How DeepSeek AI Integration Works:

• Dual Implementation Paths:

  • Direct API integration with DeepSeek Chat V3 using standard HTTP requests
  • Local deployment via Ollama for DeepSeek-R1 reasoning capabilities
  • Both methods use the same workflow with simple configuration changes

• Intelligent Conversation Management:

  • Window buffer memory maintains context across interactions
  • Customizable system prompts for domain-specific knowledge
  • Error handling with automatic retries for resilient operations

• Deployment Flexibility:

  • Cloud-based for immediate startup with minimal infrastructure
  • On-premises options for data-sensitive industries
  • Hybrid approaches for balanced security and performance