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Update app.py
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app.py
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@@ -1,43 +1,43 @@
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import streamlit as st
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from langchain_huggingface import HuggingFaceEndpoint, ChatHuggingFace
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from langchain.schema import HumanMessage, SystemMessage, AIMessage
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st.set_page_config(page_title="LangChain Demo", page_icon=":robot:")
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st.header("Hey, I'm your DeepSeek")
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if "sessionMessages" not in st.session_state:
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st.session_state.sessionMessages = [
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SystemMessage(content="You are a helpful assistant.")
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]
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def load_answer(question):
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st.session_state.sessionMessages.append(HumanMessage
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(content=question))
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assistant_answer = chat_model.invoke(st.session_state.sessionMessages)
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st.session_state.sessionMessages.append(AIMessage(content=assistant_answer))
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return assistant_answer.content
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def get_text():
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input_text = st.text_input("You: ")
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return input_text
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llm = HuggingFaceEndpoint(
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repo_id="deepseek-ai/DeepSeek-R1-Distill-Qwen-32B",
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task="text-generation",
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max_new_tokens=512,
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do_sample=True,
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temperature=0.7,
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repetition_penalty=1.03,
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)
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chat_model = ChatHuggingFace(llm=llm)
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user_input = get_text()
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submit = st.button('Generate')
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if submit:
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response = load_answer(user_input)
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st.subheader("Answer: ")
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st.write(response)
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import streamlit as st
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from langchain_huggingface import HuggingFaceEndpoint, ChatHuggingFace
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from langchain.schema import HumanMessage, SystemMessage, AIMessage
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st.set_page_config(page_title="LangChain Demo", page_icon=":robot:")
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st.header("Hey, I'm your DeepSeek")
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if "sessionMessages" not in st.session_state:
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st.session_state.sessionMessages = [
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SystemMessage(content="You are a helpful assistant.")
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]
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def load_answer(question):
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st.session_state.sessionMessages.append(HumanMessage
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(content=question))
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assistant_answer = chat_model.invoke(st.session_state.sessionMessages)
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st.session_state.sessionMessages.append(AIMessage(content=assistant_answer.content if hasattr(assistant_answer, "content") else str(assistant_answer)))
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return assistant_answer.content
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def get_text():
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input_text = st.text_input("You: ")
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return input_text
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llm = HuggingFaceEndpoint(
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repo_id="deepseek-ai/DeepSeek-R1-Distill-Qwen-32B",
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task="text-generation",
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max_new_tokens=512,
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do_sample=True,
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temperature=0.7,
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repetition_penalty=1.03,
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)
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chat_model = ChatHuggingFace(llm=llm)
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user_input = get_text()
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submit = st.button('Generate')
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if submit:
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response = load_answer(user_input)
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st.subheader("Answer: ")
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st.write(response)
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