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@@ -0,0 +1,35 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
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+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
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diff --git a/week2/community-contributions/Voice_Enabled_Multi_Model_AI_Assistant/README.md b/week2/community-contributions/Voice_Enabled_Multi_Model_AI_Assistant/README.md
new file mode 100644
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--- /dev/null
+++ b/week2/community-contributions/Voice_Enabled_Multi_Model_AI_Assistant/README.md
@@ -0,0 +1,13 @@
+---
+title: Voice Enabled Multi Model AI Assistant
+emoji: 💻
+colorFrom: gray
+colorTo: gray
+sdk: gradio
+sdk_version: 5.49.0
+app_file: Voice_Enabled_Multi_Model_AI_Assistant.py
+pinned: false
+license: apache-2.0
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
diff --git a/week2/community-contributions/Voice_Enabled_Multi_Model_AI_Assistant/Voice_Enabled_Multi_Model_AI_Assistant.py b/week2/community-contributions/Voice_Enabled_Multi_Model_AI_Assistant/Voice_Enabled_Multi_Model_AI_Assistant.py
new file mode 100644
index 0000000..202577d
--- /dev/null
+++ b/week2/community-contributions/Voice_Enabled_Multi_Model_AI_Assistant/Voice_Enabled_Multi_Model_AI_Assistant.py
@@ -0,0 +1,620 @@
+import os
+import gradio as gr
+from openai import OpenAI
+import anthropic
+import google.generativeai as genai
+from dotenv import load_dotenv
+
+# Load environment variables
+load_dotenv()
+OPENAI_API_KEY = os.getenv("OPENAI_API_KEY")
+anthropic_api_key = os.getenv('ANTHROPIC_API_KEY')
+google_api_key = os.getenv('GOOGLE_API_KEY')
+
+# Verify API keys are loaded
+if not OPENAI_API_KEY:
+ raise ValueError("OPENAI_API_KEY not found in environment variables")
+if not anthropic_api_key:
+ raise ValueError("ANTHROPIC_API_KEY not found in environment variables")
+if not google_api_key:
+ raise ValueError("GOOGLE_API_KEY not found in environment variables")
+
+# Initialize clients
+openai_client = OpenAI(api_key=OPENAI_API_KEY)
+genai.configure(api_key=google_api_key)
+claude_client = anthropic.Anthropic(api_key=anthropic_api_key)
+
+# System prompt - Universal and comprehensive
+SYSTEM_PROMPT = """You are a highly capable and versatile AI assistant designed to help with any type of question or task.
+
+Your capabilities span across all domains including but not limited to:
+- Programming, software development, and technology
+- Science, mathematics, and engineering
+- Arts, literature, and creative writing
+- History, philosophy, and social sciences
+- Business, finance, and economics
+- Health, wellness, and lifestyle advice
+- Education and learning support
+- Problem-solving and critical thinking
+- General knowledge and trivia
+- Casual conversation and entertainment
+
+Guidelines:
+- Provide accurate, helpful, and comprehensive responses
+- Adapt your tone and style to match the context of the question
+- Use examples and explanations when helpful
+- Be creative when asked for creative content
+- Be precise and factual when asked for information
+- Ask clarifying questions if the request is ambiguous
+- Admit when you're uncertain and provide the best possible guidance
+- Be conversational, friendly, and supportive
+
+You can help with anything from technical coding problems to creative storytelling, from academic research to casual chat. There are no topic restrictions - feel free to engage with any subject matter the user brings up."""
+
+# Model configurations
+model_configs = {
+ "GPT-4o": {"provider": "openai", "model": "gpt-4o"},
+ "GPT-4o-mini": {"provider": "openai", "model": "gpt-4o-mini"},
+ "GPT-3.5-turbo": {"provider": "openai", "model": "gpt-3.5-turbo"},
+ "Claude Sonnet 4": {"provider": "anthropic", "model": "claude-sonnet-4-20250514"},
+ "Gemini 2.0 Flash": {"provider": "google", "model": "gemini-2.0-flash-exp"},
+}
+
+def chat_streaming(message, history, model_name, temperature):
+ """Main chat function with streaming support"""
+
+ config = model_configs[model_name]
+ provider = config["provider"]
+ model = config["model"]
+
+ # Convert messages format history to API format
+ messages = []
+ for msg in history:
+ if msg["role"] == "user":
+ messages.append({"role": "user", "content": msg["content"]})
+ elif msg["role"] == "assistant":
+ messages.append({"role": "assistant", "content": msg["content"]})
+ messages.append({"role": "user", "content": message})
+
+ # Stream based on provider
+ if provider == "openai":
+ stream = openai_client.chat.completions.create(
+ model=model,
+ messages=[{"role": "system", "content": SYSTEM_PROMPT}] + messages,
+ temperature=temperature,
+ stream=True
+ )
+
+ response = ""
+ for chunk in stream:
+ if chunk.choices[0].delta.content:
+ response += chunk.choices[0].delta.content
+ yield response
+
+ elif provider == "anthropic":
+ response = ""
+ with claude_client.messages.stream(
+ model=model,
+ max_tokens=2000,
+ temperature=temperature,
+ system=SYSTEM_PROMPT,
+ messages=messages,
+ ) as stream:
+ for text in stream.text_stream:
+ response += text
+ yield response
+
+ elif provider == "google":
+ gemini = genai.GenerativeModel(
