Upload app.py

app.py

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+import streamlit as st
+import pickle
+import cohere
+
+# Initialize Cohere Client
+co = cohere.Client('mBS7SXo0I577gd5g5lScX3rw1YKupJHQq866YvS6') # Replace with your Cohere API key
+
+# Function to generate text using Cohere API
+# Function to generate text using Cohere API
+def generate_text(prompt, temperature):
+ response = co.generate(
+ model='7f4b5dda-dcf2-40ca-9d4c-afdcaf435480-ft', # Replace with your Cohere model ID
+ prompt=prompt,
+ max_tokens= 2000,
+ temperature=temperature,
+ stop_sequences=['\n\n'],
+ )
+ return response
+
+# Function to save chat history
+def save_chat_history(chat_history):
+ with open("chat_history.pkl", "wb") as file:
+ pickle.dump(chat_history, file)
+
+# Function to load chat history
+def load_chat_history():
+ try:
+ with open("chat_history.pkl", "rb") as file:
+ return pickle.load(file)
+ except FileNotFoundError:
+ return []
+
+# Streamlit app
+def main():
+ st.markdown(
+ """
+ <style>
+ body {
+ background-image: url("https://www.creativefabrica.com/wp-content/uploads/2020/08/09/Set-of-hand-drawn-books-in-doodle-style-Graphics-4900608-1-580x385.jpg"); /* Replace "background.jpg" with your custom image */
+ background-size: cover;
+ }
+ </style>
+ """,
+ unsafe_allow_html=True
+ )
+ st.title("EdGuard 📚🤓")
+ st.write("Welcome to EdGuard your learning partner! 😉😎")
+ st.write("Use the example prompt or write your own. ✍🏼")
+ 
+ # Load chat history
+ chat_history = load_chat_history()
+ 
+ # Temperature slider
+ temperature = st.slider("Creativity", min_value=0.1, max_value=1.0, step=0.1, value=0.5)
+ 
+ # Example prompts
+ example_prompts = [
+ "A ball is thrown vertically upward with an initial velocity of 20 m/s. Assuming no air resistance, calculate the time it takes for the ball to reach its maximum height and the maximum height reached by the ball.",
+ "Calculate the number of moles of sodium chloride (NaCl) present in 250 grams of NaCl. (Molar Mass of NaCl = 58.44 g/mol)",
+ "What is the value of x: ((7x*2)/9)+8=10. ",
+ "A bakery sells cupcakes for $2.50 each. If Sarah buys 5 cupcakes and John buys 3 cupcakes, how much do they spend in total?"
+ ]
+ 
+ # Prompt selection
+ prompt_option = st.selectbox("Choose or enter a query:", ["Select an example query"] + example_prompts + ["Enter your own query"])
+ 
+ # Text area for custom prompt
+ if prompt_option == "Enter your own query":
+ prompt = st.text_area("Start Writing:")
+ elif prompt_option == "Select an example query":
+ prompt = ""
+ else:
+ prompt = prompt_option
+ 
+ # Generate text on button click
+ if st.button("Let's start learning!"):
+ with st.spinner("Generating..."):
+ generated_text = generate_text(prompt, temperature)
+ st.success("Yay!🎉 I found something, let's look at it.")
+ st.write(generated_text)
+ 
+ # Save chat history
+ chat_history.append({"Question": prompt, "Response": generated_text})
+ save_chat_history(chat_history)
+
+if __name__ == "__main__":
+ main()