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Delete utils.py
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utils.py
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import os
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from pydub import AudioSegment
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import openai
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import tempfile
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def split_audio(file_path, chunk_length=10*60*1000):
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audio = AudioSegment.from_file(file_path)
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chunks = []
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for start in range(0, len(audio), chunk_length):
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chunk = audio[start:start + chunk_length]
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chunk_file = f"chunk_{start // chunk_length}.mp3"
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chunk.export(chunk_file, format="mp3")
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chunks.append(chunk_file)
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return chunks
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def transcribe_audio(chunks):
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transcriptions = []
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timestamps = []
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for idx, chunk in enumerate(chunks):
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with open(chunk, "rb") as audio_file:
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# Transcribe using ChatGPT (Whisper functionality through chat)
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response = openai.ChatCompletion.create(
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model="gpt-4",
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messages=[
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{"role": "user", "content": f"Transcribe the following audio chunk: {chunk}"}
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]
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)
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transcriptions.append(response['choices'][0]['message']['content'])
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timestamps.append(f"Chunk {idx} - {idx * 10} min to {(idx + 1) * 10} min")
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return transcriptions, timestamps
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def generate_lesson_plan(transcriptions):
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combined_transcript = " ".join(transcriptions)
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response = openai.ChatCompletion.create(
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model="gpt-4",
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messages=[
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{"role": "user", "content": f"Generate a detailed lesson plan based on the following transcript:\n\n{combined_transcript}"}
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]
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)
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lesson_plan = response['choices'][0]['message']['content']
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return lesson_plan
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