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Create app.py
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app.py
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import os
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import openai
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import gradio as gr
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import speech_recognition as sr
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# Set up OpenAI API credentials
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api_key = os.environ.get("OPENAI_API_KEY")
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openai.api_key = api_key
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# Define the conversation prompt
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conversation_prompt = "Welcome to ChatRobo, kindly type in your enquiries: "
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# Define the function to generate a response from the GPT model
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def generate_response(user_input):
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# Check if user input contains the phrase "who created you"
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if "who created you" in user_input.lower():
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# Generate a response that includes your name
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chat_response = f"I was created by [YOUR NAME HERE]!"
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else:
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# Construct the prompt with the user input
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prompt = f"You said: {user_input}"
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# Generate a response using the OpenAI API
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response = openai.Completion.create(
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engine="text-davinci-002",
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prompt=prompt,
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temperature=0.7,
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max_tokens=1024,
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n=1,
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stop=None,
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frequency_penalty=0,
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presence_penalty=0
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)
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# Extract the response from the API output
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chat_response = response.choices[0].text.strip()
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return chat_response
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# Define the function to recognize speech and get a response from the chatbot
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def recognize_speech():
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r = sr.Recognizer()
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with sr.Microphone() as source:
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print("Speak:")
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audio = r.listen(source)
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try:
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user_input = r.recognize_google(audio)
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print("You said: " + user_input)
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except sr.UnknownValueError:
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user_input = ""
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print("Could not understand audio")
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except sr.RequestError as e:
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user_input = ""
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print("Could not request results; {0}".format(e))
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chat_response = generate_response(user_input)
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return chat_response
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# Create a Gradio interface for the chatbot with speech recognition
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interface = gr.Interface(fn=recognize_speech,
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inputs=None,
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outputs=gr.outputs.Textbox(label="ChatRobo Output"))
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interface.launch()
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