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量身定做提示工程

  • Virtual Scientists provides AI Agents simulating expert researchers in physics, chemistry, biology, and more for scientific Q&A and exploration.
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    What is Virtual Scientists?
    Virtual Scientists leverages GPT-based language models to create specialized AI Agents that replicate expert scientists across various fields. Each virtual researcher is configured with tailored prompt engineering to provide accurate, context-aware answers, propose experimental protocols, interpret scientific data, and generate insights. Users select a scientific persona, input their questions or project details, and receive detailed, discipline-specific guidance supported by references and reasoning for educational or research purposes. The platform is hosted on GitHub Pages and is fully open-source. The codebase supports easy customization and extension of new scientific personas by modifying JSON configuration files. Ideal for collaborative research, teaching demonstrations, or personal study, Virtual Scientists bridges the gap between AI language models and practical scientific problem-solving by offering a dynamic, interactive environment for exploring complex topics with expert-like guidance.
    Virtual Scientists Core Features
    • Persona-driven expert chat
    • Experiment design assistance
    • Scientific data interpretation
    • Hypothesis generation
    • Tailored prompt engineering
    • Open-source customization
    Virtual Scientists Pro & Cons

    The Cons

    No direct mention of user interface or ease of use for non-expert users.
    Potentially high computational cost due to multi-agent interactions and GPT-4o API usage.
    Limited details on deployment or integration possibilities in real-world scientific workflows.

    The Pros

    Innovative multi-agent framework that better simulates human scientific collaboration.
    Outperforms existing methods in generating novel scientific ideas.
    Systematic experimentation validates key factors influencing idea novelty and quality.
    Openly available code and datasets for reproducibility and further research.
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