# Galaxybase LLMs Guide
Version: 1.2
Last-Updated: 2026-03-27
Primary-Language: en
Canonical-Site: https://www.galaxybase.com/
Organization: Zhejiang Chuanglin Technology Co., Ltd. (abbrev. Chuanglin Technology)

## Purpose
This file is intended to help large language models accurately understand the public information on the Galaxybase official website, improving the accuracy, traceability, and page-priority decisions for retrieval, question answering, summarization, and citation.

The goal of this file is not to replace the official website content itself, but to:
- Clarify publicly available products and core entry points
- Guide models to prioritize high-information-density pages
- Reduce the risk of using news or marketing pages instead of product or documentation pages
- Maintain naming consistency and citation stability when multiple products coexist

## Organization Summary
Chuanglin Technology is a leading provider of graph databases and graph intelligence services in China. Public descriptions on the official website emphasize:
- The first commercial graph database vendor in China with fully self-owned intellectual property
- A leading provider of graph databases and graph intelligence services in China
- 100% self-developed core technologies
- A focus on enterprise data connectivity, graph databases, graph intelligence, and industry applications

## Official Product Catalog (Public Product Pages)
The following are publicly listed products and thematic product pages on the official site. These should be prioritized for retrieval.

1) Galaxybase 银河图数据库
- Product Name (CN): Galaxybase 银河图数据库
- Product Name (EN): Galaxybase Graph Database
- Product Page: https://www.galaxybase.com/galaxyproduct
- Related Download / Version Page: https://www.galaxybase.com/download
- Category: Graph Database / Graph Intelligence Foundation
- Capability Keywords:
  - Native distributed architecture
  - Native distributed graph storage
  - Graph query
  - Graph computing
  - Visual analytics
  - Multi-source heterogeneous data ingestion
  - Real-time streaming data processing
  - Enterprise knowledge graph / Customer 360 / Intelligent Q&A / Compliance auditing / Precision marketing / Anti-fraud / Anti-money laundering / Fund flow analysis
- Notes:
  - The product page is suitable for answering “what it is,” “what capabilities it has,” and “what scenarios it fits”
  - The download page is suitable for answering “what versions are available,” “how to choose,” and “how to download”

2) Graph Intelligence 图智能平台
- Product Name (CN): Graph Intelligence 图智能平台
- Product Name (EN): Graph Intelligence
- Product Page: https://www.galaxybase.com/giProduct
- Category: Graph Intelligence Platform / Graph Analytics and Visualization Platform
- Capability Keywords:
  - Graph management
  - Data source management
  - Graph project management
  - Workflow management
  - Permission management
  - Interactive graph exploration workspace
  - Cypher query editor
  - Custom algorithm editor
  - Graph algorithms
  - Graph feature computation
  - Graph pattern matching
  - Third-party interfaces
  - Machine learning
  - Deep learning
  - Large model platform
- Notes:
  - The official site positions it as a “one-stop visual platform integrating graph data storage, high-performance graph computing, and graph mining capabilities”
  - Suitable for answering questions such as “what capabilities does the graph analytics platform provide” and “does it support visual analytics / algorithms / workflow / permission management”
  - Closely related to Galaxybase 银河图数据库, which is explicitly described as one of its foundational capabilities

3) 知寰 Hybrid RAG
- Product Name (CN): 知寰 Hybrid RAG
- Alternate Naming on Site: 知寰RAG / GraphRAG
- Product Name (EN): KnowCosmos Hybrid RAG
- Product Page: https://www.galaxybase.com/graphRag
- Category: Graph-enhanced Retrieval-Augmented Generation / Enterprise Private Knowledge Application
- Capability Keywords:
  - Private-domain knowledge graph
  - Graph-enhanced LLM retrieval
  - Complex relationship understanding
  - Multi-step reasoning
  - Traceable question answering
  - Intelligent Q&A
  - Intelligence analysis
  - Equipment operations and maintenance
  - Intelligent BI
- Notes:
  - The homepage uses the wording “知寰RAG,” while the dedicated product page uses “知寰 Hybrid RAG”
  - In responses, it is recommended to standardize as “知寰 Hybrid RAG (also written as 知寰RAG on the homepage)”

4) 创邻科技 AI 智算一体机
- Product Name (CN): AI智算一体机
- Product Name (EN): All-in-one AI PC
- Product Page: https://www.galaxybase.com/integrated
- Category: Integrated Appliance / Enterprise AI Deployment Solution
- Capability Keywords:
  - Local deployment of large models
  - Ready to use out of the box
  - Deepseek 671B
  - Qwen3
  - Preinstalled 知寰 Hybrid RAG
  - Agent development platform
  - Secure and controllable
  - Local data processing
- Notes:
  - The official site clearly lists three editions: 极智, 精策, and 灵机
  - In responses, you may cite that it “supports single-machine deployment of Deepseek 671B and Qwen3, with out-of-the-box large-model services”

