Create app.py

app.py

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+import streamlit as st
+import os
+import google.generativeai as genai
+
+# Page config
+st.set_page_config(page_title="Pattern Completion", page_icon="🤖")
+
+# Initialize session state for history if it doesn't exist
+if 'history' not in st.session_state:
+    st.session_state.history = [
+        "input: dogs",
+        "output: cats",
+        "input: apple",
+        "output: samsung",
+        "input: b",
+        "output: c",
+        "input: friend",
+        "output: enemy",
+        "input: oil",
+        "output: water",
+    ]
+
+# Configure Gemini
+genai.configure(api_key=st.secrets["GEMINI_API_KEY"])
+
+# Create the model
+generation_config = {
+    "temperature": 1,
+    "top_p": 0.95,
+    "top_k": 64,
+    "max_output_tokens": 8192,
+    "response_mime_type": "text/plain",
+}
+
+model = genai.GenerativeModel(
+    model_name="gemini-exp-1206",
+    generation_config=generation_config,
+)
+
+# Create the Streamlit interface
+st.title("Pattern Completion")
+
+# Input text box
+user_input = st.text_input("Enter your input:")
+
+if st.button("Generate"):
+    if user_input:
+        # Create prompt with history and new input
+        prompt = st.session_state.history.copy()
+        prompt.extend([f"input: {user_input}", "output: "])
+        
+        # Generate response
+        try:
+            response = model.generate_content(prompt)
+            output = response.text.strip()
+            
+            # Update history
+            st.session_state.history.extend([f"input: {user_input}", f"output: {output}"])
+            
+            # Display result
+            st.success(f"Output: {output}")
+            
+        except Exception as e:
+            st.error(f"An error occurred: {str(e)}")