Create app.py
Browse files
app.py
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| 1 |
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import os
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| 2 |
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| 3 |
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# Suppress root pip warning & disable Gradio Node.js SSR proxy
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os.environ["PIP_ROOT_USER_ACTION"] = "ignore"
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os.environ["GRADIO_SSR_MODE"] = "false"
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os.environ["GRADIO_DISABLE_SSR"] = "1"
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import gradio as gr
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RESOURCES = [
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| 11 |
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{
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"name": "Vidi (ByteDance)",
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"category": "Video Model",
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| 14 |
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"description": "ByteDance's multimodal video understanding and generation framework.",
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"links": [
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("π GitHub", "https://github.com/bytedance/vidi"),
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("π Live Demo", "https://vidi.byteintl.com"),
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],
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},
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{
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"name": "Molmo2-8B (AllenAI)",
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| 22 |
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"category": "Open-Weight VLM",
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"description": "AllenAI's open multimodal vision-language model for rich video and image reasoning.",
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"links": [
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("π€ Hugging Face", "https://huggingface.co/allenai/Molmo2-8B"),
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("π Playground Demo", "https://playground.allenai.org/?model=molmo2-8b"),
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| 27 |
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("π Blog Post", "https://allenai.org/blog/molmo2"),
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| 28 |
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("βΆοΈ YouTube Video", "https://youtu.be/Ej3Hb3kRiac"),
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| 29 |
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],
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| 30 |
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},
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| 31 |
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{
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"name": "VideoLLaMA 3 (DAMO-NLP-SG)",
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| 33 |
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"category": "Video-LLM",
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| 34 |
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"description": "Frontier multimodal foundation model tailored for image and video understanding.",
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| 35 |
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"links": [
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("π GitHub", "https://github.com/DAMO-NLP-SG/VideoLLaMA3"),
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| 37 |
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("π HF Space Demo", "https://huggingface.co/spaces/lixin4ever/VideoLLaMA3"),
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| 38 |
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],
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| 39 |
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},
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| 40 |
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{
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| 41 |
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"name": "VideoJev-35B-A3B",
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| 42 |
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"category": "MoE Video-LLM",
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| 43 |
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"description": "35B total parameter (3B active) Mixture-of-Experts model for efficient video understanding.",
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| 44 |
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"links": [
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| 45 |
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("π€ Hugging Face", "https://huggingface.co/ZhuYuhan/VideoJev-35B-A3B"),
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| 46 |
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("π HF Space Demo", "https://huggingface.co/spaces/hugging-apps/videojev-35b-a3b"),
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| 47 |
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],
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| 48 |
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},
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| 49 |
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{
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| 50 |
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"name": "Gemini Agentic Video Understanding",
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| 51 |
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"category": "API & Developer Guides",
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| 52 |
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"description": "Official Google AI Studio and Gemini API guides for agentic video reasoning and frame-level understanding.",
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| 53 |
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"links": [
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| 54 |
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("π οΈ AI Studio Developer Guide", "https://aistudio.google.com/learn/agentic-video-understanding-with-gemini"),
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| 55 |
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("π Gemini Video Docs", "https://ai.google.dev/gemini-api/docs/video-understanding"),
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| 56 |
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],
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| 57 |
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},
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| 58 |
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]
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| 59 |
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| 60 |
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| 61 |
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def filter_resources(search_query: str, category_filter: str) -> str:
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| 62 |
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query = (search_query or "").strip().lower()
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| 63 |
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sections = []
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| 64 |
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| 65 |
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for item in RESOURCES:
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| 66 |
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if category_filter != "All" and item["category"] != category_filter:
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| 67 |
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continue
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| 68 |
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if query and (
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| 69 |
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query not in item["name"].lower()
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| 70 |
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and query not in item["description"].lower()
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| 71 |
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and query not in item["category"].lower()
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):
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continue
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| 74 |
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| 75 |
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links_md = " | ".join(
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| 76 |
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f"**[{label}]({url})**" for label, url in item["links"]
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)
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section = (
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| 79 |
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f"### {item['name']} `[{item['category']}]`\n"
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| 80 |
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f"{item['description']}\n\n"
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| 81 |
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f"π {links_md}\n\n---"
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| 82 |
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)
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| 83 |
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sections.append(section)
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if not sections:
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return "### No matching models or resources found."
