Proposed: Use DeepSeek via Delegate MCP for large data processing
Use Cases:
- DOCUMENT PROCESSING
- PDF/Word documents → structured KB entries
- DeepSeek handles extraction and formatting
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Results stored in KB with hierarchy
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TRAINING DATA GENERATION
- Raw content → Q&A pairs
- DeepSeek generates diverse question formats
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Quality filtering before training
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BATCH PROCESSING
- Handle large document dumps
- Parallel processing via Delegate
- 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.