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create app.py
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app.py
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import gradio as gr
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import os
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import openai
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import gradio as gr
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# Get the value of the openai_api_key from environment variable
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openai.api_key = os.getenv("OPENAI_API_KEY")
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# Import things that are needed generically from langchain
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from langchain import LLMMathChain, SerpAPIWrapper
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from langchain.agents import AgentType, initialize_agent, load_tools
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from langchain.chat_models import ChatOpenAI
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from langchain.tools import BaseTool, StructuredTool, Tool, tool
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from langchain.tools import MoveFileTool, format_tool_to_openai_function
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from langchain.schema import (
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AIMessage,
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HumanMessage,
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SystemMessage
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)
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from langchain.utilities import WikipediaAPIWrapper
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from langchain.tools import AIPluginTool
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# Setting up a system message for our Chatbot
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#system = SystemMessage(content = "You are a helpful AI assistant") # that translates English to Pirate English.")
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# driver
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def predict(user_input, chatbot):
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print(f"chatbot - {chatbot}")
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print(f"user_input - {user_input}")
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chat = ChatOpenAI(
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#openai_api_key=openai_api_key,
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temperature=1.0, #temperature, #1.0
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streaming=True,
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model='gpt-3.5-turbo-0613')
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#messages = [system]
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messages=[]
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#function_call_decision = True if any(plugins) else False
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if len(chatbot) != 0:
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for conv in chatbot:
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human = HumanMessage(content=conv[0])
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ai = AIMessage(content=conv[1])
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messages.append(human)
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messages.append(ai)
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messages.append(HumanMessage(content=user_input))
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print(f"messages list is - {messages}")
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else: # for first user message
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messages.append(HumanMessage(content=user_input))
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print(f"messages list is - {messages}")
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# getting gpt3.5's response
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gpt_response = chat(messages)
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print(f"gpt_response - {gpt_response}")
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bot_message = gpt_response.content
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print(f"bot_message - {bot_message}")
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chatbot.append((user_input, bot_message))
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#return "", chatbot, None #"", chatbot
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return bot_message
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#chatbot = gr.Chatbot()
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gr.ChatInterface(predict, delete_last_btn="del").launch(share=False, debug=True) #examples=["How are you?", "What's up?"],
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