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Update app.py
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app.py
CHANGED
@@ -9,16 +9,17 @@ import openai
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from dataclasses import dataclass, field
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from threading import Lock
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# Lepton API setup
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client = openai.OpenAI(
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base_url="https://llama3-1-8b.lepton.run/api/v1/",
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api_key=os.environ.get('LEPTON_API_TOKEN')
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)
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@dataclass
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class AppState:
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conversation: list = field(default_factory=list)
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lock: Lock = field(default_factory=Lock)
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def transcribe_audio(audio):
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# This is a placeholder function. In a real-world scenario, you'd use a
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@@ -26,40 +27,46 @@ def transcribe_audio(audio):
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return "This is a dummy transcript. Please implement actual speech-to-text functionality."
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def generate_response_and_audio(message, state):
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with state.lock:
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state.conversation.append({"role": "user", "content": message})
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def chat(message, state):
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if not message:
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@@ -87,9 +94,21 @@ def process_audio(audio, state):
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return transcript, state
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with gr.Blocks() as demo:
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state = gr.State(AppState())
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with gr.Row():
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with gr.Column(scale=1):
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audio_input = gr.Audio(source="microphone", type="numpy")
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@@ -99,7 +118,8 @@ with gr.Blocks() as demo:
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with gr.Column(scale=1):
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audio_output = gr.Audio(label="Generated Audio")
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demo.launch()
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from dataclasses import dataclass, field
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from threading import Lock
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@dataclass
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class AppState:
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conversation: list = field(default_factory=list)
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lock: Lock = field(default_factory=Lock)
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client: openai.OpenAI = None
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def create_client(api_key):
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return openai.OpenAI(
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base_url="https://llama3-1-8b.lepton.run/api/v1/",
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api_key=api_key
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)
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def transcribe_audio(audio):
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# This is a placeholder function. In a real-world scenario, you'd use a
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return "This is a dummy transcript. Please implement actual speech-to-text functionality."
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def generate_response_and_audio(message, state):
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if state.client is None:
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raise gr.Error("Please enter a valid API key first.")
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with state.lock:
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state.conversation.append({"role": "user", "content": message})
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try:
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completion = state.client.chat.completions.create(
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model="llama3-1-8b",
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messages=state.conversation,
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max_tokens=128,
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stream=True,
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extra_body={
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"require_audio": "true",
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"tts_preset_id": "jessica",
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}
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)
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full_response = ""
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audio_chunks = []
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for chunk in completion:
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if not chunk.choices:
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continue
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content = chunk.choices[0].delta.content
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audio = getattr(chunk.choices[0], 'audio', [])
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if content:
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full_response += content
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yield full_response, None, state
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if audio:
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audio_chunks.extend(audio)
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audio_data = b''.join([base64.b64decode(a) for a in audio_chunks])
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yield full_response, audio_data, state
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state.conversation.append({"role": "assistant", "content": full_response})
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except Exception as e:
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raise gr.Error(f"Error generating response: {str(e)}")
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def chat(message, state):
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if not message:
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return transcript, state
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def set_api_key(api_key, state):
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if not api_key:
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raise gr.Error("Please enter a valid API key.")
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state.client = create_client(api_key)
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return "API key set successfully!", state
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with gr.Blocks() as demo:
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state = gr.State(AppState())
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with gr.Row():
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api_key_input = gr.Textbox(type="password", label="Enter your Lepton API Key")
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set_key_button = gr.Button("Set API Key")
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api_key_status = gr.Textbox(label="API Key Status", interactive=False)
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with gr.Row():
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with gr.Column(scale=1):
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audio_input = gr.Audio(source="microphone", type="numpy")
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with gr.Column(scale=1):
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audio_output = gr.Audio(label="Generated Audio")
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set_key_button.click(set_api_key, inputs=[api_key_input, state], outputs=[api_key_status, state])
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audio_input.change(process_audio, inputs=[audio_input, state], outputs=[text_input, state])
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text_input.submit(chat, inputs=[text_input, state], outputs=[chatbot, audio_output, state])
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demo.launch()
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