Index

A

AbstractOCRModel (class in graphai.core.image.ocr) access_token (graphai.api.auth.auth_utils.Token attribute) active (graphai.api.common.schemas.TokenStatus attribute) add_graph_score() (graphai.core.text.ConceptsGraph method) (graphai.core.text.graph.ConceptsGraph method) add_ontology_scores() (graphai.core.text.ConceptsGraph method) (graphai.core.text.graph.ConceptsGraph method) add_token_status_to_results() (in module graphai.core.common.lookup) add_token_status_to_single_image() (in module graphai.core.video.video) add_token_status_to_slide_list() (in module graphai.core.video.video) add_years() (in module graphai.core.utils.time.date) adjusted_exp() (in module graphai.core.ontology.data) adjusted_exp_slope_1_point() (in module graphai.core.ontology.data) aggregate_recent_past() (in module graphai.pipelines.investment.aggregate_recent_past) aggregate_results() (in module graphai.core.text.scores) aggregate_years() (in module graphai.pipelines.investment.aggregate_recent_past) anonymize() (graphai.core.retrieval.anonymization.AnonymizerModels method) anonymize_text() (in module graphai.api.retrieval.router) (in module graphai.core.retrieval.anonymization)

anonymize_text_job() (in module graphai.celery.retrieval.jobs) AnonymizeRequest (class in graphai.api.retrieval.schemas) AnonymizeResponse (class in graphai.api.retrieval.schemas) AnonymizerModels (class in graphai.core.retrieval.anonymization) arithmetic_mean_laplacians() (in module graphai.core.ontology.clustering) assign_to_categories_using_existing() (in module graphai.core.ontology.clustering) AudioDBCachingManager (class in graphai.core.common.caching) AudioDetectLanguageRequest (class in graphai.api.voice.schemas) AudioDetectLanguageResponse (class in graphai.api.voice.schemas) AudioDetectLanguageTaskResponse (class in graphai.api.voice.schemas) AudioFingerprintRequest (class in graphai.api.voice.schemas) AudioFingerprintResponse (class in graphai.api.voice.schemas) AudioFingerprintTaskResponse (class in graphai.api.voice.schemas) AudioTranscriptionRequest (class in graphai.api.voice.schemas) AudioTranscriptionResponse (class in graphai.api.voice.schemas) AudioTranscriptionTaskResponse (class in graphai.api.voice.schemas) authenticate_user() (in module graphai.api.auth.auth_utils) average_and_combine() (in module graphai.core.ontology.data) avg (graphai.api.ontology.schemas.GraphDistanceRequest attribute) (graphai.api.ontology.schemas.GraphNearestCategoryRequest attribute)

B

base() (in module graphai.pipelines.investment.toy_example) BaseConfig (class in graphai.celery.common.celery_config) bit_rate (graphai.api.video.schemas.VideoStreamInfo attribute) bloom_level (graphai.api.text.schemas.GenerateLectureExerciseRequest attribute) (graphai.api.text.schemas.GenerateTextExerciseRequest attribute) branch (graphai.api.ontology.schemas.ConceptDetailsSingleResponse attribute) Breadcrumb (class in graphai.core.utils.breadcrumb) break_pdf_into_images() (in module graphai.core.image.image)

break_up_cluster() (in module graphai.api.ontology.router) (in module graphai.core.ontology) (in module graphai.core.ontology.ontology) breakup_cluster_job() (in module graphai.celery.ontology.jobs) BreakUpClusterRequest (class in graphai.api.ontology.schemas) BreakUpClustersClusterNumberResponse (class in graphai.api.ontology.schemas) BreakUpClustersResponse (class in graphai.api.ontology.schemas) build_prefix() (in module graphai.pipelines.investment.parameters)

