UltraRAG VS RAGFlow

Let’s have a side-by-side comparison of UltraRAG vs RAGFlow to find out which one is better. This software comparison between UltraRAG and RAGFlow is based on genuine user reviews. Compare software prices, features, support, ease of use, and user reviews to make the best choice between these, and decide whether UltraRAG or RAGFlow fits your business.

UltraRAG

UltraRAG
UltraRAG 2.0: Build complex RAG pipelines with low-code. Accelerate AI research, simplify development, and ensure reproducible results.

RAGFlow

RAGFlow
RAGFlow: The RAG engine for production AI. Build accurate, reliable LLM apps with deep document understanding, grounded citations & reduced hallucinations.

UltraRAG

Launched 2021-09
Pricing Model Free
Starting Price
Tech used
Tag

RAGFlow

Launched 2024-02
Pricing Model Free
Starting Price
Tech used Vercel,Atom,Gzip,OpenGraph,RSS,HSTS
Tag Knowledge Management,Question Answering,Data Extraction

UltraRAG Rank/Visit

Global Rank
Country China
Month Visit 3899

Top 5 Countries

87.33%
12.67%
China Taiwan

Traffic Sources

1.04%
0.27%
0.23%
1.81%
7.52%
89.13%
social paidReferrals mail referrals search direct

RAGFlow Rank/Visit

Global Rank 144118
Country China
Month Visit 231017

Top 5 Countries

49.33%
14.38%
6.29%
5.09%
3.91%
China United States Vietnam Singapore Germany

Traffic Sources

0.8%
0.33%
0.03%
11.91%
31.01%
55.91%
social paidReferrals mail referrals search direct

Estimated traffic data from Similarweb

What are some alternatives?

When comparing UltraRAG and RAGFlow, you can also consider the following products

OpenRAG - OpenRag is a lightweight, modular and extensible Retrieval-Augmented Generation (RAG) framework designed to explore and test advanced RAG techniques — 100% open source and focused on experimentation, not lock-in.

R2R - SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.

ApeRAG - ApeRAG: Production-ready GraphRAG for intelligent AI agents. Unlock deep context & reliable reasoning from all your multi-modal enterprise data.

Ragbits - Accelerate reliable GenAI development. Ragbits offers modular, type-safe building blocks for LLM, RAG, & data pipelines. Build robust AI apps faster.

More Alternatives