+ model_name=model,
+ system_instruction=SYSTEM_PROMPT,
+ )
+
+ # Convert history for Gemini
+ gemini_history = []
+ for msg in history:
+ if msg["role"] == "user":
+ gemini_history.append({"role": "user", "parts": [msg["content"]]})
+ elif msg["role"] == "assistant":
+ gemini_history.append({"role": "model", "parts": [msg["content"]]})
+
+ chat = gemini.start_chat(history=gemini_history)
+
+ stream = chat.send_message(
+ message,
+ stream=True,
+ generation_config=genai.types.GenerationConfig(temperature=temperature)
+ )
+
+ response = ""
+ for chunk in stream:
+ response += chunk.text
+ yield response
+
+def handle_audio_input(audio):
+ """Transcribe audio input using Whisper"""
+ if audio is None:
+ return ""
+
+ try:
+ audio_file = open(audio, "rb")
+ transcript = openai_client.audio.transcriptions.create(
+ model="whisper-1",
+ file=audio_file
+ )
+ return transcript.text
+ except Exception as e:
+ return f"Error transcribing audio: {str(e)}"
+
+def text_to_speech(text):
+ """Convert text response to speech"""
+ try:
+ response = openai_client.audio.speech.create(
+ model="tts-1",
+ voice="nova",
+ input=text[:4096] # Limit to prevent errors
+ )
+
+ audio_path = "response.mp3"
+ response.stream_to_file(audio_path)
+ return audio_path
+ except Exception as e:
+ print(f"TTS Error: {str(e)}")
+ return None
+
+# Custom CSS for modern, attractive UI
+custom_css = """
+@import url('https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap');
+
+.gradio-container {
+ font-family: 'Inter', sans-serif !important;
+ background: linear-gradient(135deg, #667eea 0%, #764ba2 100%) !important;
+}
+
+:root .dark {
+ --background-fill-primary: #f0f0f0;
+ --body-background-fill: var(--background-fill-primary);
+ --block-background-fill: white !important;
+ --block-title-background-fill: #dfe7ff;
+ --block-title-text-color:#6366f1;
+ --body-text-color: black;
+ --button-secondary-text-color:black;
+ --input-background-fill:white;
+
+ --block-label-background-fill:#dfe7ff;
+ --block-label-text-color:#6366f1;
+
+ --block-border-color:#eaeaea;
+ --input-border-color: #eaeaea;
+ --border-color-primary:#eaeaea;
+
+ --color-accent-soft: #dfe7ff;
+ --border-color-accent-subdued: #98a6cf;
+
+ --checkbox-background-color: #eaeaea;
+ --checkbox-border-color: #eaeaea;
+ --background-fill-secondary:#eaeaea;
+}
+
+.main {
+ background: white;
+ border-radius: 20px;
+ box-shadow: 0 20px 60px rgba(0,0,0,0.3);
+ padding: 0 !important;
+ overflow: hidden;
+}
+
+.contain {
+ padding: 2rem !important;
+}
+
+/* Header Styling */
+.header-section {
+ background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
+ padding: 2.5rem 2rem;
+ border-radius: 20px 20px 0 0;
+ margin: -2rem 0rem 2rem 0rem;
+ color: white;
+ box-shadow: 0 4px 20px rgba(102, 126, 234, 0.4);
+}
+
+.header-section h1 {
+ font-size: 2.5rem !important;
+ font-weight: 700 !important;
+ margin: 0 0 0.5rem 0 !important;
+ color: white !important;
+ text-shadow: 2px 2px 4px rgba(0,0,0,0.2);
+}
+
+.header-section p {
+ font-size: 1.1rem !important;
+ margin: 0.5rem 0 !important;
+ color: rgba(255,255,255,0.95) !important;
+ font-weight: 400;
+}
+
+.feature-badge {
+ display: inline-block;
+ background: rgba(255,255,255,0.2);
+ padding: 0.4rem 1rem;
+ border-radius: 20px;
+ margin: 0.3rem;
+ font-size: 0.9rem;
+ backdrop-filter: blur(10px);
+ border: 1px solid rgba(255,255,255,0.3);
+}
+
+/* Sidebar Styling */
+.control-panel {
+ background: linear-gradient(135deg, #f5f7fa 0%, #c3cfe2 100%);
+ padding: 1.5rem;
+ border-radius: 15px;
+ box-shadow: 0 4px 15px rgba(0,0,0,0.1);
+ height: 100%;
+}
+
+.control-panel label {
+ font-weight: 600 !important;
+ font-size: 0.95rem !important;
+}
+
+/* Dropdown Styling */
+.dropdown-container select {
+ background: white !important;
+ border: 2px solid #e2e8f0 !important;
+ border-radius: 10px !important;
+ padding: 0.75rem !important;
+ font-weight: 500 !important;
+ transition: all 0.3s ease !important;
+}
+
+.dropdown-container select:hover {
+ border-color: #667eea !important;
+ box-shadow: 0 0 0 3px rgba(102, 126, 234, 0.1) !important;
+}
+
+/* Slider Styling */
+input[type="range"] {
+ accent-color: #667eea !important;
+}
+
+/* Button Styling */
+.primary-btn {
+ background: linear-gradient(135deg, #667eea 0%, #764ba2 100%) !important;
+ border: none !important;
+ color: white !important;
+ font-weight: 600 !important;
+ padding: 0.75rem 2rem !important;
+ border-radius: 10px !important;
+ box-shadow: 0 4px 15px rgba(102, 126, 234, 0.4) !important;
+ transition: all 0.3s ease !important;
+}
+
+.primary-btn:hover {
+ transform: translateY(-2px) !important;
+ box-shadow: 0 6px 20px rgba(102, 126, 234, 0.6) !important;
+}
+
+.secondary-btn {
+ background: #e2e8f0 !important;
+ border: none !important;
+ color: #2d3748 !important;
+ font-weight: 600 !important;
+ padding: 0.75rem 1.5rem !important;
+ border-radius: 10px !important;
+ transition: all 0.3s ease !important;
+}
+
+.secondary-btn:hover {
+ background: #cbd5e0 !important;
+ transform: translateY(-2px) !important;
+}
+
+/* Chatbot Styling */
+.chatbot-container {
+ background: white;
+ border-radius: 15px;
+ border: 2px solid #e2e8f0;
+ box-shadow: 0 4px 20px rgba(0,0,0,0.08);
