literature-discovery

Search a papers corpus by providing a defined QUERY, IDEA_NOTE, or CITEKEYS to direct the RAG search. The workflow identifies relevant methods, parameter ranges, and validation plots to support your research idea.

Curate a literature shortlist by running the discovery workflow, which generates a note detailing summaries, candidate methods, parameters, and recommended approaches. This shortlist note is then linked directly back to your original idea note for traceability.

Resolve bibliography entries and fetch context by using citekeys to confirm promising search results from the papers corpus. This ensures key papers are accurately ingested into the bibliography and linked to your research notes.

You can use literature discovery to find validation plots and expectations by querying the papers corpus with your specific research idea. The resulting curated shortlist note will detail the validation expectations and recommended methodological approaches.

You need a defined QUERY, IDEA_NOTE, or CITEKEYS to direct the literature search and access bibliography tools like rag_query, paper_context, and citekey_resolve. Without these inputs, the workflow cannot identify relevant methods or produce a curated shortlist.