OmniAgent — Agent Tool by HarryHsing

by HarryHsing · Agent Tool · ★ 56

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About OmniAgent

OmniAgent (ICML 2026): the first native omni-modal agent for active video perception — a 7B agent that beats Qwen2.5-VL-72B with 73% fewer frames on LVBench.

agentaudio-visualicml2026llm-agentlong-video-understandingmllmmultimodalmultimodal-llmomni-modalqwen

Quick Facts

Stars56
Forks5
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score54.2963281311495/100
Open Issues2
Last Updated2026-07-25
Created2026-06-11
Platformspython
Est. Tokens~13k

Compatible Skills

These tools work well together with OmniAgent for enhanced workflows:

  • vllm-mlx — semantic(0.31)+complementary+rare_topics+same_lang+shared_platform (64%)
  • video-recap — semantic(0.37)+complementary+same_lang+similar_pop+shared_platform (63%)
  • HappyHorse-1.0-API — semantic(0.41)+complementary+same_lang+similar_pop+shared_platform (59%)

OmniAgent alternative? Top 6 similar tools

Looking for a OmniAgent alternative? If you're comparing OmniAgent with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • Awesome-LLM-Papers-Comprehensive-Topics by shure-dev · ⭐ 226

    Awesome LLM Papers and repos on very comprehensive topics.

  • Awesome-Graphs-Meet-Agents by YuanchenBei · ⭐ 89

    [Up-to-date] A curated list of resources on graph-empowered agents and agent-facilitated graph learning (Graph

  • Awesome-LLM-Reasoning-with-NeSy by LAMDASZ-ML · ⭐ 271

    ✨✨Latest Advances on Neuro-Symbolic Learning in the era of Large Language Models

  • reevo by ai4co · ⭐ 252

    [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

  • llm-rl-environments-lil-course by anakin87 · ⭐ 201

    🌱 A little course on Reinforcement Learning Environments for evaluating and training Language Models

  • watch-skill by oxbshw · ⭐ 173

    Video understanding and self-verification for AI agents. Turn videos, streams, and agent screen recordings int

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Frequently Asked Questions

What is OmniAgent?

OmniAgent is OmniAgent (ICML 2026): the first native omni-modal agent for active video perception — a 7B agent that beats Qwen2.5-VL-72B with 73% fewer frames on LVBench.. It is categorized as a Agent Tool with 56 GitHub stars.

What programming language is OmniAgent written in?

OmniAgent is primarily written in Python. It covers topics such as agent, audio-visual, icml2026.

How do I install or use OmniAgent?

You can find installation instructions and usage details in the OmniAgent GitHub repository at github.com/HarryHsing/OmniAgent. The project has 56 stars and 5 forks, indicating an active community.

What license does OmniAgent use?

OmniAgent is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to OmniAgent?

The top alternatives to OmniAgent on Agent Skills Hub include Awesome-LLM-Papers-Comprehensive-Topics, Awesome-Graphs-Meet-Agents, Awesome-LLM-Reasoning-with-NeSy. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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