MCP - RAG & Self-Evolve Agent ALITA
ALITA: Unscripted Agent Evolution with MCP tool box. In addition: RAG-MCP paper.
Self-evolving Agent w/ MCP tools
All rights w/ authors:
ALITA: GENERALIST AGENT ENABLING SCALABLE AGENTIC REASONING WITH MINIMAL PREDEFINITION AND MAXIMAL SELF-EVOLUTION
Jiahao Qiu 1, Xuan Qi 2, Tongcheng Zhang 3, Xinzhe Juan 3,4, Jiacheng Guo 1, Yifu Lu 1, Yimin Wang 3,4, Zixin Yao 1,
Qihan Ren 3, Xun Jiang 5, Xing Zhou 5, Dongrui Liu 3, Ling Yang 1, Yue Wu 1, Kaixuan Huang 1, Shilong Liu 1,
Hongru Wang 6, Mengdi Wang 1
from
1 AI Lab, Princeton University
2 IIIS, Tsinghua University
3 Shanghai Jiao Tong University
4 University of Michigan
5 Tianqiao and Chrissy Chen Institute
6 The Chinese University of Hong Kong
RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation
Tiantian Gan 1,2 and Qiyao Sun 1,2
from
1 Beijing University of Post and Communications, Beijing, China
2 Queen Mary University of London, London, UK
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