+ overflow: hidden;
+}
+
+/* Input Box Styling */
+.message-input textarea {
+ border: 2px solid #e2e8f0 !important;
+ border-radius: 12px !important;
+ padding: 1rem !important;
+ font-size: 1rem !important;
+ transition: all 0.3s ease !important;
+}
+
+.message-input textarea:focus {
+ border-color: #667eea !important;
+ box-shadow: 0 0 0 3px rgba(102, 126, 234, 0.1) !important;
+}
+
+/* Input Row Centering */
+.input-row {
+ display: flex !important;
+ justify-content: center !important;
+ align-items: center !important;
+ gap: 1rem !important;
+}
+
+.input-row > * {
+ flex-shrink: 0 !important;
+}
+
+/* Audio Components */
+.audio-component {
+ background: #f7fafc;
+ border: 2px dashed #cbd5e0;
+ border-radius: 12px;
+ padding: 1rem;
+ transition: all 0.3s ease;
+}
+
+.audio-component:hover {
+ border-color: #667eea;
+ background: #edf2f7;
+}
+
+/* Checkbox Styling */
+.checkbox-label {
+ display: flex;
+ align-items: center;
+ gap: 0.5rem;
+ font-weight: 500;
+ color: #2d3748;
+}
+
+/* Tips Section */
+.tips-section {
+ background: linear-gradient(135deg, #f7fafc 0%, #edf2f7 100%);
+ padding: 1.5rem;
+ border-radius: 15px;
+ margin-top: 2rem;
+ border-left: 4px solid #667eea;
+}
+
+.tips-section h3 {
+ color: #667eea !important;
+ font-weight: 600 !important;
+ margin-bottom: 1rem !important;
+}
+
+.tips-section ul {
+ list-style: none;
+ padding: 0;
+}
+
+.tips-section li {
+ padding: 0.5rem 0;
+ color: #4a5568 !important;
+ font-size: 0.95rem;
+}
+
+.tips-section li:before {
+ content: "→ ";
+ color: #667eea;
+ font-weight: bold;
+ margin-right: 0.5rem;
+}
+
+/* Force black color for strong/bold text */
+.tips-section strong {
+ color: #1a202c !important;
+}
+
+.prose * {
+ color: inherit !important;
+}
+
+.prose strong {
+ color: #1a202c !important;
+ font-weight: 600 !important;
+}
+
+/* Responsive Design */
+@media (max-width: 768px) {
+ .header-section h1 {
+ font-size: 1.8rem !important;
+ }
+
+ .contain {
+ padding: 1rem !important;
+ }
+}
+
+.fillable{
+ max-width:95% !important;
+}
+#component-5{
+ flex-grow:1.1 !important;
+}
+.bubble-wrap.svelte-gjtrl6 {
+ background:none !important;
+}
+.bot.svelte-1csv61q.message {
+ background-color: white !important;
+ border: 1px solid #f3f3f3;
+}
+.options.svelte-y6qw75> li:hover{
+ background:white ;
+}
+.options.svelte-y6qw75> .selected{
+ background:white ;
+}
+
+"""
+
+# Build Gradio Interface
+with gr.Blocks(css=custom_css, theme=gr.themes.Soft()) as demo:
+
+ # Header
+ with gr.Row(elem_classes="header-section"):
+ with gr.Column():
+ gr.HTML("""
+ 🚀 Voice Enabled Multi Model AI-Assistant
+ Your intelligent companion for any question - from coding to creativity, science to storytelling!
+
+ 🤖 7 AI Models
+ 🎤 Voice Input
+ 🔊 Audio Output
+ ⚡ Real-time Streaming
+ 🌐 Any Topic
+
+ """)
+
+ with gr.Row():
+ # Left Sidebar - Controls
+ with gr.Column(scale=1, elem_classes="control-panel"):
+ gr.HTML("⚙️ Settings
")
+
+ model_choice = gr.Dropdown(
+ choices=list(model_configs.keys()),
+ value="GPT-4o-mini",
+ label="🤖 AI Model",
+ info="Select your preferred model",
+ elem_classes="dropdown-container"
+ )
+
+ temperature = gr.Slider(
+ minimum=0,
+ maximum=1,
+ value=0.7,
+ step=0.1,
+ label="🌡️ Temperature",
+ info="Higher = more creative responses"
+ )
+
+ gr.HTML("🎙️ Audio Features
")
+
+ audio_input = gr.Audio(
+ sources=["microphone"],
+ type="filepath",
+ label="🎤 Voice Input",
+ elem_classes="audio-component"
+ )
+
+ audio_output_enabled = gr.Checkbox(
+ label="🔊 Enable Audio Response",
+ value=False,
+ elem_classes="checkbox-label"
+ )
+
+ # Right Side - Chat Interface
+ with gr.Column(scale=3):
+ chatbot = gr.Chatbot(
+ label="💬 Conversation",
+ height=550,
+ show_copy_button=True,
+ type='messages',
+ elem_classes="chatbot-container",
+ avatar_images=(None, "https://api.dicebear.com/7.x/bottts/svg?seed=ai")
+ )
+
+ with gr.Row(elem_classes="input-row"):
+ msg = gr.Textbox(
+ label="",
+ placeholder="💭 Ask me anything - tech help, creative writing, life advice, science, history, or just chat!",
+ scale=5,
+ elem_classes="message-input",
+ show_label=False
+ )
+ submit_btn = gr.Button("Send 📤", scale=1, elem_classes="primary-btn")
+
+ audio_response = gr.Audio(
+ label="🔊 Audio Response",
+ visible=False,
+ elem_classes="audio-component"
+ )
+
+ with gr.Row():
+ clear_btn = gr.Button("🗑️ Clear Chat", elem_classes="secondary-btn")
+
+ # Tips Section
+ with gr.Row(elem_classes="tips-section"):
+ gr.Markdown("""
+ ### 💡 What Can I Help You With?
+
+ - **Technology & Programming**: Debug code, explain concepts, build projects, learn new languages
+ - **Creative Writing**: Stories, poems, scripts, brainstorming ideas, character development
+ - **Education & Learning**: Homework help, concept explanations, study guides, tutoring
+ - **Business & Career**: Resume writing, business plans, marketing ideas, career advice
+ - **Science & Math**: Problem-solving, research assistance, concept explanations
+ - **Daily Life**: Recipe suggestions, travel planning, health tips, relationship advice
+ - **Entertainment**: Jokes, trivia, games, recommendations for books/movies/music
+ - **And Literally Anything Else**: No topic is off-limits - just ask!
