AgentIndex icon
AgentIndex
kglite logo
kglite
★ 73
vs
MaxKB logo
MaxKB
★ 23.0k

kglite vs MaxKB

kglite: KGLite is an embedded, Cypher-queryable knowledge graph engine for Python and Rust, designed to serve applications, analysts, and LLM agents without an external database. It offers advanced features like schema-aware descriptions for LLMs, temporal querying over historical data, and a declared ontology for data quality.; 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

kglite logo
kgliteRAG / Knowledge Base · ★ 73

Providing domain knowledge (legal precedents, regulatory rules, medical ontologies) for LLM agents.

Read kglite 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
kglite logokglite
MaxKB logoMaxKB
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 73
★ 23.0k
License
MIT
GPL-3.0
Install Command
pip install kglite
docker run -d --name=maxkb --restart=always -p 8080:8080 -v ~/.maxkb:/opt/maxkb 1panel/maxkb
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Knowledge Graph, LLM Agents, Cypher Query Language
RAG, Agent, LLM
03

Features

kglite logokglite
01Progressive-disclosure schema (`describe()`) optimized for LLM context windows.
02As-of queries over historical data using `valid_at()` and `valid_during()` functions.
03Declared ontology with data-quality gates and audit scorecards for semantic integrity.
04Hybrid retrieval combining vector similarity (`text_score()`) with Cypher traversal.
05Embedded, in-process graph engine with various storage modes (in-memory, mmap, disk).
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

kglite logokglite
↳Providing domain knowledge (legal precedents, regulatory rules, medical ontologies) for LLM agents.
↳Transforming business data from tabular sources (SQL, CSV, DataFrames) into a queryable graph.
↳Structuring RAG corpora with documents, chunks, entities, and their relationships for hybrid retrieval.
↳Codebase analysis by parsing code into a graph of functions, classes, and modules.
↳Ingesting Markdown knowledge bases (Obsidian vaults, Claude memory) into a queryable graph for analysis and agent memory.
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

kglite logokglite
—
MaxKB logoMaxKB
Most PopularEssentialTrending
FAQ

FAQ

What is the difference between kglite and MaxKB?
Both kglite and MaxKB are in the RAG / Knowledge Base category. kglite has 73 stars, while MaxKB has 23.0k stars.
Which is better, kglite or MaxKB?
The best choice depends on your use case. Choose kglite if Providing domain knowledge (legal precedents, regulatory rules, medical ontologies) for LLM agents., and MaxKB if Building intelligent customer service bots with enterprise knowledge bases.
Is kglite free or open source?
Yes, kglite is open source on GitHub (MIT).
Is MaxKB free or open source?
Yes, MaxKB is open source on GitHub (GPL-3.0).
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