|
diff --git a/docs/searchindex.js b/docs/searchindex.js
index e8c1f94b..8f679aba 100644
--- a/docs/searchindex.js
+++ b/docs/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["index","modules","skit_pipelines","skit_pipelines.api","skit_pipelines.api.models","skit_pipelines.components","skit_pipelines.components.evaluate_slu_from_repo","skit_pipelines.components.fetch_gpt_intent_prediction","skit_pipelines.components.fetch_tagged_data_label_store","skit_pipelines.components.final_conversation_generator","skit_pipelines.components.identify_compliance_breaches_llm","skit_pipelines.components.modify_entities","skit_pipelines.components.preprocess","skit_pipelines.components.preprocess.create_true_transcript_column","skit_pipelines.components.preprocess.create_utterance_column","skit_pipelines.components.preprocess.extract_true_transcript_labels_to_txt","skit_pipelines.components.preprocess.process_true_transcript_column","skit_pipelines.components.retrain_slu_from_repo","skit_pipelines.components.sample_conversations_generator","skit_pipelines.components.tag_calls","skit_pipelines.components.upload_conv_to_labelstudio","skit_pipelines.components.upload_conversation_data_to_metrics_db","skit_pipelines.components.upload_for_call_and_slot_tagging","skit_pipelines.components.validate_and_add_situations_to_db","skit_pipelines.pipelines","skit_pipelines.pipelines.asr_tune","skit_pipelines.pipelines.eval_asr_pipeline","skit_pipelines.pipelines.evaluate_slu","skit_pipelines.pipelines.fetch_calls_pipeline","skit_pipelines.pipelines.fetch_n_tag_calls","skit_pipelines.pipelines.fetch_n_tag_turns_and_calls","skit_pipelines.pipelines.fetch_tagged_calls_dataset","skit_pipelines.pipelines.fetch_tagged_data_from_labelstore","skit_pipelines.pipelines.fetch_tagged_entity_dataset","skit_pipelines.pipelines.generate_and_tag_conversations","skit_pipelines.pipelines.generate_sample_conversations","skit_pipelines.pipelines.publish_compliance_breaches","skit_pipelines.pipelines.retrain_slu","skit_pipelines.pipelines.retrain_slu_old","skit_pipelines.pipelines.tag_calls","skit_pipelines.pipelines.transcription_pipeline","skit_pipelines.types","skit_pipelines.utils"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":4,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.todo":2,"sphinx.ext.viewcode":1,sphinx:56},filenames:["index.rst","modules.rst","skit_pipelines.rst","skit_pipelines.api.rst","skit_pipelines.api.models.rst","skit_pipelines.components.rst","skit_pipelines.components.evaluate_slu_from_repo.rst","skit_pipelines.components.fetch_gpt_intent_prediction.rst","skit_pipelines.components.fetch_tagged_data_label_store.rst","skit_pipelines.components.final_conversation_generator.rst","skit_pipelines.components.identify_compliance_breaches_llm.rst","skit_pipelines.components.modify_entities.rst","skit_pipelines.components.preprocess.rst","skit_pipelines.components.preprocess.create_true_transcript_column.rst","skit_pipelines.components.preprocess.create_utterance_column.rst","skit_pipelines.components.preprocess.extract_true_transcript_labels_to_txt.rst","skit_pipelines.components.preprocess.process_true_transcript_column.rst","skit_pipelines.components.retrain_slu_from_repo.rst","skit_pipelines.components.sample_conversations_generator.rst","skit_pipelines.components.tag_calls.rst","skit_pipelines.components.upload_conv_to_labelstudio.rst","skit_pipelines.components.upload_conversation_data_to_metrics_db.rst","skit_pipelines.components.upload_for_call_and_slot_tagging.rst","skit_pipelines.components.validate_and_add_situations_to_db.rst","skit_pipelines.pipelines.rst","skit_pipelines.pipelines.asr_tune.rst","skit_pipelines.pipelines.eval_asr_pipeline.rst","skit_pipelines.pipelines.evaluate_slu.rst","skit_pipelines.pipelines.fetch_calls_pipeline.rst","skit_pipelines.pipelines.fetch_n_tag_calls.rst","skit_pipelines.pipelines.fetch_n_tag_turns_and_calls.rst","skit_pipelines.pipelines.fetch_tagged_calls_dataset.rst","skit_pipelines.pipelines.fetch_tagged_data_from_labelstore.rst","skit_pipelines.pipelines.fetch_tagged_entity_dataset.rst","skit_pipelines.pipelines.generate_and_tag_conversations.rst","skit_pipelines.pipelines.generate_sample_conversations.rst","skit_pipelines.pipelines.publish_compliance_breaches.rst","skit_pipelines.pipelines.retrain_slu.rst","skit_pipelines.pipelines.retrain_slu_old.rst","skit_pipelines.pipelines.tag_calls.rst","skit_pipelines.pipelines.transcription_pipeline.rst","skit_pipelines.types.rst","skit_pipelines.utils.rst"],objects:{"":[[2,0,0,"-","skit_pipelines"]],"skit_pipelines.api":[[3,0,0,"-","auth"],[3,0,0,"-","endpoints"],[4,0,0,"-","models"],[3,0,0,"-","slack_bot"],[3,0,0,"-","validate_input"]],"skit_pipelines.api.auth":[[3,1,1,"","authenticate_user"],[3,1,1,"","create_access_token"],[3,1,1,"","get_user"],[3,1,1,"","get_users_db"],[3,1,1,"","valid_user"],[3,1,1,"","verify_password"]],"skit_pipelines.api.endpoints":[[3,2,1,"","RunPipelineResult"],[3,1,1,"","arguments_validation_exception_handler"],[3,1,1,"","endpoint"],[3,1,1,"","handle_app_mention_events"],[3,1,1,"","health_check"],[3,1,1,"","kfp_api_exception_handler"],[3,1,1,"","login_for_access_token"],[3,1,1,"","pipeline_run_req"],[3,1,1,"","run_kfp_pipeline_func"],[3,1,1,"","schedule_run_completion"]],"skit_pipelines.api.endpoints.RunPipelineResult":[[3,3,1,"","wait_for_run_completion"]],"skit_pipelines.api.models":[[4,0,0,"-","auth_models"],[4,0,0,"-","custom_models"],[4,0,0,"-","errors"],[4,0,0,"-","requests"],[4,0,0,"-","responses"]],"skit_pipelines.api.models.auth_models":[[4,2,1,"","Token"],[4,2,1,"","TokenData"],[4,2,1,"","User"],[4,2,1,"","UserInDB"]],"skit_pipelines.api.models.auth_models.Token":[[4,4,1,"","access_token"],[4,4,1,"","token_type"]],"skit_pipelines.api.models.auth_models.TokenData":[[4,4,1,"","username"]],"skit_pipelines.api.models.auth_models.User":[[4,4,1,"","username"]],"skit_pipelines.api.models.auth_models.UserInDB":[[4,4,1,"","hashed_password"]],"skit_pipelines.api.models.custom_models":[[4,2,1,"","ParseRunResponse"],[4,1,1,"","artifact_node_to_uri"],[4,1,1,"","filter_artifact_nodes"],[4,1,1,"","get_kf_object_uri"]],"skit_pipelines.api.models.custom_models.ParseRunResponse":[[4,3,1,"","parse_response"],[4,3,1,"","set_error_logs"],[4,3,1,"","set_state"]],"skit_pipelines.api.models.errors":[[4,1,1,"","kfp_api_error"]],"skit_pipelines.api.models.requests":[[4,2,1,"","BaseRequestSchema"],[4,2,1,"","StorageOptions"],[4,1,1,"","generate_schema"],[4,1,1,"","get_all_pipelines_fn"],[4,1,1,"","get_normalized_pipelines_fn_map"],[4,1,1,"","set_nodegroup_for_pipelines"]],"skit_pipelines.api.models.requests.BaseRequestSchema":[[4,3,1,"","transform_none"]],"skit_pipelines.api.models.requests.StorageOptions":[[4,4,1,"","bucket"],[4,4,1,"","type"]],"skit_pipelines.api.models.responses":[[4,2,1,"","StatusResponseModel"],[4,1,1,"","customResponse"],[4,1,1,"","statusWiseResponse"],[4,1,1,"","successfulCreationResponse"]],"skit_pipelines.api.models.responses.StatusResponseModel":[[4,4,1,"","error_logs"],[4,4,1,"","message"],[4,4,1,"","run_id"],[4,4,1,"","run_url"],[4,4,1,"","uris"],[4,4,1,"","webhook"]],"skit_pipelines.api.slack_bot":[[3,1,1,"","authenticate_bot"],[3,1,1,"","command_parser"],[3,1,1,"","decode_payload"],[3,1,1,"","encode_payload"],[3,1,1,"","get_message_data"],[3,1,1,"","help_message"],[3,1,1,"","make_response"],[3,1,1,"","make_run_requests"],[3,1,1,"","read_access_token"],[3,1,1,"","recurr_run_format"],[3,1,1,"","run_pipeline"]],"skit_pipelines.api.validate_input":[[3,5,1,"","SUPPORTED_LANG_CODES"],[3,2,1,"","ValidateInput"]],"skit_pipelines.api.validate_input.ValidateInput":[[3,3,1,"","validate_input_params"]],"skit_pipelines.components":[[5,0,0,"-","asr_transcription"],[5,0,0,"-","asr_tune"],[5,1,1,"","asr_tune_op"],[5,0,0,"-","audio_download"],[5,1,1,"","audio_transcription_op"],[5,0,0,"-","auth"],[5,0,0,"-","create_mr"],[5,1,1,"","create_mr_op"],[5,1,1,"","create_true_transcript_labels_op"],[5,1,1,"","create_utterances_op"],[5,1,1,"","download_audio_wavs_op"],[5,1,1,"","download_csv_from_s3_op"],[5,1,1,"","download_directory_from_s3_op"],[5,1,1,"","download_file_from_s3_op"],[5,0,0,"-","download_from_s3"],[5,0,0,"-","download_repo"],[5,1,1,"","download_repo_op"],[5,0,0,"-","download_yaml"],[5,1,1,"","download_yaml_op"],[6,0,0,"-","evaluate_slu_from_repo"],[5,1,1,"","evalution_slu_from_repo_op"],[5,1,1,"","extract_true_transcript_labels_to_txt_op"],[5,0,0,"-","fetch_calls"],[5,1,1,"","fetch_calls_for_slots_op"],[5,1,1,"","fetch_calls_op"],[7,0,0,"-","fetch_gpt_intent_prediction"],[5,1,1,"","fetch_gpt_intent_prediction_op"],[8,0,0,"-","fetch_tagged_data_label_store"],[5,1,1,"","fetch_tagged_data_label_store_op"],[5,0,0,"-","fetch_tagged_dataset"],[5,1,1,"","fetch_tagged_dataset_op"],[5,0,0,"-","file_contents_to_markdown_s3"],[5,1,1,"","file_contents_to_markdown_s3_op"],[9,0,0,"-","final_conversation_generator"],[5,1,1,"","final_conversation_generator_op"],[5,0,0,"-","gen_asr_metrics"],[5,1,1,"","gen_asr_metrics_op"],[10,0,0,"-","identify_compliance_breaches_llm"],[5,1,1,"","identify_compliance_breaches_llm_op"],[5,0,0,"-","merge_transcription"],[11,0,0,"-","modify_entities"],[5,1,1,"","modify_entity_dataset_op"],[5,0,0,"-","modify_tagged_entities"],[5,0,0,"-","notification"],[5,1,1,"","org_auth_token_op"],[5,1,1,"","overlay_transcription_csv_op"],[12,0,0,"-","preprocess"],[5,1,1,"","process_true_transcript_labels_op"],[5,0,0,"-","push_compliance_report_to_postgres"],[5,1,1,"","push_compliance_report_to_postgres_op"],[5,0,0,"-","re_presign_s3_urls"],[5,1,1,"","re_presign_s3_urls_op"],[5,0,0,"-","read_json_key"],[5,1,1,"","read_json_key_op"],[17,0,0,"-","retrain_slu_from_repo"],[5,0,0,"-","retrain_slu_from_repo_old"],[5,1,1,"","retrain_slu_from_repo_op"],[5,1,1,"","retrain_slu_from_repo_op_old"],[18,0,0,"-","sample_conversations_generator"],[5,1,1,"","sample_conversations_generator_op"],[5,1,1,"","slack_notification_op"],[19,0,0,"-","tag_calls"],[5,1,1,"","tag_calls_op"],[5,0,0,"-","upload2s3"],[5,1,1,"","upload2s3_op"],[5,1,1,"","upload_conv_to_label_studio_op"],[20,0,0,"-","upload_conv_to_labelstudio"],[21,0,0,"-","upload_conversation_data_to_metrics_db"],[5,1,1,"","upload_conversation_data_to_metrics_db_op"],[22,0,0,"-","upload_for_call_and_slot_tagging"],[5,0,0,"-","utils"],[5,0,0,"-","utils_slu"],[23,0,0,"-","validate_and_add_situations_to_db"],[5,1,1,"","validate_and_add_situations_to_db_op"],[5,1,1,"","zip_file_and_notify_op"],[5,0,0,"-","zip_files_and_notify"]],"skit_pipelines.components.asr_transcription":[[5,1,1,"","audio_transcription"],[5,1,1,"","audio_transcription_op"]],"skit_pipelines.components.asr_tune":[[5,1,1,"","asr_tune"],[5,1,1,"","asr_tune_op"]],"skit_pipelines.components.audio_download":[[5,1,1,"","download_audio_wavs"],[5,1,1,"","download_audio_wavs_op"]],"skit_pipelines.components.auth":[[5,1,1,"","org_auth_token"],[5,1,1,"","org_auth_token_op"]],"skit_pipelines.components.create_mr":[[5,1,1,"","create_mr"],[5,1,1,"","create_mr_op"]],"skit_pipelines.components.download_from_s3":[[5,1,1,"","download_csv_from_s3"],[5,1,1,"","download_csv_from_s3_op"],[5,1,1,"","download_directory_from_s3"],[5,1,1,"","download_directory_from_s3_op"],[5,1,1,"","download_file_from_s3"],[5,1,1,"","download_file_from_s3_op"]],"skit_pipelines.components.download_repo":[[5,1,1,"","download_repo"],[5,1,1,"","download_repo_op"]],"skit_pipelines.components.download_yaml":[[5,1,1,"","download_yaml"],[5,1,1,"","download_yaml_op"]],"skit_pipelines.components.evaluate_slu_from_repo":[[6,1,1,"","evaluate_slu_from_repo"],[6,1,1,"","evalution_slu_from_repo_op"]],"skit_pipelines.components.fetch_calls":[[5,1,1,"","fetch_calls"],[5,1,1,"","fetch_calls_op"]],"skit_pipelines.components.fetch_gpt_intent_prediction":[[7,0,0,"-","constants"],[7,1,1,"","fetch_gpt_intent_prediction"],[7,1,1,"","fetch_gpt_intent_prediction_op"]],"skit_pipelines.components.fetch_gpt_intent_prediction.constants":[[7,1,1,"","get_prompt_text"]],"skit_pipelines.components.fetch_tagged_data_label_store":[[8,1,1,"","fetch_tagged_data_label_store"],[8,1,1,"","fetch_tagged_data_label_store_op"]],"skit_pipelines.components.fetch_tagged_dataset":[[5,1,1,"","fetch_tagged_dataset"],[5,1,1,"","fetch_tagged_dataset_op"]],"skit_pipelines.components.file_contents_to_markdown_s3":[[5,1,1,"","file_contents_to_markdown_s3"],[5,1,1,"","file_contents_to_markdown_s3_op"]],"skit_pipelines.components.final_conversation_generator":[[9,1,1,"","final_conversation_generator"],[9,1,1,"","final_conversation_generator_op"]],"skit_pipelines.components.gen_asr_metrics":[[5,1,1,"","gen_asr_metrics"],[5,1,1,"","gen_asr_metrics_op"]],"skit_pipelines.components.identify_compliance_breaches_llm":[[10,1,1,"","identify_compliance_breaches_llm"],[10,1,1,"","identify_compliance_breaches_llm_op"],[10,0,0,"-","utils"]],"skit_pipelines.components.identify_compliance_breaches_llm.utils":[[10,2,1,"","Call"],[10,2,1,"","Turn"],[10,1,1,"","format_call"],[10,1,1,"","get_prompt_text"],[10,1,1,"","parse_calls"],[10,1,1,"","slice_json"]],"skit_pipelines.components.identify_compliance_breaches_llm.utils.Call":[[10,4,1,"","audio_url"],[10,4,1,"","call_url"],[10,4,1,"","client_uuid"],[10,4,1,"","flow_uuid"],[10,4,1,"","id"],[10,4,1,"","reftime"],[10,4,1,"","turns"],[10,4,1,"","uuid"]],"skit_pipelines.components.identify_compliance_breaches_llm.utils.Turn":[[10,4,1,"","id"],[10,4,1,"","is_bot"],[10,4,1,"","reftime"],[10,4,1,"","utterance"],[10,4,1,"","uuid"]],"skit_pipelines.components.merge_transcription":[[5,1,1,"","overlay_transcription_csv"],[5,1,1,"","overlay_transcription_csv_op"]],"skit_pipelines.components.modify_entities":[[11,0,0,"-","duckling_inference"],[11,0,0,"-","modify_predictions"]],"skit_pipelines.components.modify_entities.duckling_inference":[[11,1,1,"","create_duckling_payload"],[11,1,1,"","extract_truth_in_labelstudio"],[11,1,1,"","extract_truth_in_tog"],[11,1,1,"","get_entities_from_duckling"],[11,1,1,"","handle_failing_value_cases"],[11,1,1,"","modify_truth"]],"skit_pipelines.components.modify_entities.modify_predictions":[[11,1,1,"","adjust_interval_values"],[11,1,1,"","modify_predictions"]],"skit_pipelines.components.modify_tagged_entities":[[5,1,1,"","modify_entity_dataset"],[5,1,1,"","modify_entity_dataset_op"]],"skit_pipelines.components.notification":[[5,1,1,"","slack_notification"],[5,1,1,"","slack_notification_op"]],"skit_pipelines.components.preprocess":[[13,0,0,"-","create_true_transcript_column"],[14,0,0,"-","create_utterance_column"],[15,0,0,"-","extract_true_transcript_labels_to_txt"],[16,0,0,"-","process_true