Index

A

abs_threshold() (in module ir.select) abstained (ir.select.Selection attribute) (ir.Selection attribute) abstention_accuracy (ir.eval.DiscoveryReport attribute) (ir.eval.SelectionReport attribute) AbstentionGenerator (in module ir.eval_gen)

Artifact (class in ir) (class in ir.base) artifact_id (ir.Disclosure attribute) (ir.select.Disclosure attribute) as_doc_retriever() (in module ir.eval) as_retriever() (in module ir) (in module ir.retrieve)

B

balanced_accuracy (ir.eval.MinScoreCalibration attribute) best() (ir.eval.SelectionSweep method) best_per_artifact() (in module ir.base) body (ir.Disclosure attribute) (ir.select.Disclosure attribute)

BodyLoader (in module ir.select) build() (in module ir) (in module ir.cli) (in module ir.index) build_corpus() (in module ir) build_eval_set() (in module ir.eval_gen)

C

cache_dir() (in module ir.config) calibrate_min_score() (in module ir.cli) (in module ir.eval) calibration_modes() (ir.CorpusStore method) (ir.store.CorpusStore method) candidates (ir.select.Selection attribute) (ir.Selection attribute) canonical_node_id() (in module ir) (in module ir.graph) change_signal() (ir.CorpusSource method) (ir.sources.CorpusSource method) CHILD (in module ir.graph) Chunked (class in ir) (class in ir.strategy) collapsed_tree_policy() (in module ir) (in module ir.traverse)

conditional_commit_rate (ir.eval.SelectionReport attribute) config_dir() (in module ir.config) content_hash_signal() (in module ir.sources) corpora() (in module ir) Corpus (class in ir) (class in ir.index) corpus (ir.eval.DiscoveryCase attribute) corpus_artifact_ids() (in module ir.eval) corpus_dir() (in module ir.config) corpus_signature() (in module ir.eval_gen) CorpusGraph (class in ir) (class in ir.graph) CorpusSource (class in ir) (class in ir.sources) CorpusStore (class in ir) (class in ir.store)

D

data_dir() (in module ir.config) default_edge_extractor() (in module ir) (in module ir.graph) delete_ledger_entry() (ir.CorpusStore method) (ir.store.CorpusStore method) delete_links() (ir.CorpusStore method) (ir.store.CorpusStore method) delete_record() (ir.CorpusStore method) (ir.store.CorpusStore method) DFLT_ABSTENTION_FRAC (in module ir.eval_gen) DFLT_ABSTENTION_THEME (in module ir.eval_gen) DFLT_BLEND_ALPHA (in module ir.retrieve) DFLT_BM25_SAT_K (in module ir.retrieve) DFLT_CALIB_SENSITIVITY_WEIGHT (in module ir.eval) DFLT_CURVE_MODE (in module ir.eval) DFLT_DISTRACTOR_SIZES (in module ir.eval) DFLT_FETCH_K (in module ir.select) DFLT_GAP_RATIO (in module ir.select) DFLT_K_VALUES (in module ir.eval) DFLT_LEAF_KINDS (in module ir.traverse) DFLT_MAX_BODY_CHARS (in module ir.select) DFLT_MAX_DEPTH (in module ir.traverse) DFLT_MAX_K (in module ir.select) DFLT_METRICS (in module ir.eval) DFLT_MIN_DESCRIPTION_CHARS (in module ir.eval_gen)

DFLT_MIN_STITCH_OVERLAP (in module ir.expand) DFLT_MODE (in module ir.eval) DFLT_QUERIES_PER_ARTIFACT (in module ir.eval_gen) DFLT_REL_THRESHOLD (in module ir.select) DFLT_RRF_K (in module ir.retrieve) DFLT_SEED_K (in module ir.traverse) DFLT_SUMMARY_KINDS (in module ir.traverse) DFLT_SWEEP_MAX_K (in module ir.eval) DFLT_SWEEP_MIN_SCORE (in module ir.eval) DFLT_SWEEP_OBJECTIVE (in module ir.eval) DFLT_SWEEP_REL (in module ir.eval) DFLT_WINDOW (in module ir.expand) disclose() (in module ir) (in module ir.select) Disclosure (class in ir) (class in ir.select) DISCLOSURE_LEVELS (in module ir.select) discover() (in module ir) (in module ir.cli) (in module ir.select) DiscoveryCase (class in ir.eval) DiscoveryReport (class in ir.eval) DiscoveryResult (class in ir) (class in ir.select) distractor_curve_from_cases() (in module ir.eval) distractor_robustness_curve() (in module ir.eval)

E

edge_types() (ir.CorpusGraph method) (ir.graph.CorpusGraph method) EdgeExtractor (in module ir.graph) embeddings_cache_dir() (in module ir.config) eval() (in module ir.cli)

eval_gen() (in module ir.cli) eval_select() (in module ir.cli) evaluate_discovery() (in module ir.eval) evaluate_selection() (in module ir.eval) expand() (in module ir) (in module ir.expand)

