ragflow
★ 92.6k
vs
glean
★ 872
ragflow vs glean
ragflow: RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that integrates RAG with Agent capabilities. It provides a superior context layer for LLMs and offers a streamlined RAG workflow adaptable to enterprises of any scale.; glean: Glean is a self-hosted RSS reader and personal knowledge management tool designed to help information-heavy consumers efficiently manage their reading. It offers intelligent RSS aggregation, content organization with folders and tags, a clean reading experience, and full data ownership via Docker deployment.
01
TL;DR
ragflowRAG / Knowledge Base · ★ 92.6k
When to choose:
- Your documents have complex layouts (PDFs, scanned files, tables, slides) and you need layout analysis, OCR, and traceable citations.
- You want an Apache-2.0 all-in-one RAG platform where you can inspect and hand-tune template-based chunks in a web UI.
When to skip:
- Your server has less than 4 CPU cores and 16 GB RAM; RAGFlow's multi-service stack is heavy.
- You want an autonomous web research agent that writes 2,000-word reports from live search rather than indexing a local document corpus; GPT Researcher fits better.
gleanRAG / Knowledge Base · ★ 872
Personal Information Aggregation: Consolidate news, blogs, and articles from various RSS feeds into a single, organized platform.
02
Side-by-Side Comparison
Field
ragflowgleanCategory
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 92.6k
★ 872
License
Apache-2.0
AGPL-3.0
Install Command
docker compose -f docker-compose.yml up -d
curl -fsSL https://raw.githubusercontent.com/LeslieLeung/glean/main/docker-compose.yml -o docker-compose.yml && docker compose up -d
Updated
1d ago
2d ago
Open Source
Yes
Yes
Tags
RAG, AI Agent, LLM
RSS Reader, Knowledge Management, Self-hosted
03
Features
ragflow01Deep document understanding for knowledge extraction from unstructured data.
02Intelligent and template-based chunking with explainable options.
03Grounded citations with reduced hallucinations and traceable references.
04Compatibility with heterogeneous data sources including documents, images, and web pages.
05Automated and effortless RAG workflow orchestration with configurable models and fused re-ranking.
glean01RSS Subscription & Organization: Subscribe and organize feeds with OPML import/export, using multi-level folders and tags.
02Self-hosted & Data Ownership: Full data ownership with easy Docker deployment, providing control over your personal data.
03Smart Reading Experience: Offers a clean reading interface, content filtering, and 'read later' functionality for efficient consumption.
04Future AI Capabilities: Planned AI-powered summaries, auto-tagging, and keyword extraction to enhance knowledge processing.
04
Use Cases
ragflow↳Building high-fidelity, production-ready AI systems with complex data.
↳Developing enterprise-scale knowledge base and intelligent Q&A chatbots.
↳Facilitating intelligent document processing and advanced information retrieval.
glean↳Personal Information Aggregation: Consolidate news, blogs, and articles from various RSS feeds into a single, organized platform.
↳Knowledge Base for Professionals: Organize research papers, industry updates, and technical articles for professional development and reference.
↳Content Curation & Management: Efficiently curate and manage a large volume of online content with tagging, bookmarking, and custom filtering.
↳Private Data Ownership: Maintain full control over personal reading data without reliance on third-party services or their privacy policies.
05
Best For
ragflowMost PopularEssentialTrending
gleanTrending
FAQ
FAQ
What is the difference between ragflow and glean?
Both ragflow and glean are in the RAG / Knowledge Base category. ragflow has 92.6k stars, while glean has 872 stars.
Which is better, ragflow or glean?
The best choice depends on your use case. Choose ragflow if Building high-fidelity, production-ready AI systems with complex data., and glean if Personal Information Aggregation: Consolidate news, blogs, and articles from various RSS feeds into a single, organized platform..
Is ragflow free or open source?
Yes, ragflow is open source on GitHub (Apache-2.0).
Is glean free or open source?
Yes, glean is open source on GitHub (AGPL-3.0).
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