QQENV CORE

Private Environmental Knowledge Base

A customized open-source knowledge base, preloaded with Chinese national and sector environmental standards, plus your own procedures, reports and records. Installed on your server or private network. Every answer cites its source.

Private deploymentPreloaded standardsCited answers

CAPABILITIES

Product capabilities

Standards change often and files sit on individual computers. General chatbots invent clauses and cannot receive confidential reports.

01

Preloaded standards library

Current national and sector environmental standards, filtered to your scope, with sources; withdrawn standards are flagged.

02

Your own documents

Procedures, work instructions, test reports and O&M records, with file and page references and per-department access.

03

Questions and document review

Ask about limits and methods, or upload a file to list differences against a standard or template. Missing evidence is stated, never invented.

04

Deployment and models

Runs on your server or private network, with a locally hosted open-source model or, with your written consent, a domestic model service.

INPUT

What you provide

  • Standards scope and internal documents
  • Server conditions and whether external models are allowed
  • Main users, typical questions and acceptance method

OUTPUT

What you receive

  • Installed system and admin console
  • Document inventory and standard versions
  • Accounts, permissions and training
  • Maintenance and standards updates

QUESTIONS & ANSWERS

Frequently asked questions

Read the related guide
Do we need an expensive server?

Not necessarily. Small document sets and teams run on an ordinary server; a GPU is only needed for local large models.

Will our documents leave our network?

It can run fully on-premises. If an external model is used, what is sent and where is agreed in writing first.

Can we see it before deciding?

Yes. We can demonstrate on site with a few of your redacted files; trial arrangements are agreed case by case.

Usage conditions and professional review

Built on an MIT-licensed open-source framework, with original notices retained. Answers support lookup and checking; your professionals confirm conclusions. Private hosting is not a security certification.

LET’S TALK

Tell us about your project.

Need technical response verification, evidence gap audits, or bid proposal support? Let’s discuss your project.

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