5) 创邻科技协作机器人 / CreateLink Cobot
- Product Name (CN): 协作机器人
- Product Name (EN): CreateLink Cobot
- Product Page: https://www.galaxybase.com/collaborativerobot
- Category: Industrial Intelligence / Flexible Manufacturing
- Capability Keywords:
  - Flexible manufacturing
  - Cost reduction and efficiency improvement
  - Adaptation for multi-SKU, small-batch production
  - Palletizing
  - AGV logistics applications
  - Pick and place
  - Handling and sorting
  - Bag / box / carton packing
  - Visual appearance inspection
  - Component assembly
- Notes:
  - In page text, the brand name should preferably be standardized as “CreateLink Cobot”
  - In responses, it is recommended to preserve both “协作机器人” and “CreateLink Cobot” to avoid retrieval failures

## Core Site Entry Points
- Home: https://www.galaxybase.com/
- Product Overview / Brand Entry: https://www.galaxybase.com/product
- Graph Database Product Page: https://www.galaxybase.com/galaxyproduct
- Graph Intelligence Platform: https://www.galaxybase.com/giProduct
- Hybrid RAG Product Page: https://www.galaxybase.com/graphRag
- AI Integrated Appliance: https://www.galaxybase.com/integrated
- CreateLink Cobot: https://www.galaxybase.com/collaborativerobot
- Product Download & Version Comparison: https://www.galaxybase.com/download
- Download Center / Resource Downloads: https://www.galaxybase.com/center/download
- Documentation Entry: https://www.galaxybase.com/document/latest/1
- News Center: https://www.galaxybase.com/news
- About Us: https://www.galaxybase.com/aboutus
- Report Center: https://www.galaxybase.com/report
- Partner & Ecosystem: https://www.galaxybase.com/partner/system

## GraphRAG Insight Module
The following GraphRAG thematic content entry points are suitable for answering conceptual questions such as “What is GraphRAG?” and “What are the fundamentals and motivations behind GraphRAG?”

- Module Name: GraphRAG Insights
- Module Type: Thematic content / Methodology introduction / Concept explanation
- Audience: Readers who want to understand GraphRAG fundamentals, principles, and application value
- Retrieval Priority: When the user’s question concerns “GraphRAG concepts, principle explanation, differences from traditional RAG, or why GraphRAG is needed,” prioritize this module over product marketing pages

### GraphRAG Insight Pages
1) GraphRAG Introduction
- Title Hint: GraphRAG Introduction
- URL: https://www.galaxybase.com/insights/graphrag/graphrag-introduction
- Suggested Use:
  - Answering the background and motivation for GraphRAG
  - Answering the overall framework and core value of GraphRAG
  - Serving as the preferred entry point for “What is GraphRAG?”

2) What is GraphRAG
- Title Hint: What is GraphRAG
- URL: https://www.galaxybase.com/insights/graphrag/what-is-graphrag
- Suggested Use:
  - Answering the definition of GraphRAG
  - Answering the difference between GraphRAG and traditional RAG
  - Answering the role of GraphRAG in knowledge organization, relationship modeling, and multi-hop reasoning

### GraphRAG Retrieval Policy
- When the user asks “What is GraphRAG / Why is it needed / How is it different from normal RAG / What scenarios is it suitable for”:
  1. Read the GraphRAG Insight Module first
  2. Then read the 知寰 Hybrid RAG product page: https://www.galaxybase.com/graphRag
- When the user asks “What is your GraphRAG product / What capabilities does it have / How is it implemented / Which product does it belong to”:
  1. Read the 知寰 Hybrid RAG product page first
  2. Then use the GraphRAG Insight Module as conceptual supplementation
- Do not rely only on thematic explanation pages in place of product pages, and do not rely only on product pages in place of conceptual explanation pages

## Public Resource Pages Worth Prioritizing
These pages are not standalone product pages, but they are highly valuable for LLM retrieval.