C

cache_lookup_audio_fingerprint() (in module graphai.core.voice.transcribe) cache_lookup_audio_language() (in module graphai.core.voice.transcribe) cache_lookup_audio_transcript() (in module graphai.core.voice.transcribe) cache_lookup_detect_slides() (in module graphai.core.video.video) cache_lookup_extract_audio() (in module graphai.core.video.video) cache_lookup_extract_slide_text() (in module graphai.core.image.image) cache_lookup_generic() (in module graphai.core.common.lookup) cache_lookup_get_sublinks() (in module graphai.core.scraping.scraping) cache_lookup_process_all_sublinks() (in module graphai.core.scraping.scraping) cache_lookup_retrieve_file_from_url() (in module graphai.core.video.video) cache_lookup_retrieve_image_from_url() (in module graphai.core.image.image) cache_lookup_translate_text() (in module graphai.core.translation.translation) cache_lookup_translation_text_using_fingerprint() (in module graphai.core.translation.translation) calculate_audio_fingerprint() (in module graphai.api.voice.router) calculate_audio_fingerprint_status() (in module graphai.api.voice.router) calculate_embedding_text_fingerprint() (in module graphai.api.embedding.router) calculate_embedding_text_fingerprint_status() (in module graphai.api.embedding.router) calculate_slide_fingerprint() (in module graphai.api.image.router) calculate_slide_fingerprint_status() (in module graphai.api.image.router) calculate_translation_text_fingerprint() (in module graphai.api.translation.router) calculate_translation_text_fingerprint_status() (in module graphai.api.translation.router) calculate_video_fingerprint() (in module graphai.api.video.router) calculate_video_fingerprint_status() (in module graphai.api.video.router) cat_info() (in module graphai.api.ontology.router) category_assignments (graphai.api.ontology.schemas.RecomputeClustersTaskResponse attribute) category_id (graphai.api.ontology.schemas.CategoryInfoResponse attribute) (graphai.api.ontology.schemas.NearestCategoryElement attribute) (graphai.api.ontology.schemas.OpenalexCategoryNearestTopicsResponseElem attribute) category_info_job() (in module graphai.celery.ontology.jobs) category_name (graphai.api.ontology.schemas.OpenalexCategoryNearestTopicsResponseElem attribute) CategoryDetailsResponse (class in graphai.api.ontology.schemas) CategoryInfoResponse (class in graphai.api.ontology.schemas) check_ocr_and_hash_thresholds() (in module graphai.core.video.video_utils) check_url() (in module graphai.core.scraping.scraping) child_categories (graphai.api.ontology.schemas.CategoryDetailsResponse attribute) child_id (graphai.api.ontology.schemas.TreeResponseElem attribute) child_to_parent (graphai.api.ontology.schemas.TreeResponse attribute) chunk_overlap (graphai.api.retrieval.schemas.ChunkRequest attribute) chunk_size (graphai.api.retrieval.schemas.ChunkRequest attribute) chunk_text() (in module graphai.api.retrieval.router) (in module graphai.core.retrieval.retrieval_utils) chunk_text_job() (in module graphai.celery.retrieval.jobs) ChunkRequest (class in graphai.api.retrieval.schemas) ChunkResponse (class in graphai.api.retrieval.schemas) cleanup_json() (in module graphai.core.image.ocr) closest (graphai.api.ontology.schemas.GraphNearestConceptResponse attribute) closest_token (graphai.api.image.schemas.ImageFingerprintTaskResponse attribute) (graphai.api.video.schemas.VideoFingerprintTaskResponse attribute) (graphai.api.voice.schemas.AudioFingerprintTaskResponse attribute) closest_token_origin (graphai.api.image.schemas.ImageFingerprintTaskResponse attribute) (graphai.api.voice.schemas.AudioFingerprintTaskResponse attribute) cluster_and_reassign_outliers() (in module graphai.core.ontology.clustering) cluster_id (graphai.api.ontology.schemas.BreakUpClusterRequest attribute) (graphai.api.ontology.schemas.NearestClusterElement attribute) cluster_info() (in module graphai.api.ontology.router) cluster_info_job() (in module graphai.celery.ontology.jobs) cluster_nearest_category_job() (in module graphai.celery.ontology.jobs) cluster_using_embedding() (in module graphai.core.ontology.clustering) ClusterDetailsResponse (class in graphai.api.ontology.schemas) clusters (graphai.api.ontology.schemas.BreakUpClustersClusterNumberResponse attribute) (graphai.api.ontology.schemas.CategoryDetailsResponse attribute) (graphai.api.ontology.schemas.NearestCategoryElementWithClusters attribute) codec_name (graphai.api.video.schemas.VideoStreamInfo attribute) codec_type (graphai.api.video.schemas.VideoStreamInfo attribute) codes (graphai.core.utils.text.io.Colors attribute) coeffs (graphai.api.ontology.schemas.GraphDistanceRequest attribute) (graphai.api.ontology.schemas.GraphNearestCategoryRequest attribute) collect_multi_image_ocr() (in module graphai.core.image.image) Colors (class in graphai.core.utils.text.io) combine() (in module graphai.pipelines.investment.concept_configuration) combine_and_embed_laplacian() (in module graphai.core.ontology.clustering) combine_concept_and_anchor_scores() (in module graphai.core.ontology.data) combine_laplacians() (in module graphai.core.ontology.clustering) compare_decoded_fingerprints() (in module graphai.core.common.fingerprinting) compare_encoded_fingerprints() (in module graphai.core.common.fingerprinting)

