Spaces:
Runtime error
Runtime error
Tanish Gupta
commited on
Commit
β’
6a709b5
1
Parent(s):
d95628d
Create app.py
Browse files
app.py
ADDED
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import gradio as gr
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import openai
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import os
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from dotenv import load_dotenv
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from pydub import AudioSegment
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load_dotenv()
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#accessing openapi Key
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openai.api_key = os.getenv("OPENAI_API_KEY")
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audio_messages = [{"role": "system", "content": 'You are an AI assistant expert. Respond to all input in precise, crisp and easy to understand language.'}]
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text_messages = [{"role": "system", "content": 'You are an AI assistant expert. Respond to all input in precise, crisp and easy to understand language.'}]
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global user_text_input, text_output, user_audio_input, audio_output
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"""
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It seems like the gr.Audio source is not generating a WAV file, which is required for the openai.Audio.transcribe() method to work.
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To convert the audio file to WAV format, i have used a library like Pydub.
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"""
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def audio_transcribe(audio):
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global audio_messages
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audio_message = audio_messages
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#audio processing to whisper API.
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audio_file = AudioSegment.from_file(audio)
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audio_file.export("temp.wav", format="wav")
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final_audio_file = open("temp.wav", "rb")
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transcript = openai.Audio.transcribe("whisper-1", final_audio_file)
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os.remove("temp.wav")
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#transcripted input to chatGPT API for chatCompletion
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audio_message.append({"role": "user", "content": transcript["text"]}) # type: ignore
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response = openai.ChatCompletion.create(model="gpt-3.5-turbo", messages=audio_message)
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system_message = response["choices"][0]["message"] # type: ignore
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audio_message.append(system_message)
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chat_transcript = ""
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for message in audio_message:
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if message['role'] != 'system':
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chat_transcript += message['role'] + ": " + message['content'] + "\n\n"
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return chat_transcript
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def text_transcribe(name):
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global text_messages
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text_message = text_messages
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user_text_input.update("")
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#transcripted input to chatGPT API
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text_message.append({"role": "user", "content": name}) # type: ignore
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response = openai.ChatCompletion.create(model="gpt-3.5-turbo", messages=text_message)
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system_message = response["choices"][0]["message"] # type: ignore
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text_message.append(system_message)
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chat_transcript = ""
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for message in text_message:
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if message['role'] != 'system':
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chat_transcript += message['role'] + ": " + message['content'] + "\n\n"
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return chat_transcript
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title = """<h1 align="center">Your Chat-GPT AI Assistant at your Service!! π </h1>"""
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with gr.Blocks(theme=gr.themes.Soft()) as demo:
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gr.HTML(title)
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with gr.Tab("Audio Input"):
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with gr.Row():
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user_audio_input = (gr.Audio(source="microphone", type="filepath", label="Speak Here"))
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audio_input = user_audio_input
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audio_output = gr.Textbox(label="AI Response", lines=20, placeholder="AI Response will be displayed here...")
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with gr.Row():
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audio_submit_button = gr.Button("Submit")
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with gr.Tab("Text Input"):
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with gr.Row():
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user_text_input = (gr.Textbox(label="Type Here", lines=20, placeholder="Type your message here..."))
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text_input = user_text_input
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text_output = gr.Textbox(label="AI Response", lines=20, placeholder="AI Response will be displayed here...")
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with gr.Row():
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text_submit_button = gr.Button("Submit")
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audio_submit_button.click(fn=audio_transcribe, inputs=audio_input, outputs=audio_output)
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text_submit_button.click(fn=text_transcribe, inputs=text_input, outputs=text_output)
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gr.Markdown("<center> Made with β€οΈ by Tanish Gupta. Credits to π€ Spaces for Hosting this App </center>")
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demo.launch(share=True)
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