AgentIndex icon
AgentIndex
MaxKB logo
MaxKB
★ 23.0k
vs
orionbelt-analytics logo
orionbelt-analytics
★ 53

MaxKB vs orionbelt-analytics

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.; orionbelt-analytics: OrionBelt Analytics is an ontology-based MCP server designed to analyze relational database schemas, generate RDF/OWL ontologies, and facilitate relationship-aware Text-to-SQL queries. It integrates GraphRAG for intelligent schema discovery and offers robust SQL validation, including fan-trap prevention, ensuring accurate and secure data interactions.

01

TL;DR

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 →
orionbelt-analytics logo
orionbelt-analyticsRAG / Knowledge Base · ★ 53

Conduct full analysis sessions from database connection to ontology generation and validated SQL querying.

Read orionbelt-analytics full review →
02

Side-by-Side Comparison

Field
MaxKB logoMaxKB
orionbelt-analytics logoorionbelt-analytics
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 23.0k
★ 53
License
GPL-3.0
NOASSERTION
Install Command
docker run -d --name=maxkb --restart=always -p 8080:8080 -v ~/.maxkb:/opt/maxkb 1panel/maxkb
git clone https://github.com/ralforion/orionbelt-analytics && cd orionbelt-analytics && uv sync
Updated
1d ago
4d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
RAG, Agent, LLM
Text-to-SQL, Ontology, GraphRAG
03

Features

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
orionbelt-analytics logoorionbelt-analytics
01Ontology-Based Query Check (OBQC) for deterministic SQL validation and fan-trap prevention.
02GraphRAG for intelligent semantic schema discovery and optimized context generation.
03Support for 8 major database connectors (PostgreSQL, MySQL, Snowflake, BigQuery, etc.).
04Relationship-aware Text-to-SQL with embedded SQL mappings via RDF/OWL ontologies.
05Interactive Plotly charting with MCP-UI rendering for data visualization.
04

Use Cases

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
orionbelt-analytics logoorionbelt-analytics
↳Conduct full analysis sessions from database connection to ontology generation and validated SQL querying.
↳Perform quick data exploration by connecting, listing schemas, and sampling table data.
↳Generate interactive Plotly charts directly from SQL query results for data visualization.
↳Enhance data understanding by generating and applying semantic names to cryptic schema identifiers.
↳Enable LLM-driven natural language interaction with databases through MCP-compatible AI clients.
05

Best For

MaxKB logoMaxKB
Most PopularEssentialTrending
orionbelt-analytics logoorionbelt-analytics
—
FAQ

FAQ

What is the difference between MaxKB and orionbelt-analytics?
Both MaxKB and orionbelt-analytics are in the RAG / Knowledge Base category. MaxKB has 23.0k stars, while orionbelt-analytics has 53 stars.
Which is better, MaxKB or orionbelt-analytics?
The best choice depends on your use case. Choose MaxKB if Building intelligent customer service bots with enterprise knowledge bases, and orionbelt-analytics if Conduct full analysis sessions from database connection to ontology generation and validated SQL querying..
Is MaxKB free or open source?
Yes, MaxKB is open source on GitHub (GPL-3.0).
Is orionbelt-analytics free or open source?
Yes, orionbelt-analytics is open source on GitHub (NOASSERTION).
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