_transcript_column"]],"skit_pipelines.components.preprocess.create_true_transcript_column":[[13,1,1,"","create_true_transcript_labels"],[13,1,1,"","create_true_transcript_labels_op"],[13,0,0,"-","utils"]],"skit_pipelines.components.preprocess.create_true_transcript_column.utils":[[13,1,1,"","pick_text_from_tag"]],"skit_pipelines.components.preprocess.create_utterance_column":[[14,1,1,"","create_utterances"],[14,1,1,"","create_utterances_op"],[14,0,0,"-","utils"]],"skit_pipelines.components.preprocess.create_utterance_column.utils":[[14,1,1,"","build_utterance"]],"skit_pipelines.components.preprocess.extract_true_transcript_labels_to_txt":[[15,1,1,"","extract_true_transcript_labels_to_txt"],[15,1,1,"","extract_true_transcript_labels_to_txt_op"],[15,0,0,"-","utils"]],"skit_pipelines.components.preprocess.extract_true_transcript_labels_to_txt.utils":[[15,1,1,"","pick_text_from_tag"]],"skit_pipelines.components.preprocess.process_true_transcript_column":[[16,1,1,"","process_true_transcript_labels"],[16,1,1,"","process_true_transcript_labels_op"]],"skit_pipelines.components.push_compliance_report_to_postgres":[[5,1,1,"","push_compliance_report_to_postgres"],[5,1,1,"","push_compliance_report_to_postgres_op"]],"skit_pipelines.components.re_presign_s3_urls":[[5,1,1,"","re_presign_s3_urls"],[5,1,1,"","re_presign_s3_urls_op"]],"skit_pipelines.components.read_json_key":[[5,1,1,"","read_json_key"],[5,1,1,"","read_json_key_op"]],"skit_pipelines.components.retrain_slu_from_repo":[[17,0,0,"-","comparision_report_generator"],[17,1,1,"","retrain_slu_from_repo"],[17,1,1,"","retrain_slu_from_repo_op"]],"skit_pipelines.components.retrain_slu_from_repo.comparision_report_generator":[[17,1,1,"","comparison_classification_report"],[17,1,1,"","comparison_confusion_report"]],"skit_pipelines.components.retrain_slu_from_repo_old":[[5,1,1,"","retrain_slu_from_repo"],[5,1,1,"","retrain_slu_from_repo_op_old"]],"skit_pipelines.components.sample_conversations_generator":[[18,1,1,"","sample_conversations_generator"],[18,1,1,"","sample_conversations_generator_op"],[18,0,0,"-","utils"]],"skit_pipelines.components.sample_conversations_generator.utils":[[18,1,1,"","run_conda_python_command"]],"skit_pipelines.components.tag_calls":[[19,0,0,"-","labelstudio"],[19,1,1,"","tag_calls"],[19,1,1,"","tag_calls_op"]],"skit_pipelines.components.tag_calls.labelstudio":[[19,1,1,"","upload2labelstudio"]],"skit_pipelines.components.upload2s3":[[5,1,1,"","upload2s3"],[5,1,1,"","upload2s3_op"]],"skit_pipelines.components.upload_conv_to_labelstudio":[[20,1,1,"","upload_conv_to_label_studio"],[20,1,1,"","upload_conv_to_label_studio_op"],[20,0,0,"-","utils"]],"skit_pipelines.components.upload_conv_to_labelstudio.utils":[[20,1,1,"","process_folder_and_save_csv"]],"skit_pipelines.components.upload_conversation_data_to_metrics_db":[[21,0,0,"-","queries"],[21,1,1,"","upload_conversation_data_to_metrics_db"],[21,1,1,"","upload_conversation_data_to_metrics_db_op"],[21,0,0,"-","utils"]],"skit_pipelines.components.upload_conversation_data_to_metrics_db.utils":[[21,1,1,"","get_file_path_from_folder"]],"skit_pipelines.components.upload_for_call_and_slot_tagging":[[22,1,1,"","fetch_calls_for_slots"],[22,1,1,"","fetch_calls_for_slots_op"]],"skit_pipelines.components.utils":[[5,1,1,"","alias_dataset"],[5,1,1,"","create_dataset_path"],[5,1,1,"","evaluate"],[5,1,1,"","execute_cli"],[5,1,1,"","filter_dataset"],[5,1,1,"","pick_1st_tag"]],"skit_pipelines.components.utils_slu":[[5,1,1,"","data_handler"],[5,1,1,"","handle_dvc_and_data_paths"],[5,1,1,"","prepare_data"],[5,1,1,"","process_custom_test_dataset"],[5,1,1,"","setup_project_config_repo"],[5,1,1,"","setup_repo"],[5,1,1,"","testing"]],"skit_pipelines.components.validate_and_add_situations_to_db":[[23,0,0,"-","queries"],[23,1,1,"","validate_and_add_situations_to_db"],[23,1,1,"","validate_and_add_situations_to_db_op"]],"skit_pipelines.components.zip_files_and_notify":[[5,1,1,"","zip_file_and_notify"],[5,1,1,"","zip_file_and_notify_op"]],"skit_pipelines.constants":[[2,1,1,"","CONSTRUCT_COOKIE_TOKEN"],[2,1,1,"","GET_GITHUB_REPO_URL"],[2,1,1,"","GET_GITLAB_REPO_URL"],[2,1,1,"","GET_RUN_URL"]],"skit_pipelines.pipelines":[[25,0,0,"-","asr_tune"],[26,0,0,"-","eval_asr_pipeline"],[27,0,0,"-","evaluate_slu"],[28,0,0,"-","fetch_calls_pipeline"],[29,0,0,"-","fetch_n_tag_calls"],[30,0,0,"-","fetch_n_tag_turns_and_calls"],[31,0,0,"-","fetch_tagged_calls_dataset"],[32,0,0,"-","fetch_tagged_data_from_labelstore"],[33,0,0,"-","fetch_tagged_entity_dataset"],[34,0,0,"-","generate_and_tag_conversations"],[35,0,0,"-","generate_sample_conversations"],[36,0,0,"-","publish_compliance_breaches"],[37,0,0,"-","retrain_slu"],[38,0,0,"-","retrain_slu_old"],[39,0,0,"-","tag_calls"],[40,0,0,"-","transcription_pipeline"]],"skit_pipelines.pipelines.asr_tune":[[25,1,1,"","asr_tune"]],"skit_pipelines.pipelines.eval_asr_pipeline":[[26,1,1,"","eval_asr_pipeline"]],"skit_pipelines.pipelines.evaluate_slu":[[27,1,1,"","evaluate_slu"]],"skit_pipelines.pipelines.fetch_calls_pipeline":[[28,1,1,"","fetch_calls_pipeline"]],"skit_pipelines.pipelines.fetch_n_tag_calls":[[29,1,1,"","fetch_n_tag_calls"]],"skit_pipelines.pipelines.fetch_n_tag_turns_and_calls":[[30,1,1,"","fetch_n_tag_turns_and_calls"]],"skit_pipelines.pipelines.fetch_tagged_calls_dataset":[[31,1,1,"","fetch_tagged_calls_dataset"]],"skit_pipelines.pipelines.fetch_tagged_data_from_labelstore":[[32,1,1,"","fetch_tagged_data_from_labelstore"]],"skit_pipelines.pipelines.fetch_tagged_entity_dataset":[[33,1,1,"","fetch_tagged_entity_dataset"]],"skit_pipelines.pipelines.generate_and_tag_conversations":[[34,1,1,"","generate_and_tag_conversations"]],"skit_pipelines.pipelines.generate_sample_conversations":[[35,1,1,"","generate_sample_conversations"]],"skit_pipelines.pipelines.publish_compliance_breaches":[[36,1,1,"","publish_compliance_breaches"]],"skit_pipelines.pipelines.retrain_slu":[[37,1,1,"","retrain_slu"]],"skit_pipelines.pipelines.retrain_slu_old":[[38,1,1,"","retrain_slu_old"]],"skit_pipelines.pipelines.tag_calls":[[39,1,1,"","tag_calls"]],"skit_pipelines.pipelines.transcription_pipeline":[[40,1,1,"","transcription_pipeline"]],"skit_pipelines.types":[[41,0,0,"-","situation_mapping_info"],[41,0,0,"-","tag_calls"]],"skit_pipelines.types.situation_mapping_info":[[41,2,1,"","SituationMappingInfo"],[41,4,1,"","SituationMappingInfoResponseType"]],"skit_pipelines.types.situation_mapping_info.SituationMappingInfo":[[41,4,1,"","situation_mapping_info"]],"skit_pipelines.types.tag_calls":[[41,2,1,"","TaggingResponse"],[41,4,1,"","TaggingResponseType"]],"skit_pipelines.types.tag_calls.TaggingResponse":[[41,4,1,"","df_sizes"],[41,4,1,"","errors"]],"skit_pipelines.utils":[[42,2,1,"","SlackBlockFactory"],[42,0,0,"-","cookies"],[42,1,1,"","create_dir_name"],[42,1,1,"","create_file_name"],[42,1,1,"","filter_schema"],[42,1,1,"","generate_generic_dir_name"],[42,0,0,"-","helpers"],[42,0,0,"-","k8s"],[42,0,0,"-","login"],[42,0,0,"-","normalize"],[42,0,0,"-","storage"],[42,0,0,"-","webhook"]],"skit_pipelines.utils.SlackBlockFactory":[[42,3,1,"","build"],[42,3,1,"","code_block"],[42,3,1,"","ping"],[42,3,1,"","text"],[42,3,1,"","text_block"]],"skit_pipelines.utils.cookies":[[42,1,1,"","construct_cookie_dict"],[42,1,1,"","fetch_latest_cookies"],[42,1,1,"","load_cookies"],[42,1,1,"","save_cookies"],[42,1,1,"","simulate_selenium_connection"]],"skit_pipelines.utils.helpers":[[42,1,1,"","convert_audiourl_to_filename"],[42,1,1,"","get_unix_epoch_timestamp_from_s3_presigned_url"],[42,1,1,"","re_presign_audio_url_if_required"]],"skit_pipelines.utils.k8s":[[42,1,1,"","get_pipeline_config_kfp"]],"skit_pipelines.utils.login":[[42,1,1,"","kubeflow_login"]],"skit_pipelines.utils.normalize":[[42,1,1,"","comma_sep_str"],[42,1,1,"","non_blank"],[42,1,1,"","strip"],[42,1,1,"","to_camel_case"],[42,1,1,"","to_snake_case"]],"skit_pipelines.utils.storage":[[42,1,1,"","create_storage_path"]],"skit_pipelines.utils.webhook":[[42,1,1,"","send_webhook_request"],[42,1,1,"","validate_request_success"]],skit_pipelines:[[3,0,0,"-","api"],[5,0,0,"-","components"],[2,0,0,"-","constants"],[24,0,0,"-","pipelines"],[41,0,0,"-","types"],[42,0,0,"-","utils"]]},objnames:{"0":["py","module","Python module"],"1":["py","function","Python function"],"2":["py","class","Python class"],"3":["py","method","Python method"],"4":["py","attribute","Python attribute"],"5":["py","data","Python data"]},objtypes:{"0":"py:module","1":"py:function","2":"py:class","3":"py:method","4":"py:attribute","5":"py:data"},terms:{"0":[0,5,29,30,34,35,36,41],"01":[27,28,29,31,33,37,38],"08":[27,37,38],"09":[27,29,30,37,38],"0x105272c70":[],"0x105272ca0":[],"0x105272d30":[],"0x105272ee0":[],"0x105272f70":[],"0x10714e370":[],"0x10714e3d0":[],"0x10714e580":[],"0x10714e610":[],"0x10725ab50":[],"0x10726f550":[],"0x10728e670":[],"0x10728e9a0":[],"0x10728ea30":[],"0x10728ea90":[],"0x10728eaf0":[],"0x1072b9130":[],"0x1072c8670":[],"0x1076b7370":[],"0x107721f40":[],"0x107760790":[],"0x107786f70":[],"0x10787cfa0":[],"0x1078b1b50":[],"0x1078b1c40":[],"0x1078e16d0":[],"0x1078e1760":[],"0x1078e7c70":[],"0x107942910":[],"0x107945c10":[],"0x1079579a0":[],"0x1079579d0":[],"0x107978250":[],"0x107978430":[],"0x1079a7580":[],"0x1079a7af0":[],"0x1079b0880":[],"0x1079b09d0":[],"0x1079d4670":[],"0x1079d4700":[],"0x1079e4460":[],"0x1079e4550":[],"0x1079e4ac0":[],"0x1079e4fa0":[],"0x1079f8b50":[],"0x1079f8bb0":[],"0x1079f8c10":[],"0x1079f8c70":[],"0x1079f8cd0":[],"0x107b85190":[],"0x107b85850":[],"0x107b858b0":[],"0x107b85910":[],"0x107b85970":[],"0x107b859d0":[],"0x107d06fd0":[],"0x108bf7220":[],"0x108bf7280":[],"0x108bf7430":[],"0x108bf74c0":[],"0x10903a0a0":[],"0x10903a100":[],"0x10903a2b0":[],"0x10903a340":[],"0x1090c23a0":[],"0x109139280":[],"0x10915ecd0":[],"0x109183040":[],"0x1091830d0":[],"0x109183130":[],"0x109183190":[],"0x1091834f0":[],"0x109195730":[],"0x1095887c0":[],"0x109590b80":[],"0x1095f3df0":[],"0x1096339d0":[],"0x109633eb0":[],"0x109667400":[],"0x10977b400":[],"0x10977b730":[],"0x1097c2880":[],"0x1097c2d00":[],"0x1097c2d90":[],"0x1097f0b20":[],"0x1097f9220":[],"0x109824760":[],"0x109824dc0":[],"0x109824e20":[],"0x10984f460":[],"0x10984f8e0":[],"0x109874190":[],"0x109874340":[],"0x1098743d0":[],"0x109881fa0":[],"0x109892040":[],"0x109892850":[],"0x109896070":[],"0x1098a5e80":[],"0x1098b4ac0":[],"0x1098b4af0":[],"0x1098b4b20":[],"0x1098b4bb0":[],"0x1098d11f0":[],"0x1098d1250":[],"0x1098d12b0":[],"0x1098d1310":[],"0x1098d1370":[],"0x109a51790":[],"0x109a51eb0":[],"0x109a51f10":[],"0x109a51f70":[],"0x109a51fd0":[],"0x109a5a070":[],"0x109be46a0":[],"0x10ab5b0d0":[],"0x10abe1130":[],"0x10ac09b50":[],"0x10ac09e80":[],"0x10ac09f10":[],"0x10ac09f70":[],"0x10ac09fd0":[],"0x10ac33430":[],"0x10ac3c790":[],"0x10afd5df0":[],"0x10afd5eb0":[],"0x10b034640":[],"0x10b03ca00":[],"0x10b055940":[],"0x10b08e8b0":[],"0x10b08ebe0":[],"0x10b08ec70":[],"0x10b08ecd0":[],"0x10b08ed30":[],"0x10b095c70":[],"0x10b0b9310":[],"0x10b0b93a0":[],"0x10b0e0790":[],"0x10b10cc40":[],"0x10b2411c0":[],"0x10b241ac0":[],"0x10b270700":[],"0x10b270b80":[],"0x10b270c10":[],"0x10b2c4670":[],"0x10b2d1b20":[],"0x10b2d1c10":[],"0x10b2d1c70":[],"0x10b2f9340":[],"0x10b2f9580":[],"0x10b32dd60":[],"0x10b32deb0":[],"0x10b3446d0":[],"0x10b3447c0":[],"0x10b351b50":[],"0x10b351d00":[],"0x10b361940":[],"0x10b361970":[],"0x10b3619a0":[],"0x10b361a30":[],"0x10b37e070":[],"0x10b37e0d0":[],"0x10b37e130":[],"0x10b37e190":[],"0x10b37e1f0":[],"0x10b4bd4f0":[],"0x10b4c5460":[],"0x10b4fd610":[],"0x10b4fdd30":[],"0x10b4fdd90":[],"0x10b4fddf0":[],"0x10b4fde50":[],"0x10b4fdeb0":[],"0x10b506400":[],"0x10b511e80":[],"0x10b55b7c0":[],"0x10b565490":[],"0x10b568af0":[],"0x10b572ac0":[],"0x10b572b50":[],"0x10b572fa0":[],"0x10b600610":[],"0x10b6633a0":[],"0x10b66f070":[],"0x10b66f370":[],"0x10b672700":[],"0x10b67a160":[],"0x10b67a790":[],"0x10b67ac40":[],"0x10b682fd0":[],"0x10b69e160":[],"0x10b69e490":[],"0x10b69e520":[],"0x10b69e580":[],"0x10b69e5e0":[],"0x10b6b23a0":[],"0x10b6ce820":[],"0x10b6cea00":[],"0x10b6df460":[],"0x10b6df7c0":[],"0x10b6df9a0":[],"0x10b6eb2b0":[],"0x10b6eb340":[],"0x10b6f97c0":[],"0x10b701d00":[],"0x10b701d30":[],"0x10b701d60":[],"0x10b701df0":[],"0x10b727430":[],"0x10b727490":[],"0x10b7274f0":[],"0x10b727550":[],"0x10b7275b0":[],"0x10b748370":[],"0x10b8a69d0":[],"0x10b8b2130":[],"0x10b8b2190":[],"0x10b8b21f0":[],"0x10b8b2250":[],"0x10b8b22b0":[],"0x10b8f96d0":[],"0x10b903880":[],"0x10b910940":[],"0x10b9109d0":[],"0x10b987df0":[],"0x10b995070":[],"0x10ba388e0":[],"0x10ba79280":[],"0x10ba79a60":[],"0x10baa4910":[],"0x10baa4d90":[],"0x10baa4e20":[],"0x10babc400":[],"0x10babc460":[],"0x10babc4c0":[],"0x10babc520":[],"0x10babc580":[],"0x10babc5e0":[],"0x10bae1760":[],"0x10bae1a00":[],"0x10bae1af0":[],"0x10baf2460":[],"0x10bb09130":[],"0x10bb09bb0":[],"0x10bb113a0":[],"0x10bb11580":[],"0x10bb13f70":[],"0x10bb38520":[],"0x10bb6e250":[],"0x10bb6e7c0":[],"0x10bb6edf0":[],"0x10bb77520":[],"0x10bb77b50":[],"0x10bb77b80":[],"0x10bb87f10":[],"0x10bb92130":[],"0x10bb92220":[],"0x10bb92be0":[],"0x10bba09d0":[],"0x10bbb8e50":[],"0x10bbb8ee0":[],"0x10bbb8f70":[],"0x10bbb8fa0":[],"0x10bcf1df0":[],"0x7fee011f1580":5,"0x7fee011f1730":5,"0x7fee011f17c0":5,"0x7fee023dd160":5,"0x7fee02439970":5,"0x7fee02466310":5,"0x7fee02466640":5,"0x7fee024666d0":5,"0x7fee02466730":5,"0x7fee02466790":5,"0x7fee02466c70":5,"0x7fee02466d60":5,"0x7fee02466dc0":5,"0x7fee026f27c0":5,"0x7fee02700a60":5,"0x7fee0270a850":8,"0x7fee0272eac0":5,"0x7fee02733490":5,"0x7fee027ba940":5,"0x7fee027ba9d0":5,"0x7fee02862850":6,"0x7fee02862df0":6,"0x7fee02862e20":6,"0x7fee02862eb0":6,"0x7fee02862f10":6,"0x7fee028c6fd0":18,"0x7fee1165b2b0":5,"0x7fee1165b580":20,"0x7fee116e0310":5,"0x7fee116e0970":5,"0x7fee116e0a30":5,"0x7fee116e0a60":5,"0x7fee116e0b20":5,"0x7fee116e0fa0":5,"0x7fee116f50d0":17,"0x7fee116f51c0":17,"0x7fee116f5520":17,"0x7fee116f55b0":17,"0x7fee116fe490":16,"0x7fee116fe670":17,"0x7fee116fec70":17,"0x7fee11716820":16,"0x7fee11717820":5,"0x7fee11731eb0":5,"0x7fee1173c880":5,"0x7fee1173c970":5,"0x7fee1173e0d0":21,"0x7fee11744640":14,"0x7fee117513d0":5,"0x7fee1175b3d0":13,"0x7fee1175b520":13,"0x7fee1175bdf0":14,"0x7fee117b72b0":9,"0x7fee117c3280":5,"0x7fee117c32b0":5,"0x7fee117e3220":15,"0x7fee117e3340":15,"0x7fee117e3f70":5,"0x7fee11811310":5,"0x7fee1181b8b0":5,"0x7fee1192ac10":5,"1":[0,3,5,28,29,31,33,34,35,39,41],"10":[0,5,17,27,30,36,37,38],"100":[36,39],"1000":[29,30,36],"11":[0,30,32,36],"12":[3,32],"13":[27,37,38],"135":[29,30],"16":[29,30,32],"1654862590":3,"19":[27,29,30,37,38],"194":30,"195":30,"1emz9jfna4pmp9wzercjfulrfe5atquedb61riaycxgvjq6kjq9qa":3,"2":[0,3,5,34,35,39],"20":32,"200":[4,5,8,28,29,30],"2000":32,"2020":[28,29,31,33],"2022":[27,29,30,32,36,37,38],"23":39,"294":32,"2b":3,"3":[0,3,39],"30":[0,3,40],"34":[29,30],"4":[0,34,35],"40":[31,33],"4011":[27,29,31,33,37,38],"4012":[27,29,37,38],"4013":29,"41":[29,30,39],"45f8":0,"45f8xxxxxxxx":0,"5":0,"500":36,"503":4,"595759":3,"6":0,"662b9909":0,"7":[0,42],"70":0,"8":[0,40],"85":[5,17,34,37,38],"8k":40,"8uxhy337idg3jbna8a":[],"9":[0,3],"95":34,"99":[34,35],"9991":[0,3],"case":[3,28,29,30],"class":[3,4,10,41,42],"default":[3,9,18,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40],"do":3,"final":[5,9],"float":[3,5,9,18,29,30,32,34,35,39],"function":[0,3,5,10],"import":0,"int":[3,4,5,8,9,10,17,18,28,29,30,32,34,35,36,37,38,40,42],"long":0,"new":[3,37,38],"null":0,"return":[3,5,10,23,42],"true":[0,5,13,15,16,17,28,29,30,37,38],"while":[27,37,38,40],A:[0,3,27,28,29,30,31,32,33,34,35,36,37,38,39,40],As:0,For:[3,37,38],If:[0,3],In:3,It:[0,3],No:[9,18,34,35],The:[0,3,9,10,18,26,27,28,29,30,31,32,33,34,35,36,37,38,39],These:0,To:[3,5,29,30,31,33,39],_:3,__init__:0,_client:[3,42],_confirm_:[27,37,38],_description_:3,_oos_:[27,37,38],_python_op:[5,6,8,9,13,14,15,16,17,18,20,21],_type_:3,a6gljoaxzonfyzya9nbzzob9wslh:[],a8xxxxx:0,access:3,access_token:[3,4],accordingli:3,across:32,act:[18,34,35],action:0,actual:[3,42],ad:5,add:[0,3,5,23],adjust_interval_valu:11,after:0,against:37,agent:[34,35],ai:[0,3,27,31,33,37,38,40],aim:32,alia:[27,37,38,41],alias_dataset:5,alias_yaml_path:[5,27,37,38],all:[0,5],allow:3,alwai:0,amount:[34,35],an:[0,5,10,27,29,30,37,38],anatomi:0,ani:[3,4,5,34,35,36,42],annot:[0,29,30,32,39],annotated_job_data:[5,6,17],annotated_job_data_path:[5,6,17],api:[0,1,2,29,30,39],api_run_detail:4,apiexcept:4,apirundetail:4,app:0,append:3,appl:[28,31,33,36,39],appli:[31,33],applic:[3,29,30],ar:[0,3,36],aren:0,argument:3,arguments_validation_exception_handl:3,artifact:0,artifact_node_to_uri:4,asia:[5,11,31,33],asr:[5,25,26,28,29,30,40],asr_provid:[5,28,29,30],asr_transcript:[1,2],asr_tun:[1,2,24],asr_tune_op:5,assist:0,assum:[3,42],async:3,attribut:3,audio:[5,28,29,30,40,42],audio_data:5,audio_data_path:5,audio_download:[1,2],audio_download_work:[5,40],audio_sample_r:[5,40],audio_speech_unclear:[27,37,38],audio_transcript:5,audio_transcription_op:5,audio_url:10,audios_dir:5,audios_dir_path:5,audiourl:42,augment_wordlist:5,augment_wordlist_path:[5,25],auth:[1,2],auth_model:[2,3],authenticate_bot:3,authenticate_us:3,auto:3,automat:3,avail:[27,34,35,37,38],axxxxxxxxx:0,background:3,background_task:3,backgroundtask:3,base64:3,base:[0,3,4,10,27,37,38,41,42],base_model:5,base_model_path:[5,25],basemodel:4,baserequestschema:4,becaus:3,becom:3,befor:[0,3,37,38],being:[28,34],benchmark:0,best:0,blaze:40,block:3,blockquot:3,bodi:3,bool:[4,5,6,7,10,17,28,29,30,36,37,38,42],bot:[0,3,28,29,30],both:[28,29,30],branch:[5,6,9,17,18,27,34,35,37,38],breach:[0,5,10,36],breviti:3,broken:28,bucket:[4,5,6,17,25,26,27,37,38,39,42],build:[0,42],build_utter:14,built:0,c:42,call:[0,3,5,10,19,22,28,29,30,34,35,36,39],call_project_id:[5,19,30,39],call_quant:[5,28,29,30,36],call_test:[29,30],call_typ:[5,28,29,30],call_url:10,callabl:3,caller:[28,29,30],calls_file_s3_path:[5,30],can:[0,3,27,28,29,30,36,37,38],cannot:[34,35],care:0,categori:34,cc:[5,42],certain:3,chang:3,changelog:0,channel:[3,5,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40],channel_id:3,channel_typ:3,charon:[3,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40],chatcomplet:[5,10],check:[3,5,23,27,36,37,42],choos:[28,29,30],cicza:[],classmethod:4,client:[3,27,28,29,30,32,34,37,38,39,42],client_id:[5,21,28,29,30,34],client_msg_id:3,client_resp:3,client_uuid:10,cloud:0,cluster:34,cmd:5,code:[0,3,28,29,30,36],code_block:[5,42],collect:[3,29,30],com:[31,33,40],combin:[37,38],comma:[27,28,29,30,31,32,33,36,37,38,39],comma_sep_str:42,command:[3,18],command_pars:3,compare_branch:[5,6,27],comparision_report_gener:[2,5],comparison_classification_report:17,comparison_classification_report_path:[5,6,17],comparison_confusion_matrix_path:[5,6,17],comparison_confusion_report:17,complainc:10,complet:0,complex:0,complianc:[0,5,10,36],compon:[1,2],concurr:5,conda:5,condit:3,config:[5,40],config_path:5,config_s3_path:40,consist:5,constant:[0,1,5],construct_cookie_dict:42,construct_cookie_token:2,contain:[0,9,10],content:1,contribut:0,conv:[5,9,18,20,34,35],conv_directori:[5,21],conveni:[0,3],convers:[0,5,9,10,18,21,28,29,30,31,33,34,35,36],conversations_dir:[5,20],convert:[10,42],convert_audiourl_to_filenam:42,cooki:[1,2],cookie_dict:2,cookie_save_path:42,cookies_path:42,copi:3,core:[11,27,37],core_slu_repo_branch:[5,6,17,27,37],core_slu_repo_nam:[5,6,17,27,37],corpu:5,corpus_path:[5,25],corpus_tog_job_id:25,correspond:0,creat:[0,3,5,13,14,37],create_access_token:3,create_dataset_path:5,create_dir_nam:42,create_duckling_payload:11,create_file_nam:42,create_mr:[1,2],create_mr_op:5,create_recur:3,create_storage_path:42,create_true_transcript_column:[5,12],create_true_transcript_label:13,create_true_transcript_labels_op:[5,13],create_utter:14,create_utterance_column:[5,12],create_utterances_op:[5,14],credenti:0,csv:[5,10,26,27,37,38,39,40,42],current:[3,28,29,30,36],current_statu:4,custom:[27,37,38],custom_model:[2,3],custom_test_dataset_path:37,custom_test_dataset_pres:5,custom_test_s3_data:[5,17],custom_test_s3_data_path:[5,17],customization_repo_branch:[5,6,17,27,37,38],customization_repo_nam:[5,6,17,27,37,38],customrespons:4,d251:0,dai:[36,42],data1:[27,37,38],data2:[27,37,38],data:[0,3,5,8,9,13,14,15,16,18,21,26,27,31,32,33,34,35,37,38,40,42],data_handl:5,data_label:[5,8,19,20,29,30,32,34,39],data_path:[5,13,14,15,16],data_s3_path:40,data_typ:5,databas:[0,36],datafram:[10,11],datapoint:[29,30,39],dataset:[0,5,26,27,31,33,37,38,39,40],dataset_path:[5,37,38],dataset_typ:5,date:[27,28,29,30,31,32,33,36,37,38],datetim:3,db:[3,5,10,21,23,28,29,30],dd:[27,28,29,30,31,32,33,36,37,38],debt:[34,35],decod:3,decode_payload:3,delimit:34,depend:[3,5],descript:3,df:11,df_size:41,dict:[3,4,5,9,10,11,20,21,42],dictionari:[3,10],differ:40,difficult:[0,34,35],dimens:11,dir:0,dir_typ:42,directori:[0,5,18,34],displai:5,display_sampl:5,disput:[34,35],doc:[0,27,37,38],dockerfil:5,docstr:25,doe:0,doesn:[0,3],don:0,done:3,download:[0,5,40,42],download_audio_wav:5,download_audio_wavs_op:5,download_csv_from_s3:5,download_csv_from_s3_op:5,download_directory_from_s3:5,download_directory_from_s3_op:5,download_file_from_s3:5,download_file_from_s3_op:5,download_from_s3:[1,2],download_repo:[1,2],download_repo_op:5,download_yaml:[1,2],download_yaml_op:5,ds_sourc:11,duckl:5,duckling_infer:[2,5],duckling_req_payload:11,durat:[28,29,30],dvc:0,e33879a1:0,each:[0,10],ecr:0,eeve:[27,37,38],eg:[28,29,30,36],either:3,els:[5,23],empti:[28,30],empty_poss:5,en:[3,28,29,30,36],en_in:11,encod:3,encode_payload:3,encoded_payload:3,end:[27,28,29,30,31,32,33,36,37,38],end_dat:[5,8,22,28,29,30,31,32,33,36],end_date_offset:[5,29,30,36],end_time_offset:[5,29,30],endpoint:[1,2],ensur:[0,3],entir:[0,10,36],entiti:[0,5,30,32,33],entri:0,env:0,environ:0,epch:38,epoch:[5,17,37,38,42],error:[2,3,41],error_log:4,escap:3,etc:[0,3,28,29,30,31,33,36,39],eval:33,eval_asr_pipelin:[2,24],evalu:[0,5,6,26,27,37],evaluate_slu:[2,24],evaluate_slu_from_repo:[2,5],evalution_slu_from_repo_op:[5,6],even:3,event:3,event_t:3,everi:3,exactli:0,exampl:[0,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40],exc:3,except:4,execute_cli:5,exist:[5,18,23,27,37,38],expect:3,experiment_nam:3,expires_delta:3,ext:[5,42],extens:42,extract:[5,15],extract_true_transcript_labels_to_txt:[5,12],extract_true_transcript_labels_to_txt_op:[5,15],extract_truth_in_labelstudio:11,extract_truth_in_tog:11,fail:[0,3],fals:[3,4,5,6,11,17,28,29,30,36,37,38,42],fastapi:3,favour:0,fetch:[5,7,8,22,31,32,33],fetch_cal:[0,1,2,10],fetch_calls_for_slot:22,fetch_calls_for_slots_op:[5,22],fetch_calls_op:5,fetch_calls_pipelin:[0,2,24],fetch_gpt_intent_predict:[2,5],fetch_gpt_intent_prediction_op:[5,7],fetch_latest_cooki:42,fetch_n_tag_cal:[2,24],fetch_n_tag_turns_and_cal:[2,24],fetch_tagged_calls_dataset:[2,24],fetch_tagged_data_from_labelstor:[2,24],fetch_tagged_data_label_stor:[2,5],fetch_tagged_data_label_store_op:[5,8],fetch_tagged_dataset:[1,2],fetch_tagged_dataset_op:5,fetch_tagged_entity_dataset:[2,24],field:41,file:[0,5,9,10,18,39,40],file_cont:5,file_contents_to_markdown_s3:[1,2],file_contents_to_markdown_s3_op:5,file_nam:5,file_path:0,file_titl:5,file_typ:[5,42],filenam:[5,18,34,35,42],filter:[27,28,29,30,31,32,33,36,37,38],filter_artifact_nod:4,filter_dataset:5,filter_list:42,filter_map:4,filter_schema:42,final_conversation_gener:[2,5],final_conversation_generator_op:[5,9],final_test_dataset_path:5,finish:42,first:[37,38],flleroz62o9hswr0rczwguz26eohx6ct5awgq9gr9ihffv5jmhr:[],flow:[28,29,30,32,36],flow_id:[5,8,28,29,30,32],flow_nam:[5,28,29,30],flow_uuid:10,fn:42,folder:5,folder_path:[20,21],follow:3,forc:42,form_data:3,format:[3,28,29,30,36],format_cal:10,found:5,frame:11,frequenc:40,from:[3,5,6,9,10,17,18,27,28,29,30,32,34,35,36,37,38,42],fruit:[28,31,33,36,39],fsm:[10,28,29,30],fsm_db:30,full:[27,34,35,37,38],gatewai:[29,30,39],gen:[5,34],gen_asr_metr:[1,2],gen_asr_metrics_op:5,gener:[0,5,9,18,34,35],general_lm:5,general_lm_path:[5,25],generate_and_tag_convers:[2,24],generate_generic_dir_nam:42,generate_sample_convers:[2,24,34],generate_schema:4,generated_conversations_s3_link:[5,21],get:[0,3,18,34],get_all_pipelines_fn:4,get_entities_from_duckl:11,get_file_path_from_fold:21,get_github_repo_url:2,get_gitlab_repo_url:2,get_kf_object_uri:4,get_message_data:3,get_normalized_pipelines_fn_map:4,get_pipeline_config_kfp:42,get_prompt_text:[7,10],get_run_url:2,get_unix_epoch_timestamp_from_s3_presigned_url:42,get_us:3,get_users_db:3,git_host_nam:5,github:[0,9,18,31,33,34,35,40],gitlab:[27,37,38],given:[0,3,10,28,34,35,36],go:0,googl:[28,29,30],gpt:[5,7,29,30,34,35],ground:5,group:[5,10],gu:3,guid:0,handl:3,handle_app_mention_ev:3,handle_dvc_and_data_path:5,handle_failing_value_cas:11,hang:[34,35],happen:32,happi:3,hashed_password:[3,4],have:[0,3,34,35],header:0,health:3,health_check:3,help:3,help_messag:3,helper:[1,2],helplessli:0,here:[0,3,27,37,38],hi:[3,28,29,30,36],highli:42,hit:5,host:0,hous:0,hr15guef8usu5ttpkk:[],http:[0,31,33,40,42],human:35,id:[2,5,9,10,23,27,28,29,30,31,32,33,34,36,37,38,39],ideal:3,identifi:[5,10,28,29,30,36,39],identify_compliance_breaches_llm:[2,5],identify_compliance_breaches_llm_op:[5,10],ignor:[28,29,30],ignore_cal:[5,28,29,30],im:3,imag:0,inbound:[28,29,30],inconveni:3,indent:3,index:0,indigo_domain_tuning_english:[29,30],infer:5,info:40,initial_train:[5,17,37,38],input:[3,5,10],input_cal:10,input_df:10,input_fil:[5,19],inputpath:[5,6,13,14,15,16,17,20,21],insert:[5,23],insid:3,instal:5,instead:30,integ:[29,30],integr:[26,27,28,29,30,31,32,33,34,35,36,37,38,39,40],intent:[5,7,27,28,29,30,32,37,38],intent_alia:[5,6,17],intent_alias_path:[5,6,17],intent_col:5,intent_report:[27,37,38],interval_valu:11,invoc:0,invok:[26,27,28,29,30,31,32,33,34,35,36,37,38,39,40],is_bot:10,iter:[4,9,18,34,35],its:[0,5],iv2ibmewauyhjo2umytehomupouwphwqmw:[],job:[27,29,31,33,37,38,39],job_end_d:[27,37,38],job_id:[5,27,29,31,33,37,38,39],job_start_d:[27,37,38],json:[3,5,10,42],jsonrespons:4,k8:[1,2],kd:[],keep:3,kei5vjehpnumse5xagheajjnrnrdop4difq:[],kei:[5,27,37,38],kf_client:3,kf_cooki:42,kfp:[3,5,6,8,9,13,14,15,16,17,18,20,21,42],kfp_api_error:4,kfp_api_exception_handl:3,kfp_server_api:4,know:3,kolkata:[5,11,31,33],kubeflow:[0,34],kubeflow_login:42,label:[5,8,13,15,16,20,29,30,31,32,33,39],labelstudio:[2,5,27,29,30,31,33,37,38,39],labelstudio_project_id:[5,17,27,29,30,31,33,34,37,38,39],labelstudio_tag_json:11,labestudio:[29,31,33,39],labestudio_project_id:[27,37,38],lang:[5,25,28,29,30,36,39],languag:[28,29,30,36,39],language_cod:[5,22],last:[37,38],later:0,latest_model_path:17,lead:3,level:[3,10,30],like:[0,3],limit:[5,8,32],link:[3,9,34],list:[0,4,5,9,10,11,18,19,20,21,27,28,29,30,31,33,34,35,36,37,38,39,42],live:[3,29,30,32,39],ll:3,llm:[5,10,36],llm_trainer_repo_branch:[5,9,18,34,35],llm_trainer_repo_nam:[5,9,18,34,35],llmtrainer:[34,35],load_cooki:42,local:11,logger:3,login:[1,2],login_for_access_token:3,lx9mvxa44k:[],ma:3,mac:0,machin:3,mai:[0,3],main:[4,9,18,34,35],make:[3,9,18,34,35],make_respons:3,make_run_request:3,map:9,markdown:[3,5],master:[5,27,37,38],maximum:40,md:0,mdt9ml7ljei:[],merge_transcript:[1,2],messag:[0,3,4,5],message_t:3,metric:[0,5,21,26,30,31,33],min_dur:[5,28,29,30],mind:3,miniconda:0,minim:[27,34,35,37,38],minut:3,misc:[],ml:[0,4],ml_metric:36,mm:[27,28,29,30,31,32,33,36,37,38],model:[0,2,3,5,9,10,18,25,27,34,35,36,37,38,42],modif:33,modifi:5,modify_ent:[2,5],modify_entity_dataset:5,modify_entity_dataset_op:5,modify_predict:[2,5],modify_tagged_ent:[1,2],modify_truth:11,modul:[0,1],more:[0,40],mr:[3,5,37],mr_titl:5,multi:[31,33],multipl:[27,34,37,38],must:5,n_choic:[5,9,18,34,35],n_iter:[5,9,18,34,35],name:[0,3,4,5,9,18,26,27,34,35,37,38,42],namespac:[2,3,4],neat:3,necessari:[0,5],need:3,nest:3,next:42,node:4,non_blank:42,none:[3,4,5,8,11,18,19,36,42],nonetyp:3,normal:[1,2],notif:[1,2,26,27,28,29,30,31,32,33,34,35,36,37,38,39],notifi:[5,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40],ns:0,number:[3,27,28,29,30,31,32,33,36,37,38,39,41],oauth2:3,oauth2passwordbear:3,oauth2passwordrequestform:3,obj:4,object:[3,4,5,6,8,9,10,13,14,15,16,17,18,20,21,42],obtain:10,offici:0,offset:[29,30],ok:[0,4],onc:0,one:[0,3,27,28,29,30,37,38],onli:[3,28,29,30,36,37,38,42],ood:[27,37,38],openai:[5,10],oppo:[27,37,38],option:[3,4,5,8,9,18,19,26,27,28,29,30,31,32,33,34,35,36,37,38,39],orang:[28,31,33,36,39],org:[5,26,27,37,38],org_auth_token:5,org_auth_token_op:5,org_id:[5,22,26,29,30,31,33,39,42],organ:[29,30,39],original_csv:5,original_csv_path:5,other:[0,3],our:0,out:[27,37],outbound:[28,29,30],output:[0,9,10,18,34,40],output_classification_report_path:5,output_confusion_matrix_path:5,output_dir:[18,34],output_path:[5,8,9,13,14,15,16,17,18],outputpath:[5,6,8,9,13,14,15,16,17,18],overlai:5,overlay_transcription_csv:5,overlay_transcription_csv_op:5,p_generate_and_tag_convers:[],p_generate_and_upload_convers:[],p_generate_sample_convers:[],packag:1,page:0,pai:[34,35],panda:11,param:[3,5,10],param_1:3,paramet:[3,9,18,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40],pars:[3,10],parse_cal:10,parse_respons:4,parser:4,parserunrespons:4,part:[0,10,28,29,30],pass:[3,27,34,37,38],password:[3,42],past:3,path1:[27,37,38],path2:[27,37,38],path:[9,10,18,26,27,28,