# ThinKM — A unified knowledge base for the whole product suite

> ThinKM is a unified knowledge base by ThinkAlike built on Dify, offering document parsing, hybrid retrieval (RAG), knowledge graphs and permission isolation. Available as single-tenant SaaS and per-instance SN-licensed on-prem, it links with ThinSpider and ThinkWork and points models to ThinkMaaS.

- Product: ThinKM / ThinKM
- Brand: ThinkAlike (Beijing ThinkAlike Technology Co., Ltd.)
- Trial: https://thinkm.thinkalike.com.cn
- Page: https://thinkalike.com.cn/en/thinkm.html

## Core capabilities
- **Document ingest** — Structure-aware parsing, chunking and vectorization across formats to build a high-quality corpus.
- **Hybrid retrieval** — Keyword + vector + rerank hybrid retrieval balances precision and semantics with traceable citations.
- **Knowledge graph** — Entities and relations grow a graph for associative reasoning and structured QA.
- **Multi-way recall** — Multi-strategy recall and fusion ranking improve hits on long-tail, complex questions.
- **Permission isolation** — Single-tenant form and fine-grained permissions keep knowledge boundaries clear and access controlled.
- **SaaS + on-prem** — Both self-operated SaaS subscription and per-instance SN-licensed on-prem for air-gapped use.

## Highlights
### Askable, trustworthy, traceable knowledge
A Dify-based RAG pipeline: hybrid retrieval and multi-way recall raise hit rates while every answer cites its source — no fabrication.

### One knowledge shared across the suite
As the unified knowledge layer, ThinKM links ThinSpider collection, the ThinkWork bench and ThinkDE employees, pointing models to ThinkMaaS — maintain once, effective everywhere.

## Use cases
Enterprise knowledge hub · Policy & document QA · Product library · Research KB · On-prem knowledge layer

## FAQ
**What is ThinKM?**

ThinKM is a <b>unified knowledge base</b> by ThinkAlike built on Dify, offering parsing, hybrid retrieval, knowledge graphs and permission isolation for the whole suite.

**SaaS or on-prem?**

Both: <b>single-tenant SaaS subscription</b> and <b>per-instance SN-licensed on-prem</b> for air-gapped deployment.

**How does it link with other products?**

It is the knowledge layer linked with <b>ThinSpider</b>, <b>ThinkWork</b> and ThinkDE employees, pointing models to <b>ThinkMaaS</b>.

**How do I try it?**

Visit https://thinkm.thinkalike.com.cn for a trial, or contact us for on-premises deployment.