Update app.py

app.py

@@ -8,6 +8,10 @@ import pandas as pd
 from sklearn.model_selection import train_test_split
 from sklearn.ensemble import RandomForestClassifier
 import git
+import spacy
+from spacy.lang.en import English
+import boto3
+import unittest
 
 # Configure the Gemini API
 genai.configure(api_key=st.secrets["GOOGLE_API_KEY"])
@@ -78,6 +82,25 @@ def integrate_with_git(repo_path, code):
     repo.index.add(["generated_code.py"])
     repo.index.commit("Added generated code")
 
+def process_user_input(user_input):
+    # Placeholder for advanced natural language processing
+    nlp = English()
+    doc = nlp(user_input)
+    return doc
+
+def interact_with_cloud_services(service_name, action, params):
+    # Placeholder for interacting with cloud services
+    client = boto3.client(service_name)
+    response = getattr(client, action)(**params)
+    return response
+
+def run_tests():
+    # Placeholder for automated testing
+    test_suite = unittest.TestLoader().discover('tests')
+    test_runner = unittest.TextTestRunner()
+    test_result = test_runner.run(test_suite)
+    return test_result
+
 # Streamlit UI setup
 st.set_page_config(page_title="Sleek AI Code Assistant", page_icon="💻", layout="wide")
 
@@ -180,7 +203,8 @@ if st.button("Generate Code"):
     else:
         with st.spinner("Generating code..."):
             try:
-                completed_text = generate_response(prompt)
+                processed_input = process_user_input(prompt)
+                completed_text = generate_response(processed_input.text)
                 if "Error" in completed_text:
                     handle_error(completed_text)
                 else:
@@ -196,6 +220,13 @@ if st.button("Generate Code"):
                     # Integrate with Git
                     repo_path = "./repo"  # Replace with your repository path
                     integrate_with_git(repo_path, optimized_code)
+                    
+                    # Run automated tests
+                    test_result = run_tests()
+                    if test_result.wasSuccessful():
+                        st.success("All tests passed successfully!")
+                    else:
+                        st.error("Some tests failed. Please check the code.")
             except Exception as e:
                 handle_error(e)