// Use when the user wants to rebuild or refresh ScholarAIO keyword, full-text, FTS5, FAISS, or semantic search indexes after data or metadata changes.
Use when the user wants to find academic papers, search the local library, run keyword or semantic search, search by author, explore topics, or federate across library, explore databases, and arXiv.
Use when the user wants to import papers from Endnote XML/RIS, Zotero Web API or local SQLite, attach PDFs, match PDFs to records, or supplement records with PDF content.
Use when the user wants to process new papers, patents, theses, documents, or proceedings from inbox queues into the knowledge base, run the ingest pipeline, or rebuild indexes.
Use when the user wants diagrams, flowcharts, architecture visuals, data relationships, timelines, concept maps, Mermaid, Graphviz, drawio, or polished paper figures generated from structured text or IR.
Use when the user wants to install, configure, diagnose, or troubleshoot ScholarAIO, including setup check, dependency status, API keys, and bilingual setup flow.
Use when the user wants Paper2Any-based paper-to-figure, PPT, poster, video, citation, rebuttal, DrawIO, mindmap, image, PDF-to-PPT, or KB workflows through the ScholarAIO Paper2Any MCP sidecar.
| name | index |
| description | Use when the user wants to rebuild or refresh ScholarAIO keyword, full-text, FTS5, FAISS, or semantic search indexes after data or metadata changes. |
重建 FTS5 全文检索索引或 FAISS 语义向量索引。
更新 FTS5 全文索引（增量）：
scholaraio index
重建 FTS5 全文索引：
scholaraio index --rebuild
更新证据片段索引（增量）：
scholaraio index --chunks
重建证据片段索引：
scholaraio index --chunks --rebuild
更新语义向量索引（增量）：
scholaraio embed
重建语义向量索引：
scholaraio embed --rebuild
两者都更新：
scholaraio pipeline reindex
用户说："重建索引"
→ 执行 pipeline reindex
用户说："只重建全文索引"
→ 执行 index --rebuild
用户说："重建证据片段索引" 或 "让搜索能定位到原文行号"
→ 执行 index --chunks --rebuild
用户说："更新向量"
→ 执行 embed