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[ { "role": "user", "content": "You are reviewing an internal operations log. Read the log below; a specific identifier is recorded in it that you will need.\n\n=== OPERATIONS LOG ===\nThe design team iterated on the onboarding flow based on recent usability sessions. Legal reviewed the updated terms and requ...
[{"type": "function", "function": {"name": "get_ticket_status", "description": "Fetch the status of a support ticket by id.", "parameters": {"type": "object", "properties": {"ticket_id": {"type": "string", "description": "Ticket id, e.g. TCK-90312"}}, "required": ["ticket_id"]}}}]
[ { "role": "user", "content": "You are reviewing an internal operations log. Read the log below; a specific identifier is recorded in it that you will need.\n\n=== OPERATIONS LOG ===\nThe design team iterated on the onboarding flow based on recent usability sessions. The quarterly review meeting covered the ...
[{"type": "function", "function": {"name": "get_order_details", "description": "Retrieve details for an order number.", "parameters": {"type": "object", "properties": {"order_no": {"type": "string", "description": "Order number, e.g. ORD-771204"}}, "required": ["order_no"]}}}]
[{"role":"user","content":"You are reviewing an internal operations log. Read the log below; a speci(...TRUNCATED)
"[{\"type\": \"function\", \"function\": {\"name\": \"get_order_details\", \"description\": \"Retrie(...TRUNCATED)
[{"role":"user","content":"You are reviewing an internal operations log. Read the log below; a speci(...TRUNCATED)
"[{\"type\": \"function\", \"function\": {\"name\": \"get_ticket_status\", \"description\": \"Fetch (...TRUNCATED)
[{"role":"user","content":"You are reviewing an internal operations log. Read the log below; a speci(...TRUNCATED)
"[{\"type\": \"function\", \"function\": {\"name\": \"get_order_details\", \"description\": \"Retrie(...TRUNCATED)
[{"role":"user","content":"You are reviewing an internal operations log. Read the log below; a speci(...TRUNCATED)
"[{\"type\": \"function\", \"function\": {\"name\": \"get_order_details\", \"description\": \"Retrie(...TRUNCATED)
[{"role":"user","content":"You are reviewing an internal operations log. Read the log below; a speci(...TRUNCATED)
"[{\"type\": \"function\", \"function\": {\"name\": \"get_ticket_status\", \"description\": \"Fetch (...TRUNCATED)
[{"role":"user","content":"You are reviewing an internal operations log. Read the log below; a speci(...TRUNCATED)
"[{\"type\": \"function\", \"function\": {\"name\": \"get_ticket_status\", \"description\": \"Fetch (...TRUNCATED)
[{"role":"user","content":"You are reviewing an internal operations log. Read the log below; a speci(...TRUNCATED)
"[{\"type\": \"function\", \"function\": {\"name\": \"get_order_details\", \"description\": \"Retrie(...TRUNCATED)
[{"role":"user","content":"You are reviewing an internal operations log. Read the log below; a speci(...TRUNCATED)
"[{\"type\": \"function\", \"function\": {\"name\": \"get_ticket_status\", \"description\": \"Fetch (...TRUNCATED)
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Keural Nova — tool-calling SFT slice (PRIVATE)

Tool-calling data used for Keural Nova v1.2. 17,337 rows: single-turn, multi-turn (call -> tool result -> final answer), negative (no-call), and long-context up to 32k tokens. Rendered as Qwen XML tool calls via ms-swift's native agent schema (tool_call/tool roles + per-row tools JSON string).

  • tooluse_short.jsonl — 14,337 rows (<= ~3.6k tokens)
  • tooluse_long32k.jsonl — 3,000 rows (8k–32k tokens)

Sources / licenses: glaiveai/glaive-function-calling-v2 (Apache-2.0) + NousResearch/hermes-function-calling-v1 (Apache-2.0), converted to Qwen XML; plus MKD-original Korean tool-use and synthetic long-context packaging. Released Apache-2.0.

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