+ """)
+
+ # Event handlers
+ def process_message(message, history, model, temp, audio_enabled):
+ """Process message and optionally generate audio"""
+ # Add user message to history
+ history = history + [{"role": "user", "content": message}]
+
+ # Generate text response (streaming)
+ bot_message = None
+ for response in chat_streaming(message, history[:-1], model, temp):
+ bot_message = response
+ yield history + [{"role": "assistant", "content": response}], None
+
+ # Final history with complete response
+ final_history = history + [{"role": "assistant", "content": bot_message}]
+
+ # Generate audio if enabled
+ if audio_enabled and bot_message:
+ audio_path = text_to_speech(bot_message)
+ yield final_history, audio_path
+ else:
+ yield final_history, None
+
+ def transcribe_and_send(audio, history, model, temp, audio_enabled):
+ """Transcribe audio and process message"""
+ text = handle_audio_input(audio)
+ if text and text != "" and not text.startswith("Error"):
+ # Process the message and get results
+ for hist, aud in process_message(text, history, model, temp, audio_enabled):
+ yield hist, aud
+ else:
+ # If no text or error, return history unchanged
+ yield history, None
+
+ # Wire up events
+ submit_btn.click(
+ fn=process_message,
+ inputs=[msg, chatbot, model_choice, temperature, audio_output_enabled],
+ outputs=[chatbot, audio_response]
+ ).then(lambda: "", None, msg)
+
+ msg.submit(
+ fn=process_message,
+ inputs=[msg, chatbot, model_choice, temperature, audio_output_enabled],
+ outputs=[chatbot, audio_response]
+ ).then(lambda: "", None, msg)
+
+ # Audio input handler using stop_recording event
+ audio_input.stop_recording(
+ fn=transcribe_and_send,
+ inputs=[audio_input, chatbot, model_choice, temperature, audio_output_enabled],
+ outputs=[chatbot, audio_response]
+ )
+
+ # Clear button clears chat, audio response, and audio input
+ clear_btn.click(
+ fn=lambda: ([], None, None),
+ inputs=None,
+ outputs=[chatbot, audio_response, audio_input]
+ )
+
+ # Toggle audio response visibility
+ audio_output_enabled.change(
+ fn=lambda x: gr.Audio(visible=x),
+ inputs=audio_output_enabled,
+ outputs=audio_response
+ )
+
+# Launch the app
+if __name__ == "__main__":
+ demo.launch(share=False, debug=True)
\ No newline at end of file
diff --git a/week2/community-contributions/Voice_Enabled_Multi_Model_AI_Assistant/requirements.txt b/week2/community-contributions/Voice_Enabled_Multi_Model_AI_Assistant/requirements.txt
new file mode 100644
index 0000000..3ba6475
--- /dev/null
+++ b/week2/community-contributions/Voice_Enabled_Multi_Model_AI_Assistant/requirements.txt
@@ -0,0 +1,5 @@
+gradio
+openai
+anthropic
+google-generativeai
+python-dotenv
\ No newline at end of file
diff --git a/week2/community-contributions/voice_enabled_multi_model_AI_assistanve.ipynb b/week2/community-contributions/voice_enabled_multi_model_AI_assistanve.ipynb
new file mode 100644
index 0000000..0345dfc
--- /dev/null
+++ b/week2/community-contributions/voice_enabled_multi_model_AI_assistanve.ipynb
@@ -0,0 +1,646 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "7bc4a9cd",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import os\n",
+ "import gradio as gr\n",
+ "from openai import OpenAI\n",
+ "import anthropic\n",
+ "import google.generativeai as genai\n",
+ "from dotenv import load_dotenv\n",
+ "\n",
+ "# Load environment variables\n",
+ "load_dotenv()\n",
+ "OPENAI_API_KEY = os.getenv(\"OPENAI_API_KEY\")\n",
+ "anthropic_api_key = os.getenv('ANTHROPIC_API_KEY')\n",
+ "google_api_key = os.getenv('GOOGLE_API_KEY')\n",
+ "\n",
+ "# Initialize clients\n",
+ "openai_client = OpenAI(api_key=OPENAI_API_KEY)\n",
+ "genai.configure(api_key=google_api_key)\n",
+ "claude_client = anthropic.Anthropic(api_key=anthropic_api_key)\n",
+ "\n",
+ "# System prompt - Universal and comprehensive\n",
+ "SYSTEM_PROMPT = \"\"\"You are a highly capable and versatile AI assistant designed to help with any type of question or task.\n",
+ "\n",
+ "Your capabilities span across all domains including but not limited to:\n",
+ "- Programming, software development, and technology\n",
+ "- Science, mathematics, and engineering\n",
+ "- Arts, literature, and creative writing\n",
+ "- History, philosophy, and social sciences\n",
+ "- Business, finance, and economics\n",
+ "- Health, wellness, and lifestyle advice\n",
+ "- Education and learning support\n",