compare_strings() (in module graphai.core.scraping.scraping) complete() (in module graphai.pipelines.investment.toy_example) compute_affinities() (in module graphai.pipelines.investment.concept_configuration) compute_all_graphs_from_scratch() (in module graphai.core.ontology.clustering) compute_audio_fingerprint() (in module graphai.core.video.video) compute_audio_fingerprint_callback() (in module graphai.core.video.video) compute_average() (in module graphai.core.ontology.data) compute_average_of_df() (in module graphai.core.ontology.data) compute_embedding_scores() (in module graphai.core.text.embeddings) compute_embedding_text_fingerprint_callback() (in module graphai.core.embedding.embedding) compute_fundraisers_units() (in module graphai.pipelines.investment.compute_fundraisers_units) compute_graph_cluster_nearest_category() (in module graphai.api.ontology.router) compute_graph_concept_nearest_category() (in module graphai.api.ontology.router) compute_graph_distance() (in module graphai.api.ontology.router) compute_graph_nearest_concept() (in module graphai.api.ontology.router) compute_investors_units() (in module graphai.pipelines.investment.compute_investors_units) compute_investors_units_2() (in module graphai.pipelines.investment.compute_investors_units_2) compute_jaccard_index() (in module graphai.pipelines.investment.compute_jaccard_index) compute_keywords_scores() (in module graphai.core.text.scores) compute_levenshtein_score() (in module graphai.core.text.scores) compute_mixed_score() (in module graphai.core.text.scores) compute_noise_level_parallel() (in module graphai.core.video.video) compute_noise_threshold_callback() (in module graphai.core.video.video) compute_ocr_noise_level() (in module graphai.core.video.video_utils) compute_ocr_threshold() (in module graphai.core.video.video_utils) compute_precalculated_similarity_matrices() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) compute_scores() (in module graphai.core.text) (in module graphai.core.text.scores) compute_single_image_fingerprint() (in module graphai.core.video.video) compute_slide_fingerprint_callback() (in module graphai.core.video.video) compute_slide_set_fingerprint() (in module graphai.core.video.video) compute_slide_tfidf_scores() (in module graphai.core.translation.text_utils) compute_slide_transitions_callback() (in module graphai.core.video.video) compute_slide_transitions_parallel() (in module graphai.core.video.video) compute_symmetric_concept_concept_matrix() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) compute_text_fingerprint() (in module graphai.core.common.fingerprinting) compute_translation_text_fingerprint_callback() (in module graphai.core.translation.translation) compute_video_fingerprint() (in module graphai.core.video.video) compute_video_fingerprint_callback() (in module graphai.core.video.video) compute_video_ocr_transitions() (in module graphai.core.video.video_utils) compute_year_coefficients() (in module graphai.pipelines.investment.aggregate_recent_past) concat_file_path() (graphai.core.common.caching.VideoConfig method) concept_id (graphai.api.text.schemas.WikifyResponseElem attribute) concept_info() (in module graphai.api.ontology.router) concept_info_job() (in module graphai.celery.ontology.jobs) concept_name (graphai.api.text.schemas.WikifyResponseElem attribute) concept_nearest_category_job() (in module graphai.celery.ontology.jobs) concept_nearest_concept_job() (in module graphai.celery.ontology.jobs) ConceptDetails (class in graphai.api.ontology.schemas) ConceptDetailsSingleResponse (class in graphai.api.ontology.schemas) ConceptEmbeddings (class in graphai.core.text.embeddings) concepts (graphai.api.ontology.schemas.CategoryDetailsResponse attribute) (graphai.api.ontology.schemas.ClusterDetailsResponse attribute) ConceptsGraph (class in graphai.core.text) (class in graphai.core.text.graph) contents (graphai.api.image.schemas.UploadImageRequest attribute) convert_cluster_labels_to_dict() (in module graphai.core.ontology.clustering) convert_list_to_text() (in module graphai.core.common.common_utils) convert_text_back_to_list() (in module graphai.core.common.common_utils) convert_to_csr_matrix() (in module graphai.core.ontology.data) copy_embedding_object() (in module graphai.core.embedding.embedding) copy_file_within_folder() (in module graphai.core.common.common_utils) cprint() (in module graphai.core.utils.text.io) create_access_token() (in module graphai.api.auth.router) create_base_url_token() (in module graphai.core.scraping.scraping) create_celery() (in module graphai.celery.common.celery_config) create_graph_from_df() (in module graphai.core.ontology.data) create_image_filename_using_url_format() (in module graphai.core.image.image) create_investments_graph() (in module graphai.pipelines.investment.create_investments_graph) create_origin_token_using_info() (in module graphai.core.image.image) create_symlink() (graphai.core.common.caching.VideoConfig method) create_symlink_between_paths() (in module graphai.core.common.caching) create_video_filename_using_url_format() (in module graphai.core.video.video_utils)

D

data (graphai.api.scraping.schemas.ExtractContentTaskResponse attribute) database_callback_generic() (in module graphai.core.common.lookup) davies_bouldin_eval() (in module graphai.core.ontology.clustering) db_results_to_pandas_df() (in module graphai.core.ontology.data) default_threshold (graphai.api.video.schemas.SlideDetectionParams attribute) delete_file() (in module graphai.core.common.caching) delta() (graphai.core.utils.time.stopwatch.Stopwatch method) depth (graphai.api.ontology.schemas.CategoryInfoResponse attribute) derive_col_to_col_graph() (in module graphai.core.ontology.data) derive_yearly_data() (in module graphai.pipelines.investment.create_investments_graph) description (graphai.api.text.schemas.GenerateLectureExerciseRequest attribute) (graphai.api.text.schemas.GenerateTextExerciseRequest attribute) detect_audio_duration() (in module graphai.core.video.video_utils) detect_audio_segment_lang_whisper() (graphai.core.voice.transcribe.WhisperTranscriptionModel method) detect_fundraisers_concepts() (in module graphai.pipelines.investment.detect_fundraisers_concepts) detect_language() (in module graphai.api.voice.router) detect_language_callback() (in module graphai.core.voice.transcribe) detect_language_job() (in module graphai.celery.voice.jobs) detect_language_parallel() (in module graphai.core.voice.transcribe) detect_language_retrieve_from_db_and_split() (in module graphai.core.voice.transcribe) detect_language_status() (in module graphai.api.voice.router) detect_language_translation() (in module graphai.core.translation.translation) detect_ocr_language_status() (in module graphai.api.image.router)

detect_slides() (in module graphai.api.video.router) detect_slides_callback() (in module graphai.core.video.video) detect_slides_job() (in module graphai.celery.video.jobs) detect_slides_status() (in module graphai.api.video.router) detect_text_language() (in module graphai.core.common.multimedia_utils) detect_text_language_job() (in module graphai.celery.translation.jobs) DetectOCRLanguageResponse (class in graphai.api.image.schemas) DetectOCRLanguageTaskResponse (class in graphai.api.image.schemas) DetectSlidesRequest (class in graphai.api.video.schemas) DetectSlidesResponse (class in graphai.api.video.schemas) DetectSlidesTaskResponse (class in graphai.api.video.schemas) DevelopmentConfig (class in graphai.celery.common.celery_config) device (graphai.api.embedding.schemas.EmbeddingTaskResponse attribute) (graphai.api.translation.schemas.TranslationTaskResponse attribute) direct_lookup_generic_job() (in module graphai.celery.common.jobs) disabled (graphai.api.auth.auth_utils.User attribute) dispatch() (graphai.api.auth.log.LoggerMiddleware method) draw_graph() (in module graphai.core.text) (in module graphai.core.text.draw) draw_ontology() (in module graphai.core.text) (in module graphai.core.text.draw) duration (graphai.api.video.schemas.ExtractAudioTaskResponse attribute) (graphai.api.video.schemas.VideoStreamInfo attribute) (graphai.api.voice.schemas.AudioFingerprintTaskResponse attribute)

