,7 @@ def prepare_conversation(vectorstore):
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# llm = ChatOpenAI()
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# llm = HuggingFaceHub(repo_id="google/flan-t5-xxl", model_kwargs={"temperature":0.5, "max_length":512})
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# google/bigbird-roberta-base facebook/bart-large
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llm = HuggingFaceHub(repo_id="google/flan-t5-xxl", model_kwargs={"temperature": 0.
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memory = ConversationBufferMemory(
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memory_key='chat_history', return_messages=True)
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@@ -132,6 +132,8 @@ def process_user_question(user_question):
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for i, message in enumerate(st.session_state.chat_history):
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print('results_size on msg: ', results_size, i, ( results_size - 6 ) )
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if results_size > 6:
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if i < ( results_size - 6 ):
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@@ -196,7 +198,7 @@ def main():
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st.header("Pennwick File Analyzer 2")
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user_question = None
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user_question = st.text_input("Ask the Model a question about your uploaded documents:")
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if user_question != None:
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print( 'calling process question', user_question)
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process_user_question(user_question)
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@@ -208,12 +210,14 @@ def main():
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with st.sidebar:
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st.subheader("
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pdf_docs = st.file_uploader(
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"Upload your
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# Upon button press
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if st.button("
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with st.spinner("Processing..."):
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#################################################################
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# llm = ChatOpenAI()
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# llm = HuggingFaceHub(repo_id="google/flan-t5-xxl", model_kwargs={"temperature":0.5, "max_length":512})
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# google/bigbird-roberta-base facebook/bart-large
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llm = HuggingFaceHub(repo_id="google/flan-t5-xxl", model_kwargs={"temperature": 0.7, "max_length": 512})
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memory = ConversationBufferMemory(
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memory_key='chat_history', return_messages=True)
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for i, message in enumerate(st.session_state.chat_history):
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# Scrolling looses the last printed line, only print the last 6 lines
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#
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print('results_size on msg: ', results_size, i, ( results_size - 6 ) )
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if results_size > 6:
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if i < ( results_size - 6 ):
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st.header("Pennwick File Analyzer 2")
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user_question = None
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user_question = st.text_input("Ask the Open Source - Flan-t5 Model a question about your uploaded documents:")
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if user_question != None:
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print( 'calling process question', user_question)
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process_user_question(user_question)
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with st.sidebar:
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st.subheader("Which documents would you like to analyze?")
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st.subheader("(no data is saved beyond the session)")
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pdf_docs = st.file_uploader(
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"Upload your PDF documents here and click on 'Analyze'", accept_multiple_files=True)
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# Upon button press
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if st.button("Analyze these files"):
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with st.spinner("Processing..."):
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#################################################################
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