ESCARGOT: An AI Agent Leveraging Large Language Models, Dynamic Graph of Thoughts, and Biomedical Knowledge Graphs for Enhanced Reasoning academic.oup.com/bioinformati... #llms #graphofthoughts #escargot #bioinformatics #artificialintelligence
January 23, 2025 at 5:27 PM
ESCARGOT: An AI Agent Leveraging Large Language Models, Dynamic Graph of Thoughts, and Biomedical Knowledge Graphs for Enhanced Reasoning academic.oup.com/bioinformati... #llms #graphofthoughts #escargot #bioinformatics #artificialintelligence
In this new paper we address how to accurately query an ontology-based knowledgebase using LLMs with RAG & dynamic graph of thoughts. Blows ChatGPT out of the water academic.oup.com/bioinformati... #bioinformatics #llms #nlp #ontologies #graphs #graphdatabase #graphofthoughts #knowledge
ESCARGOT: An AI Agent Leveraging Large Language Models, Dynamic Graph of Thoughts, and Biomedical Knowledge Graphs for Enhanced Reasoning
AbstractMotivation. LLMs like GPT-4, despite their advancements, often produce hallucinations and struggle with integrating external knowledge effectively.
academic.oup.com
January 25, 2025 at 3:07 PM
In this new paper we address how to accurately query an ontology-based knowledgebase using LLMs with RAG & dynamic graph of thoughts. Blows ChatGPT out of the water academic.oup.com/bioinformati... #bioinformatics #llms #nlp #ontologies #graphs #graphdatabase #graphofthoughts #knowledge
Our paper on a novel agentic LLM approach for querying a biomedical knowledge graph has now been published in final form academic.oup.com/bioinformati... #bioinformatics #llms #graphofthoughts
ESCARGOT: an AI agent leveraging large language models, dynamic graph of thoughts, and biomedical knowledge graphs for enhanced reasoning
AbstractMotivation. LLMs like GPT-4, despite their advancements, often produce hallucinations and struggle with integrating external knowledge effectively.
academic.oup.com
March 3, 2025 at 5:35 PM
Our paper on a novel agentic LLM approach for querying a biomedical knowledge graph has now been published in final form academic.oup.com/bioinformati... #bioinformatics #llms #graphofthoughts
ESCARGOT: an AI agent leveraging large language models, dynamic graph of thoughts, and biomedical knowledge graphs for enhanced reasoning academic.oup.com/bioinformati... #artificialintelligence #graphofthoughts #agenticAI #knowledgegraphs
ESCARGOT: an AI agent leveraging large language models, dynamic graph of thoughts, and biomedical knowledge graphs for enhanced reasoning
AbstractMotivation. LLMs like GPT-4, despite their advancements, often produce hallucinations and struggle with integrating external knowledge effectively.
academic.oup.com
July 29, 2025 at 3:46 PM
ESCARGOT: an AI agent leveraging large language models, dynamic graph of thoughts, and biomedical knowledge graphs for enhanced reasoning academic.oup.com/bioinformati... #artificialintelligence #graphofthoughts #agenticAI #knowledgegraphs
Our new paper: Drug repurposing for Alzheimer’s disease using a graph-of-thoughts based large language model biodatamining.biomedcentral.com/articles/10.... #bioinformatics #llms #graphofthoughts #alzheimers #pharmacology #knowledgegraphs
Drug repurposing for Alzheimer’s disease using a graph-of-thoughts based large language model to infer drug-disease relationships in a comprehensive knowledge graph - BioData Mining
Drug repurposing (DR) offers a promising alternative to the high cost and low success rate of traditional drug development, especially for complex diseases like Alzheimer’s disease (AD). This study ad...
biodatamining.biomedcentral.com
August 8, 2025 at 1:43 PM
Our new paper: Drug repurposing for Alzheimer’s disease using a graph-of-thoughts based large language model biodatamining.biomedcentral.com/articles/10.... #bioinformatics #llms #graphofthoughts #alzheimers #pharmacology #knowledgegraphs
The RE‑GoT framework boosted RoboGen success by 32.25% and achieved 93.73% average on ManiSkill2, outperforming prior LLM‑based and expert‑crafted rewards. https://getnews.me/reward-evolution-with-graph-of-thoughts-advances-ai-driven-rl-rewards/ #reinforcementlearning #robotics #graphofthoughts
September 22, 2025 at 4:33 PM
The RE‑GoT framework boosted RoboGen success by 32.25% and achieved 93.73% average on ManiSkill2, outperforming prior LLM‑based and expert‑crafted rewards. https://getnews.me/reward-evolution-with-graph-of-thoughts-advances-ai-driven-rl-rewards/ #reinforcementlearning #robotics #graphofthoughts
ESCARGOT Proves Agentic AI Is the Future of Biomedical Research 🧠💡🧬 www.azoai.com/news/2025040... #AgenticAI #ArtificialIntelligence #BiomedicalResearch #Alzheimers #BigData #LLM #DeepLearning #PrecisionMedicine #OpenAccess #GraphOfThoughts
ESCARGOT Proves Agentic AI Is the Future of Biomedical Research
Agentic AI models, like ESCARGOT, represent a major leap beyond traditional AI by autonomously coordinating multiple AI agents to solve complex biomedical problems. In Alzheimer’s research, this model...
www.azoai.com
April 4, 2025 at 4:01 AM
ESCARGOT Proves Agentic AI Is the Future of Biomedical Research 🧠💡🧬 www.azoai.com/news/2025040... #AgenticAI #ArtificialIntelligence #BiomedicalResearch #Alzheimers #BigData #LLM #DeepLearning #PrecisionMedicine #OpenAccess #GraphOfThoughts