E

email (graphai.api.auth.auth_utils.User attribute) embed() (graphai.core.embedding.embedding.EmbeddingModels method) embed_text() (in module graphai.api.embedding.router) (in module graphai.core.embedding.embedding) embed_text_status() (in module graphai.api.embedding.router) embedding_from_json() (in module graphai.core.embedding.embedding) embedding_global_score (graphai.api.text.schemas.WikifyResponseElem attribute) embedding_job() (in module graphai.celery.embedding.jobs) embedding_keywords_score (graphai.api.text.schemas.WikifyResponseElem attribute) embedding_local_score (graphai.api.text.schemas.WikifyResponseElem attribute) embedding_score (graphai.api.ontology.schemas.OpenalexCategoryNearestTopicsResponseElem attribute) embedding_text_list_dummy_fingerprint_parallel() (in module graphai.core.embedding.embedding) embedding_text_list_embed_callback() (in module graphai.core.embedding.embedding) embedding_text_list_embed_jsonify_callback() (in module graphai.core.embedding.embedding) embedding_text_list_embed_parallel() (in module graphai.core.embedding.embedding) embedding_text_list_fingerprint_callback() (in module graphai.core.embedding.embedding) embedding_text_list_fingerprint_parallel() (in module graphai.core.embedding.embedding) embedding_to_json() (in module graphai.core.embedding.embedding) EmbeddingDBCachingManager (class in graphai.core.common.caching) EmbeddingEnabledNearestEntityResponse (class in graphai.api.ontology.schemas) EmbeddingFingerprintRequest (class in graphai.api.embedding.schemas) EmbeddingModels (class in graphai.core.embedding.embedding) EmbeddingRequest (class in graphai.api.embedding.schemas) EmbeddingRequestBase (class in graphai.api.embedding.schemas) EmbeddingResponse (class in graphai.api.embedding.schemas) embeddings_table_exists() (in module graphai.core.ontology.data) embeddings_used (graphai.api.ontology.schemas.EmbeddingEnabledNearestEntityResponse attribute) EmbeddingTaskResponse (class in graphai.api.embedding.schemas) ensure_nonzero_denominator() (in module graphai.core.ontology.data) error (graphai.api.image.schemas.RetrieveImageURLResponseInner attribute) establish_connection() (graphai.core.image.ocr.AbstractOCRModel method) execute_multi_entity_concepts_and_anchors_query() (in module graphai.core.ontology.data) execute_single_entity_concepts_and_anchors_query() (in module graphai.core.ontology.data) existing_label (graphai.api.ontology.schemas.GraphClusterNearestCategoryResponse attribute) (graphai.api.ontology.schemas.GraphConceptNearestCategoryResponse attribute)

extract_and_sample_frames() (in module graphai.core.video.video) extract_audio() (in module graphai.api.video.router) (in module graphai.core.video.video) extract_audio_callback() (in module graphai.core.video.video) extract_audio_from_video() (in module graphai.core.video.video_utils) extract_audio_job() (in module graphai.celery.video.jobs) extract_audio_status() (in module graphai.api.video.router) extract_content_job() (in module graphai.celery.scraping.jobs) extract_frames() (in module graphai.core.video.video_utils) extract_keywords() (in module graphai.core.text) (in module graphai.core.text.keywords) extract_media_segment() (in module graphai.core.voice.transcribe) extract_multi_image_text() (in module graphai.core.image.image) extract_page_content() (in module graphai.api.scraping.router) extract_page_content_status() (in module graphai.api.scraping.router) extract_scraping_content_callback() (in module graphai.core.scraping.scraping) extract_slide_text() (in module graphai.core.image.image) extract_slide_text_callback() (in module graphai.core.image.image) extract_sublinks() (in module graphai.api.scraping.router) extract_sublinks_job() (in module graphai.celery.scraping.jobs) extract_sublinks_status() (in module graphai.api.scraping.router) extract_text() (in module graphai.api.image.router) extract_text_from_url() (in module graphai.core.scraping.scraping) extract_text_status() (in module graphai.api.image.router) extract_username_and_scopes() (in module graphai.api.auth.auth_utils) extract_username_sync() (in module graphai.api.auth.auth_utils) ExtractAudioRequest (class in graphai.api.video.schemas) ExtractAudioResponse (class in graphai.api.video.schemas) ExtractAudioTaskResponse (class in graphai.api.video.schemas) ExtractContentRequest (class in graphai.api.scraping.schemas) ExtractContentResponse (class in graphai.api.scraping.schemas) ExtractContentTaskResponse (class in graphai.api.scraping.schemas) ExtractTextRequest (class in graphai.api.image.schemas) ExtractTextResponse (class in graphai.api.image.schemas) ExtractTextTaskResponse (class in graphai.api.image.schemas)

