Building a deep research agent with koog: Giving your agent memory and real tools

📰 Medium · Machine Learning

Learn to build a deep research agent with memory and real tools using koog, enabling your agent to perform complex tasks

advanced Published 23 Apr 2026

Action Steps

Build a basic agent using koog
Implement memory functionality to store and retrieve information
Integrate real tools to enhance the agent's capabilities
Configure the agent's strategy and personality
Test and refine the agent's performance

Who Needs to Know This

Machine learning engineers and researchers can benefit from this article to improve their agent's capabilities, while product managers can utilize this technology to enhance their products

Key Insight

💡 Giving your agent memory and real tools can significantly enhance its performance and capabilities