Vakya-AI — Gemini AI Agent
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    Vakya-AI

    Vakya-AI

    Yasaswini38 August 15, 2025
    6 copies 0 downloads

    Vākya AI — A real-time AI voice agent that listens, understands and talks back . Powered by FastAPI, WebSockets, AssemblyAI, Gemini, and Murf AI.

    Markdown

    Vākya AI 🗣️

    Vākya, which means "sentence" in Sanskrit, is a conversational AI that allows users to interact with a Large Language Model (LLM) using their voice. Speak. Understand. Reply. That’s Vākya , a full loop of human-like conversation, built with Python, driven by FastAPI, and delivered in a crisp, modern UI.


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    Features

    • Voice-to-Voice Interaction: Talk to the AI and hear it respond back in real time.
    • Real-time Transcription: See your speech transcribed instantly on screen.
    • Conversational Memory: Maintains context within a session for natural dialogue.
    • Session Management: Start new chats or revisit past conversations.
    • Voice Customization: Choose from multiple voices for responses.
    • Fun Skills Built-in: Weather updates, News headlines, Jokes on demand.
    • Modern UI: Cute & aesthetic responsive interface with chat history panel.

    Technologies Used

    • FastAPI — backend framework for REST + WebSocket support
    • Jinja2 — template rendering for frontend
    • AssemblyAI — speech-to-text (transcription)
    • Google Gemini — LLM for text generation
    • Murf.ai — text-to-speech (streaming natural voices)
    • python-dotenv — for managing API keys securely
    • HTML, CSS, JavaScript — responsive UI (with chat history, persona selection)

    Architecture

    The application follows a simple client-server architecture:

    1. User’s voice recorded via browser microphone
    2. Audio streamed to FastAPI backend over WebSocket
    3. AssemblyAI transcribes speech → text
    4. Transcribed text + history → Gemini (LLM) for response generation
    5. Response text → Murf.ai → natural voice audio stream
    6. Frontend shows transcription, AI’s reply, and plays back

    Tags

    ai-voice-agentassemblyaifastapigenerative-ai-geminimurfrender-deploymentspeech-to-texttext-to-speechwebsocketswebsockets-server

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