F

file_exists() (in module graphai.core.common.common_utils) file_extension (graphai.api.image.schemas.UploadImageRequest attribute) FileRequest (class in graphai.api.common.schemas) filter_results() (in module graphai.core.text.scores) filters (graphai.api.retrieval.schemas.RetrievalIndexType attribute) (graphai.api.retrieval.schemas.RetrievalRequest attribute) find_best_slide_subset() (in module graphai.core.translation.text_utils) find_closest_audio_fingerprint_from_list() (in module graphai.core.common.fingerprinting) find_closest_fingerprint_for_list_from_list() (in module graphai.core.common.fingerprinting) find_closest_fingerprint_from_list() (in module graphai.core.common.fingerprinting) find_closest_image_fingerprint_from_list() (in module graphai.core.common.fingerprinting) find_closest_text_fingerprint_from_list() (in module graphai.core.common.fingerprinting) find_consecutive_runs() (in module graphai.core.scraping.scraping) find_edge_patterns() (in module graphai.core.scraping.scraping) find_repeated_patterns() (in module graphai.core.scraping.scraping) find_set_cover() (in module graphai.core.translation.text_utils) find_spaces() (in module graphai.core.scraping.scraping) fingerprint_based_embedding_lookup() (in module graphai.core.embedding.embedding) fingerprint_based_text_lookup() (in module graphai.core.common.lookup) fingerprint_cache_lookup() (in module graphai.core.common.lookup) fingerprint_cache_lookup_with_most_similar() (in module graphai.core.common.lookup) fingerprint_compute_job() (in module graphai.celery.embedding.jobs) (in module graphai.celery.translation.jobs) fingerprint_job() (in module graphai.celery.embedding.jobs) (in module graphai.celery.image.jobs) (in module graphai.celery.translation.jobs) (in module graphai.celery.video.jobs) (in module graphai.celery.voice.jobs) fingerprint_lookup_callback() (in module graphai.core.common.lookup) fingerprint_lookup_direct() (in module graphai.core.common.lookup) fingerprint_lookup_job() (in module graphai.celery.embedding.jobs) (in module graphai.celery.image.jobs) (in module graphai.celery.translation.jobs) (in module graphai.celery.video.jobs) (in module graphai.celery.voice.jobs) fingerprint_lookup_parallel() (in module graphai.core.common.lookup) fingerprint_lookup_retrieve_from_db() (in module graphai.core.common.lookup) fingerprinted (graphai.api.common.schemas.TokenStatus attribute)

FingerprintParameters (class in graphai.core.common.caching) force (graphai.api.embedding.schemas.EmbeddingRequestBase attribute) (graphai.api.image.schemas.ExtractTextRequest attribute) (graphai.api.image.schemas.ImageFingerprintRequest attribute) (graphai.api.image.schemas.RetrieveImageURLRequest attribute) (graphai.api.image.schemas.UploadImageRequest attribute) (graphai.api.scraping.schemas.GetSublinksRequest attribute) (graphai.api.translation.schemas.TranslationRequest attribute) (graphai.api.video.schemas.DetectSlidesRequest attribute) (graphai.api.video.schemas.ExtractAudioRequest attribute) (graphai.api.video.schemas.RetrieveURLRequest attribute) (graphai.api.video.schemas.VideoFingerprintRequest attribute) (graphai.api.voice.schemas.AudioDetectLanguageRequest attribute) (graphai.api.voice.schemas.AudioFingerprintRequest attribute) (graphai.api.voice.schemas.AudioTranscriptionRequest attribute) force_lang (graphai.api.voice.schemas.AudioTranscriptionRequest attribute) format_api_results() (in module graphai.api.common.utils) format_datetime_for_mysql() (in module graphai.core.common.common_utils) frame_hash_similarity() (in module graphai.core.video.video_utils) frame_ocr_distance() (in module graphai.core.video.video_utils) frame_ocr_transition() (in module graphai.core.video.video_utils) fresh (graphai.api.embedding.schemas.EmbeddingTaskResponse attribute) (graphai.api.image.schemas.DetectOCRLanguageTaskResponse attribute) (graphai.api.image.schemas.ExtractTextTaskResponse attribute) (graphai.api.image.schemas.ImageFingerprintTaskResponse attribute) (graphai.api.image.schemas.RetrieveImageURLResponseInner attribute) (graphai.api.scraping.schemas.GetSublinksTaskResponse attribute) (graphai.api.translation.schemas.TextFingerprintTaskResponse attribute) (graphai.api.translation.schemas.TranslationTaskResponse attribute) (graphai.api.video.schemas.DetectSlidesTaskResponse attribute) (graphai.api.video.schemas.ExtractAudioTaskResponse attribute) (graphai.api.video.schemas.RetrieveURLResponseInner attribute) (graphai.api.video.schemas.VideoFingerprintTaskResponse attribute) (graphai.api.voice.schemas.AudioDetectLanguageTaskResponse attribute) (graphai.api.voice.schemas.AudioFingerprintTaskResponse attribute) (graphai.api.voice.schemas.AudioTranscriptionTaskResponse attribute) full (graphai.api.retrieval.schemas.ChunkResponse attribute) full_name (graphai.api.auth.auth_utils.User attribute)

