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Update app.py
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app.py
CHANGED
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import streamlit as st
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from transformers import AutoModelForCausalLM, AutoTokenizer
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import torch
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# Display chat messages from history on app rerun
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for message in st.session_state.messages:
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with st.chat_message(message["role"]):
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st.markdown(message["content"])
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# Accept user input
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if prompt := st.chat_input("Ask me anything about data structures in LeetCode"):
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# Add user message to chat history
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st.session_state.messages.append({"role": "user", "content": prompt})
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# Display user message in chat message container
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with st.chat_message("user"):
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st.markdown(prompt)
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# Prepare the chat message for the model
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messages = st.session_state.messages[-10:] # limit messages to last 10 for performance
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text = tokenizer.apply_chat_template(
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messages,
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tokenize=False,
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add_generation_prompt=True
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)
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model_inputs = tokenizer([text], return_tensors="pt").to(model.device)
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# Generate response from the model
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generated_ids = model.generate(
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**model_inputs,
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max_new_tokens=512
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)
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generated_ids = [
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output_ids[len(input_ids):] for input_ids, output_ids in zip(model_inputs.input_ids, generated_ids)
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]
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# Decode the response
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response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0]
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# Add bot response to chat history
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st.session_state.messages.append({"role": "assistant", "content": response})
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# Display bot response in chat message container
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with st.chat_message("assistant"):
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st.markdown(response)
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import streamlit as st
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def main():
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st.title("Popular Data Structures")
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if st.button("What are the most popular data structures?"):
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st.write("Here are some of the most popular data structures:")
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st.write("- Arrays")
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st.write("- Linked Lists")
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st.write("- Stacks")
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st.write("- Queues")
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st.write("- Hash Tables")
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st.write("- Trees (e.g., Binary Trees, BST, AVL Trees)")
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st.write("- Graphs")
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if __name__ == "__main__":
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main()
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