CrewAI is an open-source framework for orchestrating autonomous AI agents in a team. It allows you to create an AI “crew” where each agent has a specific role and goal and works together to accomplish complex tasks. In a CrewAI system, multiple agents can collaborate, share information, and coordinate their actions toward a common objective.… →
Encoder models like BERT and RoBERTa have long been cornerstones of natural language processing (NLP), powering tasks such as text classification, retrieval, and toxicity detection. However, while decoder-based large language models (LLMs) like GPT and LLaMA have evolved rapidly—incorporating architectural innovations, larger datasets, and extended context windows—encoders have stagnated. Despite their critical role in embedding-dependent… →
LLMs face challenges in continual learning due to the limitations of parametric knowledge retention, leading to the widespread adoption of RAG as a solution. RAG enables models to access new information without modifying their internal parameters, making it a practical approach for real-time adaptation. However, traditional RAG frameworks rely heavily on vector retrieval, which limits… →
In March 2024, ponatinib received accelerated FDA approval for the treatment of newly diagnosed Philadelphia chromosome-positive acute lymphoblastic leukemia (Ph + ALL) in combination with chemotherapy based on the Phase 3 PhALLCON study (NCT03589326), which demonstrated a higher rate of minimal residual disease (MRD)-negative complete remission (CR) at the end of induction (EOI) with ponatinib… →
INTRODUCTION: Chlorophyllin (CHL) effectively decreases the side effects of radiotherapy (RT) by scavenging radiation-induced free radicals and reactive oxygen species in preclinical trials. This study aims to assess the efficacy of oral CHL for the treatment of brain radionecrosis in patients with diffuse glioma. →
CONCLUSIONS: Integrating traditional care with the modern healthcare system significantly increased TB case detection in high-burden settings. This approach not only enhances current TB control strategies but also has potential applications in managing other chronic diseases in resource-limited areas. Future research should evaluate the cost-effectiveness, scalability, and sustainability of this integrative model. Trial registration Unique… →
BACKGROUND: Hypertension presents as a modifiable risk factor for cardiovascular diseases, with approximately two-thirds of the global hypertensive population concentrated in low- and middle-income nations. Sarpagandha Mishran is an Ayurveda intervention utilized for the management of hypertension. The objective of the study is to assess the clinical efficacy and safety of Sarpgandha Mishran in the… →