<div class="grid cards" markdown>

-   :speaking_head:{ .lg .middle }:eyes:{ .lg .middle } __Gemini Audio Video Chat__

    ---

    Stream BOTH your webcam video and audio feeds to Google Gemini. You can also upload images to augment your conversation!

    <video width=98% src="https://github.com/user-attachments/assets/9636dc97-4fee-46bb-abb8-b92e69c08c71" controls style="text-align: center"></video>

    [:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/gemini-audio-video-chat)
    
    [:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/gemini-audio-video-chat/blob/main/app.py)

-   :speaking_head:{ .lg .middle } __Google Gemini Real Time Voice API__

    ---

    Talk to Gemini in real time using Google's voice API.

    <video width=98% src="https://github.com/user-attachments/assets/da8c8a2a-5d99-4ac7-8927-0f7812e4146f" controls style="text-align: center"></video>

    [:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/gemini-voice)
    
    [:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/gemini-voice/blob/main/app.py)

-   :speaking_head:{ .lg .middle } __OpenAI Real Time Voice API__

    ---

    Talk to ChatGPT in real time using OpenAI's voice API.

    <video width=98% src="https://github.com/user-attachments/assets/41a63376-43ec-496a-9b31-4f067d3903d6" controls style="text-align: center"></video>

    [:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/openai-realtime-voice)
    
    [:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/openai-realtime-voice/blob/main/app.py)

-   :speaking_head:{ .lg .middle } __Hello Llama: Stop Word Detection__

    ---

    A code editor built with Llama 3.3 70b that is triggered by the phrase "Hello Llama".
    Build a Siri-like coding assistant in 100 lines of code!

    <video width=98% src="https://github.com/user-attachments/assets/3e10cb15-ff1b-4b17-b141-ff0ad852e613" controls style="text-align: center"></video>

    [:octicons-arrow-right-24: Demo](hhttps://huggingface.co/spaces/freddyaboulton/hey-llama-code-editor)
    
    [:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/hey-llama-code-editor/blob/main/app.py)

-   :robot:{ .lg .middle } __Llama Code Editor__

    ---

    Create and edit HTML pages with just your voice! Powered by SambaNova systems.

    <video width=98% src="https://github.com/user-attachments/assets/a09647f1-33e1-4154-a5a3-ffefda8a736a" controls style="text-align: center"></video>

    [:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/llama-code-editor)
    
    [:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/llama-code-editor/blob/main/app.py)

-   :speaking_head:{ .lg .middle } __Audio Input/Output with mini-omni2__

    ---

    Build a GPT-4o like experience with mini-omni2, an audio-native LLM.

    <video width=98% src="https://github.com/user-attachments/assets/58c06523-fc38-4f5f-a4ba-a02a28e7fa9e" controls style="text-align: center"></video>

    [:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/mini-omni2-webrtc)
    
    [:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/mini-omni2-webrtc/blob/main/app.py)

-   :speaking_head:{ .lg .middle } __Talk to Claude__

    ---

    Use the Anthropic and Play.Ht APIs to have an audio conversation with Claude.

    <video width=98% src="https://github.com/user-attachments/assets/650bc492-798e-4995-8cef-159e1cfc2185" controls style="text-align: center"></video>

    [:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/talk-to-claude)
    
    [:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/talk-to-claude/blob/main/app.py)

-   :speaking_head:{ .lg .middle } __Kyutai Moshi__

    ---

    Kyutai's moshi is a novel speech-to-speech model for modeling human conversations.

    <video width=98% src="https://github.com/user-attachments/assets/becc7a13-9e89-4a19-9df2-5fb1467a0137" controls style="text-align: center"></video>

    [:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/talk-to-moshi)
    
    [:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/talk-to-moshi/blob/main/app.py)

-   :speaking_head:{ .lg .middle } __Talk to Ultravox__

    ---

    Talk to Fixie.AI's audio-native Ultravox LLM with the transformers library.

    <video width=98% src="https://github.com/user-attachments/assets/e6e62482-518c-4021-9047-9da14cd82be1" controls style="text-align: center"></video>

    [:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/talk-to-ultravox)

    [:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/talk-to-ultravox/blob/main/app.py)


-   :speaking_head:{ .lg .middle } __Talk to Llama 3.2 3b__

    ---

    Use the Lepton API to make Llama 3.2 talk back to you!

    <video width=98% src="https://github.com/user-attachments/assets/3ee37a6b-0892-45f5-b801-73188fdfad9a" controls style="text-align: center"></video>

    [:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/llama-3.2-3b-voice-webrtc)

    [:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/llama-3.2-3b-voice-webrtc/blob/main/app.py)


-   :robot:{ .lg .middle } __Talk to Qwen2-Audio__

    ---

    Qwen2-Audio is a SOTA audio-to-text LLM developed by Alibaba.

    <video width=98% src="https://github.com/user-attachments/assets/c821ad86-44cc-4d0c-8dc4-8c02ad1e5dc8" controls style="text-align: center"></video>

    [:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/talk-to-qwen-webrtc)

    [:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/talk-to-qwen-webrtc/blob/main/app.py)


-   :camera:{ .lg .middle } __Yolov10 Object Detection__

    ---

    Run the Yolov10 model on a user webcam stream in real time!

    <video width=98% src="https://github.com/user-attachments/assets/c90d8c9d-d2d5-462e-9e9b-af969f2ea73c" controls style="text-align: center"></video>

    [:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/webrtc-yolov10n)

    [:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/webrtc-yolov10n/blob/main/app.py)

-   :camera:{ .lg .middle } __Video Object Detection with RT-DETR__

    ---

    Upload a video and stream out frames with detected objects (powered by RT-DETR) model.

    [:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/rt-detr-object-detection-webrtc)

    [:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/rt-detr-object-detection-webrtc/blob/main/app.py)

-   :speaker:{ .lg .middle } __Text-to-Speech with Parler__

    ---

    Stream out audio generated by Parler TTS!

    [:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/parler-tts-streaming-webrtc)

    [:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/parler-tts-streaming-webrtc/blob/main/app.py)


</div>