├── GUI-app.py ├── LICENSE ├── README.md ├── app.py └── icon.ico /GUI-app.py: -------------------------------------------------------------------------------- 1 | import asyncio 2 | import secrets 3 | import autogen 4 | 5 | from config import OPENAI_API_KEY 6 | import memgpt.autogen.memgpt_agent as memgpt_autogen 7 | import memgpt.autogen.interface as autogen_interface 8 | import memgpt.presets as presets 9 | from memgpt.persistence_manager import InMemoryStateManager 10 | import openai 11 | 12 | 13 | import PySimpleGUI as sg 14 | import threading 15 | import queue 16 | 17 | openai.api_key = OPENAI_API_KEY # this is the API key for the OpenAI API (https://beta.openai.com/docs/developer-quickstart/your-api-keys) 18 | 19 | config_list = [ 20 | { 21 | 'model': 'gpt-3.5-turbo', # GPT-3 model (https://beta.openai.com/docs/api-reference/available-models) 22 | } 23 | ] 24 | 25 | USE_MEMGPT = True 26 | 27 | import random 28 | import asyncio 29 | 30 | llm_config={ 31 | "seed": secrets.SystemRandom().randint(1, 10000), # random seed 32 | "config_list": config_list, # list of API keys 33 | } 34 | 35 | user_proxy = autogen.UserProxyAgent( 36 | name="User_proxy", 37 | system_message="A human admin.", 38 | code_execution_config={"last_n_messages": 2, "work_dir": "groupchat"}, 39 | human_input_mode="TERMINATE", 40 | default_auto_reply="You are going to figure this all out on your own. You are the expert. I believe in you. Please do your best." 41 | "Work by yourself, the user won't reply until your output is exactly `TERMINATE` to end the conversation.", 42 | is_termination_msg=lambda msg: msg == "TERMINATE", 43 | ) 44 | 45 | interface = autogen_interface.AutoGenInterface() # how MemGPT talks to AutoGen 46 | persistence_manager = InMemoryStateManager() 47 | persona = "I'm a 10x software engineer at a OpenAI." 48 | human = "I\'m a scrum manager at a FAANG tech company." 49 | memgpt_agent = presets.use_preset(presets.DEFAULT_PRESET, None, 'gpt-4', persona, human, interface, persistence_manager) 50 | 51 | # MemGPT coder 52 | coder = memgpt_autogen.MemGPTAgent( 53 | name="MemGPT_coder", 54 | agent=memgpt_agent, 55 | ) 56 | 57 | cto = memgpt_autogen.MemGPTAgent( 58 | name="MemGPT_CTO", 59 | agent=memgpt_agent, 60 | ) 61 | # non-MemGPT PM 62 | pm = autogen.AssistantAgent( 63 | name="Product_manager", 64 | system_message="Creative in software product ideas.", 65 | llm_config=llm_config, 66 | ) 67 | 68 | groupchat = autogen.GroupChat(agents=[user_proxy, coder, cto, pm], 69 | messages=[], 70 | max_round=12) 71 | 72 | manager = autogen.GroupChatManager(groupchat=groupchat, 73 | llm_config=llm_config) 74 | 75 | 76 | #default request 77 | request = "I need a new feature for the app." 78 | 79 | # Create a queue to store the messages 80 | message_queue = queue.Queue() 81 | 82 | 83 | 84 | # Function to run the asyncio event loop 85 | def start_asyncio_loop(): 86 | loop = asyncio.new_event_loop() 87 | asyncio.set_event_loop(loop) 88 | loop.run_forever() 89 | 90 | # Start the asyncio loop in a separate thread 91 | asyncio_thread = threading.Thread(target=start_asyncio_loop, daemon=True) 92 | asyncio_thread.start() 93 | 94 | # Function to handle sending messages 95 | def send_message(message): 96 | asyncio.run_coroutine_threadsafe(user_proxy.initiate_chat(manager, message=message), asyncio.get_event_loop()) 97 | #add responses to the queue 98 | message_queue.put(message) 99 | 100 | 101 | # Function to update the messages in the GUI 102 | def update_messages(window): 103 | while not message_queue.empty(): 104 | message = message_queue.get() 105 | window['-TERMINAL-'].update(message + '\n', append=True) 106 | 107 | 108 | sg.theme('Reddit') 109 | chatLayout = [[sg.Multiline(size=(100, 40), key='-TERMINAL-', autoscroll=True, auto_refresh=True, reroute_stdout=True, reroute_stderr=True, disabled=True)], 110 | [sg.Input(size=(44, 1), justification='center', key='-INPUT-'), sg.Button('Send', bind_return_key=True), sg.VerticalSeparator(), sg.Button('Save'), sg.Button('Settings')]] 111 | 112 | 113 | 114 | 115 | #TODO: fix UI not expanding to fit window 116 | window = sg.Window('Ai Agent Groupchat', chatLayout, finalize=True, resizable=True, icon='icon.ico', element_justification='center') 117 | 118 | 119 | 120 | 121 | 122 | # Main function 123 | async def main(): 124 | await user_proxy.initiate_chat(manager, message=request) 125 | await coder.initiate_chat(manager, message="I