F

failure_classes (ir.eval.DiscoveryReport attribute) FilterFields (in module ir.base) FORMULATION_PROMPT (in module ir.formulate) Formulator (in module ir.formulate) from_dict() (ir.eval.DiscoveryCase class method) (ir.eval.MinScoreCalibration class method) from_files() (ir.CorpusSource class method) (ir.sources.CorpusSource class method) from_mapping() (ir.CorpusSource class method) (ir.sources.CorpusSource class method)

from_md_reports() (ir.CorpusSource class method) (ir.sources.CorpusSource class method) from_packages() (ir.CorpusSource class method) (ir.sources.CorpusSource class method) from_skills() (ir.CorpusSource class method) (ir.sources.CorpusSource class method) frontier() (ir.eval.SelectionSweep method) fuse_hits() (in module ir) (in module ir.retrieve) FUSIONS (in module ir.retrieve)

G

generate_abstention_cases() (in module ir.eval_gen) generate_cases() (in module ir.eval_gen) get() (in module ir.registry) get_calibration() (ir.CorpusStore method) (ir.store.CorpusStore method) get_config() (ir.CorpusStore method) (ir.store.CorpusStore method) get_ledger_entry() (ir.CorpusStore method) (ir.store.CorpusStore method)

get_links() (ir.CorpusStore method) (ir.store.CorpusStore method) get_record() (ir.CorpusStore method) (ir.store.CorpusStore method) gold (ir.eval.DiscoveryCase attribute) gold_is_none (ir.eval.DiscoveryCase property) GraphStore (class in ir) (class in ir.graph) grid (ir.eval.MinScoreCalibration attribute)

I

Identity (in module ir.retrieve) identity_formulator() (in module ir.formulate) ids (ir.DiscoveryResult property) (ir.select.DiscoveryResult property) IndexingStrategy (class in ir) (class in ir.strategy) IndexPlan (class in ir) (class in ir.base) info() (in module ir.cli) ir module ir.__main__ module ir.base module ir.cli module ir.config module ir.embed module ir.eval module ir.eval_gen module

ir.expand module ir.formulate module ir.graph module ir.index module ir.registry module ir.retrieve module ir.select module ir.sources module ir.store module ir.strategy module ir.synopsis module ir.traverse module items() (ir.CorpusSource method) (ir.sources.CorpusSource method)

L

ledger_items() (ir.CorpusStore method) (ir.store.CorpusStore method) ledger_key() (in module ir.base) level (ir.Disclosure attribute) (ir.select.Disclosure attribute) link_items() (ir.CorpusStore method) (ir.store.CorpusStore method)

load_calibration() (in module ir.eval) load_cases() (in module ir.eval) local() (ir.CorpusStore class method) (ir.store.CorpusStore class method) ls() (in module ir.cli)

M

main() (in module ir.__main__) make_embedder() (in module ir.embed) make_id() (ir.base.Record static method) (ir.Record static method) make_llm_formulator() (in module ir) (in module ir.formulate) make_llm_selector() (in module ir.select) make_llm_synthesizer() (in module ir) (in module ir.synopsis) make_oa_abstention_generator() (in module ir.eval_gen) make_oa_query_generator() (in module ir.eval_gen) mask_name() (in module ir.eval_gen) matrix() (ir.CorpusStore method) (ir.store.CorpusStore method) mean_selected_size (ir.eval.SelectionReport attribute) memory() (ir.CorpusStore class method) (ir.store.CorpusStore class method) metadata (ir.Disclosure attribute) (ir.eval.DiscoveryCase attribute) (ir.select.Disclosure attribute) min_score (ir.eval.MinScoreCalibration attribute) MinScoreCalibration (class in ir.eval)

mode (ir.eval.DiscoveryReport attribute) MODES (in module ir.retrieve) module ir ir.__main__ ir.base ir.cli ir.config ir.embed ir.eval ir.eval_gen ir.expand ir.formulate ir.graph ir.index ir.registry ir.retrieve ir.select ir.sources ir.store ir.strategy ir.synopsis ir.traverse

N

n_abstention (ir.eval.MinScoreCalibration attribute) n_gold_retrieved (ir.eval.SelectionReport attribute) n_positive (ir.eval.MinScoreCalibration attribute) n_retrieval_miss (ir.eval.MinScoreCalibration attribute) name (ir.Disclosure attribute) (ir.select.Disclosure attribute)

NAME_PLACEHOLDER (in module ir.eval_gen) NeighborhoodPolicy (in module ir.expand) neighbors() (ir.CorpusGraph method) (ir.graph.CorpusGraph method) NEXT (in module ir.graph) NodeId (in module ir.graph) NoLedgerEntry

O

objective (ir.eval.SelectionSweep attribute)

open_corpus() (in module ir) (in module ir.index)

P

Package (class in ir) (class in ir.strategy) params (ir.eval.SelectionGridPoint property) PARENT (in module ir.graph) parent_policy() (in module ir) (in module ir.expand) Passage (class in ir) (class in ir.expand) passage (ir.Disclosure attribute) (ir.select.Disclosure attribute)

pointer (ir.base.SearchHit property) (ir.Disclosure attribute) (ir.SearchHit property) (ir.select.Disclosure attribute) POINTER_KEYS (in module ir.base) points (ir.eval.SelectionSweep attribute) PREV (in module ir.graph) primary (ir.eval.DiscoveryReport property) primary_k (ir.eval.DiscoveryReport attribute) put_record() (ir.CorpusStore method) (ir.store.CorpusStore method)

