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

📰 Medium · AI

Learn to build a deep research agent with memory and real tools using koog, enhancing its capabilities beyond basic tasks

intermediate Published 23 Apr 2026
Action Steps
  1. Build a basic agent using koog
  2. Implement memory functionality to store and retrieve information
  3. Integrate real tools to enhance agent capabilities
  4. Configure a custom strategy for the agent
  5. Test and refine the agent's performance
Who Needs to Know This

AI engineers and researchers can benefit from this article to create more advanced and capable agents, while product managers can explore new applications for such agents

Key Insight

💡 Enhancing an agent with memory and real tools can significantly improve its research capabilities

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Build a deep research agent with koog and give it memory & real tools! #AI #koog
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