---
title: "AutoRAG"
pageType: "tool-profile"
schemaVersion: "1.0"
snapshotId: "tv-20260915-f4c107995a2e"
generatedAt: "2026-09-15T07:02:20.000Z"
canonicalUrl: "https://toolvitals.com/tools/autorag/"
jsonUrl: "https://toolvitals.com/api/agent/tools/autorag"
indexable: true
---

# AutoRAG

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

## Decision context

- Status: active
- ToolVitals score: 94/100
- Health score: 94/100
- Shipping score: 94/100
- Score mode: verdict
- Data confidence: 90/100
- Source coverage: 95/100
- Last evidence check: 2026-09-15

## Classification

- Use case: AI Agent Tools (ai-agent-tools)
- Category: Developer Tools (developer-tools)
- Tool mode: Source-visible project
- Openness: OSI-approved OSS
- License: MIT
- Tags: open-source, analysis, automl, benchmarking, document-parser, embeddings, evaluation, llm, llm-evaluation, llm-ops, ops, optimization, pipeline, python, qa, rag

## Public repository signals

- Repository: [Marker-Inc-Korea/AutoRAG](https://github.com/Marker-Inc-Korea/AutoRAG)
- Stars: 5072 (adoption context only)
- Forks: 433
- Open issues: 128
- Last commit date: 2026-09-15
- Releases in 90 days: 10

## Source receipts

- [Official website](https://marker-inc-korea.github.io/autorag) — checked 2026-09-15
- [Source repository](https://github.com/Marker-Inc-Korea/AutoRAG) — checked 2026-09-15

## Discovery status

- Search indexable: yes
- Reason: sufficient tool evidence

## Interpretation limits

- ToolVitals scores summarize bounded public maintenance, shipping, openness, and evidence signals. They are not user-review ratings.
- GitHub stars and related popularity metrics are adoption context, not quality evidence.
- Missing values mean not collected or not confidently established; they do not mean zero.
- Public signals do not prove security, uptime, support quality, customer satisfaction, or production suitability.
- Verify material decisions against the linked first-party sources and your own requirements.