+ "- Problem-solving and critical thinking\n",
+ "- General knowledge and trivia\n",
+ "- Casual conversation and entertainment\n",
+ "\n",
+ "Guidelines:\n",
+ "- Provide accurate, helpful, and comprehensive responses\n",
+ "- Adapt your tone and style to match the context of the question\n",
+ "- Use examples and explanations when helpful\n",
+ "- Be creative when asked for creative content\n",
+ "- Be precise and factual when asked for information\n",
+ "- Ask clarifying questions if the request is ambiguous\n",
+ "- Admit when you're uncertain and provide the best possible guidance\n",
+ "- Be conversational, friendly, and supportive\n",
+ "\n",
+ "You can help with anything from technical coding problems to creative storytelling, from academic research to casual chat. There are no topic restrictions - feel free to engage with any subject matter the user brings up.\"\"\"\n",
+ "\n",
+ "# Model configurations\n",
+ "model_configs = {\n",
+ " \"GPT-4o\": {\"provider\": \"openai\", \"model\": \"gpt-4o\"},\n",
+ " \"GPT-4o-mini\": {\"provider\": \"openai\", \"model\": \"gpt-4o-mini\"},\n",
+ " \"GPT-3.5-turbo\": {\"provider\": \"openai\", \"model\": \"gpt-3.5-turbo\"},\n",
+ " \"Claude Sonnet 4\": {\"provider\": \"anthropic\", \"model\": \"claude-sonnet-4-20250514\"},\n",
+ " \"Gemini 2.0 Flash\": {\"provider\": \"google\", \"model\": \"gemini-2.0-flash-exp\"},\n",
+ "}\n",
+ "\n",
+ "def chat_streaming(message, history, model_name, temperature):\n",
+ " \"\"\"Main chat function with streaming support\"\"\"\n",
+ " \n",
+ " config = model_configs[model_name]\n",
+ " provider = config[\"provider\"]\n",
+ " model = config[\"model\"]\n",
+ " \n",
+ " # Convert messages format history to API format\n",
+ " messages = []\n",
+ " for msg in history:\n",
+ " if msg[\"role\"] == \"user\":\n",
+ " messages.append({\"role\": \"user\", \"content\": msg[\"content\"]})\n",
+ " elif msg[\"role\"] == \"assistant\":\n",
+ " messages.append({\"role\": \"assistant\", \"content\": msg[\"content\"]})\n",
+ " messages.append({\"role\": \"user\", \"content\": message})\n",
+ " \n",
+ " # Stream based on provider\n",
+ " if provider == \"openai\":\n",
+ " stream = openai_client.chat.completions.create(\n",
+ " model=model,\n",
+ " messages=[{\"role\": \"system\", \"content\": SYSTEM_PROMPT}] + messages,\n",
+ " temperature=temperature,\n",
+ " stream=True\n",
+ " )\n",
+ " \n",
+ " response = \"\"\n",
+ " for chunk in stream:\n",
+ " if chunk.choices[0].delta.content:\n",
+ " response += chunk.choices[0].delta.content\n",
+ " yield response\n",
+ " \n",
+ " elif provider == \"anthropic\":\n",
+ " response = \"\"\n",
+ " with claude_client.messages.stream(\n",
+ " model=model,\n",
+ " max_tokens=2000,\n",
+ " temperature=temperature,\n",
+ " system=SYSTEM_PROMPT,\n",
+ " messages=messages,\n",
+ " ) as stream:\n",
+ " for text in stream.text_stream:\n",
+ " response += text\n",
+ " yield response\n",
+ " \n",
+ " elif provider == \"google\":\n",
+ " gemini = genai.GenerativeModel(\n",
+ " model_name=model,\n",
+ " system_instruction=SYSTEM_PROMPT,\n",
+ " )\n",
+ " \n",
+ " # Convert history for Gemini\n",
+ " gemini_history = []\n",
+ " for msg in history:\n",
+ " if msg[\"role\"] == \"user\":\n",
+ " gemini_history.append({\"role\": \"user\", \"parts\": [msg[\"content\"]]})\n",
+ " elif msg[\"role\"] == \"assistant\":\n",
+ " gemini_history.append({\"role\": \"model\", \"parts\": [msg[\"content\"]]})\n",
+ " \n",
+ " chat = gemini.start_chat(history=gemini_history)\n",
+ " \n",
+ " stream = chat.send_message(\n",
+ " message,\n",
+ " stream=True,\n",
+ " generation_config=genai.types.GenerationConfig(temperature=temperature)\n",
+ " )\n",
+ " \n",
+ " response = \"\"\n",
+ " for chunk in stream:\n",
+ " response += chunk.text\n",
+ " yield response\n",
+ "\n",
+ "def handle_audio_input(audio):\n",
+ " \"\"\"Transcribe audio input using Whisper\"\"\"\n",
+ " if audio is None:\n",
+ " return \"\"\n",
+ " \n",
+ " try:\n",
+ " audio_file = open(audio, \"rb\")\n",
+ " transcript = openai_client.audio.transcriptions.create(\n",
+ " model=\"whisper-1\",\n",
+ " file=audio_file\n",
+ " )\n",
+ " return transcript.text\n",
+ " except Exception as e:\n",
+ " return f\"Error transcribing audio: {str(e)}\"\n",
+ "\n",
+ "def text_to_speech(text):\n",
+ " \"\"\"Convert text response to speech\"\"\"\n",
