Computational · Paper · 2026

Reproducible Literature Synthesis with infrastructure/search and infrastructure/reference

Zenodo

Catalog Row187
Citation KeyFriedman2026ReproducibleLiteratureSynthesisInfrastructure187
Paper FolderAvailable

Overview

Extracted from the local paper documentation when available.

This paper documents template search project, the literature-search exemplar shipped with the Research Project Template (https://github.com/docxology/template). The project demonstrates two configurable, reproducible pipelines sharing the same configuration file and the same infrastructure/search/ + infrastructure/reference/ modules. The standard pipeline (scripts/run search pipeline.py) handles a single SearchQuery end-to-end. The deep-search pipeline (scripts/run deep search.py, see ) fans out across a list of keywords (each capped at 100 papers per keyword from deep search.max results per keyword in manuscript/config.yaml), fully enriches every paper with its abstract and PDF fulltext, and (optionally) uses the local LLM to write a multi-section reading note for every paper. When a deep-search aggregate exists, the latest run covered 3 keyword(s) with unique paper(s) after cross-keywo

literature searchautomated reference managementBibTeXreproducible researchlocal LLM synthesis

Use Notes

Concise findings and methods pulled from README/SKILL documentation.

Findings / Concepts
  • literature search
  • automated reference management
  • BibTeX
  • reproducible research
  • local LLM synthesis
Methods / Techniques
  • Not yet summarized.

Citation

Plain-text citation for quick reuse.

Friedman, Daniel Ari. 2026. Reproducible Literature Synthesis with infrastructure/search and infrastructure/reference. Zenodo. DOI: 10.5281/zenodo.21298895. URL: https://doi.org/10.5281/zenodo.21298895.

Primary source Documentation BibTeX

Related in Computational

Other catalogued works in the same domain.