├── .github ├── actions │ └── setup-poetry │ │ └── action.yml ├── mergify.yml ├── scripts │ ├── build_rhel.sh │ └── release.sh └── workflows │ ├── cd.yml │ ├── checks.yml │ ├── ci.yml │ ├── release.yml │ ├── rhel.yml │ └── wheels.yml ├── .gitignore ├── .pre-commit-config.yaml ├── CHANGELOG.md ├── CMakeLists.txt ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── app ├── glm.cpp ├── nlp.cpp ├── pybind_glm.cpp ├── pybind_nlp.cpp └── pybind_structs.cpp ├── cmake ├── extlib_cxxopts.cmake ├── extlib_fasttext.cmake ├── extlib_fmt.cmake ├── extlib_json.cmake ├── extlib_json_schema.cmake ├── extlib_loguru.cmake ├── extlib_pcre2.cmake ├── extlib_pybind11.cmake ├── extlib_sentencepiece.cmake ├── extlib_utf8.git.cmake ├── extlib_utf8.svn.cmake ├── os_opts.cmake └── subdirlist.cmake ├── data ├── arxiv-abstracts │ └── description.md ├── documents │ ├── articles │ │ ├── 1806.02284.json │ │ ├── 1806.02284.pdf │ │ ├── 2022.emnlp-main.1.json │ │ ├── 2022.emnlp-main.1.pdf │ │ ├── 2022.emnlp-main.10.json │ │ ├── 2022.emnlp-main.10.pdf │ │ ├── 2022.emnlp-main.15.json │ │ ├── 2022.emnlp-main.15.pdf │ │ ├── 2022.emnlp-main.19.json │ │ ├── 2022.emnlp-main.19.pdf │ │ ├── 2022.emnlp-main.24.json │ │ ├── 2022.emnlp-main.24.pdf │ │ ├── 2022.emnlp-main.42.json │ │ ├── 2022.emnlp-main.42.pdf │ │ ├── 2203.01017.json │ │ ├── 2203.01017.pdf │ │ ├── 2206.01062.json │ │ ├── 2206.01062.pdf │ │ ├── 2305.02325.json │ │ ├── 2305.02325.pdf │ │ ├── 2305.02332.json │ │ ├── 2305.02332.pdf │ │ ├── 2305.02334.json │ │ ├── 2305.02334.pdf │ │ ├── 2305.02337.json │ │ ├── 2305.02337.pdf │ │ ├── 2305.02370.json │ │ ├── 2305.02370.pdf │ │ ├── 2305.02487.json │ │ ├── 2305.02487.pdf │ │ ├── 2305.02753.json │ │ └── 2305.02753.pdf │ └── reports │ │ ├── 2018-ibm-annual-report.json │ │ ├── 2018-ibm-annual-report.pdf │ │ ├── 2019-ibm-annual-report.json │ │ ├── 2019-ibm-annual-report.pdf │ │ ├── 2020-ibm-annual-report.json │ │ ├── 2020-ibm-annual-report.pdf │ │ ├── 2021-ibm-annual-report.json │ │ ├── 2021-ibm-annual-report.pdf │ │ ├── 2022-ibm-annual-report.json │ │ └── 2022-ibm-annual-report.pdf ├── models │ └── note.md └── wikipedia │ ├── description.md │ ├── pdfs │ └── a89e41f993223103241be92cf5f7d0d8.pdf │ ├── prepare_abstracts.py │ ├── prepare_pages.py │ └── wikixml │ └── description.md ├── deepsearch_glm ├── __init__.py ├── glm_create_from_docs.py ├── glm_docqa.py ├── glm_explore.py ├── glm_query.py ├── glm_utils.py ├── nlp_analyse_docs.py ├── nlp_apply_on_docs.py ├── nlp_apply_on_text.py ├── nlp_model_training │ ├── __init__.py │ ├── name_classifier.py │ ├── person_name_classifier.py │ ├── reference_parsing.py │ └── semantic_classifier.py ├── nlp_train_crf.py ├── nlp_train_tok.py ├── nlp_utils.py ├── resources │ ├── confusables │ │ ├── confusablesRestricted.txt │ │ ├── confusablesSummary.txt │ │ └── note.txt │ ├── data.json │ ├── data │ │ ├── nlp │ │ │ └── note.md │ │ └── text │ │ │ └── note.md │ ├── data_nlp │ │ └── note.md │ ├── models.json │ └── models │ │ ├── crf │ │ ├── geoloc │ │ │ └── note.md │ │ ├── part-of-speech │ │ │ └── note.md │ │ ├── reference │ │ │ └── note.md │ │ └── ucmi │ │ │ └── note.md │ │ ├── fasttext │ │ ├── language │ │ │ └── note.md │ │ ├── metadata │ │ │ └── note.md │ │ ├── person-name │ │ │ └── note.md │ │ ├── semantic │ │ │ └── note.md │ │ └── topic │ │ │ └── note.md │ │ ├── rgx │ │ ├── geoloc │ │ │ └── note.md │ │ └── vau │ │ │ └── units.jsonl │ │ └── tok │ │ ├── default-tokenizer.model │ │ └── note.md └── utils │ ├── __init__.py │ ├── common.py │ ├── doc_utils.py │ ├── ds_query.py │ ├── ds_utils.py │ └── load_pretrained_models.py ├── poetry.lock ├── pyproject.toml ├── src ├── andromeda.h ├── andromeda │ ├── enums.h │ ├── enums │ │ ├── models.h │ │ └── structs.h │ ├── glm.h │ ├── glm │ │ ├── model.h │ │ ├── model │ │ │ ├── base.h │ │ │ ├── edges.h │ │ │ ├── edges │ │ │ │ ├── base.h │ │ │ │ └── base_edge.h │ │ │ ├── nodes.h │ │ │ ├── nodes │ │ │ │ ├── base.h │ │ │ │ └── base_node.h │ │ │ └── utils │ │ │ │ ├── parameters.h │ │ │ │ └── topology.h │ │ ├── model_cli.h │ │ ├── model_cli │ │ │ ├── augment.h │ │ │ ├── augment │ │ │ │ ├── config.h │ │ │ │ ├── singplur.h │ │ │ │ └── taxtree.h │ │ │ ├── create.h │ │ │ ├── create │ │ │ │ ├── config.h │ │ │ │ ├── logger.h │ │ │ │ ├── model_creator.h │ │ │ │ └── model_merger.h │ │ │ ├── distill.h │ │ │ ├── distill │ │ │ │ └── config.h │ │ │ ├── explore.h │ │ │ ├── explore │ │ │ │ ├── base.h │ │ │ │ ├── mask.h │ │ │ │ └── taxonomy.h │ │ │ ├── query.h │ │ │ └── query │ │ │ │ ├── query_flow.h │ │ │ │ ├── query_flowop.h │ │ │ │ ├── query_flowop │ │ │ │ ├── base.h │ │ │ │ ├── impl.h │ │ │ │ ├── impl │ │ │ │ │ ├── filter.h │ │ │ │ │ ├── intersect.h │ │ │ │ │ ├── join.h │ │ │ │ │ ├── select.h │ │ │ │ │ ├── subgraph.h │ │ │ │ │ ├── traverse.h │ │ │ │ │ └── uniform.h │ │ │ │ └── utils.h │ │ │ │ ├── query_result.h │ │ │ │ └── query_result │ │ │ │ ├── query_edge.h │ │ │ │ └── query_node.h │ │ ├── model_ops.h │ │ └── model_ops │ │ │ ├── io.h │ │ │ ├── io │ │ │ ├── base.h │ │ │ ├── load.h │ │ │ └── save.h │ │ │ └── merge.h │ ├── nlp.h │ ├── nlp │ │ ├── cls.h │ │ ├── cls │ │ │ ├── custom_fst.h │ │ │ ├── language.h │ │ │ └── semantic.h │ │ ├── ent.h │ │ ├── ent │ │ │ ├── cite.h │ │ │ ├── custom_crf.h │ │ │ ├── custom_crf │ │ │ │ ├── note.txt │ │ │ │ └── ucmi │ │ │ │ │ └── material.h │ │ │ ├── expression.h │ │ │ ├── geoloc.h │ │ │ ├── link.h │ │ │ ├── name.h │ │ │ ├── numval.h │ │ │ ├── parenthesis.h │ │ │ ├── pos_pattern.h │ │ │ ├── pos_pattern │ │ │ │ ├── conn.h │ │ │ │ ├── term.h │ │ │ │ └── verb.h │ │ │ ├── quote.h │ │ │ ├── reference.h │ │ │ └── sentence.h │ │ ├── pos.h │ │ ├── pos │ │ │ └── lapos.h │ │ ├── rec.h │ │ ├── rec │ │ │ └── metadata.h │ │ ├── rel.h │ │ ├── rel │ │ │ ├── abbreviation.h │ │ │ └── vau.h │ │ ├── tok.h │ │ ├── tok │ │ │ ├── custom_spm.h │ │ │ └── spm.h │ │ └── utils.h │ ├── tooling.h │ ├── tooling │ │ ├── base_types.h │ │ ├── exporters.h │ │ ├── exporters │ │ │ ├── paragraph.h │ │ │ └── webdoc.h │ │ ├── models.h │ │ ├── models │ │ │ ├── base.h │ │ │ ├── base_crf_model.h │ │ │ ├── base_crf_model │ │ │ │ ├── NOTE.txt │ │ │ │ ├── algorithms.h │ │ │ │ ├── algorithms │ │ │ │ │ ├── crf_evaluate.h │ │ │ │ │ ├── crf_predict.h │ │ │ │ │ ├── crf_train.h │ │ │ │ │ ├── crf_utils.h │ │ │ │ │ └── tokenize.h │ │ │ │ ├── structures.h │ │ │ │ └── structures │ │ │ │ │ ├── crf_model.cpp │ │ │ │ │ ├── crf_model.h │ │ │ │ │ ├── crf_utils.cpp │ │ │ │ │ ├── feature.h │ │ │ │ │ ├── feature_bag.h │ │ │ │ │ ├── parenthesis_converter.h │ │ │ │ │ ├── path.h │ │ │ │ │ ├── sample.h │ │ │ │ │ ├── sample_sequence.h │ │ │ │ │ ├── state.h │ │ │ │ │ ├── state_sequence.h │ │ │ │ │ ├── string_bag.h │ │ │ │ │ ├── string_dict.h │ │ │ │ │ ├── string_hash.h │ │ │ │ │ └── token.h │ │ │ ├── base_dct_model.h │ │ │ ├── base_fst_model.h │ │ │ ├── base_fst_model │ │ │ │ └── fasttext_supervised_model.h │ │ │ ├── base_mxr_model.h │ │ │ ├── base_rgx_model.h │ │ │ ├── base_tok_model.h │ │ │ ├── tmpl.h │ │ │ ├── utils.h │ │ │ └── utils │ │ │ │ └── confusion.h │ │ ├── producers.h │ │ ├── producers │ │ │ ├── base │ │ │ │ ├── base_producer.h │ │ │ │ └── tmpl_producer.h │ │ │ ├── impl │ │ │ │ ├── document.h │ │ │ │ ├── paragraph.h │ │ │ │ └── prompt.h │ │ │ └── utils.h │ │ ├── structs.h │ │ └── structs │ │ │ ├── elements.h │ │ │ ├── elements │ │ │ ├── page_element.h │ │ │ ├── prov_element.h │ │ │ ├── table_element.h │ │ │ ├── text_element.h │ │ │ └── utils.h │ │ │ ├── items.h │ │ │ ├── items │ │ │ ├── cls.h │ │ │ ├── cls │ │ │ │ ├── base.h │ │ │ │ └── tabulate.h │ │ │ ├── ent.h │ │ │ ├── ent │ │ │ │ ├── base.h │ │ │ │ ├── entity.h │ │ │ │ ├── instance.h │ │ │ │ └── tabulate.h │ │ │ ├── pos.h │ │ │ ├── rec.h │ │ │ ├── rec │ │ │ │ └── base.h │ │ │ ├── rel.h │ │ │ └── rel │ │ │ │ ├── base.h │ │ │ │ └── tabulate.h │ │ │ ├── normalizers.h │ │ │ ├── normalizers │ │ │ ├── char_normalizer.h │ │ │ └── text_normalizer.h │ │ │ ├── subjects.h │ │ │ ├── subjects │ │ │ ├── base.h │ │ │ ├── document.h │ │ │ ├── document │ │ │ │ ├── doc_captions.h │ │ │ │ ├── doc_maintext.h │ │ │ │ ├── doc_normalisation.h │ │ │ │ └── doc_order.h │ │ │ ├── figure.h │ │ │ ├── table.h │ │ │ └── text.h │ │ │ ├── tokens.h │ │ │ └── tokens │ │ │ ├── char_constants.h │ │ │ ├── char_token.h │ │ │ ├── utils │ │ │ └── tabulate.h │ │ │ └── word_token.h │ ├── utils.h │ └── utils │ │ ├── hash │ │ └── utils.h │ │ ├── interactive.h │ │ ├── normalisation │ │ ├── char_normalisation.h │ │ ├── char_token.h │ │ ├── text_normalisation.h │ │ └── text_tokenizer.h │ │ ├── regex │ │ ├── pcre2_expr.h │ │ └── pcre2_item.h │ │ ├── string │ │ └── utils.h │ │ ├── table │ │ └── utils.h │ │ └── time │ │ └── utils.h ├── libraries.h ├── pybind.h └── pybind │ ├── base_log.h │ ├── base_resources.h │ ├── glm_interface.h │ ├── glm_interface │ ├── model.h │ └── query.h │ ├── glm_modules.h │ ├── nlp_interface.h │ ├── nlp_modules.h │ ├── structs.h │ ├── structs │ ├── document.h │ ├── table.h │ └── text.h │ ├── structs_modules.h │ └── utils │ └── pybind11_json.h └── tests ├── data ├── docs │ ├── 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