+ " try:\n",
+ " response = openai_client.audio.speech.create(\n",
+ " model=\"tts-1\",\n",
+ " voice=\"nova\",\n",
+ " input=text[:4096] # Limit to prevent errors\n",
+ " )\n",
+ " \n",
+ " audio_path = \"response.mp3\"\n",
+ " response.stream_to_file(audio_path)\n",
+ " return audio_path\n",
+ " except Exception as e:\n",
+ " print(f\"TTS Error: {str(e)}\")\n",
+ " return None\n",
+ "\n",
+ "# Custom CSS for modern, attractive UI\n",
+ "custom_css = \"\"\"\n",
+ "@import url('https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap');\n",
+ "\n",
+ ".gradio-container {\n",
+ " font-family: 'Inter', sans-serif !important;\n",
+ " background: linear-gradient(135deg, #667eea 0%, #764ba2 100%) !important;\n",
+ "}\n",
+ "\n",
+ ":root .dark {\n",
+ " --background-fill-primary: #f0f0f0;\n",
+ " --body-background-fill: var(--background-fill-primary);\n",
+ " --block-background-fill: white !important;\n",
+ " --block-title-background-fill: #dfe7ff;\n",
+ " --block-title-text-color:#6366f1;\n",
+ " --body-text-color: black;\n",
+ " --button-secondary-text-color:black;\n",
+ " --input-background-fill:white;\n",
+ "\n",
+ " --block-label-background-fill:#dfe7ff;\n",
+ " --block-label-text-color:#6366f1;\n",
+ "\n",
+ " --block-border-color:#eaeaea;\n",
+ " --input-border-color: #eaeaea;\n",
+ " --border-color-primary:#eaeaea;\n",
+ "\n",
+ " --color-accent-soft: #dfe7ff;\n",
+ " --border-color-accent-subdued: #98a6cf;\n",
+ "\n",
+ " --checkbox-background-color: #eaeaea;\n",
+ " --checkbox-border-color: #eaeaea;\n",
+ " --background-fill-secondary:#eaeaea;\n",
+ "}\n",
+ "\n",
+ ".main {\n",
+ " background: white;\n",
+ " border-radius: 20px;\n",
+ " box-shadow: 0 20px 60px rgba(0,0,0,0.3);\n",
+ " padding: 0 !important;\n",
+ " overflow: hidden;\n",
+ "}\n",
+ "\n",
+ ".contain {\n",
+ " padding: 2rem !important;\n",
+ "}\n",
+ "\n",
+ "/* Header Styling */\n",
+ ".header-section {\n",
+ " background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);\n",
+ " padding: 2.5rem 2rem;\n",
+ " border-radius: 20px 20px 0 0;\n",
+ " margin: -2rem 0rem 2rem 0rem;\n",
+ " color: white;\n",
+ " box-shadow: 0 4px 20px rgba(102, 126, 234, 0.4);\n",
+ "}\n",
+ "\n",
+ ".header-section h1 {\n",
+ " font-size: 2.5rem !important;\n",
+ " font-weight: 700 !important;\n",
+ " margin: 0 0 0.5rem 0 !important;\n",
+ " color: white !important;\n",
+ " text-shadow: 2px 2px 4px rgba(0,0,0,0.2);\n",
+ "}\n",
+ "\n",
+ ".header-section p {\n",
+ " font-size: 1.1rem !important;\n",
+ " margin: 0.5rem 0 !important;\n",
+ " color: rgba(255,255,255,0.95) !important;\n",
+ " font-weight: 400;\n",
+ "}\n",
+ "\n",
+ ".feature-badge {\n",
+ " display: inline-block;\n",
+ " background: rgba(255,255,255,0.2);\n",
+ " padding: 0.4rem 1rem;\n",
+ " border-radius: 20px;\n",
+ " margin: 0.3rem;\n",
+ " font-size: 0.9rem;\n",
+ " backdrop-filter: blur(10px);\n",
+ " border: 1px solid rgba(255,255,255,0.3);\n",
+ "}\n",
+ "\n",
+ "/* Sidebar Styling */\n",
+ ".control-panel {\n",
+ " background: linear-gradient(135deg, #f5f7fa 0%, #c3cfe2 100%);\n",
+ " padding: 1.5rem;\n",
+ " border-radius: 15px;\n",
+ " box-shadow: 0 4px 15px rgba(0,0,0,0.1);\n",
+ " height: 100%;\n",
+ "}\n",
+ "\n",
+ ".control-panel label {\n",
+ " font-weight: 600 !important;\n",
+ " font-size: 0.95rem !important;\n",
+ "}\n",
+ "\n",
+ "/* Dropdown Styling */\n",
+ ".dropdown-container select {\n",
+ " background: white !important;\n",
+ " border: 2px solid #e2e8f0 !important;\n",
+ " border-radius: 10px !important;\n",
+ " padding: 0.75rem !important;\n",
+ " font-weight: 500 !important;\n",
+ " transition: all 0.3s ease !important;\n",
+ "}\n",
+ "\n",
+ ".dropdown-container select:hover {\n",
+ " border-color: #667eea !important;\n",
+ " box-shadow: 0 0 0 3px rgba(102, 126, 234, 0.1) !important;\n",
+ "}\n",
+ "\n",
+ "/* Slider Styling */\n",
+ "input[type=\"range\"] {\n",
+ " accent-color: #667eea !important;\n",
+ "}\n",
+ "\n",
+ "/* Button Styling */\n",
+ ".primary-btn {\n",
+ " background: linear-gradient(135deg, #667eea 0%, #764ba2 100%) !important;\n",
+ " border: none !important;\n",
+ " color: white !important;\n",
+ " font-weight: 600 !important;\n",
+ " padding: 0.75rem 2rem !important;\n",
+ " border-radius: 10px !important;\n",
+ " box-shadow: 0 4px 15px rgba(102, 126, 234, 0.4) !important;\n",
+ " transition: all 0.3s ease !important;\n",
+ "}\n",
