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Update pages/gen_ai.py
Browse files- pages/gen_ai.py +18 -22
pages/gen_ai.py
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import streamlit as st
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import os
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from langchain_huggingface import HuggingFaceEndpoint, ChatHuggingFace
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from langchain_core.messages import HumanMessage,
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# Set Hugging Face tokens
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hf = os.getenv('Data_science')
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os.environ['HUGGINGFACEHUB_API_TOKEN'] = hf
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os.environ['HF_TOKEN'] = hf
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# ---
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st.set_page_config(page_title="GenAI Mentor Chat", layout="centered")
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st.title("🤖 GenAI Mentor Chat")
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# --- Sidebar
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st.sidebar.title("Mentor Preferences")
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# --- Initialize Chat Model ---
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genai_skeleton = HuggingFaceEndpoint(
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@@ -35,36 +36,31 @@ genai_chat = ChatHuggingFace(
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task='conversational'
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)
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# --- Chat Form ---
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with st.form(key="chat_form"):
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user_input = st.text_input("Ask your question:")
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submit = st.form_submit_button("Send")
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# --- Chat Logic ---
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if submit and user_input:
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# Add system context
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system_prompt = (
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f"You are a Generative AI mentor with {
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f"Answer
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f"
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)
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# Create message list
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messages = [SystemMessage(content=system_prompt), HumanMessage(content=user_input)]
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# Get model response
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result = genai_chat.invoke(messages)
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st.session_state.chat_history_genai.append((user_input, result.content))
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# --- Display Chat History ---
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st.subheader("🗨️ Chat History")
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for user, bot in st.session_state
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st.markdown(f"**You:** {user}")
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st.markdown(f"**Mentor:** {bot}")
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st.markdown("---")
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import streamlit as st
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import os
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from langchain_huggingface import HuggingFaceEndpoint, ChatHuggingFace
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from langchain_core.messages import HumanMessage, SystemMessage
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# Set Hugging Face tokens
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hf = os.getenv('Data_science')
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os.environ['HUGGINGFACEHUB_API_TOKEN'] = hf
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os.environ['HF_TOKEN'] = hf
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# --- Page Configuration ---
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st.set_page_config(page_title="GenAI Mentor Chat", layout="centered")
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st.title("🤖 GenAI Mentor Chat")
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# --- Sidebar: Experience Level ---
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st.sidebar.title("Mentor Preferences")
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experience_label = st.sidebar.selectbox(
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"Select your experience level:", ["Beginner", "Intermediate", "Experienced"]
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)
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# --- Initialize Chat Model ---
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genai_skeleton = HuggingFaceEndpoint(
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task='conversational'
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)
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PAGE_KEY = "genai_chat_history"
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# --- Session State Initialization ---
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if PAGE_KEY not in st.session_state:
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st.session_state[PAGE_KEY] = []
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# --- Chat Input Form ---
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with st.form(key="chat_form"):
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user_input = st.text_input("Ask your question:")
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submit = st.form_submit_button("Send")
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# --- Chat Logic ---
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if submit and user_input:
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system_prompt = (
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f"You are a Generative AI mentor with {experience_label.lower()} experience. "
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f"Answer only Generative AI questions in a friendly tone, within 150 words. "
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f"Politely inform if the question is out of scope."
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)
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messages = [SystemMessage(content=system_prompt), HumanMessage(content=user_input)]
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result = genai_chat.invoke(messages)
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st.session_state[PAGE_KEY].append((user_input, result.content))
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# --- Chat History Display ---
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st.subheader("🗨️ Chat History")
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for user, bot in st.session_state[PAGE_KEY]:
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st.markdown(f"**You:** {user}")
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st.markdown(f"**Mentor:** {bot}")
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st.markdown("---")
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