Update app.py

app.py

@@ -51,6 +51,14 @@ chat_model = AutoModelForSeq2SeqLM.from_pretrained("microsoft/DialoGPT-medium")
 # Load tokenizer
 tokenizer = AutoTokenizer.from_pretrained("microsoft/DialoGPT-medium")
 
+# Define a class for the AI Agent
+class AIAgent:
+    def __init__(self, name, description, skills):
+        self.name = name
+        self.description = description
+        self.skills = skills
+
+# Define a function to process user input
 def process_input(user_input):
     # Input pipeline: Tokenize and preprocess user input
     input_ids = tokenizer(user_input, return_tensors="pt").input_ids
@@ -70,7 +78,8 @@ def process_input(user_input):
     # Output pipeline: Return final response
     return refined_response
 
-def workspace_interface(project_name):
+# Define a function to create a new project
+def create_project(project_name):
     project_path = os.path.join(PROJECT_ROOT, project_name)
     if os.path.exists(project_path):
         return f"Project '{project_name}' already exists."
@@ -79,7 +88,8 @@ def workspace_interface(project_name):
         st.session_state.workspace_projects[project_name] = {'files': []}
         return f"Project '{project_name}' created successfully."
 
-def add_code_to_workspace(project_name, code, file_name):
+# Define a function to add code to a project
+def add_code_to_project(project_name, code, file_name):
     project_path = os.path.join(PROJECT_ROOT, project_name)
     if not os.path.exists(project_path):
         return f"Project '{project_name}' does not exist."
@@ -94,6 +104,7 @@ def add_code_to_workspace(project_name, code, file_name):
         logging.error(f"Error adding code: {file_name}: {e}")
         return f"Error adding code: {file_name}"
 
+# Define a function to run code
 def run_code(command, project_name=None):
     if project_name:
         project_path = os.path.join(PROJECT_ROOT, project_name)
@@ -102,12 +113,14 @@ def run_code(command, project_name=None):
         result = subprocess.run(command, shell=True, capture_output=True, text=True)
     return result.stdout
 
+# Define a function to display chat history
 def display_chat_history(history):
     chat_history = ""
     for user_input, response in history:
         chat_history += f"User: {user_input}\nAgent: {response}\n\n"
     return chat_history
 
+# Define a function to display workspace projects
 def display_workspace_projects(projects):
     workspace_projects = ""
     for project, details in projects.items():
@@ -116,6 +129,7 @@ def display_workspace_projects(projects):
             workspace_projects += f"  - {file}\n"
     return workspace_projects
 
+# Define a function to download models
 def download_models():
     for model in AVAILABLE_CODE_GENERATIVE_MODELS:
         try:
@@ -124,6 +138,7 @@ def download_models():
         except Exception as e:
             logging.error(f"Error downloading model '{model}': {e}")
 
+# Define a function to deploy a space to Hugging Face Hub
 def deploy_space_to_hf(project_name, hf_token):
     repository_name = f"my-awesome-space_{datetime.now().timestamp()}"
     files = get_built_space_files()
@@ -134,6 +149,7 @@ def deploy_space_to_hf(project_name, hf_token):
     else:
         return "Failed to commit changes to Space."
 
+# Define a function to get built space files
 def get_built_space_files():
     projects = st.session_state.workspace_projects
     files = []
@@ -144,6 +160,7 @@ def get_built_space_files():
                 files.append(file.read())
     return files
 
+# Define a function to deploy to Git
 def deploy_to_git(project_name, repository_name, files):
     project_path = os.path.join(PROJECT_ROOT, project_name)
     git_repo_url = hf_hub_url(repository_name)
@@ -166,16 +183,18 @@ def deploy_to_git(project_name, repository_name, files):
 
     return git.returncode == 0
 
+# Define a function to publish a space
 def publish_space(repository_name, hf_token):
     api = HfApi(token=hf_token)
     api.create_model(repository_name, files=[], push_to_hub=True)
 
+# Define a function to handle autonomous build
 def handle_autonomous_build():
     if not st.session_state.workspace_projects or not st.session_state.available_agents:
         st.error("No projects or agents available to build.")
         return
 
-    project_name = st.session_state.workspace_projects.keys()[0]
+    project_name = list(st.session_state.workspace_projects.keys())[0]
     selected_agent = st.session_state.available_agents[0]
     code_idea = st.session_state.current_state["workspace_chat"]["user_input"]
     code_generative_model = next((model for model in AVAILABLE_CODE_GENERATIVE_MODELS if model in st.session_state.current_state["toolbox"]["selected_models"]), None)
@@ -201,6 +220,7 @@ def handle_autonomous_build():
         logging.error(f"Error during build process: {e}")
         st.error("Error during build process.")
 
+# Define a function to build a project
 def build_project(project_name, agent, code_idea, code_generative_model):
     # TODO: Add code to build the project here
     # This could include generating code, running it, and updating the workspace projects
@@ -209,6 +229,7 @@ def build_project(project_name, agent, code_idea, code_generative_model):
     next_step = ""
     return summary, next_step
 
+# Define the main function
 def main():
     # Initialize the app
     st.title("AI Agent Creator")
@@ -257,13 +278,13 @@ def main():
         st.subheader("Project Management")
         project_name_input = st.text_input("Enter Project Name:")
         if st.button("Create Project"):
-            status = workspace_interface(project_name_input)
+            status = create_project(project_name_input)
             st.write(status)
 
         code_to_add = st.text_area("Enter Code to Add to Workspace:", height=150)
         file_name_input = st.text_input("Enter File Name (e.g., 'app.py'):")
         if st.button("Add Code"):
-            status = add_code_to_workspace(project_name_input, code_to_add, file_name_input)
+            status = add_code_to_project(project_name_input, code_to_add, file_name_input)
             st.write(status)
 
         # Display Chat History