Update app.py
Browse files
app.py
CHANGED
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import gradio as gr
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from openai import OpenAI
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import speech_recognition as sr
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import
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system_prompt = """You are a voice bot representing Krishnavamshi Thumma. When responding to questions, answer as if you are:
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- A Generative AI and Data Engineering enthusiast with 1.5+ years of experience
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- A Computer Science graduate from Neil Gogte Institute of Technology
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Answer questions about your background professionally but engagingly (2-3 sentences max)."""
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tmp_file.flush()
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with sr.AudioFile(tmp_file.name) as source:
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audio_data = recognizer.record(source)
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try:
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text = recognizer.recognize_google(audio_data)
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return text
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except sr.UnknownValueError:
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return "β Could not understand the audio"
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except sr.RequestError as e:
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return f"β Speech recognition error: {e}"
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def chat_with_openai(user_input, history, api_key):
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if not api_key:
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raise gr.Error("β Please enter your OpenAI API key.")
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try:
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client = OpenAI(api_key=api_key)
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messages = [{"role": "system", "content": system_prompt}]
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for entry in history:
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response = client.chat.completions.create(
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model="gpt-4o",
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messages=messages,
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temperature=0.7
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)
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bot_reply = response.choices[0].message.content
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history.append((user_input, bot_reply))
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except Exception as e:
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with gr.Blocks(title="Voice Bot: Krishnavamshi Thumma") as demo:
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gr.Markdown("## ποΈ Krishnavamshi Thumma - Voice Assistant
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[transcribed_text, state, api_key],
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[chatbot, state, transcribed_text]
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)
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clear_btn = gr.Button("ποΈ Clear Chat")
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clear_btn.click(lambda: ([], []), None, [chatbot, state])
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demo.launch()
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import gradio as gr
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from openai import OpenAI
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import speech_recognition as sr
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import os
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system_prompt = """You are a voice bot representing Krishnavamshi Thumma. When responding to questions, answer as if you are:
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- A Generative AI and Data Engineering enthusiast with 1.5+ years of experience
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- A Computer Science graduate from Neil Gogte Institute of Technology
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Answer questions about your background professionally but engagingly (2-3 sentences max)."""
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# Initialize the SpeechRecognition Recognizer
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r = sr.Recognizer()
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def transcribe_audio_and_chat(audio_filepath, history, api_key):
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if not api_key:
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# Raise a Gradio error to be displayed in the UI
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raise gr.Error("β Please enter your OpenAI API key.")
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if audio_filepath is None:
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# Raise a Gradio error if no audio is captured
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raise gr.Error("No audio received. Please speak into the microphone.")
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try:
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# Load the audio file
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with sr.AudioFile(audio_filepath) as source:
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audio_data = r.record(source) # read the entire audio file
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# Perform speech recognition
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try:
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user_input = r.recognize_google(audio_data) # Using Google Web Speech API
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print(f"Transcribed User Input: {user_input}") # For debugging purposes
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# If transcription is successful, you might want to show it in the chat
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# before the AI responds. For now, we'll just use it directly.
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except sr.UnknownValueError:
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# If speech is unintelligible
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# Return current history and an error message for the chatbot
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return history + [("", "Sorry, I could not understand the audio. Please try again.")], ""
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except sr.RequestError as e:
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# If API request fails
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# Return current history and an error message for the chatbot
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return history + [("", f"Could not request results from Google Speech Recognition service; {e}")], ""
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finally:
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# Always clean up the temporary audio file, regardless of success or failure
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if os.path.exists(audio_filepath):
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os.remove(audio_filepath)
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# --- Proceed with OpenAI chat ---
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client = OpenAI(api_key=api_key)
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# Build messages from history
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messages = [{"role": "system", "content": system_prompt}]
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for entry in history:
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# Ensure history entries are tuples (user_message, bot_message)
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if isinstance(entry, (list, tuple)) and len(entry) == 2:
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messages.append({"role": "user", "content": entry[0]})
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messages.append({"role": "assistant", "content": entry[1]})
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messages.append({"role": "user", "content": user_input}) # Add the current user input
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# Get response from OpenAI
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response = client.chat.completions.create(
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model="gpt-4o",
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messages=messages,
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temperature=0.7
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)
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bot_reply = response.choices[0].message.content
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# Append the new user input and bot reply to the history
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history.append((user_input, bot_reply))
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# Return the updated history for the chatbot component
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# and an empty string for the audio input, effectively clearing it for next input.
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return history, None # Use None for the audio input to reset the component
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except Exception as e:
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# Catch any other unexpected errors
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print(f"An unexpected error occurred: {e}") # Log the error
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# Raise a Gradio error for display in the UI
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raise gr.Error(f"β An unexpected error occurred: {str(e)}")
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# --- Gradio UI setup remains mostly the same ---
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with gr.Blocks(title="Voice Bot: Krishnavamshi Thumma") as demo:
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gr.Markdown("## ποΈ Krishnavamshi Thumma - Voice Assistant")
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# Add custom CSS
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gr.HTML("""
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<style>
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#chatBox {
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height: 60vh;
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overflow-y: auto;
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padding: 20px;
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border-radius: 10px;
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background: #f9f9f9;
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margin-bottom: 20px;
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}
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.message {
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margin: 10px 0;
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padding: 12px;
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border-radius: 8px;
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}
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.user {
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background: #e3f2fd;
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text-align: right;
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}
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.bot {
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background: #f5f5f5;
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}
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#audioInputComponent { /* New ID for the audio component */
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margin-top: 20px;
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}
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.key-status {
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padding: 5px;
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margin-top: 5px;
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border-radius: 4px;
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}
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.success {
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background: #d4edda;
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color: #155724;
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}
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.error {
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background: #f8d7da;
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color: #721c24;
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}
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</style>
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""")
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api_key = gr.Textbox(label="π OpenAI API Key", type="password", elem_id="apiKeyInput")
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key_status = gr.HTML("<div id='keyStatus'></div>")
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chatbot = gr.Chatbot(elem_id="chatBox", type="messages", height=400)
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state = gr.State([]) # Stores the chat history
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audio_input = gr.Audio(
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sources=["microphone"],
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type="filepath",
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label="Speak your message here",
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elem_id="audioInputComponent",
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streaming=False
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)
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clear_btn = gr.Button("ποΈ Clear Chat")
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# Event handler: When audio input is recorded and submitted (by stopping recording)
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audio_input.change(
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transcribe_audio_and_chat,
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inputs=[audio_input, state, api_key],
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outputs=[chatbot, state] # Ensure chatbot and state are updated
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)
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# JavaScript for API key status (still useful for UX)
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gr.HTML("""
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<script>
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document.getElementById("apiKeyInput").addEventListener("input", function() {
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const apiKey = this.value.trim();
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const keyStatus = document.getElementById("keyStatus");
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if (apiKey) {
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keyStatus.innerHTML = '<div class="key-status success">API Key saved successfully!</div>';
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} else {
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keyStatus.innerHTML = '<div class="key-status error">Please enter a valid API key</div>';
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}
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});
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// Focus on API key input on load
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document.querySelector("#apiKeyInput input").focus();
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</script>
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""")
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clear_btn.click(lambda: ([], []), None, [chatbot, state])
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demo.launch()
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