29,30,31,33,37,38,39,40,42],path_on_disk:5,payload:[3,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40],payloadtyp:3,peopl:3,per:[27,28,29,30,31,33,37,38,39],percentag:[37,38],perform:0,persist:[0,36],pick:[28,29,30,36],pick_1st_tag:5,pick_text_from_tag:[13,15],ping:42,pipelin:[1,2,3],pipeline_fn:4,pipeline_func:3,pipeline_nam:[3,4,42],pipeline_run_req:3,pipeline_upload:34,pitfal:3,plain_password:3,poetri:0,poor:3,port:0,postgr:5,pred_label_column:[5,26],predict:[5,7,29,30],prefix:18,prepar:[0,5],prepare_data:5,preprocess:[2,5],present:[3,40,42],presign:[5,42],prevent:0,prfix:[34,35],privat:[0,42],process:[5,16],process_custom_test_dataset:5,process_folder_and_save_csv:20,process_true_transcript_column:[5,12],process_true_transcript_label:16,process_true_transcript_labels_op:[5,16],prod_model_path:17,produc:0,production_classification_report_path:[],production_confusion_matrix_path:[],program:0,progress:0,project:[5,27,28,29,30,31,33,37,38,39],project_config_local_path:5,project_id:[5,19,20],project_path:[2,5],prompt:[9,18,34,35],prompt_file_path:[5,18],prompt_links_in_s3:[5,21],provid:[27,29,31,33,37,38,39],proxi:0,publish:0,publish_compliance_breach:[2,24],pull:0,purpos:[3,42],push:[0,5,10],push_compliance_report_to_postgr:[1,2],push_compliance_report_to_postgres_op:5,py:0,pydant:4,python:0,pytz_tz:11,q:[],queri:[0,2,5,30,32,36],quickli:3,random:0,randomli:[28,29,30],rang:[27,28,29,30,31,32,33,36,37,38],rate:40,re:[5,37,38,42],re_presign_audio_url_if_requir:42,re_presign_s3_url:[1,2],re_presign_s3_urls_op:5,read:5,read_access_token:3,read_json_kei:[1,2],read_json_key_op:5,readi:[0,33],realli:0,reason:4,rebuild:0,recommend:0,recur:3,recurr_run_format:3,redact:3,reduc:0,ref:[],refactor:34,refer:[5,26,27,31,33,37,38,40,42],reference_tim:11,reftim:[10,11],region:[31,33],regularli:0,rel:[27,37,38],reload:0,rememb:3,remind:3,remov:[3,27,28,37,38],remove_empty_audio:[5,28,29,30],remove_int:[5,6,17,27,37,38],remove_intents_list:5,remove_wordlist:5,remove_wordlist_path:[5,25],repo:[5,6,9,17,18,34,35],repo_branch:[5,27,37,38],repo_nam:[2,5,6,17,27,37,38],repo_path:5,report1_path:17,report2_path:17,report:[5,28,29,30,36],repositori:[27,37,38],repres:10,req:3,req_valu:5,request:[2,3,42],requir:[0,3,36],resp:42,respond:3,respons:[2,3,42],result:[0,10,36],retrain:[0,5,17,37,38],retrain_slu:[2,24,38],retrain_slu_from_repo:[2,5],retrain_slu_from_repo_old:[1,2],retrain_slu_from_repo_op:[5,17],retrain_slu_from_repo_op_old:5,retrain_slu_old:[2,24],reusabl:0,run:[0,3,4,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,42],run_cmd:5,run_conda_python_command:18,run_dir:5,run_id:[0,4],run_info:3,run_kfp_pipeline_func:3,run_pipelin:3,run_respons:4,run_url:[0,4],runpipelineresult:3,runtime_env_var:5,rxyv65yowdagaauvafvmo6p:[],s3:[0,4,5,9,25,26,27,28,29,30,34,37,38,39,40,42],s3_data:[5,6,17],s3_data_path:[5,6,17],s3_description_path:5,s3_file_path:[5,7,10],s3_http_turn_audio_url:42,s3_links_to_prompt:[5,9,34,35],s3_path:[0,5,17,30,39],s3_path_data:26,s:[0,3,27,28,29,30,37,38],sai:3,same:[0,5],sampl:[0,5,18,28,29,30,35,36,40],sample_conversations_gener:[2,5],sample_conversations_generator_op:[5,18],sandbox:[37,38],save:[0,26,31,33],save_cooki:42,scenario:[5,9,18,23,34,35],scenario_categori:[5,23,34],schedul:3,schedule_run_complet:3,schema:42,script:34,sdk:0,search:0,second:42,secret:0,section:0,secur:3,self:3,semver:0,send:[3,5,26,27,28,29,30,31,32,33,34,35,36,37,38,39,42],send_webhook_request:42,sent:5,separ:[27,28,29,30,31,33,36,37,38,39],seper:32,serial:3,server:3,server_port:3,servic:[3,5,27,37],set:[0,5,37,38],set_error_log:4,set_nodegroup_for_pipelin:4,set_stat:4,setup:[0,5],setup_project_config_repo:5,setup_repo:5,sh:0,share:0,should:[0,3,32,37,38],simulate_selenium_connect:42,sinc:[3,27,29,30,31,33,37,38,39,42],singl:[0,9,10,18,34,35],situat:[5,9,18,23,34,35],situation_file_path:[5,18],situation_info_list:[5,9],situation_mapping_info:[1,2,23],situationmappinginfo:[23,41],situationmappinginforesponsetyp:41,situations_id_info:[5,20,21],skip:0,skit:[3,31,32,33,40],skit_pipelin:0,slack:[0,3,5,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40],slack_bot:[1,2],slack_channel:3,slack_notif:5,slack_notification_op:5,slack_thread:[3,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40],slackblockfactori:42,slackbot:3,slice:10,slice_json:10,slot:[5,22,30],slu:[0,5,6,17,27,37,38],slu_path:5,slu_repo_nam:[27,37,38],snippet:0,so:[3,34,35],sourc:[0,2,3,4,5,6,7,8,9,10,11,13,14,15,16,17,18,19,20,21,22,23,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,42],source_branch:5,specif:42,split:[0,5,37,38],sqlite:5,sqlite_path:5,starlett:[3,4],start:[3,27,28,29,30,31,32,33,36,37,38],start_dat:[5,8,22,28,29,30,31,32,33,36],start_date_offset:[5,29,30,36],start_time_offset:[5,29,30],state:[5,28,29,30],statu:[0,3,4],status_cod:4,statusresponsemodel:4,statuswiserespons:4,step:0,stop:36,storag:[1,2],storage_opt:[5,25,42],storage_path:5,storageopt:[4,42],store:[4,5,8,9,18,34],str:[2,3,4,5,6,7,8,9,10,11,13,14,15,16,17,18,19,20,21,22,23,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,42],stratifi:[5,17,37,38],string:[3,10,42],strip:42,structur:5,studio:[5,20],sub_scenario:35,submodul:[1,12],subpackag:1,subtest:28,successfulcreationrespons:4,successfulli:0,supported_lang_cod:3,t:[0,3,18],ta:[3,28,29,30,36],tabl:9,tag:[0,5,8,13,15,19,26,27,30,31,32,33,34,37,38],tag_cal:[1,2,5,20,24],tag_calls_op:[5,19],tagged_data_path:5,taggingrespons:[19,20,41],taggingresponsetyp:41,take:[0,5],talk:35,tar:0,target:37,target_branch:5,target_fil:21,target_model_path:25,target_mr_branch:[37,38],task:[31,33],task_typ:[5,31,33],te:[3,28,29,30,36],team:[0,3],temperatur:[5,9,18,34,35],templat:[3,28,29,30,34,36],template_id:[5,21,28,29,30,34,36],ten:3,test:[0,5,34,37,38],test_dataset_path:[5,27],test_prompt:34,text:[3,10,11,42],text_block:42,than:3,thei:[34,35,36],them:[3,5,10],thi:[0,3,26,27,28,29,30,31,33,37,38,39,42],thing:0,thread:[5,26,27,28,29,30,31,32,33,34,35,36,37,38,39],thread_id:5,till:0,time:[3,9,18,29,30,34,35,36,37,38],timedelta:3,timeout:3,timestamp:42,timezon:[5,11,31,33],titl:5,tlenwfuuiaaukt1wnn:[],tmp:[0,42],to1:[27,37,38],to2:[27,37,38],to_camel_cas:42,to_snake_cas:42,todai:32,todo:25,tog:[3,27,29,31,33,37,38,39],tog_job_id:5,tog_tag_json:11,token:[2,3,4,5],token_fetch:3,token_typ:4,tokendata:4,train:[0,5,27,37,38],train_split_perc:[5,17,37,38],transcrib:[0,40],transcript:[5,13,15,16,26,32],transcript_i:[5,26],transcription_concurr:40,transcription_pipelin:[2,24],transfer:[34,35],transform_non:4,trigger:3,true_label_column:[5,13,15,16,26],truth:5,ts:3,tuesdai:3,tune:5,tupl:[3,41],turn:[0,5,10,28,29,30,42],txt:[5,9,15,18,34],type:[1,2,3,4,5,8,9,10,18,19,20,21,23,25,31,33,34,35],typo:0,uat:34,ui:0,under:[27,37,38],understand:0,union:42,univers:3,unix:42,unread:3,untagged_records_path:[5,22],up:[34,35],updat:0,upload2labelstudio:19,upload2s3:[0,1,2],upload2s3_op:5,upload2tog:[],upload:[0,5,20,21,27,29,30,37,38,39],upload_as_directori:5,upload_conv_to_label_studio:20,upload_conv_to_label_studio_op:[5,20],upload_conv_to_labelstudio:[2,5],upload_conversation_data_to_metrics_db:[2,5],upload_conversation_data_to_metrics_db_op:[5,21],upload_for_call_and_slot_tag:[2,5],uri:[4,27,37,38],url:[5,28,29,30,42],url_path:3,us:[0,3,5,9,10,18,26,27,28,29,30,31,33,34,35,36,37,38,39,40,42],use_assisted_annot:[5,7,29,30],use_cas:[5,28,29,30],use_fsm_url:[5,28,29,30],use_lat:11,use_previous_dataset:[5,17,37,38],user:[2,3,4,34,35],userindb:4,usernam:[3,4,42],util:[0,1,2,12],utils_slu:[1,2],utter:[5,10,14,26],uuid:[3,10],uvicorn:0,ux:3,val_corpu:5,val_corpus_path:[5,25],val_corpus_tog_job_id:25,valid:[3,5,23,42],valid_us:3,validate_and_add_situations_to_db:[2,5],validate_and_add_situations_to_db_op:[5,23],validate_input:[1,2],validate_input_param:3,validate_request_success:42,validate_setup:[5,6,17],validateinput:3,valu:[3,4,5,10,11,29,30],variou:3,vasr:[28,29,30],vendor:[28,29,30],veri:0,verify_password:3,vernacular:[4,25],vernacularai:[27,37,38],via:[0,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40],voic:[28,29,30],voicebot:[0,28,29,30],vs:28,wa:[37,38],wai:3,wait_for_run_complet:3,want:[0,27,35,37,38],wav:[5,42],we:[0,3,9,18,28,29,30,34,35],webhook:[1,2,4],webhook_url:3,well:0,when:3,whenev:36,where:[9,18,34,36],whether:[5,27,28,29,30,32,34,35,37,38],which:[5,32,34,37,42],whole:[28,29,30],wiht:33,within:[0,3],work:0,worker:[0,40],workflow:0,would:[0,10],written:10,xlmr:0,xxxxx:0,yaml:[0,5,27,37,38,40],yaml_path:5,yesterdai:32,you:[0,37,38],your:[27,37,38],ype:18,yyyi:[27,28,29,30,31,32,33,36,37,38],z0:3,zip:5,zip_file_and_notifi:5,zip_file_and_notify_op:5,zip_files_and_notifi:[1,2]},titles:["Skit-pipelines","skit_pipelines","skit_pipelines package","skit_pipelines.api package","skit_pipelines.api.models package","skit_pipelines.components package","skit_pipelines.components.evaluate_slu_from_repo package","skit_pipelines.components.fetch_gpt_intent_prediction package","skit_pipelines.components.fetch_tagged_data_label_store package","skit_pipelines.components.final_conversation_generator package","skit_pipelines.components.identify_compliance_breaches_llm package","skit_pipelines.components.modify_entities package","skit_pipelines.components.preprocess package","skit_pipelines.components.preprocess.create_true_transcript_column package","skit_pipelines.components.preprocess.create_utterance_column package","skit_pipelines.components.preprocess.extract_true_transcript_labels_to_txt package","skit_pipelines.components.preprocess.process_true_transcript_column package","skit_pipelines.components.retrain_slu_from_repo package","skit_pipelines.components.sample_conversations_generator package","skit_pipelines.components.tag_calls package","skit_pipelines.components.upload_conv_to_labelstudio package","skit_pipelines.components.upload_conversation_data_to_metrics_db package","skit_pipelines.components.upload_for_call_and_slot_tagging package","skit_pipelines.components.validate_and_add_situations_to_db package","skit_pipelines.pipelines package","skit_pipelines.pipelines.asr_tune package","skit_pipelines.pipelines.eval_asr_pipeline package","skit_pipelines.pipelines.evaluate_slu package","skit_pipelines.pipelines.fetch_calls_pipeline package","skit_pipelines.pipelines.fetch_n_tag_calls package","skit_pipelines.pipelines.fetch_n_tag_turns_and_calls package","skit_pipelines.pipelines.fetch_tagged_calls_dataset package","skit_pipelines.pipelines.fetch_tagged_data_from_labelstore package","skit_pipelines.pipelines.fetch_tagged_entity_dataset package","skit_pipelines.pipelines.generate_and_tag_conversations package","skit_pipelines.pipelines.generate_sample_conversations package","skit_pipelines.pipelines.publish_compliance_breaches package","skit_pipelines.pipelines.retrain_slu package","skit_pipelines.pipelines.retrain_slu_old package","skit_pipelines.pipelines.tag_calls package","skit_pipelines.pipelines.transcription_pipeline package","skit_pipelines.types package","skit_pipelines.utils package"],titleterms:{"new":0,api:[3,4],asr_transcript:5,asr_tun:[5,25],audio_download:5,auth:[3,5],auth_model:4,comparision_report_gener:17,compon:[0,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23],constant:[2,7],content:[2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],cooki:42,create_mr:5,create_true_transcript_column:13,create_utterance_column:14,custom_model:4,develop:0,download_from_s3:5,download_repo:5,download_yaml:5,duckling_infer:11,endpoint:[0,3],error:[0,4],eval_asr_pipelin:26,evaluate_slu:27,evaluate_slu_from_repo:6,extract_true_transcript_labels_to_txt:15,fetch_cal:5,fetch_calls_pipelin:28,fetch_gpt_intent_predict:7,fetch_n_tag_cal:29,fetch_n_tag_turns_and_cal:30,fetch_tagged_calls_dataset:31,fetch_tagged_data_from_labelstor:32,fetch_tagged_data_label_stor:8,fetch_tagged_dataset:5,fetch_tagged_entity_dataset:33,file_contents_to_markdown_s3:5,final_conversation_gener:9,gen_asr_metr:5,generate_and_tag_convers:34,generate_sample_convers:35,helper:42,identify_compliance_breaches_llm:10,indic:0,k8:42,labelstudio:19,local:0,login:42,make:0,merge_transcript:5,model:4,modify_ent:11,modify_predict:11,modify_tagged_ent:5,modul:[2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],normal:42,notif:5,packag:[2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],pend:0,pipelin:[0,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40],pre:0,preprocess:[12,13,14,15,16],process_true_transcript_column:16,project:0,publish_compliance_breach:36,push_compliance_report_to_postgr:5,queri:[21,23],re_presign_s3_url:5,read_json_kei:5,request:4,requisit:0,respons:[0,4],retrain_slu:37,retrain_slu_from_repo:17,retrain_slu_from_repo_old:5,retrain_slu_old:38,sample_conversations_gener:18,situation_mapping_info:41,skit:0,skit_pipelin:[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],slack_bot:3,storag:42,strucutur:0,submodul:[2,3,4,5,7,10,11,13,14,15,17,18,19,20,21,23,41,42],subpackag:[2,3,5,12,24],success:0,tabl:0,tag_cal:[19,39,41],tog:[],transcription_pipelin:40,type:41,upload2s3:5,upload_conv_to_labelstudio:20,upload_conversation_data_to_metrics_db:21,upload_for_call_and_slot_tag:22,util:[5,10,13,14,15,18,20,21,42],utils_slu:5,validate_and_add_situations_to_db:23,validate_input:3,webhook:[0,42],zip_files_and_notifi:5}})
\ No newline at end of file