Q

query (ir.eval.DiscoveryCase attribute)

QueryGenerator (in module ir.eval_gen)

R

reason (ir.eval.MinScoreCalibration attribute) (ir.select.Selection attribute) (ir.Selection attribute) Record (class in ir) (class in ir.base) record_ids() (ir.CorpusStore method) (ir.store.CorpusStore method) records_for_artifact() (in module ir) (in module ir.retrieve) REF (in module ir.graph) register() (in module ir) (in module ir.cli) (in module ir.registry)

registered() (in module ir.registry) registry_path() (in module ir.config) rel_threshold() (in module ir.select) report (ir.eval.SelectionGridPoint attribute) ResourceStore (in module ir.select) retrieval (ir.eval.DiscoveryReport attribute) retrieval_report() (in module ir.eval) Retriever (in module ir.retrieve) retriever_for() (in module ir) (in module ir.registry) retrievers() (in module ir) (in module ir.registry) rm() (in module ir.cli)

S

safe_name() (in module ir.config) save() (ir.eval.MinScoreCalibration method) save_cases() (in module ir.eval) score (ir.Disclosure attribute) (ir.select.Disclosure attribute) score_gap() (in module ir.select) search() (in module ir) (in module ir.cli) (in module ir.retrieve) (ir.Corpus method) (ir.index.Corpus method) SearchHit (class in ir) (class in ir.base) SeedNotFound select() (in module ir) (in module ir.select) selected (ir.select.Selection attribute) (ir.Selection attribute) selected_ids (ir.select.Selection property) (ir.Selection property) Selection (class in ir) (class in ir.select) selection_f1 (ir.eval.SelectionReport attribute) selection_precision (ir.eval.SelectionReport attribute) selection_recall (ir.eval.SelectionReport attribute) SelectionGridPoint (class in ir.eval) SelectionReport (class in ir.eval) SelectionSweep (class in ir.eval) Selector (in module ir.select) sensitivity (ir.eval.MinScoreCalibration attribute) sensitivity_weight (ir.eval.MinScoreCalibration attribute) sentence_window_policy() (in module ir) (in module ir.expand)

separable (ir.eval.MinScoreCalibration attribute) set_calibration() (ir.CorpusStore method) (ir.store.CorpusStore method) set_config() (ir.CorpusStore method) (ir.store.CorpusStore method) set_ledger_entry() (ir.CorpusStore method) (ir.store.CorpusStore method) set_links() (ir.CorpusStore method) (ir.store.CorpusStore method) signals (ir.select.Selection attribute) (ir.Selection attribute) Skill (class in ir) (class in ir.strategy) source (ir.CorpusGraph attribute) (ir.Disclosure attribute) (ir.graph.CorpusGraph attribute) (ir.select.Disclosure attribute) source_for() (in module ir.registry) source_from_entry() (in module ir.registry) source_id (ir.eval.DiscoveryCase attribute) specificity (ir.eval.MinScoreCalibration attribute) storage_key() (in module ir.base) sufficient (ir.select.Selection property) (ir.Selection property) summary (ir.Disclosure attribute) (ir.select.Disclosure attribute) Surface (class in ir) (class in ir.base) SWEEP_METRICS (in module ir.eval) sweep_select() (in module ir.cli) sweep_selector() (in module ir.eval) SYNOPSIS_KIND (in module ir.synopsis) SYNOPSIS_PROMPT (in module ir.synopsis) Synthesizer (in module ir.synopsis)

T

table() (ir.eval.SelectionSweep method) tag_source() (in module ir) (in module ir.base) text_of() (in module ir.strategy) to_dict() (ir.base.SearchHit method) (ir.Disclosure method) (ir.DiscoveryResult method) (ir.eval.DiscoveryCase method) (ir.eval.MinScoreCalibration method) (ir.eval.SelectionGridPoint method) (ir.eval.SelectionReport method) (ir.eval.SelectionSweep method) (ir.expand.Passage method) (ir.Passage method) (ir.SearchHit method) (ir.select.Disclosure method) (ir.select.DiscoveryResult method) (ir.select.Selection method) (ir.Selection method)

to_qrels() (in module ir.eval) top_k() (in module ir.select) traverse() (in module ir) (in module ir.traverse)

U

unregister() (in module ir.registry)

V

validate_cases() (in module ir.eval)

vd_degraded (ir.eval.DiscoveryReport attribute) (ir.eval.MinScoreCalibration attribute)

W

WalkPolicy (class in ir) (class in ir.traverse) WalkState (class in ir) (class in ir.traverse)

WholeText (class in ir) (class in ir.strategy) with_synopsis() (in module ir) (in module ir.synopsis)

Y

youden_j (ir.eval.MinScoreCalibration attribute)