在前几期的文章中,我们由浅入深地介绍了怎么用AgentScope构建一个带有@功能的对话、如何搭建一个简单的五子棋游戏,也带领大家一起构建了一个既能动态反思、也能动态决定如何调用工具的ReAct Agent。除了ReAct技术外,另一个能让智能体回答更靠谱、回答内容更切合场景的技术,就是检索增强生成(Retrieval Augmented Genera...
Deception through Recursive Contemplation Shenzhi Wang, Chang Liu, Zilong Zheng, Siyuan Qi, Shuo Chen, Qisen Yang, Andrew Zhao, Chaofei Wang, Shiji Song, Gao Huang 2023.10.2 Recent breakthroughs in large language models (LLMs) have brought remark- able success in the field of LLM-as-Agent....
encompassing the sequential steps of agent creation, perception, self-action, mutual interaction, and evolution. Drawing from an extensive body of prior research
A multiagent pursuit-evasion game involves guiding one group of agents (pursuers) to cooperate with each other to catch another group of agents (evaders). However, this game varies with the type of environment in which it is played (e.g., plane, grid, and graph), the knowledge of the...
Chat with retrieval (RAG) 2-agent RAG chat 0.1.112: OpenAIAssistant is a subclass of ChatAgent that leverages the new OpenAI Assistant API. It can be used as a drop-in replacement for ChatAgent, and relies on the Assistant API to maintain conversation state, and leverages persistent threads...
A multi-model database (MMDB) is designed to support multiple data models against a single, integrated back-end. Examples of data models include document,
XPath is a cyclic graph navigational query language that allows for single or branching path structure access with predicate content filtering used on an XML tree directed by a set of 13 axes navigational primitives. XPath partitions an XML document into four primary axes and a context node, such...
A relational database management system (RDBMS) for servicing query statements through one or more client machines. The RDBMS comprises a query interface adapted to receive query st
The reason for using these approaches as our baseline is that both LAKE and TSES used the keyphrase-based approach for their experiments, and we also have keyphrases as an important feature in our approach. The SRRank incorporates the semantic role information into the graph-based ranking algorit...
Monitoring the Earth’s surface and objects is important for many applications, such as managing natural resources, crop yield predictions, and natural hazard analysis. Remote sensing is one of the most efficient and cost-effective solutions for analyzin