+Search.setIndex({docnames:["index","modules","skit_pipelines","skit_pipelines.api","skit_pipelines.api.models","skit_pipelines.components","skit_pipelines.components.evaluate_slu_from_repo","skit_pipelines.components.fetch_gpt_intent_prediction","skit_pipelines.components.fetch_tagged_data_label_store","skit_pipelines.components.final_conversation_generator","skit_pipelines.components.identify_compliance_breaches_llm","skit_pipelines.components.invalidate_situations_in_db","skit_pipelines.components.modify_entities","skit_pipelines.components.preprocess","skit_pipelines.components.preprocess.create_true_transcript_column","skit_pipelines.components.preprocess.create_utterance_column","skit_pipelines.components.preprocess.extract_true_transcript_labels_to_txt","skit_pipelines.components.preprocess.process_true_transcript_column","skit_pipelines.components.retrain_slu_from_repo","skit_pipelines.components.sample_conversations_generator","skit_pipelines.components.tag_calls","skit_pipelines.components.upload_conv_to_labelstudio","skit_pipelines.components.upload_conversation_data_to_metrics_db","skit_pipelines.components.upload_for_call_and_slot_tagging","skit_pipelines.components.validate_and_add_situations_to_db","skit_pipelines.pipelines","skit_pipelines.pipelines.asr_tune","skit_pipelines.pipelines.eval_asr_pipeline","skit_pipelines.pipelines.evaluate_slu","skit_pipelines.pipelines.fetch_calls_pipeline","skit_pipelines.pipelines.fetch_n_tag_calls","skit_pipelines.pipelines.fetch_n_tag_turns_and_calls","skit_pipelines.pipelines.fetch_tagged_calls_dataset","skit_pipelines.pipelines.fetch_tagged_data_from_labelstore","skit_pipelines.pipelines.fetch_tagged_entity_dataset","skit_pipelines.pipelines.generate_and_tag_conversations","skit_pipelines.pipelines.generate_sample_conversations","skit_pipelines.pipelines.invalidate_llm_situations_in_db","skit_pipelines.pipelines.publish_compliance_breaches","skit_pipelines.pipelines.retrain_slu","skit_pipelines.pipelines.retrain_slu_old","skit_pipelines.pipelines.tag_calls","skit_pipelines.pipelines.transcription_pipeline","skit_pipelines.types","skit_pipelines.utils"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":4,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.todo":2,"sphinx.ext.viewcode":1,sphinx:56},filenames:["index.rst","modules.rst","skit_pipelines.rst","skit_pipelines.api.rst","skit_pipelines.api.models.rst","skit_pipelines.components.rst","skit_pipelines.components.evaluate_slu_from_repo.rst","skit_pipelines.components.fetch_gpt_intent_prediction.rst","skit_pipelines.components.fetch_tagged_data_label_store.rst","skit_pipelines.components.final_conversation_generator.rst","skit_pipelines.components.identify_compliance_breaches_llm.rst","skit_pipelines.components.invalidate_situations_in_db.rst","skit_pipelines.components.modify_entities.rst","skit_pipelines.components.preprocess.rst","skit_pipelines.components.preprocess.create_true_transcript_column.rst","skit_pipelines.components.preprocess.create_utterance_column.rst","skit_pipelines.components.preprocess.extract_true_transcript_labels_to_txt.rst","skit_pipelines.components.preprocess.process_true_transcript_column.rst","skit_pipelines.components.retrain_slu_from_repo.rst","skit_pipelines.components.sample_conversations_generator.rst","skit_pipelines.components.tag_calls.rst","skit_pipelines.components.upload_conv_to_labelstudio.rst","skit_pipelines.components.upload_conversation_data_to_metrics_db.rst","skit_pipelines.components.upload_for_call_and_slot_tagging.rst","skit_pipelines.components.validate_and_add_situations_to_db.rst","skit_pipelines.pipelines.rst","skit_pipelines.pipelines.asr_tune.rst","skit_pipelines.pipelines.eval_asr_pipeline.rst","skit_pipelines.pipelines.evaluate_slu.rst","skit_pipelines.pipelines.fetch_calls_pipeline.rst","skit_pipelines.pipelines.fetch_n_tag_calls.rst","skit_pipelines.pipelines.fetch_n_tag_turns_and_calls.rst","skit_pipelines.pipelines.fetch_tagged_calls_dataset.rst","skit_pipelines.pipelines.fetch_tagged_data_from_labelstore.rst","skit_pipelines.pipelines.fetch_tagged_entity_dataset.rst","skit_pipelines.pipelines.generate_and_tag_conversations.rst","skit_pipelines.pipelines.generate_sample_conversations.rst","skit_pipelines.pipelines.invalidate_llm_situations_in_db.rst","skit_pipelines.pipelines.publish_compliance_breaches.rst","skit_pipelines.pipelines.retrain_slu.rst","skit_pipelines.pipelines.retrain_slu_old.rst","skit_pipelines.pipelines.tag_calls.rst","skit_pipelines.pipelines.transcription_pipeline.rst","skit_pipelines.types.rst","skit_pipelines.utils.rst"],objects:{"":[[2,0,0,"-","skit_pipelines"]],"skit_pipelines.api":[[3,0,0,"-","auth"],[3,0,0,"-","endpoints"],[4,0,0,"-","models"],[3,0,0,"-","slack_bot"],[3,0,0,"-","validate_input"]],"skit_pipelines.api.auth":[[3,1,1,"","authenticate_user"],[3,1,1,"","create_access_token"],[3,1,1,"","get_user"],[3,1,1,"","get_users_db"],[3,1,1,"","valid_user"],[3,1,1,"","verify_password"]],"skit_pipelines.api.endpoints":[[3,2,1,"","RunPipelineResult"],[3,1,1,"","arguments_validation_exception_handler"],[3,1,1,"","endpoint"],[3,1,1,"","handle_app_mention_events"],[3,1,1,"","health_check"],[3,1,1,"","kfp_api_exception_handler"],[3,1,1,"","login_for_access_token"],[3,1,1,"","pipeline_run_req"],[3,1,1,"","run_kfp_pipeline_func"],[3,1,1,"","schedule_run_completion"]],"skit_pipelines.api.endpoints.RunPipelineResult":[[3,3,1,"","wait_for_run_completion"]],"skit_pipelines.api.models":[[4,0,0,"-","auth_models"],[4,0,0,"-","custom_models"],[4,0,0,"-","errors"],[4,0,0,"-","requests"],[4,0,0,"-","responses"]],"skit_pipelines.api.models.auth_models":[[4,2,1,"","Token"],[4,2,1,"","TokenData"],[4,2,1,"","User"],[4,2,1,"","UserInDB"]],"skit_pipelines.api.models.auth_models.Token":[[4,4,1,"","access_token"],[4,4,1,"","token_type"]],"skit_pipelines.api.models.auth_models.TokenData":[[4,4,1,"","username"]],"skit_pipelines.api.models.auth_models.User":[[4,4,1,"","username"]],"skit_pipelines.api.models.auth_models.UserInDB":[[4,4,1,"","hashed_password"]],"skit_pipelines.api.models.custom_models":[[4,2,1,"","ParseRunResponse"],[4,1,1,"","artifact_node_to_uri"],[4,1,1,"","filter_artifact_nodes"],[4,1,1,"","get_kf_object_uri"]],"skit_pipelines.api.models.custom_models.ParseRunResponse":[[4,3,1,"","parse_response"],[4,3,1,"","set_error_logs"],[4,3,1,"","set_state"]],"skit_pipelines.api.models.errors":[[4,1,1,"","kfp_api_error"]],"skit_pipelines.api.models.requests":[[4,2,1,"","BaseRequestSchema"],[4,2,1,"","StorageOptions"],[4,1,1,"","generate_schema"],[4,1,1,"","get_all_pipelines_fn"],[4,1,1,"","get_normalized_pipelines_fn_map"],[4,1,1,"","set_nodegroup_for_pipelines"]],"skit_pipelines.api.models.requests.BaseRequestSchema":[[4,3,1,"","transform_none"]],"skit_pipelines.api.models.requests.StorageOptions":[[4,4,1,"","bucket"],[4,4,1,"","type"]],"skit_pipelines.api.models.responses":[[4,2,1,"","StatusResponseModel"],[4,1,1,"","customResponse"],[4,1,1,"","statusWiseResponse"],[4,1,1,"","successfulCreationResponse"]],"skit_pipelines.api.models.responses.StatusResponseModel":[[4,4,1,"","error_logs"],[4,4,1,"","message"],[4,4,1,"","run_id"],[4,4,1,"","run_url"],[4,4,1,"","uris"],[4,4,1,"","webhook"]],"skit_pipelines.api.slack_bot":[[3,1,1,"","authenticate_bot"],[3,1,1,"","command_parser"],[3,1,1,"","decode_payload"],[3,1,1,"","encode_payload"],[3,1,1,"","get_message_data"],[3,1,1,"","help_message"],[3,1,1,"","make_response"],[3,1,1,"","make_run_requests"],[3,1,1,"","read_access_token"],[3,1,1,"","recurr_run_format"],[3,1,1,"","run_pipeline"]],"skit_pipelines.api.validate_input":[[3,5,1,"","SUPPORTED_LANG_CODES"],[3,2,1,"","ValidateInput"]],"skit_pipelines.api.validate_input.ValidateInput":[[3,3,1,"","validate_input_params"]],"skit_pipelines.components":[[5,0,0,"-","asr_transcription"],[5,0,0,"-","asr_tune"],[5,1,1,"","asr_tune_op"],[5,0,0,"-","audio_download"],[5,1,1,"","audio_transcription_op"],[5,0,0,"-","auth"],[5,0,0,"-","create_mr"],[5,1,1,"","create_mr_op"],[5,1,1,"","create_true_transcript_labels_op"],[5,1,1,"","create_utterances_op"],[5,1,1,"","download_audio_wavs_op"],[5,1,1,"","download_csv_from_s3_op"],[5,1,1,"","download_directory_from_s3_op"],[5,1,1,"","download_file_from_s3_op"],[5,0,0,"-","download_from_s3"],[5,0,0,"-","download_repo"],[5,1,1,"","download_repo_op"],[5,0,0,"-","download_yaml"],[5,1,1,"","download_yaml_op"],[6,0,0,"-","evaluate_slu_from_repo"],[5,1,1,"","evalution_slu_from_repo_op"],[5,1,1,"","extract_true_transcript_labels_to_txt_op"],[5,0,0,"-","fetch_calls"],[5,1,1,"","fetch_calls_for_slots_op"],[5,1,1,"","fetch_calls_op"],[7,0,0,"-","fetch_gpt_intent_prediction"],[5,1,1,"","fetch_gpt_intent_prediction_op"],[8,0,0,"-","fetch_tagged_data_label_store"],[5,1,1,"","fetch_tagged_data_label_store_op"],[5,0,0,"-","fetch_tagged_dataset"],[5,1,1,"","fetch_tagged_dataset_op"],[5,0,0,"-","file_contents_to_markdown_s3"],[5,1,1,"","file_contents_to_markdown_s3_op"],[9,0,0,"-","final_conversation_generator"],[5,1,1,"","final_conversation_generator_op"],[5,0,0,"-","gen_asr_metrics"],[5,1,1,"","gen_asr_metrics_op"],[10,0,0,"-","identify_compliance_breaches_llm"],[5,1,1,"","identify_compliance_breaches_llm_op"],[11,0,0,"-","invalidate_situations_in_db"],[5,1,1,"","invalidate_situations_in_db_op"],[5,0,0,"-","merge_transcription"],[12,0,0,"-","modify_entities"],[5,1,1,"","modify_entity_dataset_op"],[5,0,0,"-","modify_tagged_entities"],[5,0,0,"-","notification"],[5,1,1,"","org_auth_token_op"],[5,1,1,"","overlay_transcription_csv_op"],[13,0,0,"-","preprocess"],[5,1,1,"","process_true_transcript_labels_op"],[5,0,0,"-","push_compliance_report_to_postgres"],[5,1,1,"","push_compliance_report_to_postgres_op"],[5,0,0,"-","re_presign_s3_urls"],[5,1,1,"","re_presign_s3_urls_op"],[5,0,0,"-","read_json_key"],[5,1,1,"","read_json_key_op"],[18,0,0,"-","retrain_slu_from_repo"],[5,0,0,"-","retrain_slu_from_repo_old"],[5,1,1,"","retrain_slu_from_repo_op"],[5,1,1,"","retrain_slu_from_repo_op_old"],[19,0,0,"-","sample_conversations_generator"],[5,1,1,"","sample_conversations_generator_op"],[5,1,1,"","slack_notification_op"],[20,0,0,"-","tag_calls"],[5,1,1,"","tag_calls_op"],[5,0,0,"-","upload2s3"],[5,1,1,"","upload2s3_op"],[5,1,1,"","upload_conv_to_label_studio_op"],[21,0,0,"-","upload_conv_to_labelstudio"],[22,0,0,"-","upload_conversation_data_to_metrics_db"],[5,1,1,"","upload_conversation_data_to_metrics_db_op"],[23,0,0,"-","upload_for_call_and_slot_tagging"],[5,0,0,"-","utils"],[5,0,0,"-","utils_slu"],[24,0,0,"-","validate_and_add_situations_to_db"],[5,1,1,"","validate_and_add_situations_to_db_op"],[5,1,1,"","zip_file_and_notify_op"],[5,0,0,"-","zip_files_and_notify"]],"skit_pipelines.components.asr_transcription":[[5,1,1,"","audio_transcription"],[5,1,1,"","audio_transcription_op"]],"skit_pipelines.components.asr_tune":[[5,1,1,"","asr_tune"],[5,1,1,"","asr_tune_op"]],"skit_pipelines.components.audio_download":[[5,1,1,"","download_audio_wavs"],[5,1,1,"","download_audio_wavs_op"]],"skit_pipelines.components.auth":[[5,1,1,"","org_auth_token"],[5,1,1,"","org_auth_token_op"]],"skit_pipelines.components.create_mr":[[5,1,1,"","create_mr"],[5,1,1,"","create_mr_op"]],"skit_pipelines.components.download_from_s3":[[5,1,1,"","download_csv_from_s3"],[5,1,1,"","download_csv_from_s3_op"],[5,1,1,"","download_directory_from_s3"],[5,1,1,"","download_directory_from_s3_op"],[5,1,1,"","download_file_from_s3"],[5,1,1,"","download_file_from_s3_op"]],"skit_pipelines.components.download_repo":[[5,1,1,"","download_repo"],[5,1,1,"","download_repo_op"]],"skit_pipelines.components.download_yaml":[[5,1,1,"","download_yaml"],[5,1,1,"","download_yaml_op"]],"skit_pipelines.components.evaluate_slu_from_repo":[[6,1,1,"","evaluate_slu_from_repo"],[6,1,1,"","evalution_slu_from_repo_op"]],"skit_pipelines.components.fetch_calls":[[5,1,1,"","fetch_calls"],[5,1,1,"","fetch_calls_op"]],"skit_pipelines.components.fetch_gpt_intent_prediction":[[7,0,0,"-","constants"],[7,1,1,"","fetch_gpt_intent_prediction"],[7,1,1,"","fetch_gpt_intent_prediction_op"]],"skit_pipelines.components.fetch_gpt_intent_prediction.constants":[[7,1,1,"","get_prompt_text"]],"skit_pipelines.components.fetch_tagged_data_label_store":[[8,1,1,"","fetch_tagged_data_label_store"],[8,1,1,"","fetch_tagged_data_label_store_op"]],"skit_pipelines.components.fetch_tagged_dataset":[[5,1,1,"","fetch_tagged_dataset"],[5,1,1,"","fetch_tagged_dataset_op"]],"skit_pipelines.components.file_contents_to_markdown_s3":[[5,1,1,"","file_contents_to_markdown_s3"],[5,1,1,"","file_contents_to_markdown_s3_op"]],"skit_pipelines.components.final_conversation_generator":[[9,1,1,"","final_conversation_generator"],[9,1,1,"","final_conversation_generator_op"]],"skit_pipelines.components.gen_asr_metrics":[[5,1,1,"","gen_asr_metrics"],[5,1,1,"","gen_asr_metrics_op"]],"skit_pipelines.components.identify_compliance_breaches_llm":[[10,1,1,"","identify_compliance_breaches_llm"],[10,1,1,"","identify_compliance_breaches_llm_op"],[10,0,0,"-","utils"]],"skit_pipelines.components.identify_compliance_breaches_llm.utils":[[10,2,1,"","Call"],[10,2,1,"","Turn"],[10,1,1,"","format_call"],[10,1,1,"","get_prompt_text"],[10,1,1,"","parse_calls"],[10,1,1,"","slice_json"]],"skit_pipelines.components.identify_compliance_breaches_llm.utils.Call":[[10,4,1,"","audio_url"],[10,4,1,"","call_url"],[10,4,1,"","client_uuid"],[10,4,1,"","flow_uuid"],[10,4,1,"","id"],[10,4,1,"","reftime"],[10,4,1,"","turns"],[10,4,1,"","uuid"]],"skit_pipelines.components.identify_compliance_breaches_llm.utils.Turn":[[10,4,1,"","id"],[10,4,1,"","is_bot"],[10,4,1,"","reftime"],[10,4,1,"","utterance"],[10,4,1,"","uuid"]],"skit_pipelines.components.invalidate_situations_in_db":[[11,1,1,"","invalidate_situations_in_db"],[11,1,1,"","invalidate_situations_in_db_op"],[11,0,0,"-","queries"]],"skit_pipelines.components.merge_transcription":[[5,1,1,"","overlay_transcription_csv"],[5,1,1,"","overlay_transcription_csv_op"]],"skit_pipelines.components.modify_entities":[[12,0,0,"-","duckling_inference"],[12,0,0,"-","modify_predictions"]],"skit_pipelines.components.modify_entities.duckling_inference":[[12,1,1,"","create_duckling_payload"],[12,1,1,"","extract_truth_in_labelstudio"],[12,1,1,"","extract_truth_in_tog"],[12,1,1,"","get_entities_from_duckling"],[12,1,1,"","handle_failing_value_cases"],[12,1,1,"","modify_truth"]],"skit_pipelines.components.modify_entities.modify_predictions":[[12,1,1,"","adjust_interval_values"],[12,1,1,"","modify_predictions"]],"skit_pipelines.components.modify_tagged_entities":[[5,1,1,"","modify_entity_dataset"],[5,1,1,"","modify_entity_dataset_op"]],"skit_pipelines.components.notification":[[5,1,1,"","slack_notification"],[5,1,1,"","slack_notification_op"]],"skit_pipelines.components.preprocess":[[14,0,0,"-","create_true_transcript_column"],[15,0,0,"-","create_utterance_column"],[16,0,0,"-","extract_true_transcript_labels_to_txt"],[17,0,0,"-","process_true_transcript_column"]],"skit_pipelines.components.preprocess.create_true_transcript_column":[[14,1,1,"","create_true_transcript_labels"],[14,1,1,"","create_true_transcript_labels_op"],[14,0,0,"-","utils"]],"skit_pipelines.components.preprocess.create_true_transcript_column.utils":[[14,1,1,"","pick_text_from_tag"]],"skit_pipelines.components.preprocess.create_utterance_column":[[15,1,1,"","create_utterances"],[15,1,1,"","create_utterances_op"],[15,0,0,"-","utils"]],"skit_pipelines.components.preprocess.create_utterance_column.utils":[[15,1,1,"","build_utterance"]],"skit_pipelines.components.preprocess.extract_true_transcript_labels_to_txt":[[16,1,1,"","extract_true_transcript_labels_to_txt"],[16,1,1,"","extract_true_transcript_labels_to_txt_op"],[16,0,0,"-","utils"]],"skit_pipelines.components.preprocess.extract_true_transcript_labels_to_txt.utils":[[16,1,1,"","pick_text_from_tag"]],"skit_pipelines.components.preprocess