AgentIndex icon
AgentIndex
AgenticRAG-Survey logo
AgenticRAG-Survey
★ 1.7k
vs
MaxKB logo
MaxKB
★ 23.0k

AgenticRAG-Survey vs MaxKB

AgenticRAG-Survey: This repository serves as a comprehensive survey on Agentic Retrieval-Augmented Generation (Agentic RAG), a transformative AI paradigm integrating autonomous agents into RAG pipelines. It details foundational principles, taxonomy, comparative analysis, real-world applications, challenges, and future directions for researchers and practitioners.; MaxKB: MaxKB is an open-source platform for building enterprise-grade AI agents with integrated RAG pipelines, workflow orchestration, and MCP tool-use capabilities. It supports direct document upload, automatic web crawling, and multiple embedding models for knowledge base construction. Widely used for intelligent customer service, internal knowledge bases, and academic research applications.

01

TL;DR

AgenticRAG-Survey logo
AgenticRAG-SurveyRAG / Knowledge Base · ★ 1.7k

Enhanced medical diagnostics and information retrieval in healthcare.

Read AgenticRAG-Survey full review →
MaxKB logo
MaxKBRAG / Knowledge Base · ★ 23.0k
When to choose:
  • You want an all-in-one knowledge-base and workflow agent platform that starts with a single Docker command and embeds easily into websites.
  • You need broad support for domestic Chinese LLM providers alongside global models for internal enterprise Q&A.
When to skip:
  • You cannot use GPL-3.0 licensed software in your commercial distribution; RAGFlow is Apache-2.0.
  • Your primary bottleneck is extracting complex tables and layouts from messy scanned PDFs; RAGFlow's deep document parser goes further.
Read MaxKB full review →
02

Side-by-Side Comparison

Field
AgenticRAG-Survey logoAgenticRAG-Survey
MaxKB logoMaxKB
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 1.7k
★ 23.0k
License
—
GPL-3.0
Install Command
git clone https://github.com/asinghcsu/AgenticRAG-Survey.git
docker run -d --name=maxkb --restart=always -p 8080:8080 -v ~/.maxkb:/opt/maxkb 1panel/maxkb
Updated
1y ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Agentic RAG, LLM, AI Agents
RAG, Agent, LLM
03

Features

AgenticRAG-Survey logoAgenticRAG-Survey
01Comprehensive exploration of Agentic Patterns like reflection, planning, and tool use.
02Detailed taxonomy of Agentic RAG systems, including single-agent, multi-agent, and hierarchical architectures.
03Comparative analysis highlighting distinctions between Traditional RAG, Agentic RAG, and Agentic Document Workflows (ADW).
04Discussion of various Agentic Workflow Patterns for dynamic collaboration and efficiency (e.g., Prompt Chaining, Routing, Parallelization).
05Identification of key challenges and future research directions for Agentic RAG, covering scalability, ethical AI, and multimodal integration.
MaxKB logoMaxKB
01RAG pipeline with document upload, web crawling, and automatic chunking
02Visual workflow builder for multi-step agent logic
03MCP tool-use capabilities for connecting to external services
04Supports multiple LLMs and embedding models
05Docker deployment with 1Panel integration for easy self-hosting
04

Use Cases

AgenticRAG-Survey logoAgenticRAG-Survey
↳Enhanced medical diagnostics and information retrieval in healthcare.
↳Advanced financial analysis and risk assessment.
↳Streamlined legal research and compliance analysis.
MaxKB logoMaxKB
↳Building intelligent customer service bots with enterprise knowledge bases
↳Creating internal Q&A systems over company documents and wikis
↳Deploying research assistants with RAG over academic or technical document collections
05

Best For

AgenticRAG-Survey logoAgenticRAG-Survey
—
MaxKB logoMaxKB
Most PopularEssentialTrending
FAQ

FAQ

What is the difference between AgenticRAG-Survey and MaxKB?
Both AgenticRAG-Survey and MaxKB are in the RAG / Knowledge Base category. AgenticRAG-Survey has 1.7k stars, while MaxKB has 23.0k stars.
Which is better, AgenticRAG-Survey or MaxKB?
The best choice depends on your use case. Choose AgenticRAG-Survey if Enhanced medical diagnostics and information retrieval in healthcare., and MaxKB if Building intelligent customer service bots with enterprise knowledge bases.
Is AgenticRAG-Survey free or open source?
Yes, AgenticRAG-Survey is open source on GitHub.
Is MaxKB free or open source?
Yes, MaxKB is open source on GitHub (GPL-3.0).
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