新闻
ReTrace: Distilling Tool-Using Agents into Planner-Free Workflows
arXiv cs.AI · 发布于 · 阅读约1分钟
30秒读懂
- 发生了什么
- ReTrace converts LLM agent workflows into code-driven executable workflows by extracting decision rules from agent reasoning logs, reducing cost and latency.
- 为何重要
- Matters for engineers automating repetitive business processes at scale where LLM call costs and latency are production concerns.
- 注意
- ReTrace workflows achieve 93.8% completion versus agent's 96.8% on production tasks, indicating a tradeoff between efficiency gains and reduced reliability.
- agent
- llm
- language model
- reasoning
- distill
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