G

gemini_api_token (graphai.api.image.schemas.ExtractTextRequest attribute) GeminiOCRModel (class in graphai.core.image.ocr) generate_audio_token() (in module graphai.core.video.video_utils) generate_category_concept_dict() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) generate_embedding_text_token() (in module graphai.core.embedding.embedding) generate_exercise() (in module graphai.api.text.router) (in module graphai.celery.text.jobs) (in module graphai.core.text) (in module graphai.core.text.exercises) generate_filepath() (graphai.core.common.caching.VideoConfig method) generate_frame_sample_indices() (in module graphai.core.video.video_utils) generate_img_and_ocr_paths_and_perform_tesseract_ocr() (in module graphai.core.video.video_utils) generate_random_password_string() (in module graphai.api.auth.auth_utils) generate_random_token() (in module graphai.core.common.common_utils) generate_src_tgt_dict() (in module graphai.core.translation.text_utils) generate_sublink_token() (in module graphai.core.scraping.scraping) generate_symbolic_token() (in module graphai.core.video.video_utils) generate_translation_text_token() (in module graphai.core.translation.text_utils) generate_tree_structure() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) GenerateLectureExerciseRequest (class in graphai.api.text.schemas) GenerateTextExerciseRequest (class in graphai.api.text.schemas) get_active_user_dummy() (in module graphai.api.auth.router) get_audio_dir() (graphai.core.common.caching.VideoConfig method) get_audio_fingerprint_chain_list() (in module graphai.celery.video.jobs) get_audio_language_detection_task_chain() (in module graphai.celery.voice.jobs) get_audio_token_status() (in module graphai.core.common.multimedia_utils) get_available_streams() (in module graphai.core.common.multimedia_utils) get_base64() (graphai.core.image.ocr.ImgToBase64Converter method) get_category_anchor_pages() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_category_branch() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_category_category_similarity() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_category_children() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_category_closest_category() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_category_cluster_list() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_category_cluster_table() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_category_concept_list() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_category_concept_table() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_category_info() (in module graphai.core.ontology.ontology) get_category_parent() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_category_to_category() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_celery_task() (in module graphai.celery.common.celery_config) get_cluster_category_closest() (in module graphai.core.ontology) (in module graphai.core.ontology.ontology) get_cluster_category_similarity() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_cluster_children() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_cluster_closest_category() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_cluster_closest_category_embedding() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_cluster_cluster_similarity() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_cluster_concept_list() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_cluster_concepts() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_cluster_info() (in module graphai.core.ontology.ontology) get_cluster_parent() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_col_to_col_dict() (in module graphai.core.ontology.data) get_concept_category_closest() (in module graphai.core.ontology) (in module graphai.core.ontology.ontology) get_concept_category_closest_embedding() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_concept_category_similarity() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_concept_closest_category() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_concept_closest_concept() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_concept_closest_concept_embedding() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_concept_cluster_similarity() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_concept_concept_closest() (in module graphai.core.ontology) (in module graphai.core.ontology.ontology) get_concept_concept_graphscore_table() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_concept_concept_similarity() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_concept_info() (in module graphai.core.ontology.ontology) get_concept_name() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_concept_names_list() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_concept_parent_category() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_concept_parent_cluster() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_cosine_sim() (in module graphai.core.video.video_utils) get_current_active_user() (in module graphai.api.auth.router) get_current_datetime() (in module graphai.core.common.common_utils) get_current_user() (in module graphai.api.auth.router) get_custom_cluster_closest_category() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_custom_cluster_closest_category_embedding() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_data() (graphai.core.utils.text.clean.HTMLCleaner method) get_details_using_origin() (graphai.core.common.caching.ScrapingDBCachingManager method) get_device() (graphai.core.embedding.embedding.EmbeddingModels method) (graphai.core.translation.text_utils.TranslationModels method) get_embedding_text_fingerprint_chain_list() (in module graphai.celery.embedding.jobs) get_file() (in module graphai.api.video.router) get_file_job() (in module graphai.celery.video.jobs) get_file_size() (in module graphai.core.common.common_utils) get_frs() (in module graphai.pipelines.investment.create_investments_graph) get_frs_fundraisers() (in module graphai.pipelines.investment.create_investments_graph) get_fundraisers_concepts() (in module graphai.pipelines.investment.create_investments_graph) get_id_dict() (in module graphai.core.ontology.data) get_image_dir() (graphai.core.common.caching.VideoConfig method) get_image_token_status() (in module graphai.core.common.multimedia_utils) get_investors_frs() (in module graphai.pipelines.investment.create_investments_graph) get_laplacian() (in module graphai.core.ontology.clustering) get_last_usage() (graphai.core.embedding.embedding.EmbeddingModels method) (graphai.core.translation.text_utils.TranslationModels method) (graphai.core.voice.transcribe.WhisperTranscriptionModel method) get_max_tokens() (graphai.core.embedding.embedding.EmbeddingModels method) get_min_sim_audio() (graphai.core.common.caching.FingerprintParameters method) get_min_sim_image() (graphai.core.common.caching.FingerprintParameters method) get_min_sim_video() (graphai.core.common.caching.FingerprintParameters method) get_most_common_element() (in module graphai.core.common.common_utils) get_n_celery_workers() (in module graphai.celery.common.celery_tools) get_non_ontology_concept_names() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_ocr_colnames() (in module graphai.core.image.ocr) get_ontology_category_info() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_ontology_category_names() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_ontology_concept_names_table() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_ontology_concepts() (graphai.core.text.ConceptsGraph method) (graphai.core.text.graph.ConceptsGraph method) get_openalex_nearest() (in module graphai.core.ontology) (in module graphai.core.ontology.openalex) get_password_hash() (in module graphai.api.auth.auth_utils) get_ratelimit_values() (in module graphai.api.auth.auth_utils) get_retrieve_file_status() (in module graphai.api.video.router) get_retrieve_image_file_status() (in module graphai.api.image.router) get_root_category() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_root_dir() (graphai.core.common.caching.VideoConfig method) get_settings() (in module graphai.celery.common.celery_config) get_silence_thresholds() (graphai.core.voice.transcribe.WhisperTranscriptionModel method) get_slide_fingerprint_chain_list() (in module graphai.celery.video.jobs) get_sublinks() (in module graphai.core.scraping.scraping) get_task_info() (in module graphai.celery.common.celery_config) get_test_category_concept() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_test_cluster_concept() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_test_concept_names() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) get_text_token_count_using_model() (in module graphai.core.embedding.embedding) get_text_word_vector() (graphai.core.video.video_utils.NLPModels method) get_text_word_vector_using_words() (graphai.core.video.video_utils.NLPModels method) get_token_count() (graphai.core.embedding.embedding.EmbeddingModels method) get_token_file_status() (in module graphai.core.common.caching) get_tokenizer() (graphai.core.embedding.embedding.EmbeddingModels method) get_transcript_dir() (graphai.core.common.caching.VideoConfig method) get_translation_text_fingerprint_chain_list() (in module graphai.celery.translation.jobs) get_user() (in module graphai.api.auth.auth_utils) get_user_agent() (in module graphai.api.auth.log) get_user_for_rate_limiter() (in module graphai.api.auth.router) get_user_ratelimit_overrides() (in module graphai.api.auth.auth_utils) get_video_dir() (graphai.core.common.caching.VideoConfig method) get_video_fingerprint_chain_list() (in module graphai.celery.video.jobs) get_video_token_status() (in module graphai.core.common.multimedia_utils) get_words() (graphai.core.video.video_utils.NLPModels method) GetSublinksRequest (class in graphai.api.scraping.schemas) GetSublinksResponse (class in graphai.api.scraping.schemas) GetSublinksTaskResponse (class in graphai.api.scraping.schemas) google_api_token (graphai.api.image.schemas.ExtractTextRequest attribute) GoogleOCRModel (class in graphai.core.image.ocr) graph_distance_job() (in module graphai.celery.ontology.jobs) graph_keywords_score (graphai.api.text.schemas.WikifyResponseElem attribute) graph_score (graphai.api.text.schemas.WikifyResponseElem attribute) graphai module graphai.api module graphai.api.auth module graphai.api.auth.auth_utils module graphai.api.auth.log module graphai.api.auth.router module graphai.api.common module graphai.api.common.schemas module graphai.api.common.utils module graphai.api.embedding module graphai.api.embedding.router module graphai.api.embedding.schemas module graphai.api.image module graphai.api.image.router module graphai.api.image.schemas module graphai.api.main module graphai.api.main.main module graphai.api.ontology module graphai.api.ontology.router module graphai.api.ontology.schemas module graphai.api.retrieval module graphai.api.retrieval.router module graphai.api.retrieval.schemas module graphai.api.scraping module

