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cs.CL2025
Doc2Agent: Scalable Generation of Tool-Using Agents from API Documentation
Xinyi Ni, Haonan Jian, Qiuyang Wang +2
REST APIs play important roles in enriching the action space of web agents, yet most API-based agents rely on curated and uniform toolsets that do not reflect the complexity of rea…
cs.CL2025
Multiple Abstraction Level Retrieve Augment Generation
Zheng Zheng, Xinyi Ni, Pengyu Hong
A Retrieval-Augmented Generation (RAG) model powered by a large language model (LLM) provides a faster and more cost-effective solution for adapting to new data and knowledge. It a…