How to Design a Swiss Army Knife Research Agent with Tool-Using AI, Web Search, PDF Analysis, Vision, and Automated Reporting

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Ali Nemati
Feb 2033 sec read22 views

This article outlines a comprehensive approach to designing an advanced research assistant using AI tools that can perform web searches, analyze PDF documents and images, conduct visual analysis of figures, and generate detailed reports in both Markdown and DOCX formats. The process involves creating explicit tools for each task, ensuring the agent operates through disciplined prompting and step-by-step execution. By emphasizing evaluation, evidence gathering, and awareness of potential failure modes, this research assistant provides a practical blueprint for developing reliable AI systems suitable for real-world applications.

Read the full article at MarkTechPost


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