graphai.api.scraping.router module graphai.api.scraping.schemas module graphai.api.text module graphai.api.text.router module graphai.api.text.schemas module graphai.api.translation module graphai.api.translation.router module graphai.api.translation.schemas module graphai.api.video module graphai.api.video.router module graphai.api.video.schemas module graphai.api.voice module graphai.api.voice.router module graphai.api.voice.schemas module graphai.celery module graphai.celery.common module graphai.celery.common.celery_config module graphai.celery.common.celery_tools module graphai.celery.common.jobs module graphai.celery.common.log module graphai.celery.common.tasks module graphai.celery.embedding module graphai.celery.embedding.jobs module graphai.celery.embedding.tasks module graphai.celery.image module graphai.celery.image.jobs module graphai.celery.image.tasks module graphai.celery.ontology module graphai.celery.ontology.jobs module graphai.celery.ontology.tasks module graphai.celery.retrieval module graphai.celery.retrieval.jobs module graphai.celery.retrieval.tasks module graphai.celery.scraping module graphai.celery.scraping.jobs module graphai.celery.scraping.tasks module graphai.celery.text module graphai.celery.text.jobs module graphai.celery.text.tasks module graphai.celery.translation module graphai.celery.translation.jobs module graphai.celery.translation.tasks module graphai.celery.video module graphai.celery.video.jobs module graphai.celery.video.tasks module graphai.celery.voice module graphai.celery.voice.jobs module graphai.celery.voice.tasks module graphai.core module graphai.core.common module graphai.core.common.caching module graphai.core.common.common_utils module graphai.core.common.config module graphai.core.common.fingerprinting module graphai.core.common.lookup module graphai.core.common.multimedia_utils module graphai.core.embedding module graphai.core.embedding.embedding module graphai.core.image module graphai.core.image.image module graphai.core.image.ocr module graphai.core.ontology module graphai.core.ontology.clustering module graphai.core.ontology.data module graphai.core.ontology.ontology module graphai.core.ontology.openalex module graphai.core.retrieval module graphai.core.retrieval.anonymization module graphai.core.retrieval.retrieval_settings module graphai.core.retrieval.retrieval_utils module graphai.core.scraping module graphai.core.scraping.scraping module graphai.core.text module graphai.core.text.draw module graphai.core.text.embeddings module graphai.core.text.exercises module graphai.core.text.graph module graphai.core.text.keywords module graphai.core.text.scores module graphai.core.text.wikisearch module graphai.core.translation module graphai.core.translation.text_utils module graphai.core.translation.translation module graphai.core.utils module graphai.core.utils.breadcrumb module graphai.core.utils.progress_bar module graphai.core.utils.text module graphai.core.utils.text.clean module graphai.core.utils.text.io module graphai.core.utils.time module graphai.core.utils.time.date module graphai.core.utils.time.stopwatch module graphai.core.video module graphai.core.video.video module graphai.core.video.video_utils module graphai.core.voice module graphai.core.voice.transcribe module graphai.definitions module graphai.pipelines module graphai.pipelines.investment module graphai.pipelines.investment.aggregate_recent_past module graphai.pipelines.investment.check_unit module graphai.pipelines.investment.compute_fundraisers_units module graphai.pipelines.investment.compute_investors_units module graphai.pipelines.investment.compute_investors_units_2 module graphai.pipelines.investment.compute_jaccard_index module graphai.pipelines.investment.concept_configuration module graphai.pipelines.investment.create_investments_graph module graphai.pipelines.investment.detect_fundraisers_concepts module graphai.pipelines.investment.main module graphai.pipelines.investment.parameters module graphai.pipelines.investment.toy_example module graphai.pipelines.validation module graphai.pipelines.visualisation module GraphClusterNearestCategoryRequest (class in graphai.api.ontology.schemas) GraphClusterNearestCategoryResponse (class in graphai.api.ontology.schemas) GraphConceptNearestCategoryRequest (class in graphai.api.ontology.schemas) GraphConceptNearestCategoryResponse (class in graphai.api.ontology.schemas) GraphDistanceRequest (class in graphai.api.ontology.schemas) GraphDistanceResponse (class in graphai.api.ontology.schemas) GraphNearestCategoryRequest (class in graphai.api.ontology.schemas) GraphNearestConceptRequest (class in graphai.api.ontology.schemas) GraphNearestConceptResponse (class in graphai.api.ontology.schemas) group_clustered() (in module graphai.core.ontology.clustering)

