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| import streamlit as st | |
| import os | |
| import subprocess | |
| from transformers import pipeline, AutoModelForCausalLM, AutoTokenizer, HfApi | |
| # Set your Hugging Face API key here | |
| hf_token = "YOUR_HUGGING_FACE_API_KEY" # Replace with your actual token | |
| PROJECT_ROOT = "projects" | |
| AGENT_DIRECTORY = "agents" | |
| AVAILABLE_CODE_GENERATIVE_MODELS = ["bigcode/starcoder", "Salesforce/codegen-350M-mono", "microsoft/CodeGPT-small"] | |
| # Global state to manage communication between Tool Box and Workspace Chat App | |
| if 'chat_history' not in st.session_state: | |
| st.session_state.chat_history = [] | |
| if 'terminal_history' not in st.session_state: | |
| st.session_state.terminal_history = [] | |
| if 'workspace_projects' not in st.session_state: | |
| st.session_state.workspace_projects = {} | |
| if 'available_agents' not in st.session_state: | |
| st.session_state.available_agents = [] | |
| class AIAgent: | |
| def __init__(self, name, description, skills): | |
| self.name = name | |
| self.description = description | |
| self.skills = skills | |
| def create_agent_prompt(self): | |
| skills_str = '\n'.join([f"* {skill}" for skill in self.skills]) | |
| agent_prompt = f""" | |
| As an elite expert developer, my name is {self.name}. I possess a comprehensive understanding of the following areas: | |
| {skills_str} | |
| I am confident that I can leverage my expertise to assist you in developing and deploying cutting-edge web applications. Please feel free to ask any questions or present any challenges you may encounter. | |
| """ | |
| return agent_prompt | |
| def autonomous_build(self, chat_history, workspace_projects, project_name, selected_model, hf_token): | |
| """ | |
| Autonomous build logic that continues based on the state of chat history and workspace projects. | |
| """ | |
| # Example logic: Generate a summary of chat history and workspace state | |
| summary = "Chat History:\n" + "\n".join([f"User: {u}\nAgent: {a}" for u, a in chat_history]) | |
| summary += "\n\nWorkspace Projects:\n" + "\n".join([f"{p}: {details}" for p, details in workspace_projects.items()]) | |
| # Example: Generate the next logical step in the project | |
| next_step = "Based on the current state, the next logical step is to implement the main application logic." | |
| return summary, next_step | |
| def deploy_built_space_to_hf(self): | |
| # Implement deployment logic here | |
| pass | |
| def process_input(input_text): | |
| chatbot = pipeline("text-generation", model="microsoft/DialoGPT-medium", tokenizer="microsoft/DialoGPT-medium") | |
| response = chatbot(input_text, max_length=50, num_return_sequences=1)[0]['generated_text'] | |
| return response | |
| def run_code(code): | |
| try: | |
| result = subprocess.run(code, shell=True, capture_output=True, text=True) | |
| return result.stdout | |
| except Exception as e: | |
| return str(e) | |
| def workspace_interface(project_name): | |
| project_path = os.path.join(PROJECT_ROOT, project_name) | |
| if not os.path.exists(project_path): | |
| os.makedirs(project_path) | |
| st.session_state.workspace_projects[project_name] = {'files': []} | |
| return f"Project '{project_name}' created successfully." | |
| else: | |
| return f"Project '{project_name}' already exists." | |
| def add_code_to_workspace(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." | |
| file_path = os.path.join(project_path, file_name) | |
| with open(file_path, "w") as file: | |
| file.write(code) | |
| st.session_state.workspace_projects[project_name]['files'].append(file_name) | |
| return f"Code added to '{file_name}' in project '{project_name}'." | |
| def display_chat_history(chat_history): | |
| return "\n".join([f"User: {u}\nAgent: {a}" for u, a in chat_history]) | |
| def display_workspace_projects(workspace_projects): | |
| return "\n".join([f"{p}: {details}" for p, details in workspace_projects.items()]) | |
| if __name__ == "__main__": | |
| st.sidebar.title("Navigation") | |
| app_mode = st.sidebar.selectbox("Choose the app mode", ["AI Agent Creator", "Tool Box", "Workspace Chat App"]) | |
| if app_mode == "AI Agent Creator": | |
| # AI Agent Creator | |
| st.header("Create an AI Agent from Text") | |
| st.subheader("From Text") | |
| agent_name = st.text_input("Enter agent name:") | |
| text_input = st.text_area("Enter skills (one per line):") | |
| if st.button("Create Agent"): | |
| skills = text_input.split('\n') | |
| agent = AIAgent(agent_name, "AI agent created from text input", skills) | |
| st.success(f"Agent '{agent_name}' created and saved successfully.") | |
| st.session_state.available_agents.append(agent_name) | |
| elif app_mode == "Tool Box": | |
| # Tool Box | |
| st.header("AI-Powered Tools") | |
| # Chat Interface | |
| st.subheader("Chat with CodeCraft") | |
| chat_input = st.text_area("Enter your message:") | |
| if st.button("Send"): | |
| response = process_input(chat_input) | |
| st.session_state.chat_history.append((chat_input, response)) | |
| st.write(f"CodeCraft: {response}") | |
| # Terminal Interface | |
| st.subheader("Terminal") | |
| terminal_input = st.text_input("Enter a command:") | |
| if st.button("Run"): | |
| output = run_code(terminal_input) | |
