4 papers
AgriAgent: Contract-Driven Planning and Capability-Aware Tool Orchestration in Real-World Agriculture
Bo Yang, Yu Zhang, Yunkui Chen +4
Intelligent agent systems in real-world agricultural scenarios must handle diverse tasks under multimodal inputs, ranging from lightweight information understanding to complex mult…
AgriGPT-Omni: A Unified Speech-Vision-Text Framework for Multilingual Agricultural Intelligence
Bo Yang, Lanfei Feng, Yunkui Chen +5
Despite rapid advances in multimodal large language models, agricultural applications remain constrained by the lack of multilingual speech data, unified multimodal architectures,…
AgriGPT-VL: Agricultural Vision-Language Understanding Suite
Bo Yang, Yunkui Chen, Lanfei Feng +8
Despite rapid advances in multimodal large language models, agricultural applications remain constrained by the scarcity of domain-tailored models, curated vision-language corpora,…
AgriGPT: a Large Language Model Ecosystem for Agriculture
Bo Yang, Yu Zhang, Lanfei Feng +10
Despite the rapid progress of Large Language Models (LLMs), their application in agriculture remains limited due to the lack of domain-specific models, curated datasets, and robust…