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DeepSeek Integration

Proposed: Use DeepSeek via Delegate MCP for large data processing

Use Cases:

  1. DOCUMENT PROCESSING
  2. PDF/Word documents → structured KB entries
  3. DeepSeek handles extraction and formatting
  4. Results stored in KB with hierarchy

  5. TRAINING DATA GENERATION

  6. Raw content → Q&A pairs
  7. DeepSeek generates diverse question formats
  8. Quality filtering before training

  9. BATCH PROCESSING

  10. Handle large document dumps
  11. Parallel processing via Delegate
  12. Progress tracking and error handling

Architecture:

Documents → Delegate(DeepSeek) → Structured Data → KB ↓ Training Export → JSONL → Fine-tune

Benefit: Leverage specialized AI for data prep while keeping Nexus as the structured storage and training pipeline.

ID: 98aebadd
Path: Training Environment > DeepSeek Integration
Updated: 2025-12-03T20:22:15