Learn how AI-powered search lets you find content inside research papers. Scholaris indexes full content with semantic embeddings for meaning-based search.
The Problem with Traditional Research Paper Search
Managing and searching through research papers is the central challenge of academic work. Students and researchers accumulate hundreds of PDFs in chaotic folder structures, losing track of which papers contain which arguments. Traditional tools like file system search or basic PDF viewers only match exact text, missing semantic connections. Reference managers like Zotero and Mendeley organize metadata but do not index or search the full text content of your papers.
How AI Search Works
AI-powered research paper search goes beyond keywords. It understands the meaning of your query and matches it against the meaning of content in your papers. When you search for "effects of sleep deprivation on memory consolidation," it finds papers discussing this topic even if they use completely different terminology. The AI also understands academic document structure -- abstracts, methods, results, discussion -- allowing you to search within specific sections.
Step-by-Step Workflow
1. **Build your library** -- Upload research papers (PDFs) individually or in bulk.
2. **Automatic metadata extraction** -- Scholaris extracts titles, authors, journals, DOIs, and dates.
3. **Full-text indexing** -- Every page is OCR-processed (if needed) and semantically indexed.
4. **Semantic search** -- Search by question, topic, or concept across all papers.
5. **Find connections** -- Discover thematic connections between papers you might have missed.
6. **Generate citations** -- Export references in any citation style directly from search results.
Scholaris Capabilities
Scholaris is built specifically for academic research paper management:
- **AI metadata extraction**: Automatically identify title, authors, journal, DOI, and publication date from the paper itself.
- **Full-text semantic search**: Search the complete content of all your papers, not just titles and abstracts.
- **Cross-paper discovery**: Find related passages across different papers in your library.
- **OCR for scanned papers**: Handle older or scanned research papers that are not natively text-searchable.
- **Citation generation**: Generate BibTeX, APA, MLA, Chicago, and other formats.
- **Library organization**: Group papers by project, topic, or course.
Frequently Asked Questions
How is Scholaris different from Zotero or Mendeley?
Zotero and Mendeley primarily manage metadata and organize references. Scholaris goes further by indexing the full text of your papers with AI, enabling semantic search across content. Think of it as a search engine for your personal research library.
Can Scholaris extract citations from a paper's reference list?
Scholaris extracts metadata from the paper itself (title, authors, DOI). Full reference list extraction is planned for a future update.
Does Scholaris work offline?
Yes. All processing happens locally on your machine. You do not need an internet connection to search, organize, or cite your papers.
Search inside any document with AI
Scholaris uses AI-powered semantic search to find answers across PDFs, videos, audio, and more — all running locally on your machine.