.process_true_transcript_column":[[17,1,1,"","process_true_transcript_labels"],[17,1,1,"","process_true_transcript_labels_op"]],"skit_pipelines.components.push_compliance_report_to_postgres":[[5,1,1,"","push_compliance_report_to_postgres"],[5,1,1,"","push_compliance_report_to_postgres_op"]],"skit_pipelines.components.re_presign_s3_urls":[[5,1,1,"","re_presign_s3_urls"],[5,1,1,"","re_presign_s3_urls_op"]],"skit_pipelines.components.read_json_key":[[5,1,1,"","read_json_key"],[5,1,1,"","read_json_key_op"]],"skit_pipelines.components.retrain_slu_from_repo":[[18,0,0,"-","comparision_report_generator"],[18,1,1,"","retrain_slu_from_repo"],[18,1,1,"","retrain_slu_from_repo_op"]],"skit_pipelines.components.retrain_slu_from_repo.comparision_report_generator":[[18,1,1,"","comparison_classification_report"],[18,1,1,"","comparison_confusion_report"]],"skit_pipelines.components.retrain_slu_from_repo_old":[[5,1,1,"","retrain_slu_from_repo"],[5,1,1,"","retrain_slu_from_repo_op_old"]],"skit_pipelines.components.sample_conversations_generator":[[19,1,1,"","sample_conversations_generator"],[19,1,1,"","sample_conversations_generator_op"],[19,0,0,"-","utils"]],"skit_pipelines.components.sample_conversations_generator.utils":[[19,1,1,"","run_conda_python_command"]],"skit_pipelines.components.tag_calls":[[20,0,0,"-","labelstudio"],[20,1,1,"","tag_calls"],[20,1,1,"","tag_calls_op"]],"skit_pipelines.components.tag_calls.labelstudio":[[20,1,1,"","upload2labelstudio"]],"skit_pipelines.components.upload2s3":[[5,1,1,"","upload2s3"],[5,1,1,"","upload2s3_op"]],"skit_pipelines.components.upload_conv_to_labelstudio":[[21,1,1,"","upload_conv_to_label_studio"],[21,1,1,"","upload_conv_to_label_studio_op"],[21,0,0,"-","utils"]],"skit_pipelines.components.upload_conv_to_labelstudio.utils":[[21,1,1,"","process_folder_and_save_csv"]],"skit_pipelines.components.upload_conversation_data_to_metrics_db":[[22,0,0,"-","queries"],[22,1,1,"","upload_conversation_data_to_metrics_db"],[22,1,1,"","upload_conversation_data_to_metrics_db_op"],[22,0,0,"-","utils"]],"skit_pipelines.components.upload_conversation_data_to_metrics_db.utils":[[22,1,1,"","get_file_path_from_folder"]],"skit_pipelines.components.upload_for_call_and_slot_tagging":[[23,1,1,"","fetch_calls_for_slots"],[23,1,1,"","fetch_calls_for_slots_op"]],"skit_pipelines.components.utils":[[5,1,1,"","alias_dataset"],[5,1,1,"","create_dataset_path"],[5,1,1,"","evaluate"],[5,1,1,"","execute_cli"],[5,1,1,"","filter_dataset"],[5,1,1,"","pick_1st_tag"]],"skit_pipelines.components.utils_slu":[[5,1,1,"","data_handler"],[5,1,1,"","handle_dvc_and_data_paths"],[5,1,1,"","prepare_data"],[5,1,1,"","process_custom_test_dataset"],[5,1,1,"","setup_project_config_repo"],[5,1,1,"","setup_repo"],[5,1,1,"","testing"]],"skit_pipelines.components.validate_and_add_situations_to_db":[[24,0,0,"-","queries"],[24,1,1,"","validate_and_add_situations_to_db"],[24,1,1,"","validate_and_add_situations_to_db_op"]],"skit_pipelines.components.zip_files_and_notify":[[5,1,1,"","zip_file_and_notify"],[5,1,1,"","zip_file_and_notify_op"]],"skit_pipelines.constants":[[2,1,1,"","CONSTRUCT_COOKIE_TOKEN"],[2,1,1,"","GET_GITHUB_REPO_URL"],[2,1,1,"","GET_GITLAB_REPO_URL"],[2,1,1,"","GET_RUN_URL"],[2,5,1,"","LABELSTUDIO_TOKEN"]],"skit_pipelines.pipelines":[[26,0,0,"-","asr_tune"],[27,0,0,"-","eval_asr_pipeline"],[28,0,0,"-","evaluate_slu"],[29,0,0,"-","fetch_calls_pipeline"],[30,0,0,"-","fetch_n_tag_calls"],[31,0,0,"-","fetch_n_tag_turns_and_calls"],[32,0,0,"-","fetch_tagged_calls_dataset"],[33,0,0,"-","fetch_tagged_data_from_labelstore"],[34,0,0,"-","fetch_tagged_entity_dataset"],[35,0,0,"-","generate_and_tag_conversations"],[36,0,0,"-","generate_sample_conversations"],[37,0,0,"-","invalidate_llm_situations_in_db"],[38,0,0,"-","publish_compliance_breaches"],[39,0,0,"-","retrain_slu"],[40,0,0,"-","retrain_slu_old"],[41,0,0,"-","tag_calls"],[42,0,0,"-","transcription_pipeline"]],"skit_pipelines.pipelines.asr_tune":[[26,1,1,"","asr_tune"]],"skit_pipelines.pipelines.eval_asr_pipeline":[[27,1,1,"","eval_asr_pipeline"]],"skit_pipelines.pipelines.evaluate_slu":[[28,1,1,"","evaluate_slu"]],"skit_pipelines.pipelines.fetch_calls_pipeline":[[29,1,1,"","fetch_calls_pipeline"]],"skit_pipelines.pipelines.fetch_n_tag_calls":[[30,1,1,"","fetch_n_tag_calls"]],"skit_pipelines.pipelines.fetch_n_tag_turns_and_calls":[[31,1,1,"","fetch_n_tag_turns_and_calls"]],"skit_pipelines.pipelines.fetch_tagged_calls_dataset":[[32,1,1,"","fetch_tagged_calls_dataset"]],"skit_pipelines.pipelines.fetch_tagged_data_from_labelstore":[[33,1,1,"","fetch_tagged_data_from_labelstore"]],"skit_pipelines.pipelines.fetch_tagged_entity_dataset":[[34,1,1,"","fetch_tagged_entity_dataset"]],"skit_pipelines.pipelines.generate_and_tag_conversations":[[35,1,1,"","generate_and_tag_conversations"]],"skit_pipelines.pipelines.generate_sample_conversations":[[36,1,1,"","generate_sample_conversations"]],"skit_pipelines.pipelines.invalidate_llm_situations_in_db":[[37,1,1,"","invalidate_llm_situations_in_db"]],"skit_pipelines.pipelines.publish_compliance_breaches":[[38,1,1,"","publish_compliance_breaches"]],"skit_pipelines.pipelines.retrain_slu":[[39,1,1,"","retrain_slu"]],"skit_pipelines.pipelines.retrain_slu_old":[[40,1,1,"","retrain_slu_old"]],"skit_pipelines.pipelines.tag_calls":[[41,1,1,"","tag_calls"]],"skit_pipelines.pipelines.transcription_pipeline":[[42,1,1,"","transcription_pipeline"]],"skit_pipelines.types":[[43,0,0,"-","situation_mapping_info"],[43,0,0,"-","tag_calls"]],"skit_pipelines.types.situation_mapping_info":[[43,2,1,"","SituationMappingInfo"],[43,4,1,"","SituationMappingInfoResponseType"]],"skit_pipelines.types.situation_mapping_info.SituationMappingInfo":[[43,4,1,"","situation_mapping_info"]],"skit_pipelines.types.tag_calls":[[43,2,1,"","TaggingResponse"],[43,4,1,"","TaggingResponseType"]],"skit_pipelines.types.tag_calls.TaggingResponse":[[43,4,1,"","df_sizes"],[43,4,1,"","errors"]],"skit_pipelines.utils":[[44,2,1,"","SlackBlockFactory"],[44,0,0,"-","cookies"],[44,1,1,"","create_dir_name"],[44,1,1,"","create_file_name"],[44,1,1,"","filter_schema"],[44,1,1,"","generate_generic_dir_name"],[44,0,0,"-","helpers"],[44,0,0,"-","k8s"],[44,0,0,"-","login"],[44,0,0,"-","normalize"],[44,0,0,"-","storage"],[44,0,0,"-","webhook"]],"skit_pipelines.utils.SlackBlockFactory":[[44,3,1,"","build"],[44,3,1,"","code_block"],[44,3,1,"","ping"],[44,3,1,"","text"],[44,3,1,"","text_block"]],"skit_pipelines.utils.cookies":[[44,1,1,"","construct_cookie_dict"],[44,1,1,"","fetch_latest_cookies"],[44,1,1,"","load_cookies"],[44,1,1,"","save_cookies"],[44,1,1,"","simulate_selenium_connection"]],"skit_pipelines.utils.helpers":[[44,1,1,"","convert_audiourl_to_filename"],[44,1,1,"","get_unix_epoch_timestamp_from_s3_presigned_url"],[44,1,1,"","re_presign_audio_url_if_required"]],"skit_pipelines.utils.k8s":[[44,1,1,"","get_pipeline_config_kfp"]],"skit_pipelines.utils.login":[[44,1,1,"","kubeflow_login"]],"skit_pipelines.utils.normalize":[[44,1,1,"","comma_sep_str"],[44,1,1,"","non_blank"],[44,1,1,"","strip"],[44,1,1,"","to_camel_case"],[44,1,1,"","to_snake_case"]],"skit_pipelines.utils.storage":[[44,1,1,"","create_storage_path"]],"skit_pipelines.utils.webhook":[[44,1,1,"","send_webhook_request"],[44,1,1,"","validate_request_success"]],skit_pipelines:[[3,0,0,"-","api"],[5,0,0,"-","components"],[2,0,0,"-","constants"],[25,0,0,"-","pipelines"],[43,0,0,"-","types"],[44,0,0,"-","utils"]]},objnames:{"0":["py","module","Python module"],"1":["py","function","Python function"],"2":["py","class","Python class"],"3":["py","method","Python method"],"4":["py","attribute","Python attribute"],"5":["py","data","Python data"]},objtypes:{"0":"py:module","1":"py:function","2":"py:class","3":"py:method","4":"py:attribute","5":"py:data"},terms:{"0":[0,5,30,31,35,36,38,43],"01":[28,29,30,32,34,39,40],"08":[28,39,40],"09":[28,30,31,39,40],"0x105272c70":[],"0x105272ca0":[],"0x105272d30":[],"0x105272ee0":[],"0x105272f70":[],"0x10714e370":[],"0x10714e3d0":[],"0x10714e580":[],"0x10714e610":[],"0x10725ab50":[],"0x10726f550":[],"0x10728e670":[],"0x10728e9a0":[],"0x10728ea30":[],"0x10728ea90":[],"0x10728eaf0":[],"0x1072b9130":[],"0x1072c8670":[],"0x1076b7370":[],"0x107721f40":[],"0x107760790":[],"0x107786f70":[],"0x10787cfa0":[],"0x1078b1b50":[],"0x1078b1c40":[],"0x1078e16d0":[],"0x1078e1760":[],"0x1078e7c70":[],"0x107942910":[],"0x107945c10":[],"0x1079579a0":[],"0x1079579d0":[],"0x107978250":[],"0x107978430":[],"0x1079a7580":[],"0x1079a7af0":[],"0x1079b0880":[],"0x1079b09d0":[],"0x1079d4670":[],"0x1079d4700":[],"0x1079e4460":[],"0x1079e4550":[],"0x1079e4ac0":[],"0x1079e4fa0":[],"0x1079f8b50":[],"0x1079f8bb0":[],"0x1079f8c10":[],"0x1079f8c70":[],"0x1079f8cd0":[],"0x107b85190":[],"0x107b85850":[],"0x107b858b0":[],"0x107b85910":[],"0x107b85970":[],"0x107b859d0":[],"0x107d06fd0":[],"0x108bf7220":[],"0x108bf7280":[],"0x108bf7430":[],"0x108bf74c0":[],"0x10903a0a0":[],"0x10903a100":[],"0x10903a2b0":[],"0x10903a340":[],"0x1090c23a0":[],"0x109139280":[],"0x10915ecd0":[],"0x109183040":[],"0x1091830d0":[],"0x109183130":[],"0x109183190":[],"0x1091834f0":[],"0x109195730":[],"0x1095887c0":[],"0x109590b80":[],"0x1095f3df0":[],"0x1096339d0":[],"0x109633eb0":[],"0x109667400":[],"0x10977b400":[],"0x10977b730":[],"0x1097c2880":[],"0x1097c2d00":[],"0x1097c2d90":[],"0x1097f0b20":[],"0x1097f9220":[],"0x109824760":[],"0x109824dc0":[],"0x109824e20":[],"0x10984f460":[],"0x10984f8e0":[],"0x109874190":[],"0x109874340":[],"0x1098743d0":[],"0x109881fa0":[],"0x109892040":[],"0x109892850":[],"0x109896070":[],"0x1098a5e80":[],"0x1098b4ac0":[],"0x1098b4af0":[],"0x1098b4b20":[],"0x1098b4bb0":[],"0x1098d11f0":[],"0x1098d1250":[],"0x1098d12b0":[],"0x1098d1310":[],"0x1098d1370":[],"0x109a51790":[],"0x109a51eb0":[],"0x109a51f10":[],"0x109a51f70":[],"0x109a51fd0":[],"0x109a5a070":[],"0x109be46a0":[],"0x10ab5b0d0":[],"0x10abe1130":[],"0x10ac09b50":[],"0x10ac09e80":[],"0x10ac09f10":[],"0x10ac09f70":[],"0x10ac09fd0":[],"0x10ac33430":[],"0x10ac3c790":[],"0x10afd5df0":[],"0x10afd5eb0":[],"0x10b034640":[],"0x10b03ca00":[],"0x10b055940":[],"0x10b08e8b0":[],"0x10b08ebe0":[],"0x10b08ec70":[],"0x10b08ecd0":[],"0x10b08ed30":[],"0x10b095c70":[],"0x10b0b9310":[],"0x10b0b93a0":[],"0x10b0e0790":[],"0x10b10cc40":[],"0x10b2411c0":[],"0x10b241ac0":[],"0x10b270700":[],"0x10b270b80":[],"0x10b270c10":[],"0x10b2c4670":[],"0x10b2d1b20":[],"0x10b2d1c10":[],"0x10b2d1c70":[],"0x10b2f9340":[],"0x10b2f9580":[],"0x10b32dd60":[],"0x10b32deb0":[],"0x10b3446d0":[],"0x10b3447c0":[],"0x10b351b50":[],"0x10b351d00":[],"0x10b361940":[],"0x10b361970":[],"0x10b3619a0":[],"0x10b361a30":[],"0x10b37e070":[],"0x10b37e0d0":[],"0x10b37e130":[],"0x10b37e190":[],"0x10b37e1f0":[],"0x10b4bd4f0":[],"0x10b4c5460":[],"0x10b4fd610":[],"0x10b4fdd30":[],"0x10b4fdd90":[],"0x10b4fddf0":[],"0x10b4fde50":[],"0x10b4fdeb0":[],"0x10b506400":[],"0x10b511e80":[],"0x10b55b7c0":[],"0x10b565490":[],"0x10b568af0":[],"0x10b572ac0":[],"0x10b572b50":[],"0x10b572fa0":[],"0x10b600610":[],"0x10b6633a0":[],"0x10b66f070":[],"0x10b66f370":[],"0x10b672700":[],"0x10b67a160":[],"0x10b67a790":[],"0x10b67ac40":[],"0x10b682fd0":[],"0x10b69e160":[],"0x10b69e490":[],"0x10b69e520":[],"0x10b69e580":[],"0x10b69e5e0":[],"0x10b6b23a0":[],"0x10b6ce820":[],"0x10b6cea00":[],"0x10b6df460":[],"0x10b6df7c0":[],"0x10b6df9a0":[],"0x10b6eb2b0":[],"0x10b6eb340":[],"0x10b6f97c0":[],"0x10b701d00":[],"0x10b701d30":[],"0x10b701d60":[],"0x10b701df0":[],"0x10b727430":[],"0x10b727490":[],"0x10b7274f0":[],"0x10b727550":[],"0x10b7275b0":[],"0x10b748370":[],"0x10b8a69d0":[],"0x10b8b2130":[],"0x10b8b2190":[],"0x10b8b21f0":[],"0x10b8b2250":[],"0x10b8b22b0":[],"0x10b8f96d0":[],"0x10b903880":[],"0x10b910940":[],"0x10b9109d0":[],"0x10b987df0":[],"0x10b995070":[],"0x10ba388e0":[],"0x10ba79280":[],"0x10ba79a60":[],"0x10baa4910":[],"0x10baa4d90":[],"0x10baa4e20":[],"0x10babc400":[],"0x10babc460":[],"0x10babc4c0":[],"0x10babc520":[],"0x10babc580":[],"0x10babc5e0":[],"0x10bae1760":[],"0x10bae1a00":[],"0x10bae1af0":[],"0x10baf2460":[],"0x10bb09130":[],"0x10bb09bb0":[],"0x10bb113a0":[],"0x10bb11580":[],"0x10bb13f70":[],"0x10bb38520":[],"0x10bb6e250":[],"0x10bb6e7c0":[],"0x10bb6edf0":[],"0x10bb77520":[],"0x10bb77b50":[],"0x10bb77b80":[],"0x10bb87f10":[],"0x10bb92130":[],"0x10bb92220":[],"0x10bb92be0":[],"0x10bba09d0":[],"0x10bbb8e50":[],"0x10bbb8ee0":[],"0x10bbb8f70":[],"0x10bbb8fa0":[],"0x10bcf1df0":[],"0x7f7bc81d9340":5,"0x7f7bc8245190":22,"0x7f7bc827aa00":5,"0x7f7be8e31880":5,"0x7f7be8e31ca0":5,"0x7f7be8e31d30":5,"0x7f7be8e5c310":5,"0x7f7be8e5c430":5,"0x7f7be8eab970":5,"0x7f7be8eb98e0":6,"0x7f7be8eb9e80":6,"0x7f7be8eb9eb0":6,"0x7f7be8eb9f40":6,"0x7f7be8eb9fa0":6,"0x7f7be8ecb310":5,"0x7f7be8ecb340":5,"0x7f7be974a130":5,"0x7f7be974a3a0":5,"0x7f7be974a700":5,"0x7f7be974ac70":5,"0x7f7be974af10":5,"0x7f7be975d220":5,"0x7f7be978d040":18,"0x7f7be978d370":18,"0x7f7be9794130":18,"0x7f7be9794310":5,"0x7f7be9794340":5,"0x7f7be9794940":18,"0x7f7be9794b20":18,"0x7f7be9794d90":18,"0x7f7be985d340":5,"0x7f7be985d6a0":19,"0x7f7bf93fd700":5,"0x7f7bf93fd8b0":5,"0x7f7bf93fd940":5,"0x7f7bfa60cdf0":5,"0x7f7bfa6db4c0":5,"0x7f7bfa7073a0":5,"0x7f7bfa7076d0":5,"0x7f7bfa707760":5,"0x7f7bfa7077c0":5,"0x7f7bfa707820":5,"0x7f7bfa707fa0":5,"0x7f7bfa73a6d0":5,"0x7f7bfa73a790":5,"0x7f7bfa9d8850":5,"0x7f7bfa9e3af0":5,"0x7f7bfaa186d0":5,"0x7f7bfaa39c40":9,"0x7f7bfaa7cb50":5,"0x7f7bfab31b80":21,"0x7f7bfabfae80":5,"0x7fee011f1580":[],"0x7fee011f1730":[],"0x7fee011f17c0":[],"0x7fee023dd160":[],"0x7fee02439970":[],"0x7fee02466310":[],"0x7fee02466640":[],"0x7fee024666d0":[],"0x7fee02466730":[],"0x7fee02466790":[],"0x7fee02466c70":[],"0x7fee02466d60":[],"0x7fee02466dc0":[],"0x7fee026f27c0":[],"0x7fee02700a60":[],"0x7fee0270a850":8,"0x7fee0272eac0":[],"0x7fee02733490":[],"0x7fee027ba940":[],"0x7fee027ba9d0":[],"0x7fee02862850":[],"0x7fee02862df0":[],"0x7fee02862e20":[],"0x7fee02862eb0":[],"0x7fee02862f10":[],"0x7fee028c6fd0":[],"0x7fee1165b2b0":[],"0x7fee1165b580":[],"0x7fee116e0310":[],"0x7fee116e0970":[],"0x7fee116e0a30":[],"0x7fee116e0a60":[],"0x7fee116e0b20":[],"0x7fee116e0fa0":[],"0x7fee116f50d0":[],"0x7fee116f51c0":[],"0x7fee116f5520":[],"0x7fee116f55b0":[],"0x7fee116fe490":17,"0x7fee116fe670":[],"0x7fee116fec70":[],"0x7fee11716820":17,"0x7fee11717820":[],"0x7fee11731eb0":[],"0x7fee1173c880":[],"0x7fee1173c970":[],"0x7fee1173e0d0":[],"0x7fee11744640":15,"0x7fee117513d0":[],"0x7fee1175b3d0":14,"0x7fee1175b520":14,"0x7fee1175bdf0":15,"0x7fee117b72b0":[],"0x7fee117c3280":[],"0x7fee117c32b0":[],"0x7fee117e3220":16,"0x7fee117e3340":16,"0x7fee117e3f70":[],"0x7fee11811310":[],"0x7fee1181b8