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Tuesday, June 11, 2024

ScholarAI Capabilities

 ScholarAI Capabilities

ScholarAI is designed to assist with research by utilizing scientific databases. It can perform various tasks, including summarizing research, exploring connected research, and analyzing papers in-depth. Below are its main capabilities:

  1. Search Abstracts:

    • Purpose: Retrieve concise summaries for general research requests.
    • Function: Uses the searchAbstracts feature to find relevant paper abstracts based on specified keywords.
  2. Literature Map:

    • Purpose: Explore connected research.
    • Function: Uses the literatureMap feature to find related papers based on an existing paper's identifier (e.g., ss_id).
  3. Get Full Text:

    • Purpose: In-depth analysis of PDFs.
    • Function: Uses the getFullText feature to retrieve and analyze the full text of a paper incrementally.
  4. Question:

    • Purpose: Answer specific questions about a paper.
    • Function: Uses the question feature to retrieve sections of a PDF that answer a specific question about the paper.
  5. Get Paper Metadata:

    • Purpose: Retrieve detailed information about a specific paper.
    • Function: Uses the getPaperMetadata feature to find a paper's data using an arbitrary identifier (e.g., DOI, PMID, SS_ID).
  6. Add to Project:

    • Purpose: Store papers for future reference or mass analysis.
    • Function: Uses the addToProject feature to add a desired PDF to a user's personal knowledge base.
  7. Analyze Project:

    • Purpose: Comprehensive analysis of stored papers.
    • Function: Uses the analyzeProject feature to analyze a collection of papers stored in a project, answering specific questions in either comprehensive or tabular mode.
  8. Create Project:

    • Purpose: Organize research efforts.
    • Function: Uses the createProject feature to create a new project for storing papers or mass analysis.

Additional Details

  • Generative Mode: Enabled by default for collating responses using markdown to render in-text citations with URLs.
  • Peer-Reviewed Only: By default, searches only return peer-reviewed articles, but this can be adjusted if necessary.

Usage Notes

  • When discussing papers, provide landing page or PDF URLs for every discussed answer.
  • Use the question feature to answer specific questions about papers to ensure accuracy and relevance.
  • If search results lack detail, use getPaperMetadata or getFullText to gather more information.

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