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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.

  • agent
  • agentic-ai
  • agenticrag
  • deepresearch
  • evaluation
  • graphrag
  • llm
  • llmagents
  • rag
  • reproduce
View on GitHub
Stars
359
Forks
60
+ today
+2
Created
8mo

Ranking data as of October 16, 2026 (UTC).

Star History

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359 stars
02

Overview

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 ranks #318 on GitTiger, gaining +2 stars on October 16, 2026 (UTC).

The project is written in Python and has 60 forks. It was created 8mo ago.

Installation
git clone https://github.com/Ayanami0730/arag.git
cd arag
# see README for setup