cyberneticlibrary

Search technical and scientific content

exa-searchskillsetup L227,559
K-Dense-AI/scientific-agent-skills
What it does

Search the web using Exa semantic search API with NLP

Best for

Finding technical references, research papers, and blog posts when keyword search is too literal.

Inputs
  • · natural language query
  • · optional: domain filters, content type filters
Outputs
  • · ranked search results with relevance scores
  • · full-page content snippets
Requires
  • · Exa API (exa.ai)
  • · API key authentication
Preconditions

Exa account with API key; query specificity improves results

Failure modes

API rate limits on free tier; semantic search may miss exact-match results; content extraction hits paywalls

Trust signals
  • · Semantic (NLP) ranking
  • · Content type and domain filtering
  • · Full-page extraction