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AI Technology

Grounded
AI Mentor

Every answer begins with evidence.

Unlike general-purpose AI, the QiniusWay Mentor does not rely on memory alone. Every response is grounded in verified Traditional Chinese Medicine sources, retrieved in real time, analyzed, and presented with references you can inspect yourself.

Try the MentorSee how it works

Why Traditional AI Isn't Enough

General AI is remarkable. But medicine demands something different.

When studying Traditional Chinese Medicine, accuracy matters more than fluency. An answer that sounds convincing but cannot be verified creates uncertainty instead of knowledge.

That is why QiniusWay follows a fundamentally different approach.

Medicine requires evidence, not confidence.

How Every Answer Is Created

Before the Mentor answers, it retrieves, evaluates and organizes relevant knowledge from the QiniusWay corpus.

1. Question

Ask anything, in any language.

2. Intent Analysis

The AI understands the meaning behind your question.

3. Semantic Search

Searches the knowledge base by meaning, not keywords.

4. Knowledge Connections

Connects related concepts, patterns, formulas and sources.

5. Context Builder

Builds the most relevant context from verified sources.

6. Reasoning

The AI reasons only with the provided evidence.

7. Answer & References

You get the answer with full citations you can verify.

  1. 1. Question

    Ask anything, in any language.

  2. 2. Intent Analysis

    The AI understands the meaning behind your question.

  3. 3. Semantic Search

    Searches the knowledge base by meaning, not keywords.

  4. 4. Knowledge Connections

    Connects related concepts, patterns, formulas and sources.

  5. 5. Context Builder

    Builds the most relevant context from verified sources.

  6. 6. Reasoning

    The AI reasons only with the provided evidence.

  7. 7. Answer & References

    You get the answer with full citations you can verify.

See It in Action

Watch how the Mentor thinks before giving you an answer.

How is insomnia described through different TCM pattern frameworks?
Analyzing your question…

Built For Students Of TCM

Evidence First

Every answer is based on verified classical and modern sources.

Transparent Sources

See exactly where the knowledge comes from — always.

Designed for Medicine

Created specifically for Traditional Chinese Medicine.

Continuously Updated

Our knowledge corpus grows and evolves over time.

Multi-language

Ask in your language. Learn without boundaries.

Human-Guided

Shaped by TCM practitioners, educators and technologists.

Technologies We Use

RAG

Retrieval-Augmented Generation ensures facts come first.

Vector Search

Finds knowledge by meaning, not just keywords.

Knowledge Connections

Connects concepts into a living network of understanding.

Hybrid Search

Combines semantic and keyword search for maximum accuracy.

Citation Engine

Every answer includes references you can trust and verify.

Conversation Memory

Remembers context to support deeper, more natural conversations.

Knowledge is powerful.
Verified knowledge transforms learning.

Explore Traditional Chinese Medicine with an AI Mentor that retrieves verified knowledge before every answer.

Start Learning

QiniusWay AI Mentor is an educational tool. It does not provide medical diagnosis, treatment or emergency advice. Clinical decisions should be made by qualified healthcare professionals.

QiniusWay — TCM Academy

Learn Traditional Chinese Medicine by practice — grounded in verified texts, guided by an AI mentor.

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