Hugging Face’s SmolAgents framework provides a lightweight and efficient way to build AI agents that leverage tools like web search […]
Category: agentic AI
Agentic AI vs. AI Agents: A Technical Deep Dive
Artificial intelligence has evolved from simple rule-based systems into sophisticated, autonomous entities that perform complex tasks. Two terms that often […]
Defog AI Open Sources Introspect: MIT-Licensed Deep-Research for Your Internal Data
Modern enterprises face a myriad of challenges when it comes to internal data research. Data today is scattered across various […]
Building a Collaborative AI Workflow: Multi-Agent Summarization with CrewAI, crewai-tools, and Hugging Face Transformers
CrewAI is an open-source framework for orchestrating autonomous AI agents in a team. It allows you to create an AI […]
Researchers from UCLA, UC Merced and Adobe propose METAL: A Multi-Agent Framework that Divides the Task of Chart Generation into the Iterative Collaboration among Specialized Agents
Creating charts that accurately reflect complex data remains a nuanced challenge in today’s data visualization landscape. Often, the task involves […]
A-MEM: A Novel Agentic Memory System for LLM Agents that Enables Dynamic Memory Structuring without Relying on Static, Predetermined Memory Operations
Current memory systems for large language model (LLM) agents often struggle with rigidity and a lack of dynamic organization. Traditional […]
Meet AI Co-Scientist: A Multi-Agent System Powered by Gemini 2.0 for Accelerating Scientific Discovery
Biomedical researchers face a significant dilemma in their quest for scientific breakthroughs. The increasing complexity of biomedical topics demands deep, […]
Google AI Introduces PlanGEN: A Multi-Agent AI Framework Designed to Enhance Planning and Reasoning in LLMs through Constraint-Guided Iterative Verification and Adaptive Algorithm Selection
Large language models have made remarkable strides in natural language processing, yet they still encounter difficulties when addressing complex planning […]
Convergence Releases Proxy Lite: A Mini, Open-Weights Version of Proxy Assistant Performing Pretty Well on UI Navigation Tasks
In today’s digital landscape, automating interactions with web content remains a nuanced challenge. Many existing solutions are resource-intensive and tailored […]
Perplexity wants to reinvent the web browser with AI—but there’s fierce competition
It has recently been expanding its offerings—for example, it recently launched a deep research tool competing with similar ones provided […]