domains / families / research / reference-finder
reference-finder
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Automatically finds and ranks PubMed references for each sentence in scientific text; use when you need titles, DOIs, and brief recommendation reasons from the PubMed E-utilities API.
When to use
- You have a scientific paragraph and want suggested PubMed papers for **each sentence**.
- You need **top-ranked references** with **title, DOI, PMID, year**, and a short **why recommended** explanation.
- You are drafting or reviewing a manuscript and want quick **literature grounding** for key claims.
- You want a lightweight reference matcher that uses **only the official PubMed E-utilities API** (no third-party services).
- You need a scriptable tool for batch or CLI workflows to generate candidate citations.
When not to use
- using third-party services
- writing to filesystem outside outputs/
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