elder-plinius/CL4R1T4S
CL4R1T4S is a project that provides transparency by collecting and sharing the hidden system prompts and guidelines used by major AI models and agents to promote trust and understanding of AI behavior.
Awesome AI Agents › LLM Research Repositories
luo-junyu/Awesome-Agent-Papers
The project "Awesome-Agent-Papers" is a comprehensive and up-to-date research collection focused on Large Language Model (LLM) agents. It serves as a curated repository of academic papers and surveys that explore various aspects of LLM agents, including their methodologies, applications, and challenges. The repository is organized into key categories such as agent construction, collaboration mechanisms, evolution, tools integration, security, benchmarks, and real-world applications. This structured taxonomy helps researchers and practitioners understand the rapidly evolving field of LLM agents by connecting different research threads and highlighting the principles behind agent design and emergent behaviors. The repository includes a detailed survey paper that provides an overview of the state-of-the-art in LLM agents, supported by statistical trends and visualizations like word clouds and publication distributions. It emphasizes the surge in research activity since 2023, reflecting the growing interest and advancements in this domain. The collection features a wide range of papers covering topics such as multi-agent collaboration frameworks, self-improving agents, integration with external tools and APIs, security concerns, evaluation benchmarks, and diverse applications in fields like medical decision-making, autonomous driving, software development, and biomedical discovery. By aggregating these resources, the project aims to bridge fragmented research efforts and foster a deeper understanding of LLM agents' capabilities and future directions. It also encourages community contributions and provides citation guidelines for academic use. Overall, this repository is a valuable resource for anyone interested in the development, deployment, and study of intelligent agents powered by large language models, offering insights into both theoretical foundations and practical implementations.
https://github.com/luo-junyu/Awesome-Agent-Papers
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