can do it.") 126 | 127 | # Run the main function using asyncio 128 | def run_main(): 129 | asyncio.run(main()) 130 | 131 | while True: 132 | 133 | event, values = window.read(timeout=100) # Add a timeout to allow periodic updates 134 | file_counter = 0 135 | try: 136 | if event == sg.WIN_CLOSED: 137 | break 138 | if event == 'Send': 139 | message = values['-INPUT-'] 140 | window['-INPUT-'].update('') 141 | threading.Thread(target=send_message, args=(message,), daemon=True).start() 142 | elif event == 'Save': 143 | file_counter += 1 144 | with open(f'output{file_counter}.txt', 'w') as f: 145 | f.write(values['-TERMINAL-']) 146 | sg.popup(f'File saved as output{file_counter}.txt', title='File Saved') 147 | elif event == 'Settings': 148 | window.hide() 149 | settingsLayout = [[sg.Text('Settings')], 150 | [sg.Text('OpenAI API Key:'), sg.InputText(OPENAI_API_KEY, key='-APIKEY-')], 151 | [sg.Text('Theme:'), sg.Listbox(values=sg.theme_list(), size=(20, 12), key='-THEME-', enable_events=True)], 152 | 153 | [sg.Button('Save'), sg.Button('Back')]] 154 | window2 = sg.Window('Settings', settingsLayout, finalize=True) 155 | 156 | while True: 157 | event2, values2 = window2.read() 158 | if event2 == sg.WIN_CLOSED or event2 == 'Back': 159 | window2.close() 160 | window.un_hide() 161 | break 162 | 163 | #TODO save theme and api key 164 | sg.theme(values2['-THEME-'][0]) 165 | sg.popup_get_text('This is {}'.format(values2['-THEME-'][0])) 166 | 167 | 168 | update_messages(window) 169 | except Exception as e: 170 | window['-TERMINAL-'].update(f"An error occurred: {e}\n", append=True) 171 | 172 | window.close() 173 | 174 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | GNU AFFERO GENERAL PUBLIC LICENSE 2 | Version 3, 19 November 2007 3 | 4 | Copyright (C) 2007 Free Software Foundation, Inc. 5 | Everyone is permitted to copy and distribute verbatim copies 6 | of this license document, but changing it is not allowed. 7 | 8 | Preamble 9 | 10 | The GNU Affero General Public License is a free, copyleft license for 11 | software and other kinds of works, specifically designed to ensure 12 | cooperation with the community in the case of network server software. 13 | 14 | The licenses for most software and other practical works are designed 15 | to take away your freedom to share and change the works. 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If not, see . 647 | 648 | Also add information on how to contact you by electronic and paper mail. 649 | 650 | If your software can interact with users remotely through a computer 651 | network, you should also make sure that it provides a way for users to 652 | get its source. For example, if your program is a web application, its 653 | interface could display a "Source" link that leads users to an archive 654 | of the code. There are many ways you could offer source, and different 655 | solutions will be better for different programs; see section 13 for the 656 | specific requirements. 657 | 658 | You should also get your employer (if you work as a programmer) or school, 659 | if any, to sign a "copyright disclaimer" for the program, if necessary. 660 | For more information on this, and how to apply and follow the GNU AGPL, see 661 | . 662 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | Gui is a work in progress, run GUI-app.py to use the gui version after placing your API key to the top of the script 2 | 3 | ![image](https://github.com/steviepinero/AutogenMemgpt/assets/8976522/3e5d7bec-95e9-4d2d-9732-3b75bf99b2f2) 4 | 5 | ![image](https://github.com/steviepinero/AutogenMemgpt/assets/8976522/48ad0975-53bf-48cf-b216-6162912d1777) 6 | 7 | ![image](https://github.com/steviepinero/AutogenMemgpt/assets/8976522/f74c1510-1056-426b-a6c2-b0d9931d2c42) 8 | 9 | 10 | The screenshots show the output from each agent in a terminal window. 