firecrawl-research-index

To find research papers for a literature review, this Skill uses semantic search to identify papers matching your query and expands results through structural analysis. It verifies relevance within the body text to ensure comprehensive academic literature retrieval.

Semantic expansion in academic paper retrieval broadens your initial search results by analyzing semantic connections and structural data. It helps gather a more comprehensive set of relevant research papers that address your specific topic.

To verify research paper relevance, this Skill performs in-body verification by checking the paper's content directly against your query. This ensures the retrieved academic papers genuinely address your research question.

Yes, you need access to Firecrawl's research APIs to search for academic papers. The Skill requires these dependencies to process semantic and structural data for retrieving and inspecting relevant research papers.

The best way to gather comprehensive research papers on a specific topic is using a combination of semantic search and structural expansion. This approach identifies initial matches and broadens the scope to include related academic literature.

Yes, you can read the full content of academic papers after retrieval. The Skill uses dependencies like inspect_paper and read_paper to verify relevance and process the structural data within the retrieved research documents.