Xiaohongshu Tech REDtech
Nov 20, 2025 · Artificial Intelligence
How DeepAgent Achieves End‑to‑End Reasoning with 16,000+ Scalable Tools
DeepAgent is a new end‑to‑end reasoning agent that unifies autonomous thinking, dynamic tool search, and execution, handling over 16,000 real APIs, supporting embodied environments and research assistance, and achieving state‑of‑the‑art results across multiple benchmarks through its unified reasoning core, memory‑folding mechanisms, structured memory, and the ToolPO training framework.
AI agentsTool Integrationdeep reasoning
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