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How to implement a DeepSeek-based intelligent knowledge base in an on-premises system?

2025-09-10 1.6 K

System Integration Program

Building an enterprise knowledge base with the NoneBot DeepSeek plugin requires a three-phase implementation:

1. Basic access

  • utilizationpip install nonebot-plugin-deepseekInstallation of plug-ins
  • configuredeepseek__api_keyExclusive keys for businesses
  • set upenable_models: ["deepseek-doc-qa"]Document Question and Answer Model (DQAM)

2. Knowledge infusion

  • Convert corporate documents to Markdown format
  • pass (a bill or inspection etc)/ds --upload manual.mdUploading knowledge files
  • utilization--trainParameters regularly update model cognition

3. Scenario-based deployment

Typical application patterns:
- Nail/Enterprise Microbot Docking
- Work Order System Intelligent Response
- Internal WIKI Search Engine Enhancement
- Newcomer training question-and-answer system

caveat

Sensitive data needs to be enabled for the private deployment version, which can be accessed through thedeepseek__api_baseConfigure local model endpoints.

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