| st.session_state.terminal_history.append((terminal_input, output)) | |
| st.code(output, language="bash") | |
| # Project Management | |
| st.subheader("Project Management") | |
| project_name_input = st.text_input("Enter Project Name:") | |
| if st.button("Create Project"): | |
| status = workspace_interface(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) | |
| st.write(status) | |
| # Display Chat History | |
| st.subheader("Chat History") | |
| chat_history = display_chat_history(st.session_state.chat_history) | |
| st.text_area("Chat History", value=chat_history, height=200) | |
| # Display Workspace Projects | |
| st.subheader("Workspace Projects") | |
| workspace_projects = display_workspace_projects(st.session_state.workspace_projects) | |
| st.text_area("Workspace Projects", value=workspace_projects, height=200) | |
| elif app_mode == "Workspace Chat App": | |
| # Workspace Chat App | |
| st.header("Workspace Chat App") | |
| # Chat Interface with AI Agents | |
| st.subheader("Chat with AI Agents") | |
| selected_agent = st.selectbox("Select an AI agent", st.session_state.available_agents) | |
| agent_chat_input = st.text_area("Enter your message for the agent:") | |
| if st.button("Send to Agent"): | |
| response = process_input(agent_chat_input) | |
| st.session_state.chat_history.append((agent_chat_input, response)) | |
| st.write(f"{selected_agent}: {response}") | |
| # Code Generation | |
| st.subheader("Code Generation") | |
| code_idea = st.text_input("Enter your code idea:") | |
| selected_model = st.selectbox("Select a code-generative model", AVAILABLE_CODE_GENERATIVE_MODELS) | |
| if st.button("Generate Code"): | |
| generator = pipeline("text-generation", model=selected_model, tokenizer=selected_model) | |
| generated_code = generator(code_idea, max_length=150, num_return_sequences=1)[0]['generated_text'] | |
| st.code(generated_code, language="python") | |
| # Automate Build Process | |
| st.subheader("Automate Build Process") | |
| if st.button("Automate"): | |
| agent = AIAgent(selected_agent, "", []) # Load the agent without skills for now | |
| summary, next_step = agent.autonomous_build(st.session_state.chat_history, st.session_state.workspace_projects, project_name_input, selected_model, hf_token) | |
| st.write("Autonomous Build Summary:") | |
| st.write(summary) | |
| st.write("Next Step:") | |
| st.write(next_step) | |
| if agent._hf_api and agent.has_valid_hf_token(): | |
| repository = agent.deploy_built_space_to_hf() | |
| st.markdown("## Congratulations! Successfully deployed Space 🚀 ##") | |
| st.markdown("[Check out your new Space here](hf.co/" + repository.name + ")") | |
| # Launch the Streamlit app | |
| st.markdown(""" | |
| <style> | |
| /* Advanced and Accommodating CSS */ | |
| body { | |
| font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif; | |
| background-color: #f4f4f9; | |
| color: #333; | |
| margin: 0; | |
| padding: 0; | |
| } | |
| h1, h2, h3, h4, h5, h6 { | |
| color: #333; | |
| } | |
| .container { | |
| width: 90%; | |
| margin: 0 auto; | |
| padding: 20px; | |
| } | |
| /* Navigation Sidebar */ | |
| .sidebar { | |
| background-color: #2c3e50; | |
| color: #ecf0f1; | |
| padding: 20px; | |
| height: 100vh; | |
| position: fixed; | |
| top: 0; | |
| left: 0; | |
| width: 250px; | |
| overflow-y: auto; | |
| } | |
| .sidebar a { | |
| color: #ecf0f1; | |
| text-decoration: none; | |
| display: block; | |
| padding: 10px 0; | |
| } | |
| .sidebar a:hover { | |
| background-color: #34495e; | |
| border-radius: 5px; | |
| } | |
| /* Main Content */ | |
| .main-content { | |
| margin-left: 270px; | |
| padding: 20px; | |
| } | |
| /* Buttons */ | |
| button { | |
| background-color: #3498db; | |
| color: #fff; | |
| border: none; | |
| padding: 10px 20px; | |
| border-radius: 5px; | |
| cursor: pointer; | |
| font-size: 16px; | |
| } | |
| button:hover { | |
| background-color: #2980b9; | |
| } | |
| /* Text Areas and Inputs */ | |
| textarea, input[type="text"] { | |
| width: 100%; | |
| padding: 10px; | |
| margin: 10px 0; | |
| border: 1px solid #ddd; | |
| border-radius: 5px; | |
| box-sizing: border-box; | |
| } | |
| textarea:focus, input[type="text"]:focus { | |
| border-color: #3498db; | |
| outline: none; | |
| } | |
| /* Terminal Output */ | |
| .code-output { | |
| background-color: #1e1e1e; | |
| color: #dcdcdc; | |
| padding: 20px; | |
| border-radius: 5px; | |
| font-family: 'Courier New', Courier, monospace; | |
| } | |
| /* Chat History */ | |
| .chat-history { | |
| background-color: #ecf0f1; | |
| padding: 20px; | |
| border-radius: 5px; | |
| max-height: 300px; | |
| overflow-y: auto; | |
| } | |
| .chat-message { | |
| margin-bottom: 10px; | |
| } | |
| .chat-message.user { | |
| text-align: right; | |
| color: #3498db; | |
| } | |
| .chat-message.agent { | |
| text-align: left; | |
| color: #e74c3c; | |
| } | |
| /* Project Management */ | |
| .project-list { | |
| background-color: #ecf0f1; | |
| padding: 20px; | |
| border-radius: 5px; | |
| max-height: 300px; | |
| overflow-y: auto; | |
| } | |
| .project-item { | |
| margin-bottom: 10px; | |
| } | |
| .project-item a { | |
| color: #3498db; | |
| text-decoration: none; | |
| } | |
| .project-item a:hover { | |
| text-decoration: underline; | |
| } | |
| </style> | |
| """, unsafe_allow_html=True) |