Tag: LLM agents
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SkillOS: Adaptive Skill Curation for Self-Evolving AI Agents
Discover how SkillOS enhances AI agents with experience-driven skill curation, enabling self-evolution and improved task performance across domains.
NeuroAgent: Automated Multimodal Neuroimaging Analysis Tool
NeuroAgent uses LLMs to automate multimodal neuroimaging preprocessing and analysis, boosting accuracy and efficiency in Alzheimer's research.
PrefixGuard: Real-Time Failure Warning for LLM Agents
Discover PrefixGuard, a novel framework offering real-time failure warnings for LLM agents using trace-based monitoring and supervised training.
SkillRet Benchmark: Enhancing Skill Retrieval in LLM Agents
Discover SkillRet, a large-scale benchmark improving skill retrieval accuracy in LLM agents with fine-tuned models and extensive skill libraries.
Optimizing LLM Agents: Avoid Cross-Component Interference
Discover how fewer, well-chosen components in LLM agents outperform all-in setups by reducing cross-component interference for better task results.