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Update app.py
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app.py
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@@ -85,100 +85,34 @@ if "repo_name" not in st.session_state:
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st.session_state.repo_name = None
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if "selected_model" not in st.session_state:
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st.session_state.selected_model = None
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if "selected_code_model" not in st.session_state:
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st.session_state.selected_code_model = None
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if "selected_chat_model" not in st.session_state:
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st.session_state.selected_chat_model = None
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prompt += f"[INST] {user_prompt} [/INST]"
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prompt += f" {bot_response}</s> "
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prompt += f"[INST] {agent_prompt}, {message} [/INST]"
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return prompt
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def generate_response(prompt: str, agent_name: str) -> str:
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"""Generates a response from the language model."""
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agent = agents[agent_name]
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system_prompt = agent["system_prompt"]
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generate_kwargs = dict(
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temperature=TEMPERATURE,
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max_new_tokens=MAX_NEW_TOKENS,
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top_p=TOP_P,
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repetition_penalty=REPETITION_PENALTY,
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do_sample=True,
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)
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input_ids = tokenizer.encode(prompt, return_tensors="pt")
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output = model.generate(input_ids, **generate_kwargs)
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response = tokenizer.decode(output[0], skip_special_tokens=True)
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return response
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def chat_interface(chat_input: str, agent_names: List[str]) -> str:
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"""Handles chat interactions with the selected agents."""
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if agent_names:
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responses = []
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for agent_name in agent_names:
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prompt = format_prompt(chat_input, st.session_state.chat_history, agents[agent_name]["system_prompt"])
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response = generate_response(prompt, agent_name)
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responses.append(f"{agent_name}: {response}")
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return "\n".join(responses)
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else:
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return "
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def terminal_interface(command: str, project_name: str) -> str:
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"""Executes a command within the specified project directory."""
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try:
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except Exception as e:
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return str(e)
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def
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with open(file_path, 'w') as file:
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file.write(code)
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if project_name not in st.session_state.workspace_projects:
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st.session_state.workspace_projects[project_name] = {'files': []}
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st.session_state.workspace_projects[project_name]['files'].append(file_name)
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return f"Added {file_name} to {project_name}"
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def display_workspace_projects():
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"""Displays a table of workspace projects."""
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table = Table(title="Workspace Projects")
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table.add_column("Project Name", style="cyan", no_wrap=True)
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table.add_column("Files", style="magenta")
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for project_name, details in st.session_state.workspace_projects.items():
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table.add_row(project_name, ", ".join(details['files']))
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rprint(Panel(table, title="[bold blue]Workspace Projects[/bold blue]"))
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def display_chat_history():
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"""Displays the chat history in a formatted way."""
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table = Table(title="Chat History")
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table.add_column("User", style="cyan", no_wrap=True)
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table.add_column("Agent", style="magenta")
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for user_prompt, bot_response in st.session_state.chat_history:
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table.add_row(user_prompt, bot_response)
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rprint(Panel(table, title="[bold blue]Chat History[/bold blue]"))
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def display_agent_info(agent_name: str):
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"""Displays information about the selected agent."""
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agent = agents[agent_name]
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table = Table(title=f"{agent_name} - Agent Information")
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table.add_column("Description", style="cyan", no_wrap=True)
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table.add_column("Skills", style="magenta")
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table.add_row(agent["description"], ", ".join(agent["skills"]))
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rprint(Panel(table, title=f"[bold blue]{agent_name} - Agent Information[/bold blue]"))
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def run_autonomous_build(
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for agent_name in agent_names:
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agent = agents[agent_name]
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chat_history = st.session_state.chat_history
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workspace_projects = st.session_state.workspace_projects
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@@ -186,7 +120,22 @@ def run_autonomous_build(agent_names: List[str], project_name: str):
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rprint(Panel(summary, title="[bold blue]Current State[/bold blue]"))
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rprint(Panel(next_step, title="[bold blue]Next Step[/bold blue]"))
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# Implement logic for autonomous build based on the current state
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# --- Streamlit UI ---
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st.title("DevToolKit: AI-Powered Development Environment")
