arag — Agent Tool by Ayanami0730

by Ayanami0730 · Agent Tool · ★ 187

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About arag

A-RAG: Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces. State-of-the-art RAG framework with keyword, semantic, and chunk read tools for multi-hop QA.

agentagentic-aiagenticragdeepresearchevaluationgraphragllmllmagentsragreproduce

Quick Facts

Stars187
Forks23
LanguagePython
CategoryAgent Tool
Quality Score36.75/100
Open Issues2
Last Updated2026-02-06
Created2026-02-03
Platformspython
Est. Tokens~172k

Compatible Skills

These tools work well together with arag for enhanced workflows:

  • RAGLight — semantic(0.42)+complementary+same_lang+similar_pop+shared_platform (60%)
  • ragflow — semantic(0.41)+complementary+rare_topics+same_lang+shared_platform (59%)
  • argo — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
  • MODULAR-RAG-MCP-SERVER — semantic(0.27)+complementary+same_lang+similar_pop+shared_platform (55%)

arag alternative? Top 6 similar tools

Looking for a arag alternative? If you're comparing arag 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.

  • argo by xark-argo · ⭐ 480

    ARGO is an open-source AI Agent platform that brings Local Manus to your desktop. With one-click model downloa

  • Awesome-LLM-Eval by onejune2018 · ⭐ 615

    Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, leaderboard, papers, docs and models, ma

  • OpenJudge by agentscope-ai · ⭐ 581

    OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards

  • ClawProBench by suyoumo · ⭐ 576

    ClawProBench is a live-first benchmark harness for evaluating LLM agents in the OpenClaw runtime with determ

  • OpenClawProBench by suyoumo · ⭐ 340

    OpenClawProBench is a live-first benchmark harness for evaluating LLM agents in the OpenClaw runtime with de

  • AGIAgent by agi-hub · ⭐ 259

    An open-source Vibe platform similar to Claude Cowork / Manus / Openclaw, with professional rich image documen

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Frequently Asked Questions

What is arag?

arag is A-RAG: Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces. State-of-the-art RAG framework with keyword, semantic, and chunk read tools for multi-hop QA.. It is categorized as a Agent Tool with 187 GitHub stars.

What programming language is arag written in?

arag is primarily written in Python. It covers topics such as agent, agentic-ai, agenticrag.

How do I install or use arag?

You can find installation instructions and usage details in the arag GitHub repository at github.com/Ayanami0730/arag. The project has 187 stars and 23 forks, indicating an active community.

What are the best alternatives to arag?

The top alternatives to arag on Agent Skills Hub include argo, Awesome-LLM-Eval, OpenJudge. 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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