11 | 12 | Coder: 13 | ![image](https://github.com/steviepinero/AutogenMemgpt/assets/8976522/8a86eb8b-a585-443f-9382-64f86eb20b26) 14 | 15 | Product Manager: 16 | ![image](https://github.com/steviepinero/AutogenMemgpt/assets/8976522/a738be9c-da64-434e-ab94-3598827f29f1) 17 | 18 | CTO: 19 | ![image](https://github.com/steviepinero/AutogenMemgpt/assets/8976522/7fe3d60c-4397-45ac-8bfc-feb2611ae00a) 20 | 21 | 22 | Run 'App.py' once you have added your API key at the top of the script 23 | 24 | 25 | 26 | -------------------------------------------------------------------------------- /app.py: -------------------------------------------------------------------------------- 1 | import asyncio 2 | import autogen 3 | import tkinter as tk 4 | from tkinter import messagebox 5 | 6 | from config import OPENAI_API_KEY 7 | import memgpt.autogen.memgpt_agent as memgpt_autogen 8 | import memgpt.autogen.interface as autogen_interface 9 | import memgpt.presets as presets 10 | from memgpt.persistence_manager import InMemoryStateManager 11 | import openai 12 | import secrets 13 | 14 | #TODO: Add a section for the user to input their OpenAI API key 15 | openai.api_key = OPENAI_API_KEY 16 | 17 | config_list = [ 18 | { 19 | 'model': 'gpt-3.5-turbo', 20 | } 21 | ] 22 | 23 | USE_MEMGPT = True 24 | 25 | llm_config={ 26 | "seed": secrets.SystemRandom().randint(1, 10000), # random seed 27 | "config_list": config_list, # list of API keys 28 | } 29 | 30 | user_proxy = autogen.UserProxyAgent( 31 | name="User_proxy", 32 | system_message="A human admin.", 33 | code_execution_config={"last_n_messages": 2, "work_dir": "groupchat"}, 34 | human_input_mode="TERMINATE", 35 | default_auto_reply="You are going to figure all out by your own. You are the expert. " 36 | "Work by yourself, the user won't reply until you output `TERMINATE` to end the conversation.", 37 | ) 38 | 39 | interface = autogen_interface.AutoGenInterface() 40 | persistence_manager = InMemoryStateManager() 41 | persona = "I\'m a 10x software engineer at a OpenAI." 42 | human = "I\'m a scrum manager at a FAANG tech company." 43 | memgpt_agent = presets.use_preset(presets.DEFAULT_PRESET, None, 'gpt-4', persona, human, interface, persistence_manager) 44 | 45 | # MemGPT coder 46 | coder = memgpt_autogen.MemGPTAgent( 47 | name="MemGPT_coder", 48 | agent=memgpt_agent, 49 | ) 50 | 51 | cto = memgpt_autogen.MemGPTAgent( 52 | name="MemGPT_CTO", 53 | agent=memgpt_agent, 54 | ) 55 | 56 | # non-MemGPT PM 57 | pm = autogen.AssistantAgent( 58 | name="Product_manager", 59 | system_message="Creative in software product ideas.", 60 | llm_config=llm_config, 61 | ) 62 | 63 | #TODO Add a section for the user to input the agents they want to use 64 | #TODO Add a section for the groupchat to be created and view the agents' responses to the request 65 | 66 | groupchat = autogen.GroupChat(agents=[user_proxy, coder, cto, pm], messages=[], max_round=12) 67 | manager = autogen.GroupChatManager(groupchat=groupchat, llm_config=llm_config) 68 | 69 | #TODO Add a section for the user to input the request 70 | request = "We need a simple application that will reset a users IP settings to DHCP. The application needs to be a simple button that gives feedback when pressed and should be installed as an exe" 71 | 72 | 73 | #TODO draft for Ui to create agents. Roughly based on the code in app.py 74 | def create_agent(): 75 | name = name_entry.get() 76 | persona = persona_entry.get() 77 | human = human_entry.get() 78 | 79 | if not name or not persona or not human: 80 | messagebox.showerror("Error", "All fields must be filled out") 81 | return 82 | 83 | memgpt_agent = presets.use_preset(presets.DEFAULT_PRESET, None, 'gpt-4', persona, human, interface, persistence_manager) 84 | agent = memgpt_autogen.MemGPTAgent(name=name, agent=memgpt_agent) 85 | 86 | messagebox.showinfo("Success", f"Agent {name} created successfully") 87 | 88 | root = tk.Tk() 89 | 90 | name_label = tk.Label(root, text="Agent Name") 91 | name_label.pack() 92 | name_entry = tk.Entry(root) 93 | name_entry.pack() 94 | 95 | persona_label = tk.Label(root, text="Agent Persona") 96 | persona_label.pack() 97 | persona_entry = tk.Entry(root) 98 | persona_entry.pack() 99 | 100 | human_label = tk.Label(root, text="Human Description") 101 | human_label.pack() 102 | human_entry = tk.Entry(root) 103 | human_entry.pack() 104 | 105 | create_button = tk.Button(root, text="Create Agent", command=create_agent) 106 | create_button.pack() 107 | 108 | root.mainloop() 109 | 110 | async def main(): 111 | await user_proxy.initiate_chat(manager, message=request) 112 | await coder.initiate_chat(manager, message="I can do it.") 113 | 114 | asyncio.run(main()) 115 | 116 | 117 | 118 | -------------------------------------------------------------------------------- /icon.ico: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/steviepinero/AutogenMemgpt/fca01ebe454e0da292e0bf171cd8ebe8605f86de/icon.ico --------------------------------------------------------------------------------