API Reference

The API is organized around a small set of command modules and supporting classes. The sections below are generated automatically from the source annotations and docstrings.

paper_firehose
paper_firehose.cli	Command-line entry point for Paper Firehose.
paper_firehose.commands.abstracts	Fetch abstracts and populate both papers.db (entries.abstract) and matched_entries_history.db (matched_entries.abstract).
paper_firehose.commands.email_list	Email list command: generate HTML digest from papers.db and send via SMTP.
paper_firehose.commands.filter	Filter command implementation.
paper_firehose.commands.generate_html	Generate topic HTML directly from the current-run database (papers.db).
paper_firehose.commands.pqa_summary	Paper-QA Summarizer
paper_firehose.commands.rank	Rank command: compute and write rank scores into papers.db (rank_score).
paper_firehose.core.config	Configuration management for YAML-based config files.
paper_firehose.core.database	Database management for the three-database approach: - all_feed_entries.db: All RSS entries for deduplication - matched_entries_history.db: Historical matches across all topics - papers.db: Current run processing data
paper_firehose.processors.emailer	Email rendering and sending utilities for Paper Firehose.
paper_firehose.processors.feed_processor	RSS feed processing functionality.
paper_firehose.processors.html_generator	HTML output generation for filtered articles.
paper_firehose.processors.st_ranker	Sentence-Transformers based ranking processor.