From Local LLM to Tool-Using Agent

This article demonstrates how to build a lightweight research agent by combining local LLMs like Gemma 4 with tools such as Ollama, OpenAI Agents SDK, and Tavily MCP. It provides a practical guide for integrating local models with external tools to create an agent capable of performing research tasks. The approach emphasizes accessibility and efficiency for developers.