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Browse files- app.py +83 -0
- requirements.txt +3 -0
app.py
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import streamlit as st
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import google.generativeai as genai
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import os
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MODEL_ID = "gemini-2.0-flash-exp"
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try:
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api_key = os.getenv("GEMINI_API_KEY")
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model_id = MODEL_ID
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genai.configure(api_key=api_key)
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except Exception as e:
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st.error(f"Error: {e}")
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st.stop()
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# Initialize conversation history in Streamlit session state
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if "conversation_history" not in st.session_state:
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st.session_state.conversation_history = []
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# Initialize chat model outside the function to maintain state
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if "chat_model" not in st.session_state:
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st.session_state.chat_model = genai.GenerativeModel(MODEL_ID).start_chat(history=st.session_state.conversation_history)
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def basic_prompt(text_prompt):
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try:
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chat = st.session_state.chat_model #use the saved chat model.
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response = chat.send_message(text_prompt)
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# Update conversation history
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st.session_state.conversation_history.append({"role": "user", "parts": [text_prompt]}) #gemini uses parts now.
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st.session_state.conversation_history.append({"role": "model", "parts": [response.text]})
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# Update the chat model's history
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st.session_state.chat_model = genai.GenerativeModel(MODEL_ID).start_chat(history=st.session_state.conversation_history)
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return response.text
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except Exception as e:
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return f"An error occurred: {e}"
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# App title
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st.title("Gemini Tutor: One-way ANOVA and two-way ANOVA")
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# About this App section
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with st.expander("About this App"):
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st.markdown("""
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**Gemini AI-enabled Teaching Assistant** is an innovative application designed to unlock concepts in various subjects using the power of Gemini AI.
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Created by Louie F. Cervantes, M. Eng. (Information Engineering) (c) 2025.
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""")
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# Create two tabs
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st.write("Click the tabs to display more information.")
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tab1, tab2 = st.tabs(["Concept", "Application"])
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# Concept tab
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with tab1:
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prompt = """Create a detailed explainer on ANOVA statistic and the difference between one-way and two-way ANOVA.
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The context is for senior high school students enrolled in a statistics course.
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Use brief and concise phrasing and do not add text like 'Okay let's start' or 'Here is the explanation'."""
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if st.button("Explain"):
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with st.spinner("Gemini is thinking..."):
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response_text = basic_prompt(prompt)
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st.markdown(response_text)
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# Application tab
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with tab2:
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st.write("Click the button to generate a new example.")
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if st.button("Illustrate with an example"):
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with st.spinner("Gemini is thinking..."):
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prompt = """Create a real world example that uses either one-way or two-way ANOVA.
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Output only the text of the example do not add any other text.
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The problem should be different from the example you created in the previous step."""
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problem = basic_prompt(prompt)
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st.markdown(problem)
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st.subheader("Explanation")
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prompt = """Discuss why one-way ANOVA or two-way ANOVA is applicable and not the other."""
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solution = basic_prompt(prompt)
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st.markdown(solution)
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requirements.txt
ADDED
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@@ -0,0 +1,3 @@
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streamlit
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google-generativeai
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markdown
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