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Data Collection on Steroids with AI Agents

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Data Collection on Steroids with AI Agents

How can you replace time-consuming manual analysis of hundreds of companies with your own AI agent? This article describes the creation of Golden Retriever — a solution that combines Python scripts and LLMs to efficiently collect, validate, and analyze data from websites and public registries. You’ll learn how to handle model hallucinations, extract financial data, and orchestrate the entire process. A practical look at how AI can significantly reduce manual workload — while still remaining under control.

20.1.2026 Matěj Matoušek

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