+ "\n",
+ ".primary-btn:hover {\n",
+ " transform: translateY(-2px) !important;\n",
+ " box-shadow: 0 6px 20px rgba(102, 126, 234, 0.6) !important;\n",
+ "}\n",
+ "\n",
+ ".secondary-btn {\n",
+ " background: #e2e8f0 !important;\n",
+ " border: none !important;\n",
+ " color: #2d3748 !important;\n",
+ " font-weight: 600 !important;\n",
+ " padding: 0.75rem 1.5rem !important;\n",
+ " border-radius: 10px !important;\n",
+ " transition: all 0.3s ease !important;\n",
+ "}\n",
+ "\n",
+ ".secondary-btn:hover {\n",
+ " background: #cbd5e0 !important;\n",
+ " transform: translateY(-2px) !important;\n",
+ "}\n",
+ "\n",
+ "/* Chatbot Styling */\n",
+ ".chatbot-container {\n",
+ " background: white;\n",
+ " border-radius: 15px;\n",
+ " border: 2px solid #e2e8f0;\n",
+ " box-shadow: 0 4px 20px rgba(0,0,0,0.08);\n",
+ " overflow: hidden;\n",
+ "}\n",
+ "\n",
+ "/* Input Box Styling */\n",
+ ".message-input textarea {\n",
+ " border: 2px solid #e2e8f0 !important;\n",
+ " border-radius: 12px !important;\n",
+ " padding: 1rem !important;\n",
+ " font-size: 1rem !important;\n",
+ " transition: all 0.3s ease !important;\n",
+ "}\n",
+ "\n",
+ ".message-input textarea:focus {\n",
+ " border-color: #667eea !important;\n",
+ " box-shadow: 0 0 0 3px rgba(102, 126, 234, 0.1) !important;\n",
+ "}\n",
+ "\n",
+ "/* Input Row Centering */\n",
+ ".input-row {\n",
+ " display: flex !important;\n",
+ " justify-content: center !important;\n",
+ " align-items: center !important;\n",
+ " gap: 1rem !important;\n",
+ "}\n",
+ "\n",
+ ".input-row > * {\n",
+ " flex-shrink: 0 !important;\n",
+ "}\n",
+ "\n",
+ "/* Audio Components */\n",
+ ".audio-component {\n",
+ " background: #f7fafc;\n",
+ " border: 2px dashed #cbd5e0;\n",
+ " border-radius: 12px;\n",
+ " padding: 1rem;\n",
+ " transition: all 0.3s ease;\n",
+ "}\n",
+ "\n",
+ ".audio-component:hover {\n",
+ " border-color: #667eea;\n",
+ " background: #edf2f7;\n",
+ "}\n",
+ "\n",
+ "/* Checkbox Styling */\n",
+ ".checkbox-label {\n",
+ " display: flex;\n",
+ " align-items: center;\n",
+ " gap: 0.5rem;\n",
+ " font-weight: 500;\n",
+ " color: #2d3748;\n",
+ "}\n",
+ "\n",
+ "/* Tips Section */\n",
+ ".tips-section {\n",
+ " background: linear-gradient(135deg, #f7fafc 0%, #edf2f7 100%);\n",
+ " padding: 1.5rem;\n",
+ " border-radius: 15px;\n",
+ " margin-top: 2rem;\n",
+ " border-left: 4px solid #667eea;\n",
+ "}\n",
+ "\n",
+ ".tips-section h3 {\n",
+ " color: #667eea !important;\n",
+ " font-weight: 600 !important;\n",
+ " margin-bottom: 1rem !important;\n",
+ "}\n",
+ "\n",
+ ".tips-section ul {\n",
+ " list-style: none;\n",
+ " padding: 0;\n",
+ "}\n",
+ "\n",
+ ".tips-section li {\n",
+ " padding: 0.5rem 0;\n",
+ " color: #4a5568 !important;\n",
+ " font-size: 0.95rem;\n",
+ "}\n",
+ "\n",
+ ".tips-section li:before {\n",
+ " content: \"→ \";\n",
+ " color: #667eea;\n",
+ " font-weight: bold;\n",
+ " margin-right: 0.5rem;\n",
+ "}\n",
+ "\n",
+ "/* Force black color for strong/bold text */\n",
+ ".tips-section strong {\n",
+ " color: #1a202c !important;\n",
+ "}\n",
+ "\n",
+ ".prose * {\n",
+ " color: inherit !important;\n",
+ "}\n",
+ "\n",
+ ".prose strong {\n",
+ " color: #1a202c !important;\n",
+ " font-weight: 600 !important;\n",
+ "}\n",
+ "\n",
+ "/* Responsive Design */\n",
+ "@media (max-width: 768px) {\n",
+ " .header-section h1 {\n",
+ " font-size: 1.8rem !important;\n",
+ " }\n",
+ " \n",
+ " .contain {\n",
+ " padding: 1rem !important;\n",
+ " }\n",
+ "}\n",
+ "\n",
+ ".fillable{\n",
+ " max-width:95% !important;\n",
+ "}\n",
+ "#component-5{\n",
+ " flex-grow:1.1 !important;\n",
+ "}\n",
+ ".bubble-wrap.svelte-gjtrl6 {\n",
+ " background:none !important;\n",
+ "}\n",
+ ".bot.svelte-1csv61q.message {\n",
+ " background-color: white !important;\n",
+ " border: 1px solid #f3f3f3;\n",
+ "}\n",
+ ".options.svelte-y6qw75> li:hover{\n",
+ " background:white ;\n",
+ "}\n",
+ ".options.svelte-y6qw75> .selected{\n",
+ " background:white ;\n",
+ "}\n",
+ "\n",
+ "\"\"\"\n",
+ "\n",
+ "# Build Gradio Interface\n",
+ "with gr.Blocks(css=custom_css, theme=gr.themes.Soft()) as demo:\n",
+ " \n",
+ " # Header\n",
+ " with gr.Row(elem_classes=\"header-section\"):\n",
+ " with gr.Column():\n",
+ " gr.HTML(\"\"\"\n",
+ " 🚀 Voice Enabled Multi Model AI-Assistant
\n",
+ " Your intelligent companion for any question - from coding to creativity, science to storytelling!