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@@ -247,7 +196,7 @@ if st.button("Automate"):
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# --- Display Information ---
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st.sidebar.subheader("Current State")
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st.sidebar.json(st.session_state
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if st.session_state.active_agent:
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display_agent_info(st.session_state.active_agent)
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display_workspace_projects()
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@@ -258,7 +207,7 @@ additional_inputs = [
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gr.Dropdown(label="Agents", choices=[s for s in agents.keys()], value=list(agents.keys())[0], interactive=True),
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gr.Textbox(label="System Prompt", max_lines=1, interactive=True),
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gr.Slider(label="Temperature", value=TEMPERATURE, minimum=0.0, maximum=1.0, step=0.05, interactive=True, info="Higher values produce more diverse outputs"),
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gr.Slider(label="Max new tokens", value=MAX_NEW_TOKENS, minimum=0, maximum=
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gr.Slider(label="Top-p (nucleus sampling)", value=TOP_P, minimum=0.0, maximum=1, step=0.05, interactive=True, info="Higher values sample more low-probability tokens"),
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gr.Slider(label="Repetition penalty", value=REPETITION_PENALTY, minimum=1.0, maximum=2.0, step=0.05, interactive=True, info="Penalize repeated tokens"),
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]
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st.session_state.repo_name = None
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if "selected_model" not in st.session_state:
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st.session_state.selected_model = None
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def add_code_to_workspace(project_name: str, code: str, file_name: str) -> str:
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if project_name in st.session_state.workspace_projects:
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project = st.session_state.workspace_projects[project_name]
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project['files'].append({'file_name': file_name, 'code': code})
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return f"Code added to project {project_name}"
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else:
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return f"Project {project_name} does not exist."
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def terminal_interface(command: str, project_name: str) -> str:
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try:
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project = st.session_state.workspace_projects.get(project_name, {})
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workspace_dir = os.path.join("workspace", project_name)
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os.makedirs(workspace_dir, exist_ok=True)
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result = subprocess.run(command, shell=True, cwd=workspace_dir, capture_output=True, text=True)
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return result.stdout + result.stderr
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except Exception as e:
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return str(e)
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def chat_interface(message: str, selected_agents: List[str]) -> str:
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responses = {}
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for agent_name in selected_agents:
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agent = agents[agent_name]
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responses[agent_name] = agent['system_prompt'] + " " + message
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return json.dumps(responses, indent=2)
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def run_autonomous_build(selected_agents: List[str], project_name: str):
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for agent_name in selected_agents:
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agent = agents[agent_name]
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chat_history = st.session_state.chat_history
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workspace_projects = st.session_state.workspace_projects
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rprint(Panel(summary, title="[bold blue]Current State[/bold blue]"))
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rprint(Panel(next_step, title="[bold blue]Next Step[/bold blue]"))
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# Implement logic for autonomous build based on the current state
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def display_agent_info(agent_name: str):
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agent = agents[agent_name]
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st.sidebar.subheader(f"Agent: {agent_name}")
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st.sidebar.write(agent['description'])
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st.sidebar.write("Skills: " + ", ".join(agent['skills']))
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st.sidebar.write("System Prompt: " + agent['system_prompt'])
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def display_workspace_projects():
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st.sidebar.subheader("Workspace Projects")
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for project_name, details in st.session_state.workspace_projects.items():
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st.sidebar.write(f"{project_name}: {details}")
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def display_chat_history():
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st.sidebar.subheader("Chat History")
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st.sidebar.json(st.session_state.chat_history)
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# --- Streamlit UI ---
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st.title("DevToolKit: AI-Powered Development Environment")
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# --- Display Information ---
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st.sidebar.subheader("Current State")
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st.sidebar.json(st.session_state, indent=2)
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if st.session_state.active_agent:
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display_agent_info(st.session_state.active_agent)
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display_workspace_projects()
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gr.Dropdown(label="Agents", choices=[s for s in agents.keys()], value=list(agents.keys())[0], interactive=True),
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gr.Textbox(label="System Prompt", max_lines=1, interactive=True),
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gr.Slider(label="Temperature", value=TEMPERATURE, minimum=0.0, maximum=1.0, step=0.05, interactive=True, info="Higher values produce more diverse outputs"),
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gr.Slider(label="Max new tokens", value=MAX_NEW_TOKENS, minimum=0, maximum=10240, step=64, interactive=True, info="The maximum numbers of new tokens"),
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gr.Slider(label="Top-p (nucleus sampling)", value=TOP_P, minimum=0.0, maximum=1, step=0.05, interactive=True, info="Higher values sample more low-probability tokens"),
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gr.Slider(label="Repetition penalty", value=REPETITION_PENALTY, minimum=1.0, maximum=2.0, step=0.05, interactive=True, info="Penalize repeated tokens"),
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]
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