biblio-batch-curate

You can automate bibliography indexing by ingesting DOIs to fetch PDFs, running docling and grobid extraction, validating files, and compiling BibTeX to sync with a search index. The workflow enforces end-to-end steps with status reporting and handles asynchronous tasks.

Consolidating Zotero exports into a clean BibTeX library requires merging bibliographic sources, fetching linked PDFs, validating content, and compiling the entries. This workflow automates that lifecycle while applying quality checks and indexing the output for search.

Asynchronous polling for large bibliographic batches keeps workflows responsive by periodically checking task status. This approach accommodates varying batch sizes during PDF fetching, docling extraction, and indexing without blocking the execution pipeline.

Yes, docling and grobid are integrated sequentially within the workflow to extract and parse content from fetched PDFs. Running these tools prepares the literature data for validation, expansion, and final compilation into an indexed bibliography.

Building a searchable library from raw DOIs involves ingesting identifiers, merging sources, fetching PDFs, validating files, running extraction, compiling BibTeX, and syncing to a search index. Guardrails enforce each step sequentially to produce clean, indexed output.