b0":[],"0x7fee1192ac10":[],"1":[0,3,5,29,30,32,34,35,36,37,41,43],"10":[0,5,18,28,31,38,39,40],"100":[38,41],"1000":[30,31,38],"11":[31,33,38],"12":[3,33],"13":[28,39,40],"135":[30,31],"16":[30,31,33],"1654862590":3,"19":[28,30,31,39,40],"194":31,"195":31,"1emz9jfna4pmp9wzercjfulrfe5atquedb61riaycxgvjq6kjq9qa":[],"2":[3,5,35,36,37,41],"20":33,"200":[4,5,8,29,30,31],"2000":33,"2020":[29,30,32,34],"2022":[28,30,31,33,38,39,40],"23":41,"294":33,"2b":3,"2p44sjxobmfba7qdjbj6w":3,"3":[0,3,37,41],"30":[0,3,42],"34":[30,31],"4":[35,36],"40":[32,34],"4011":[28,30,32,34,39,40],"4012":[28,30,39,40],"4013":30,"41":[30,31,41],"45f8":0,"45f8xxxxxxxx":0,"5":37,"500":38,"503":4,"595759":3,"6":0,"662b9909":0,"7":44,"70":0,"8":42,"85":[5,18,35,39,40],"8k":42,"8uxhy337idg3jbna8a":[],"9":3,"92f33b1022ec66c29b23d0c764d59f7ffc485062":2,"95":35,"99":[35,36],"9991":[0,3],"case":[3,29,30,31],"class":[3,4,10,43,44],"default":[3,9,19,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],"do":3,"final":[5,9],"float":[3,5,9,19,30,31,33,35,36,41],"function":[0,3,5,10],"import":0,"int":[3,4,5,8,9,10,18,19,29,30,31,33,35,36,38,39,40,42,44],"long":0,"new":[3,39,40],"null":0,"return":[3,5,10,11,24,44],"true":[0,5,14,16,17,18,29,30,31,39,40],"while":[28,39,40,42],A:[0,3,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],As:0,For:[3,39,40],If:[0,3],In:3,It:[0,3],No:[9,19,35,36],The:[0,3,9,10,19,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41],These:0,To:[3,5,30,31,32,34,41],_:3,__init__:0,_client:[3,44],_confirm_:[28,39,40],_description_:3,_oos_:[28,39,40],_python_op:[5,6,8,9,14,15,16,17,18,19,21,22],_type_:3,a6gljoaxzonfyzya9nbzzob9wslh:[],a8xxxxx:0,access:[2,3],access_token:[3,4],accordingli:3,across:33,act:[19,35,36],action:0,actual:[3,44],ad:5,add:[0,3,5,24],adjust_interval_valu:12,after:0,against:39,agent:[35,36],ai:[0,3,28,32,34,39,40,42],aim:33,alia:[28,39,40,43],alias_dataset:5,alias_yaml_path:[5,28,39,40],all:[0,2,5],allow:3,alwai:0,amount:[35,36],an:[0,5,10,28,30,31,39,40],anatomi:0,ani:[3,4,5,35,36,38,44],annot:[0,30,31,33,41],annotated_job_data:[5,6,18],annotated_job_data_path:[5,6,18],api:[0,1,2,30,31,41],api_run_detail:4,apiexcept:4,apirundetail:4,app:0,append:3,appl:[29,32,34,37,38,41],appli:[32,34],applic:[3,30,31],ar:[0,3,37,38],aren:0,argument:3,arguments_validation_exception_handl:3,artifact:0,artifact_node_to_uri:4,asia:[5,12,32,34],asr:[5,26,27,29,30,31,42],asr_provid:[5,29,30,31],asr_transcript:[1,2],asr_tun:[1,2,25],asr_tune_op:5,assist:0,assum:[3,44],async:3,attribut:3,audio:[5,29,30,31,42,44],audio_data:5,audio_data_path:5,audio_download:[1,2],audio_download_work:[5,42],audio_sample_r:[5,42],audio_speech_unclear:[28,39,40],audio_transcript:5,audio_transcription_op:5,audio_url:10,audios_dir:5,audios_dir_path:5,audiourl:44,augment_wordlist:5,augment_wordlist_path:[5,26],auth:[1,2],auth_model:[2,3],authenticate_bot:3,authenticate_us:3,auto:3,automat:3,avail:[28,35,36,39,40],axxxxxxxxx:0,background:3,background_task:3,backgroundtask:3,base64:3,base:[0,3,4,10,28,39,40,43,44],base_model:5,base_model_path:[5,26],basemodel:4,baserequestschema:4,becaus:3,becom:3,befor:[0,3,39,40],being:[29,35],benchmark:0,best:0,blaze:42,block:3,blockquot:3,bodi:3,bool:[4,5,6,7,10,18,29,30,31,38,39,40,44],bot:[0,3,29,30,31],both:[29,30,31],branch:[5,6,9,18,19,28,35,36,39,40],breach:[5,10,38],breviti:3,broken:29,bucket:[2,4,5,6,18,26,27,28,39,40,41,44],build:[0,44],build_utter:15,built:0,c:44,call:[3,5,10,20,23,29,30,31,35,36,38,41],call_project_id:[5,20,31,41],call_quant:[5,29,30,31,38],call_test:[30,31],call_typ:[5,29,30,31],call_url:10,callabl:3,caller:[29,30,31],calls_file_s3_path:[5,31],can:[0,3,28,29,30,31,38,39,40],cannot:[35,36],care:0,categori:35,cc:[5,44],certain:3,chang:3,changelog:0,channel:[3,5,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],channel_id:3,channel_typ:3,charon:[3,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],chatcomplet:[5,10],check:[3,5,11,24,28,38,39,44],choos:[29,30,31],cicza:[],classmethod:4,client:[3,28,29,30,31,33,35,39,40,41,44],client_id:[5,22,29,30,31,35],client_msg_id:3,client_resp:3,client_uuid:10,cloud:0,cluster:35,cmd:5,code:[0,3,29,30,31,38],code_block:[5,44],collect:[3,30,31],com:[32,34,42],combin:[39,40],comma:[28,29,30,31,32,33,34,37,38,39,40,41],comma_sep_str:44,command:[3,19],command_pars:3,compare_branch:[5,6,28],comparision_report_gener:[2,5],comparison_classification_report:18,comparison_classification_report_path:[5,6,18],comparison_confusion_matrix_path:[5,6,18],comparison_confusion_report:18,complainc:10,complet:0,complex:0,complianc:[5,10,38],compon:[1,2],concurr:5,conda:5,condit:3,config:[5,42],config_path:5,config_s3_path:42,consist:5,constant:[0,1,5],construct_cookie_dict:44,construct_cookie_token:2,contain:[0,9,10],content:1,contribut:0,conv:[5,9,19,21,35,36],conv_directori:[5,22],conveni:[0,3],convers:[5,9,10,19,22,29,30,31,32,34,35,36,38],conversations_dir:[5,21],convert:[10,44],convert_audiourl_to_filenam:44,cooki:[1,2],cookie_dict:2,cookie_save_path:44,cookies_path:44,copi:3,core:[12,28,39],core_slu_repo_branch:[5,6,18,28,39],core_slu_repo_nam:[5,6,18,28,39],corpu:5,corpus_path:[5,26],corpus_tog_job_id:26,correspond:0,creat:[0,3,5,14,15,39],create_access_token:3,create_dataset_path:5,create_dir_nam:44,create_duckling_payload:12,create_file_nam:44,create_mr:[1,2],create_mr_op:5,create_recur:3,create_storage_path:44,create_true_transcript_column:[5,13],create_true_transcript_label:14,create_true_transcript_labels_op:[5,14],create_utter:15,create_utterance_column:[5,13],create_utterances_op:[5,15],credenti:0,csv:[5,10,27,28,39,40,41,42,44],current:[3,29,30,31,38],current_statu:4,custom:[28,39,40],custom_model:[2,3],custom_test_dataset_path:39,custom_test_dataset_pres:5,custom_test_s3_data:[5,18],custom_test_s3_data_path:[5,18],customization_repo_branch:[5,6,18,28,39,40],customization_repo_nam:[5,6,18,28,39,40],customrespons:4,cycl:2,d251:0,dai:[38,44],data1:[28,39,40],data2:[28,39,40],data:[0,3,5,8,9,14,15,16,17,19,22,27,28,32,33,34,35,36,39,40,42,44],data_handl:5,data_label:[5,8,20,21,30,31,33,35,41],data_path:[5,14,15,16,17],data_s3_path:42,data_typ:5,databas:[0,38],datafram:[10,12],datapoint:[30,31,41],dataset:[0,5,27,28,32,34,39,40,41,42],dataset_path:[5,39,40],dataset_typ:5,date:[28,29,30,31,32,33,34,38,39,40],datetim:3,db:[3,5,10,11,22,24,29,30,31],dd:[28,29,30,31,32,33,34,38,39,40],debt:[35,36],decod:3,decode_payload:3,delimit:35,depend:[3,5],descript:3,df:12,df_size:43,dict:[3,4,5,9,10,12,21,22,44],dictionari:[3,10],differ:42,difficult:[0,35,36],dimens:12,dir:0,dir_typ:44,directori:[0,5,19,35],discard:37,displai:5,display_sampl:5,disput:[35,36],doc:[0,28,39,40],dockerfil:5,docstr:26,doe:0,doesn:[0,3],doesnt:2,don:0,done:3,download:[0,5,42,44],download_audio_wav:5,download_audio_wavs_op:5,download_csv_from_s3:5,download_csv_from_s3_op:5,download_directory_from_s3:5,download_directory_from_s3_op:5,download_file_from_s3:5,download_file_from_s3_op:5,download_from_s3:[1,2],download_repo:[1,2],download_repo_op:5,download_yaml:[1,2],download_yaml_op:5,ds_sourc:12,duckl:5,duckling_infer:[2,5],duckling_req_payload:12,durat:[29,30,31],dvc:0,e33879a1:0,each:[0,10],ecr:0,eeve:[28,39,40],eg:[29,30,31,38],either:3,els:[5,11,24],empti:[29,31],empty_poss:5,en:[3,29,30,31,38],en_in:12,encod:3,encode_payload:3,encoded_payload:3,end:[28,29,30,31,32,33,34,38,39,40],end_dat:[5,8,23,29,30,31,32,33,34,38],end_date_offset:[5,30,31,38],end_time_offset:[5,30,31],endpoint:[1,2],ensur:[0,3],entir:[0,10,38],entiti:[5,31,33,34],entri:0,env:0,environ:0,epch:40,epoch:[5,18,39,40,44],error:[2,3,43],error_log:4,escap:3,etc:[0,3,29,30,31,32,34,37,38,41],eval:34,eval_asr_pipelin:[2,25],evalu:[0,5,6,27,28,39],evaluate_slu:[2,25],evaluate_slu_from_repo:[2,5],evalution_slu_from_repo_op:[5,6],even:3,event:3,event_t:3,everi:3,exactli:0,exampl:[0,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],exc:3,except:4,execute_cli:5,exist:[5,11,19,24,28,39,40],expect:3,experiment_nam:3,expires_delta:3,ext:[5,44],extens:44,extract:[5,16],extract_true_transcript_labels_to_txt:[5,13],extract_true_transcript_labels_to_txt_op:[5,16],extract_truth_in_labelstudio:12,extract_truth_in_tog:12,fail:[0,3],fals:[3,4,5,6,12,18,29,30,31,37,38,39,40,44],fastapi:3,favour:0,fetch:[5,7,8,23,32,33,34],fetch_cal:[0,1,2,10],fetch_calls_for_slot:23,fetch_calls_for_slots_op:[5,23],fetch_calls_op:5,fetch_calls_pipelin:[0,2,25],fetch_gpt_intent_predict:[2,5],fetch_gpt_intent_prediction_op:[5,7],fetch_latest_cooki:44,fetch_n_tag_cal:[2,25],fetch_n_tag_turns_and_cal:[2,25],fetch_tagged_calls_dataset:[2,25],fetch_tagged_data_from_labelstor:[2,25],fetch_tagged_data_label_stor:[2,5],fetch_tagged_data_label_store_op:[5,8],fetch_tagged_dataset:[1,2],fetch_tagged_dataset_op:5,fetch_tagged_entity_dataset:[2,25],field:43,file:[0,5,9,10,19,41,42],file_cont:5,file_contents_to_markdown_s3:[1,2],file_contents_to_markdown_s3_op:5,file_nam:5,file_path:0,file_titl:5,file_typ:[5,44],filenam:[5,19,35,36,44],filter:[28,29,30,31,32,33,34,38,39,40],filter_artifact_nod:4,filter_dataset:5,filter_list:44,filter_map:4,filter_schema:44,final_conversation_gener:[2,5],final_conversation_generator_op:[5,9],final_test_dataset_path:5,finish:44,first:[39,40],flag:37,flleroz62o9hswr0rczwguz26eohx6ct5awgq9gr9ihffv5jmhr:[],flow:[29,30,31,33,38],flow_id:[5,8,29,30,31,33],flow_nam:[5,29,30,31],flow_uuid:10,fn:44,folder:5,folder_path:[21,22],follow:[2,3],forc:44,form_data:3,format:[3,29,30,31,38],format_cal:10,found:5,frame:12,frequenc:42,from:[3,5,6,9,10,18,19,28,29,30,31,33,35,36,37,38,39,40,44],fruit:[29,32,34,37,38,41],fsm:[10,29,30,31],fsm_db:31,full:[28,35,36,39,40],gatewai:[30,31,41],gen:[5,35],gen_asr_metr:[1,2],gen_asr_metrics_op:5,gener:[5,9,19,35,36],general_lm:5,general_lm_path:[5,26],generate_and_tag_convers:[2,25],generate_generic_dir_nam:44,generate_sample_convers:[2,25],generate_schema:4,generated_conversations_s3_link:[5,22],get:[0,3,19,35],get_all_pipelines_fn:4,get_entities_from_duckl:12,get_file_path_from_fold:22,get_github_repo_url:2,get_gitlab_repo_url:2,get_kf_object_uri:4,get_message_data:3,get_normalized_pipelines_fn_map:4,get_pipeline_config_kfp:44,get_prompt_text:[7,10],get_run_url:2,get_unix_epoch_timestamp_from_s3_presigned_url:44,get_us:3,get_users_db:3,git_host_nam:5,github:[0,9,19,32,34,35,36,42],gitlab:[28,39,40],given:[0,3,10,29,35,36,38],go:0,googl:[29,30,31],gpt:[5,7,30,31,35,36],ground:5,group:[5,10],gu:3,guid:0,handl:3,handle_app_mention_ev:3,handle_dvc_and_data_path:5,handle_failing_value_cas:12,hang:[35,36],happen:33,happi:3,hashed_password:[3,4],have:[0,3,35,36],header:0,health:3,health_check:3,help:3,help_messag:3,helper:[1,2],helplessli:0,here:[0,3,28,39,40],hi:[3,29,30,31,38],highli:44,hit:5,host:0,hous:0,hr15guef8usu5ttpkk:[],http:[0,32,34,42,44],human:36,id:[2,5,9,10,11,24,28,29,30,31,32,33,34,35,37,38,39,40,41],ideal:3,identifi:[5,10,29,30,31,38,41],identify_compliance_breaches_llm:[2,5],identify_compliance_breaches_llm_op:[5,10],ignor:[29,30,31],ignore_cal:[5,29,30,31],im:3,imag:0,implement:2,inbound:[29,30,31],inconveni:3,indent:3,index:0,indigo_domain_tuning_english:[30,31],infer:5,info:42,initial_train:[5,18,39,40],input:[3,5,10],input_cal:10,input_df:10,input_fil:[5,20],inputpath:[5,6,14,15,16,17,18,21,22],insert:[5,11,24],insid:3,instal:5,instead:31,integ:[30,31],integr:[27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],intent:[5,7,28,29,30,31,33,39,40],intent_alia:[5,6,18],intent_alias_path:[5,6,18],intent_col:5,intent_report:[28,39,40],interval_valu:12,invalid:[5,11],invalidate_llm_situations_in_db:[2,25],invalidate_situations_in_db:[2,5],invalidate_situations_in_db_op:[5,11],invoc:0,invok:[27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],is_bot:10,is_valid:37,iter:[4,9,19,35,36],its:[0,5],iv2ibmewauyhjo2umytehomupouwphwqmw:[],job:[28,30,32,34,39,40,41],job_end_d:[28,39,40],job_id:[5,28,30,32,34,39,40,41],job_start_d:[28,39,40],json:[3,5,10,44],jsonrespons:4,k8:[1,2],kd:[],keep:3,kei5vjehpnumse5xagheajjnrnrdop4difq:[],kei:[5,28,39,40],kf_client:3,kf_cooki:44,kfp:[3,5,6,8,9,14,15,16,17,18,19,21,22,44],kfp_api_error:4,kfp_api_exception_handl:3,kfp_server_api:4,know:3,kolkata:[5,12,32,34],kubeflow:[0,2,35],kubeflow_login:44,label:[5,8,14,16,17,21,30,31,32,33,34,41],labelstudio:[2,5,28,30,31,32,34,39,40,41],labelstudio_project_id:[5,18,28,30,31,32,34,35,39,40,41],labelstudio_tag_json:12,labelstudio_token:2,labestudio:[30,32,34,41],labestudio_project_id:[28,39,40],lang:[5,26,29,30,31,38,41],languag:[29,30,31,38,41],language_cod:[5,23],last:[39,40],later:0,latest_model_path:18,lead:3,level:[3,10,31],like:[0,3],limit:[5,8,33],link:[3,9,35],list:[0,4,5,9,10,12,19,20,21,22,28,29,30,31,32,34,35,36,37,38,39,40,41,44],live:[3,30,31,33,41],ll:3,llm:[5,10,38],llm_trainer_repo_branch:[5,9,19,35,36],llm_trainer_repo_nam:[5,9,19,35,36],llmtrainer:[35,36],load_cooki:44,local:12,logger:3,login:[1,2],login_for_access_token:3,longer:37,lx9mvxa44k:[],ma:3,mac:0,machin:3,mai:[0,3],main:[4,9,19,35,36],make:[3,9,19,35,36],make_respons:3,make_run_request:3,map:9,markdown:[3,5],master:[5,28,39,40],maximum:42,md:0,mdt9ml7ljei:[],merge_transcript:[1,2],messag:[0,3,4,5],message_t:3,metric:[0,5,22,27,31,32,34],min_dur:[5,29,30,31],mind:3,miniconda:0,minim:[28,35,36,39,40],minut:3,misc:[],ml:[0,4],ml_metric:38,mm:[28,29,30,31,32,33,34,38,39,40],model:[0,2,3,5,9,10,19,26,28,35,36,38,39,40,44],modif:34,modifi:5,modify_ent:[2,5],modify_entity_dataset:5,modify_entity_dataset_op:5,modify_predict:[2,5],modify_tagged_ent:[1,2],modify_truth:12,modul:[0,1],more:[0,42],mr:[3,5,39],mr_titl:5,multi:[32,34],multipl:[28,35,39,40],must:5,n_choic:[5,9,19,35,36],n_iter:[5,9,19,35,36],name:[0,3,4,5,9,19,27,28,35,36,39,40,44],namespac:[2,3,4],neat:3,necessari:[0,5],need:[3,37],nest:3,next:44,node:4,non_blank:44,none:[3,4,5,8,12,19,20,38,44],nonetyp:3,normal:[1,2],notif:[1,2,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41],notifi:[5,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],ns:0,number:[3,28,29,30,31,32,33,34,38,39,40,41,43],oauth2:3,oauth2passwordbear:3,oauth2passwordrequestform:3,obj:4,object:[3,4,5,6,8,9,10,14,15,16,17,18,19,21,22,44],obtain:10,offici:0,offset:[30,31],ok:[0,4],onc:0,one:[0,3,28,29,30,31,39,40],onli:[3,29,30,31,38,39,40,44],ood:[28,39,40],openai:[5,10],oppo:[28,39,40],option:[3,4,5,8,9,19,20,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41],orang:[29,32,34,37,38,41],org:[5,27,28,39,40],org_auth_token:5,org_auth_token_op:5,org_id:[5,23,27,30,31,32,34,41,44],organ:[30,31,41],original_csv:5,original_csv_path:5,other:[0,3],our:0,out:[28,39],