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| 87 |
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| 88 |
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return "\n\n".join(sections)
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| 89 |
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| 90 |
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| 91 |
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categories = ["All"] + sorted(list({r["category"] for r in RESOURCES}))
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| 92 |
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with gr.Blocks(title="Video Understanding Models & Demos Hub") as demo:
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| 94 |
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gr.Markdown(
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| 95 |
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"""
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# π¬ Video Understanding Models, Demos & Resources
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| 97 |
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Quick-access directory of multimodal video foundation models, Hugging Face checkpoints, interactive playgrounds, and developer guides.
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| 98 |
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"""
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)
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| 100 |
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| 101 |
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with gr.Row():
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| 102 |
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search_box = gr.Textbox(
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| 103 |
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label="Search Models / Links",
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| 104 |
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placeholder="Filter by keyword (e.g., Molmo, VideoLLaMA, Gemini, ByteDance, Vidi)...",
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| 105 |
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scale=3,
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)
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category_dropdown = gr.Dropdown(
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| 108 |
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choices=categories,
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| 109 |
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value="All",
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| 110 |
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label="Category",
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| 111 |
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scale=1,
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| 112 |
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)
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| 113 |
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gr.Markdown("---")
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| 115 |
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results_markdown = gr.Markdown(value=filter_resources("", "All"))
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| 116 |
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| 117 |
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with gr.Accordion("π Summary Comparison Table", open=True):
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| 118 |
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gr.Markdown(
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| 119 |
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"""
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| 120 |
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| Model / Resource | Category | Model / Repo Link | Live Demo / Space | Extra Links |
|
| 121 |
+
| :--- | :--- | :--- | :--- | :--- |
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| 122 |
+
| **Vidi (ByteDance)** | Video Model | [GitHub](https://github.com/bytedance/vidi) | [Vidi Demo](https://vidi.byteintl.com) | β |
|
| 123 |
+
| **Molmo2-8B (AllenAI)** | Open-Weight VLM | [Hugging Face](https://huggingface.co/allenai/Molmo2-8B) | [AllenAI Playground](https://playground.allenai.org/?model=molmo2-8b) | [Blog](https://allenai.org/blog/molmo2) Β· [YouTube](https://youtu.be/Ej3Hb3kRiac) |
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| 124 |
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| **VideoLLaMA 3** | Video-LLM | [GitHub](https://github.com/DAMO-NLP-SG/VideoLLaMA3) | [HF Space](https://huggingface.co/spaces/lixin4ever/VideoLLaMA3) | β |
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| 125 |
+
| **VideoJev-35B-A3B** | MoE Video-LLM | [Hugging Face](https://huggingface.co/ZhuYuhan/VideoJev-35B-A3B) | [HF Space](https://huggingface.co/spaces/hugging-apps/videojev-35b-a3b) | β |
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| 126 |
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| **Gemini Video Understanding** | API & Developer Guides | [AI Studio Guide](https://aistudio.google.com/learn/agentic-video-understanding-with-gemini) | β | [API Docs](https://ai.google.dev/gemini-api/docs/video-understanding) |
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| 127 |
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"""
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| 128 |
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)
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| 129 |
+
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| 130 |
+
search_box.change(
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| 131 |
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fn=filter_resources,
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| 132 |
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inputs=[search_box, category_dropdown],
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| 133 |
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outputs=results_markdown,
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| 134 |
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)
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| 135 |
+
category_dropdown.change(
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| 136 |
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fn=filter_resources,
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| 137 |
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inputs=[search_box, category_dropdown],
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| 138 |
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outputs=results_markdown,
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| 139 |
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)
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| 140 |
+
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| 141 |
+
if __name__ == "__main__":
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| 142 |
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# Force the app to bind properly to the Hugging Face container port
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| 143 |
+
try:
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| 144 |
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demo.launch(server_name="0.0.0.0", server_port=7860, ssr_mode=False)
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| 145 |
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except TypeError:
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| 146 |
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demo.launch(server_name="0.0.0.0", server_port=7860)
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