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Description
Problem
Current large query results are sent entirely to LLMs, causing:
- Token waste
- Performance issues
- No reusable outputs for downstream workflows
Solution
Add export_to_json
tool that:
- Streams results directly to filesystem
- Returns only minimal metadata to LLM:
{ "success": true, "file_path": "/exports/query_12345.json", "count": 15000, "sample": [first_3_docs] }
- Preserves data for:
- Visualization tools
- Subsequent MCP processing
- Human verification
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