\n",
+ " \n",
+ " 🤖 7 AI Models\n",
+ " 🎤 Voice Input\n",
+ " 🔊 Audio Output\n",
+ " ⚡ Real-time Streaming\n",
+ " 🌐 Any Topic\n",
+ "
\n",
+ " \"\"\")\n",
+ " \n",
+ " with gr.Row():\n",
+ " # Left Sidebar - Controls\n",
+ " with gr.Column(scale=1, elem_classes=\"control-panel\"):\n",
+ " gr.HTML(\"⚙️ Settings
\")\n",
+ " \n",
+ " model_choice = gr.Dropdown(\n",
+ " choices=list(model_configs.keys()),\n",
+ " value=\"GPT-4o-mini\",\n",
+ " label=\"🤖 AI Model\",\n",
+ " info=\"Select your preferred model\",\n",
+ " elem_classes=\"dropdown-container\"\n",
+ " )\n",
+ " \n",
+ " temperature = gr.Slider(\n",
+ " minimum=0,\n",
+ " maximum=1,\n",
+ " value=0.7,\n",
+ " step=0.1,\n",
+ " label=\"🌡️ Temperature\",\n",
+ " info=\"Higher = more creative responses\"\n",
+ " )\n",
+ " \n",
+ " gr.HTML(\"🎙️ Audio Features
\")\n",
+ " \n",
+ " audio_input = gr.Audio(\n",
+ " sources=[\"microphone\"],\n",
+ " type=\"filepath\",\n",
+ " label=\"🎤 Voice Input\",\n",
+ " elem_classes=\"audio-component\"\n",
+ " )\n",
+ " \n",
+ " audio_output_enabled = gr.Checkbox(\n",
+ " label=\"🔊 Enable Audio Response\",\n",
+ " value=False,\n",
+ " elem_classes=\"checkbox-label\"\n",
+ " )\n",
+ " \n",
+ " # Right Side - Chat Interface\n",
+ " with gr.Column(scale=3):\n",
+ " chatbot = gr.Chatbot(\n",
+ " label=\"💬 Conversation\",\n",
+ " height=550,\n",
+ " show_copy_button=True,\n",
+ " type='messages',\n",
+ " elem_classes=\"chatbot-container\",\n",
+ " avatar_images=(None, \"https://api.dicebear.com/7.x/bottts/svg?seed=ai\")\n",
+ " )\n",
+ " \n",
+ " with gr.Row(elem_classes=\"input-row\"):\n",
+ " msg = gr.Textbox(\n",
+ " label=\"\",\n",
+ " placeholder=\"💭 Ask me anything - tech help, creative writing, life advice, science, history, or just chat!\",\n",
+ " scale=5,\n",
+ " elem_classes=\"message-input\",\n",
+ " show_label=False\n",
+ " )\n",
+ " submit_btn = gr.Button(\"Send 📤\", scale=1, elem_classes=\"primary-btn\")\n",
+ " \n",
+ " audio_response = gr.Audio(\n",
+ " label=\"🔊 Audio Response\", \n",
+ " visible=False,\n",
+ " elem_classes=\"audio-component\"\n",
+ " )\n",
+ " \n",
+ " with gr.Row():\n",
+ " clear_btn = gr.Button(\"🗑️ Clear Chat\", elem_classes=\"secondary-btn\")\n",
+ " \n",
+ " # Tips Section\n",
+ " with gr.Row(elem_classes=\"tips-section\"):\n",
+ " gr.Markdown(\"\"\"\n",
+ " ### 💡 What Can I Help You With?\n",
+ " \n",
+ " - **Technology & Programming**: Debug code, explain concepts, build projects, learn new languages\n",
+ " - **Creative Writing**: Stories, poems, scripts, brainstorming ideas, character development\n",
+ " - **Education & Learning**: Homework help, concept explanations, study guides, tutoring\n",
+ " - **Business & Career**: Resume writing, business plans, marketing ideas, career advice\n",
+ " - **Science & Math**: Problem-solving, research assistance, concept explanations\n",
+ " - **Daily Life**: Recipe suggestions, travel planning, health tips, relationship advice\n",
+ " - **Entertainment**: Jokes, trivia, games, recommendations for books/movies/music\n",
+ " - **And Literally Anything Else**: No topic is off-limits - just ask!\n",
+ " \"\"\")\n",
+ " \n",
+ " # Event handlers\n",
+ " def process_message(message, history, model, temp, audio_enabled):\n",
+ " \"\"\"Process message and optionally generate audio\"\"\"\n",
+ " # Add user message to history\n",
+ " history = history + [{\"role\": \"user\", \"content\": message}]\n",
+ " \n",
+ " # Generate text response (streaming)\n",
+ " bot_message = None\n",
+ " for response in chat_streaming(message, history[:-1], model, temp):\n",
+ " bot_message = response\n",
+ " yield history + [{\"role\": \"assistant\", \"content\": response}], None\n",
+ " \n",
+ " # Final history with complete response\n",
+ " final_history = history + [{\"role\": \"assistant\", \"content\": bot_message}]\n",
+ " \n",
+ " # Generate audio if enabled\n",
+ " if audio_enabled and bot_message:\n",
+ " audio_path = text_to_speech(bot_message)\n",
+ " yield final_history, audio_path\n",
+ " else:\n",
+ " yield final_history, None\n",
+ " \n",
+ " def transcribe_and_send(audio, history, model, temp, audio_enabled):\n",
+ " \"\"\"Transcribe audio and process message\"\"\"\n",
+ " text = handle_audio_input(audio)\n",
+ " if text and text != \"\" and not text.startswith(\"Error\"):\n",
+ " # Process the message and get results\n",
+ " for hist, aud in process_message(text, history, model, temp, audio_enabled):\n",
+ " yield hist, aud\n",
+ " else:\n",
+ " # If no text or error, return history unchanged\n",
+ " yield history, None\n",
+ "\n",
+ " # Wire up events\n",
+ " submit_btn.click(\n",
+ " fn=process_message,\n",
+ " inputs=[msg, chatbot, model_choice, temperature, audio_output_enabled],\n",
+ " outputs=[chatbot, audio_response]\n",
+ " ).then(lambda: \"\", None, msg)\n",
+ "\n",
+ " msg.submit(\n",
+ " fn=process_message,\n",
+ " inputs=[msg, chatbot, model_choice, temperature, audio_output_enabled],\n",
+ " outputs=[chatbot, audio_response]\n",
+ " ).then(lambda: \"\", None, msg)\n",
+ "\n",
+ " # Audio input handler using stop_recording event\n",
+ " audio_input.stop_recording(\n",
+ " fn=transcribe_and_send,\n",
+ " inputs=[audio_input, chatbot, model_choice, temperature, audio_output_enabled],\n",
+ " outputs=[chatbot, audio_response]\n",
+ " )\n",
+ "\n",
+ " # Clear button clears chat, audio response, and audio input\n",
+ " clear_btn.click(\n",
+ " fn=lambda: ([], None, None), \n",
+ " inputs=None, \n",
+ " outputs=[chatbot, audio_response, audio_input]\n",
+ " )\n",
+ "\n",
+ " # Toggle audio response visibility\n",
+ " audio_output_enabled.change(\n",
+ " fn=lambda x: gr.Audio(visible=x),\n",
+ " inputs=audio_output_enabled,\n",
+ " outputs=audio_response\n",
+ " )\n",
+ "\n",
+ "# Launch the app\n",
+ "if __name__ == \"__main__\":\n",
+ " demo.launch(share=False, debug=True)"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.13"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}