by Ayanami0730 · Agent Tool · ★ 187
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
A-RAG: Scaling Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces If you find our project helpful, please give us a star ⭐ on GitHub! 🚀 Quick Start bash Install git clone https://github.com/Ayanami0730/arag.git && cd arag uv sync --extra full # or: pip install -e ".[full]" Download benchmark datasets from HuggingFace git clone https://huggingface.co/datasets/Ayanami0730/ragtest data --depth 1 rm -rf data/.git data/README.md Build embedding index We use Qwen3-Embedding-0.6B in our paper (https://huggingface.co/Qwen/Qwen3-Embedding-0.6B) You can also use a local path: --model /path/to/Qwen3-Embedding-0.6B uv run python scripts/buildindex.py \ --chunks data/musique/chunks.json \ --output data/musique/index \ --model Qwen/Qwen3-Embedding-0.6B \ --device cuda:0 Set environment variables e
| Stars | 187 |
| Forks | 23 |
| Language | Python |
| Category | Agent Tool |
| Quality Score | 62.8582548304153/100 |
| Open Issues | 2 |
| Last Updated | 2026-02-06 |
| Created | 2026-02-03 |
| Platforms | python |
| Est. Tokens | ~172k |
These tools work well together with arag for enhanced workflows:
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 is an open-source AI Agent platform that brings Local Manus to your desktop. With one-click model downloa
OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards
The open context engine for AI agents support 15+ data sources. Built on Rust and Apache DataFusion.
Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, leaderboard, papers, docs and models, ma
Aser is a lightweight, self-assembling AI Agent frame.
An introduction to the world of AI Agents
Explore other popular agent tool tools:
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.
arag is primarily written in Python. It covers topics such as agent, agentic-ai, agenticrag.
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.
The top alternatives to arag on Agent Skills Hub include argo, OpenJudge, wren-engine. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.