Results for “information-retrieval”

Retrieves and answers questions from a local knowledge base directory by navigating hierarchical index files, then progressively searching Markdown, PDF, and Excel files using grep, Read, pdfplumber, and pandas.

Search and retrieve academic papers from arXiv via their REST API, including citation data from Semantic Scholar.

Answers factual questions by searching the web, fetching primary sources, and cross-checking claims before citing them.

Look up current research and scientific information across three backends: fast web search, deep multi-source synthesis, and scholarly paper searches. Automatically routes each query to the best backend and saves every result for reproducible citation.

Search the web, extract URL content, enrich datasets with web-sourced fields, and run deep research reports, prioritizing academic and scientific sources.

Search the web and extract content from URLs using Exa, with support for academic and scientific sources.

Research companies, industries, or competitor sets using web search and seven analytical lenses to produce structured intelligence for downstream product management tasks.

Query documented public database APIs with explicit endpoints, filters, pagination, and provenance for reproducible retrieval of scientific, regulatory, or financial facts.

Search 10 academic literature APIs for papers, preprints, citations, and open-access full text with reproducible provenance.

Search the web and fetch content from URLs, returning LLM-friendly markdown.

Searches the web and optionally extracts full page content, returning results as JSON files.

Retrieve deterministic search results, metadata, and full-document Markdown from arXiv, PubMed/PMC, and US policy corpora with daily freshness checks.