LLM-Blender-Agent enables developers to build modular, multi-agent AI systems by wrapping LLMs into collaborative agents. Each agent can access tools like Python execution, web scraping, SQL databases, and external APIs. The framework handles conversation memory, step-by-step reasoning, and tool orchestration, allowing tasks such as report generation, data analysis, automated research, and workflow automation. Built on top of LangChain, it’s lightweight, extensible, and works with GPT-3.5, GPT-4, and other LLMs.