Create app.py

app.py

@@ -0,0 +1,60 @@
+import os
+os.environ["GROQ_API_KEY"] = "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"
+import gradio as gr
+import whisper
+from gtts import gTTS
+import io
+from groq import Groq
+
+# Initialize the Whisper model
+model = whisper.load_model("base")
+
+# Initialize the Groq client with the API key from environment variables
+client = Groq(api_key=os.environ.get("GROQ_API_KEY"))
+
+def process_audio(file_path):
+    try:
+        if file_path is None:
+            raise ValueError("No audio file received. Please upload or record your voice.")
+
+        # Load the audio file and transcribe using Whisper
+        audio = whisper.load_audio(file_path)
+        result = model.transcribe(audio)
+        text = result["text"]
+
+        # Generate a response using Groq
+        chat_completion = client.chat.completions.create(
+            messages=[{"role": "user", "content": text}],
+            model="llama3-8b-8192",
+        )
+        response_message = chat_completion.choices[0].message.content.strip()
+
+        # Convert the response text to speech
+        tts = gTTS(response_message)
+        response_audio_io = io.BytesIO()
+        tts.write_to_fp(response_audio_io)
+        response_audio_io.seek(0)
+
+        # Save the audio to a file
+        audio_file_path = "response.mp3"
+        with open(audio_file_path, "wb") as audio_file:
+            audio_file.write(response_audio_io.getvalue())
+
+        # Return the response text and path to the saved audio file
+        return response_message, audio_file_path
+
+    except Exception as e:
+        return f"An error occurred: {e}", None
+
+# Gradio interface
+iface = gr.Interface(
+    fn=process_audio,
+    inputs=gr.Audio(type="filepath"),
+    outputs=[gr.Textbox(label="Response Text"), gr.Audio(label="Response Audio")],
+    live=True,  # Enables real-time processing
+    title="Voice-to-Voice Chatbot",
+    description="A real-time voice-to-voice chatbot using OpenAI Whisper, Groq LLaMA model, and GTTS."
+)
+
+# Launch the Gradio interface
+iface.launch()