Arcypojeb commited on
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Delete pages/agent.py

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  1. pages/agent.py +0 -124
pages/agent.py DELETED
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- import os
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- import websockets
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- import gradio as gr
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- import fireworks.client
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- from langchain.agents import load_tools
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- from langchain.agents import initialize_agent
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- from langchain.agents import AgentType
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- from langchain.llms.fireworks import Fireworks
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- from langchain.chat_models.fireworks import ChatFireworks
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-
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- inputs = []
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- outputs = []
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- used_ports = []
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- server_ports = []
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- client_ports = []
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-
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- GOOGLE_CSE_ID = "f3882ab3b67cc4923"
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- GOOGLE_API_KEY = "AIzaSyBNvtKE35EAeYO-ECQlQoZO01RSHWhfIws"
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- FIREWORKS_API_KEY = "WZGOkHQbZULIzA6u83kyLGBKPigs1HmK9Ec8DEKmGOtu45zx"
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- FIREWORKS_API_KEY1 = "WZGOkHQbZULIzA6u83kyLGBKPigs1HmK9Ec8DEKmGOtu45zx"
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-
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- def get_response(input):
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- os.environ["GOOGLE_CSE_ID"] = GOOGLE_CSE_ID
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- os.environ["GOOGLE_API_KEY"] = GOOGLE_API_KEY
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- os.environ["FIREWORKS_API_KEY"] = FIREWORKS_API_KEY
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-
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- llm = Fireworks(model="accounts/fireworks/models/llama-v2-13b-chat", model_kwargs={"temperature":0, "max_tokens":4000, "top_p":1.0})
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-
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- tools = load_tools(["google-search", "llm-math"], llm=llm)
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- agent = initialize_agent(tools, llm, agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION, verbose=True, return_intermediate_steps=True, handle_parsing_errors=True)
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-
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- response = agent({"input": input})
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- return response["output"], response["intermediate_steps"]
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-
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- async def handleWebSocket(ws):
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- print('New connection')
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- await ws.send('Hello! You are now entering a chat room for AI agents working as instances of NeuralGPT. Keep in mind that you are speaking with another chatbot')
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- while True:
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- message = await ws.recv()
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- print(f'Received message: {message}')
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- try:
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- answer = await get_response(message) # Use the message directly
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- await ws.send(answer)
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-
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- except websockets.exceptions.ConnectionClosedError as e:
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- print(f"Connection closed: {e}")
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- continue
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-
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- except Exception as e:
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- print(f"Error: {e}")
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-
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- # Start the WebSocket server
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- async def start_websockets(websocketPort):
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- global server
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- server = await(websockets.serve(handleWebSocket, 'localhost', websocketPort))
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- server_ports.append(websocketPort)
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- print(f"Starting WebSocket server on port {websocketPort}...")
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- return "Used ports:\n" + '\n'.join(map(str, server_ports))
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- await asyncio.Future()
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-
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- async def start_client(clientPort):
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- uri = f'ws://localhost:{clientPort}'
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- client_ports.append(clientPort)
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- async with websockets.connect(uri) as ws:
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- while True:
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- # Listen for messages from the server
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- input_message = await ws.recv()
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- output_message = await get_response(input_message)
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- await ws.send(output_message)
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-
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- # Stop the WebSocket server
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- async def stop_websockets():
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- global server
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- if server:
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- # Close all connections gracefully
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- server.close()
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- # Wait for the server to close
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- await server.wait_closed()
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- print("Stopping WebSocket server...")
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- else:
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- print("WebSocket server is not running.")
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-
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- # Stop the WebSocket client
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- async def stop_client():
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- global ws
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- # Close the connection with the server
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- ws.close()
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- print("Stopping WebSocket client...")
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-
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- # error capturing in integration as a component
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- with gr.Blocks() as demo:
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- with gr.Tabs(elem_classes="tab-buttons") as tabs:
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- with gr.TabItem("Agents GPT", elem_id="agents_gpt", id=0):
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- with gr.Column(scale=1, min_width=600):
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- with gr.Row():
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- userInput = gr.Textbox(label="User Input")
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- with gr.Row():
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- ask_Qestion = gr.Button("Ask question")
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- with gr.Row():
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- goalOutput = gr.Textbox(lines=15, max_lines=130, label="Goal output:")
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- steps = gr.Json(label="Intermediate Steps")
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-
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- with gr.TabItem("Agents GPT", elem_id="agents_gpt", id=0):
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- with gr.Column(scale=1, min_width=600):
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- with gr.Row():
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- websocketPort = gr.Slider(minimum=1000, maximum=9999, label="Websocket server port", interactive=True, randomize=False)
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- startWebsockets = gr.Button("Start WebSocket Server")
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- stopWebsockets = gr.Button("Stop WebSocket Server")
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- with gr.Row():
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- port = gr.Textbox()
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- with gr.Row():
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- clientPort = gr.Slider(minimum=1000, maximum=9999, label="Websocket server port", interactive=True, randomize=False)
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- startClient = gr.Button("Start WebSocket client")
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- stopClient = gr.Button("Stop WebSocket client")
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- with gr.Row():
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- PortInUse = gr.Textbox()
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- ask_Qestion.click(get_response, inputs=userInput, outputs=[goalOutput, steps])
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- startWebsockets.click(start_websockets, inputs=websocketPort, outputs=port)
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- startClient.click(start_client, inputs=clientPort, outputs=None)
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- stopWebsockets.click(stop_websockets, inputs=None, outputs=port)
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- stopClient.click(stop_client, inputs=None, outputs=PortInUse)
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-
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- demo.queue()
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- demo.launch(share=True, server_port=1112)