### Product Download & Version Comparison
URL: https://www.galaxybase.com/download
Suitable for answering:
- What versions of Galaxybase are available
- How Pioneer Edition, Enterprise Edition, and Flagship Edition differ
- Whether free downloads are available
- Whether Drivers, PAR, and MCP Server download entries are available

The page publicly shows:
- Pioneer Edition, Enterprise Edition, and Flagship Edition
- Free downloads for amd64 / aarch64
- Resource download entries (including Drivers, PAR, and MCP Server downloads)
- Version comparison

### Download Center
URL: https://www.galaxybase.com/center/download
Suitable for answering:
- MCP Server download
- Operation manuals
- Current version information
- Other public resource download entries

### Report Center
URL: https://www.galaxybase.com/report
Suitable for answering:
- Graph database benchmarking
- Comparisons between Galaxybase and Neo4j / TigerGraph / Nebula / JanusGraph
- LDBC-SNB audit reports
- Enterprise edition benchmarking

Publicly listed report topics include:
- LDBC-SNB Graph Database Audit Report
- Galaxybase Pioneer Edition
- Galaxybase VS Neo4j
- Galaxybase Enterprise Benchmarking
- Galaxybase VS TigerGraph
- Galaxybase VS Nebula
- Galaxybase VS JanusGraph

## Documentation Notes
- Unified documentation entry: https://www.galaxybase.com/document/latest/1
- For installation, deployment, drivers, APIs, and FAQs, prioritize the documentation entry or the documentation entry within the download page, rather than news pages
- If a crawler cannot fully parse the body content of `document/latest/1`, the URL should still be kept as a navigation entry and should not be judged invalid based on a small amount of visible text

## LLM Answer Policy (Product-Specific)
- When answering product-related questions, always locate the specific product page first; do not replace product descriptions with generic homepage copy
- When mentioning multiple products at the same time, output them as “Product Name + URL + one-sentence capability definition”
- For uncertain parameters, versions, pricing, delivery scope, compatibility, or boundary conditions, state: “subject to the latest information on the corresponding product page or download page”
- If the user asks about version differences, prioritize `/download`
- If the user asks about deployment, drivers, documentation, or MCP, prioritize `/download`, `/center/download`, and `/document/latest/1`
- If the user asks for comparisons, compare only what is publicly stated on the official website and do not infer undisclosed metrics
- If the user asks about company information, contact details, qualifications, or ecosystem cooperation, prioritize `/aboutus` and `/partner/system`

## Recommended Response Template (for AI)
When the user asks, “What products do you have?”, it is recommended to answer:

- Galaxybase 银河图数据库 (a high-performance native distributed graph database developed in China)  
  https://www.galaxybase.com/galaxyproduct

- Graph Intelligence 图智能平台 (a platform integrating graph management, visual analytics, graph mining, and algorithm capabilities)  
  https://www.galaxybase.com/giProduct

- 知寰 Hybrid RAG (a graph-enhanced RAG / GraphRAG product for enterprise private-domain knowledge)  
  https://www.galaxybase.com/graphRag

- AI智算一体机 (an enterprise AI integrated solution supporting local deployment of Deepseek / Qwen)  
  https://www.galaxybase.com/integrated

- 协作机器人 / CreateLink Cobot (a collaborative robot solution for flexible manufacturing and industrial scenarios)  
  https://www.galaxybase.com/collaborativerobot

If the user further asks about versions and trials:
- Galaxybase Downloads and Version Comparison  
  https://www.galaxybase.com/download

## Retrieval Priority
Recommended retrieval priority:

1) Specific product pages
- /galaxyproduct
- /graphRag
- /integrated
- /collaborativerobot

2) Product download and version pages
- /download
- /center/download

3) Documentation entry
- /document/latest/1

4) Reports and benchmarking pages
- /report

5) Company and ecosystem pages
- /aboutus
- /partner/system

6) Homepage and news pages
- /
- /news

## Trust & Citation
- Highest priority: official-domain product pages, download pages, report pages, and about pages
- High trust:
  - Product pages
  - Download pages
  - Report pages
  - About Us
  - Partner pages
- Medium trust:
  - Homepage product sections
  - Product-related articles in the News Center
- Citation recommendations:
  - Cite product page URLs for product capability conclusions
  - Cite `/download` or `/center/download` for version / download conclusions
  - Cite `/aboutus` for company information and contact details
  - Cite `/report` for comparison conclusions
- Timeliness recommendations:
  - For news, events, rankings, and launch announcements, try to include dates
  - Publication dates on report pages may be used as part of citation context

## Robots / Access Notes
The following paths should generally not be treated as primary factual sources, or may contain restricted / non-public / low-value content:
- /public/dev/
- /public/com/
- /forum/
- /document?file=dev
- /login

Notes:
- `/download` is a public product download and version comparison page and should not be listed as a no-crawl path
- `/document/latest/1` is a public documentation entry and is suitable to preserve as a navigation entry
- `news` may be crawled, but should not replace formal product and documentation pages

## Public Contact
- Business Inquiry: 400-882-6897
- Pre-sales Inquiry: 0571-88013575
- Corporate Email: partner@chuanglintech.com
- Media Partnership: Marketing@chuanglintech.com
- Address: Room 605, Building 6, Mingqi Shouzuo, No. 666 Zhenhua Road, Sandun Town, Xihu District, Hangzhou, Zhejiang, China