Pipeline PackageΒΆ Pipeline Module run_pipeline() run_pipeline_sync() Analyze Module analyze_candidates() Decision Module make_decision_and_report() score_result() select_top() Formatting Module to_telegram_html() to_telegram_html_agent() Models Module AnalysisAgentOutput AnalysisInput AnalysisResult DecisionReport GeneratedQuery PaperCandidate PipelineOutput PipelineTask QueryPlan ScoredAnalysis TelegramSummary Ranking Module rank_candidates() Search Module arxiv_search() collect_candidates() github_search() pubmed_search() scholar_search() Strategy Module generate_query_plan() Utils Module retry_async()