outbound:[29,30,31],output:[0,9,10,19,35,42],output_classification_report_path:5,output_confusion_matrix_path:5,output_dir:[19,35],output_path:[5,8,9,14,15,16,17,18,19],outputpath:[5,6,8,9,14,15,16,17,18,19],overlai:5,overlay_transcription_csv:5,overlay_transcription_csv_op:5,p_generate_and_tag_convers:[],p_generate_and_upload_convers:[],p_generate_sample_convers:[],packag:1,page:0,pai:[35,36],panda:12,param:[3,5,10],param_1:3,paramet:[3,9,19,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],pars:[3,10],parse_cal:10,parse_respons:4,parser:4,parserunrespons:4,part:[0,10,29,30,31],pass:[3,28,35,39,40],password:[3,44],past:3,path1:[28,39,40],path2:[28,39,40],path:[9,10,19,27,28,29,30,31,32,34,39,40,41,42,44],path_on_disk:5,payload:[3,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],payloadtyp:3,peopl:3,per:[28,29,30,31,32,34,39,40,41],percentag:[39,40],perform:0,persist:[0,38],pick:[29,30,31,38],pick_1st_tag:5,pick_text_from_tag:[14,16],ping:44,pipelin:[1,2,3],pipeline_fn:4,pipeline_func:3,pipeline_nam:[3,4,44],pipeline_run_req:3,pipeline_upload:35,pitfal:3,plain_password:3,poetri:0,poor:3,port:0,possibl:2,postgr:5,pred_label_column:[5,27],predict:[5,7,30,31],prefix:19,prepar:[0,5],prepare_data:5,preprocess:[2,5],present:[3,42,44],presign:[5,44],prevent:0,prfix:[35,36],privat:[0,44],process:[5,17],process_custom_test_dataset:5,process_folder_and_save_csv:21,process_true_transcript_column:[5,13],process_true_transcript_label:17,process_true_transcript_labels_op:[5,17],prod_model_path:18,produc:0,product:2,production_classification_report_path:[],production_confusion_matrix_path:[],program:0,progress:0,project:[5,28,29,30,31,32,34,39,40,41],project_config_local_path:5,project_id:[5,20,21],project_path:[2,5],prompt:[9,19,35,36],prompt_file_path:[5,19],prompt_links_in_s3:[5,22],provid:[28,30,32,34,39,40,41],proxi:0,publish:[],publish_compliance_breach:[2,25],pull:0,purpos:[3,44],push:[0,5,10],push_compliance_report_to_postgr:[1,2],push_compliance_report_to_postgres_op:5,py:0,pydant:4,python:0,pytz_tz:12,q:[],queri:[0,2,5,31,33,38],quickli:3,random:[],randomli:[29,30,31],rang:[28,29,30,31,32,33,34,38,39,40],rate:42,re:[5,39,40,44],re_presign_audio_url_if_requir:44,re_presign_s3_url:[1,2],re_presign_s3_urls_op:5,read:5,read_access_token:3,read_json_kei:[1,2],read_json_key_op:5,readi:[0,34],realli:0,reason:4,rebuild:0,recommend:0,recur:3,recurr_run_format:3,redact:3,reduc:0,ref:[],refactor:35,refer:[5,27,28,32,34,39,40,42,44],reference_tim:12,reftim:[10,12],region:[32,34],regularli:0,rel:[28,39,40],reload:0,rememb:3,remind:3,remov:[3,28,29,39,40],remove_empty_audio:[5,29,30,31],remove_int:[5,6,18,28,39,40],remove_intents_list:5,remove_wordlist:5,remove_wordlist_path:[5,26],repo:[5,6,9,18,19,35,36],repo_branch:[5,28,39,40],repo_nam:[2,5,6,18,28,39,40],repo_path:5,report1_path:18,report2_path:18,report:[5,29,30,31,38],repositori:[28,39,40],repres:10,req:3,req_valu:5,request:[2,3,44],requir:[0,3,38],resp:44,respond:3,respons:[2,3,44],result:[0,10,38],retrain:[5,18,39,40],retrain_slu:[2,25,40],retrain_slu_from_repo:[2,5],retrain_slu_from_repo_old:[1,2],retrain_slu_from_repo_op:[5,18],retrain_slu_from_repo_op_old:5,retrain_slu_old:[2,25],reusabl:0,run:[0,3,4,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,44],run_cmd:5,run_conda_python_command:19,run_dir:5,run_id:[0,4],run_info:3,run_kfp_pipeline_func:3,run_pipelin:3,run_respons:4,run_url:[0,4],runpipelineresult:3,runtime_env_var:5,rxyv65yowdagaauvafvmo6p:[],s3:[0,4,5,9,26,27,28,29,30,31,35,39,40,41,42,44],s3_data:[5,6,18],s3_data_path:[5,6,18],s3_description_path:5,s3_file_path:[5,7,10],s3_http_turn_audio_url:44,s3_links_to_prompt:[5,9,35,36],s3_path:[0,5,18,31,41],s3_path_data:27,s:[0,3,28,29,30,31,39,40],sai:3,same:[0,5],sampl:[0,5,19,29,30,31,36,38,42],sample_conversations_gener:[2,5],sample_conversations_generator_op:[5,19],sandbox:[39,40],save:[0,27,32,34],save_cooki:44,scenario:[5,9,19,24,35,36],scenario_categori:[5,24,35],schedul:3,schedule_run_complet:3,schema:44,script:35,sdk:0,search:0,second:44,secret:0,section:0,secur:3,self:3,semver:0,send:[3,5,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,44],send_webhook_request:44,sent:5,separ:[28,29,30,31,32,34,37,38,39,40,41],seper:33,serial:3,server:3,server_port:3,servic:[3,5,28,39],set:[0,5,37,39,40],set_error_log:4,set_nodegroup_for_pipelin:4,set_stat:4,setup:[0,5],setup_project_config_repo:5,setup_repo:5,sh:0,share:0,should:[0,3,33,39,40],simulate_selenium_connect:44,sinc:[3,28,30,31,32,34,39,40,41,44],singl:[0,2,9,10,19,35,36],situat:[5,9,11,19,24,35,36,37],situation_file_path:[5,19],situation_id:[5,11],situation_id_list:37,situation_info_list:[5,9],situation_mapping_info:[1,2,24],situation_scenario_mapp:37,situationmappinginfo:[24,43],situationmappinginforesponsetyp:43,situations_id_info:[5,21,22],skip:0,skit:[3,32,33,34,42],skit_pipelin:0,slack:[0,3,5,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],slack_bot:[1,2],slack_channel:3,slack_notif:5,slack_notification_op:5,slack_thread:[3,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],slackblockfactori:44,slackbot:3,slice:10,slice_json:10,slot:[5,23,31],slu:[5,6,18,28,39,40],slu_path:5,slu_repo_nam:[28,39,40],snippet:0,so:[2,3,35,36],sourc:[0,2,3,4,5,6,7,8,9,10,11,12,14,15,16,17,18,19,20,21,22,23,24,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,44],source_branch:5,specif:44,split:[0,5,39,40],sqlite:5,sqlite_path:5,stage:2,starlett:[3,4],start:[3,28,29,30,31,32,33,34,38,39,40],start_dat:[5,8,23,29,30,31,32,33,34,38],start_date_offset:[5,30,31,38],start_time_offset:[5,30,31],state:[5,29,30,31],statu:[0,3,4],status_cod:4,statusresponsemodel:4,statuswiserespons:4,step:0,stop:38,storag:[1,2],storage_opt:[5,26,44],storage_path:5,storageopt:[4,44],store:[4,5,8,9,19,35],str:[2,3,4,5,6,7,8,9,10,12,14,15,16,17,18,19,20,21,22,23,24,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,44],stratifi:[5,18,39,40],string:[3,10,44],strip:44,structur:5,studio:[5,21],sub_scenario:36,submodul:[1,13],subpackag:1,subtest:29,successfulcreationrespons:4,successfulli:0,supported_lang_cod:3,t:[0,3,19],ta:[3,29,30,31,38],tabl:[9,37],tag:[0,5,8,14,16,20,27,28,31,32,33,34,35,39,40],tag_cal:[1,2,5,21,25],tag_calls_op:[5,20],tagged_data_path:5,taggingrespons:[20,21,43],taggingresponsetyp:43,take:[0,5],talk:36,tar:0,target:39,target_branch:5,target_fil:22,target_model_path:26,target_mr_branch:[39,40],task:[32,34],task_typ:[5,32,34],te:[3,29,30,31,38],team:[0,3],temperatur:[5,9,19,35,36],templat:[3,29,30,31,35,38],template_id:[5,22,29,30,31,35,38],ten:3,test:[0,5,35,39,40],test_dataset_path:[5,28],test_prompt:35,text:[3,10,12,44],text_block:44,than:3,thei:[35,36,38],them:[3,5,10],thi:[0,3,27,28,29,30,31,32,34,39,40,41,44],thing:0,thread:[5,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41],thread_id:5,till:0,time:[3,9,19,30,31,35,36,38,39,40],timedelta:3,timeout:3,timestamp:44,timezon:[5,12,32,34],titl:5,tlenwfuuiaaukt1wnn:[],tmp:[0,44],to1:[28,39,40],to2:[28,39,40],to_camel_cas:44,to_snake_cas:44,todai:33,todo:26,tog:[3,28,30,32,34,39,40,41],tog_job_id:5,tog_tag_json:12,token:[2,3,4,5],token_fetch:3,token_typ:4,tokendata:4,train:[0,5,28,39,40],train_split_perc:[5,18,39,40],transcrib:42,transcript:[5,14,16,17,27,33],transcript_i:[5,27],transcription_concurr:42,transcription_pipelin:[2,25],transfer:[35,36],transform_non:4,trigger:3,true_label_column:[5,14,16,17,27],truth:5,ts:3,tuesdai:3,tune:5,tupl:[3,43],turn:[5,10,29,30,31,44],txt:[5,9,16,19,35],type:[1,2,3,4,5,8,9,10,19,20,21,22,24,26,32,34,35,36],typo:0,uat:35,ui:0,under:[28,39,40],understand:0,union:44,univers:3,unix:44,unread:3,untagged_records_path:[5,23],up:[35,36],updat:0,upload2labelstudio:20,upload2s3:[0,1,2],upload2s3_op:5,upload2tog:[],upload:[0,5,21,22,28,30,31,39,40,41],upload_as_directori:5,upload_conv_to_label_studio:21,upload_conv_to_label_studio_op:[5,21],upload_conv_to_labelstudio:[2,5],upload_conversation_data_to_metrics_db:[2,5],upload_conversation_data_to_metrics_db_op:[5,22],upload_for_call_and_slot_tag:[2,5],uri:[4,28,39,40],url:[5,29,30,31,44],url_path:3,us:[0,3,5,9,10,19,27,28,29,30,31,32,34,35,36,38,39,40,41,42,44],use_assisted_annot:[5,7,30,31],use_cas:[5,29,30,31],use_fsm_url:[5,29,30,31],use_lat:12,use_previous_dataset:[5,18,39,40],user:[2,3,4,35,36],userindb:4,usernam:[3,4,44],util:[0,1,2,13],utils_slu:[1,2],utter:[5,10,15,27],uuid:[3,10],uvicorn:0,ux:3,val_corpu:5,val_corpus_path:[5,26],val_corpus_tog_job_id:26,valid:[3,5,24,44],valid_us:3,validate_and_add_situations_to_db:[2,5],validate_and_add_situations_to_db_op:[5,24],validate_input:[1,2],validate_input_param:3,validate_request_success:44,validate_setup:[5,6,18],validateinput:3,valu:[3,4,5,10,12,30,31],variou:3,vasr:[29,30,31],vendor:[29,30,31],veri:0,verify_password:3,vernacular:[4,26],vernacularai:[28,39,40],via:[0,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],voic:[29,30,31],voicebot:[0,29,30,31],vs:29,wa:[39,40],wai:3,wait_for_run_complet:3,want:[0,28,36,39,40],wav:[5,44],we:[0,3,9,19,29,30,31,35,36],webhook:[1,2,4],webhook_url:3,well:0,when:3,whenev:38,where:[9,19,35,38],whether:[5,28,29,30,31,33,35,36,39,40],which:[5,33,35,39,44],whole:[29,30,31],wiht:34,within:[0,3],work:0,worker:[0,42],workflow:0,would:[0,10],written:10,xlmr:0,xxxxx:0,yaml:[0,5,28,39,40,42],yaml_path:5,yesterdai:33,you:[0,39,40],your:[28,39,40],ype:19,yyyi:[28,29,30,31,32,33,34,38,39,40],z0:3,zip:5,zip_file_and_notifi:5,zip_file_and_notify_op:5,zip_files_and_notifi:[1,2],zpvqhqohk04gpczpa9wynnr3fi5jtek:3},titles:["Skit-pipelines","skit_pipelines","skit_pipelines package","skit_pipelines.api package","skit_pipelines.api.models package","skit_pipelines.components package","skit_pipelines.components.evaluate_slu_from_repo package","skit_pipelines.components.fetch_gpt_intent_prediction package","skit_pipelines.components.fetch_tagged_data_label_store package","skit_pipelines.components.final_conversation_generator package","skit_pipelines.components.identify_compliance_breaches_llm package","skit_pipelines.components.invalidate_situations_in_db package","skit_pipelines.components.modify_entities package","skit_pipelines.components.preprocess package","skit_pipelines.components.preprocess.create_true_transcript_column package","skit_pipelines.components.preprocess.create_utterance_column package","skit_pipelines.components.preprocess.extract_true_transcript_labels_to_txt package","skit_pipelines.components.preprocess.process_true_transcript_column package","skit_pipelines.components.retrain_slu_from_repo package","skit_pipelines.components.sample_conversations_generator package","skit_pipelines.components.tag_calls package","skit_pipelines.components.upload_conv_to_labelstudio package","skit_pipelines.components.upload_conversation_data_to_metrics_db package","skit_pipelines.components.upload_for_call_and_slot_tagging package","skit_pipelines.components.validate_and_add_situations_to_db package","skit_pipelines.pipelines package","skit_pipelines.pipelines.asr_tune package","skit_pipelines.pipelines.eval_asr_pipeline package","skit_pipelines.pipelines.evaluate_slu package","skit_pipelines.pipelines.fetch_calls_pipeline package","skit_pipelines.pipelines.fetch_n_tag_calls package","skit_pipelines.pipelines.fetch_n_tag_turns_and_calls package","skit_pipelines.pipelines.fetch_tagged_calls_dataset package","skit_pipelines.pipelines.fetch_tagged_data_from_labelstore package","skit_pipelines.pipelines.fetch_tagged_entity_dataset package","skit_pipelines.pipelines.generate_and_tag_conversations package","skit_pipelines.pipelines.generate_sample_conversations package","skit_pipelines.pipelines.invalidate_llm_situations_in_db package","skit_pipelines.pipelines.publish_compliance_breaches package","skit_pipelines.pipelines.retrain_slu package","skit_pipelines.pipelines.retrain_slu_old package","skit_pipelines.pipelines.tag_calls package","skit_pipelines.pipelines.transcription_pipeline package","skit_pipelines.types package","skit_pipelines.utils package"],titleterms:{"new":0,api:[3,4],asr_transcript:5,asr_tun:[5,26],audio_download:5,auth:[3,5],auth_model:4,comparision_report_gener:18,compon:[0,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24],constant:[2,7],content:[2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44],cooki:44,create_mr:5,create_true_transcript_column:14,create_utterance_column:15,custom_model:4,develop:0,download_from_s3:5,download_repo:5,download_yaml:5,duckling_infer:12,endpoint:[0,3],error:[0,4],eval_asr_pipelin:27,evaluate_slu:28,evaluate_slu_from_repo:6,extract_true_transcript_labels_to_txt:16,fetch_cal:5,fetch_calls_pipelin:29,fetch_gpt_intent_predict:7,fetch_n_tag_cal:30,fetch_n_tag_turns_and_cal:31,fetch_tagged_calls_dataset:32,fetch_tagged_data_from_labelstor:33,fetch_tagged_data_label_stor:8,fetch_tagged_dataset:5,fetch_tagged_entity_dataset:34,file_contents_to_markdown_s3:5,final_conversation_gener:9,gen_asr_metr:5,generate_and_tag_convers:35,generate_sample_convers:36,helper:44,identify_compliance_breaches_llm:10,indic:0,invalidate_llm_situations_in_db:37,invalidate_situations_in_db:11,k8:44,labelstudio:20,local:0,login:44,make:0,merge_transcript:5,model:4,modify_ent:12,modify_predict:12,modify_tagged_ent:5,modul:[2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44],normal:44,notif:5,packag:[2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44],pend:0,pipelin:[0,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],pre:0,preprocess:[13,14,15,16,17],process_true_transcript_column:17,project:0,publish_compliance_breach:38,push_compliance_report_to_postgr:5,queri:[11,22,24],re_presign_s3_url:5,read_json_kei:5,request:4,requisit:0,respons:[0,4],retrain_slu:39,retrain_slu_from_repo:18,retrain_slu_from_repo_old:5,retrain_slu_old:40,sample_conversations_gener:19,situation_mapping_info:43,skit:0,skit_pipelin:[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44],slack_bot:3,storag:44,strucutur:0,submodul:[2,3,4,5,7,10,11,12,14,15,16,18,19,20,21,22,24,43,44],subpackag:[2,3,5,13,25],success:0,tabl:0,tag_cal:[20,41,43],tog:[],transcription_pipelin:42,type:43,upload2s3:5,upload_conv_to_labelstudio:21,upload_conversation_data_to_metrics_db:22,upload_for_call_and_slot_tag:23,util:[5,10,14,15,16,19,21,22,44],utils_slu:5,validate_and_add_situations_to_db:24,validate_input:3,webhook:[0,44],zip_files_and_notifi:5}})
\ No newline at end of file
diff --git a/docs/skit_pipelines.api.html b/docs/skit_pipelines.api.html
index 86a8731c..f89f7c13 100644
--- a/docs/skit_pipelines.api.html
+++ b/docs/skit_pipelines.api.html
@@ -57,7 +57,7 @@ Submodules |