Agent-Based Modeling

Swarm Lightweight Multi-Agent Orchestration Guide: Code Implementation for Scalable and Dynamic Workflows

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Swarm Lightweight Multi-Agent Orchestration Guide: Code Implementation for Scalable and Dynamic Workflows

Swarm is an innovative open-source framework designed to explore the orchestration and coordination of multi-agent systems. Developed and maintained by the OpenAI Solutions team, it provides developers with a lightweight, ergonomic, and educational environment for learning and experimenting with agent-based systems. The core design goal of Swarm is to facilitate interaction among autonomous agents (i.e., … Read more

Running Phi-4 Model with Ollama and Python Calls

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Running Phi-4 Model with Ollama and Python Calls

## Install Ollama Select the appropriate installation method based on your operating system, taking Linux CentOS as an example. Use the command `curl -fsSL https://ollama.com/install.sh | sh` to install (requires sudo privileges). After installation, you can verify if it was successful by running `ollama –version`. ### Start Ollama After successful installation, start the Ollama service … Read more

Analyzing Social Concept Differentiation Under Generative AI

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Analyzing Social Concept Differentiation Under Generative AI

Author Introduction Liang Yucheng, Professor and PhD Supervisor at the School of Sociology and Anthropology, Sun Yat-sen University, Distinguished Professor of the Changjiang Scholars Program. Ma Yukun (Corresponding Author), PhD student at the School of Sociology and Anthropology, Sun Yat-sen University, Email: [email protected] 1. Differentiation of Social Concepts in the Digital Age: “Multicentralization” The emergence … Read more