H

handle_data() (graphai.core.utils.text.clean.HTMLCleaner method) handle_endtag() (graphai.core.utils.text.clean.HTMLCleaner method) handle_starttag() (graphai.core.utils.text.clean.HTMLCleaner method) has_invalid_characters() (in module graphai.core.retrieval.retrieval_utils)

has_rag_access_rights() (in module graphai.api.auth.auth_utils) hash_thresh (graphai.api.video.schemas.SlideDetectionParams attribute) hashed_password (graphai.api.auth.auth_utils.UserInDB attribute) HTMLCleaner (class in graphai.core.utils.text.clean)

I

id (graphai.api.image.schemas.UploadedFileOriginInfo attribute) (graphai.api.ontology.schemas.CategoryInfoResponse attribute) (graphai.api.ontology.schemas.ConceptDetails attribute) (graphai.api.ontology.schemas.OneConceptResponseElement attribute) ignore_audio_fingerprint_results_callback() (in module graphai.core.video.video) ignore_fingerprint_results_callback() (in module graphai.core.common.lookup) ignore_single_image_fingerprint_results_callback() (in module graphai.core.video.video) ignore_slide_fingerprint_results_callback() (in module graphai.core.video.video) ignore_video_fingerprint_results_callback() (in module graphai.core.video.video) ImageFingerprintRequest (class in graphai.api.image.schemas) ImageFingerprintResponse (class in graphai.api.image.schemas) ImageFingerprintTaskResponse (class in graphai.api.image.schemas) ImgToBase64Converter (class in graphai.core.image.ocr) impurity_count (graphai.api.ontology.schemas.RecomputeClustersTaskResponse attribute) impurity_proportion (graphai.api.ontology.schemas.RecomputeClustersTaskResponse attribute) include_first (graphai.api.video.schemas.SlideDetectionParams attribute) include_last (graphai.api.video.schemas.SlideDetectionParams attribute) include_solution (graphai.api.text.schemas.GenerateLectureExerciseRequest attribute) (graphai.api.text.schemas.GenerateTextExerciseRequest attribute) indent() (graphai.core.utils.breadcrumb.Breadcrumb method) index (graphai.api.retrieval.schemas.RetrievalIndexType attribute) (graphai.api.retrieval.schemas.RetrievalRequest attribute)

indexes (graphai.api.retrieval.schemas.RetrievalInfoResponse attribute) IndividualOCRResult (class in graphai.api.image.schemas) info (graphai.api.ontology.schemas.CategoryDetailsResponse attribute) init_db() (graphai.core.common.caching.AudioDBCachingManager method) (graphai.core.common.caching.EmbeddingDBCachingManager method) (graphai.core.common.caching.ScrapingDBCachingManager method) (graphai.core.common.caching.SlideDBCachingManager method) (graphai.core.common.caching.TextDBCachingManager method) (graphai.core.common.caching.VideoDBCachingManager method) initialize_data_dict() (in module graphai.core.scraping.scraping) initialize_url() (in module graphai.core.scraping.scraping) initialize_url_and_get_sublinks() (in module graphai.core.scraping.scraping) insert_embedding_into_db() (in module graphai.core.embedding.embedding) invert_dict() (in module graphai.core.common.common_utils) is_effective_url() (in module graphai.core.common.common_utils) is_fingerprinted() (in module graphai.core.common.lookup) is_pdf() (in module graphai.core.common.common_utils) is_token() (in module graphai.core.common.common_utils) is_url() (in module graphai.core.common.common_utils) is_valid_latex() (in module graphai.core.image.ocr)

J

jsonify_embedding_results() (in module graphai.core.embedding.embedding)

K

keywords (graphai.api.text.schemas.WikifyFromKeywordsRequest attribute) keywords() (in module graphai.api.text.router) (in module graphai.celery.text.jobs)

KeywordsRequest (class in graphai.api.text.schemas)

L

lang (graphai.api.retrieval.schemas.AnonymizeRequest attribute) language (graphai.api.image.schemas.DetectOCRLanguageTaskResponse attribute) (graphai.api.image.schemas.ExtractTextTaskResponse attribute) (graphai.api.translation.schemas.TextDetectLanguageTaskResponse attribute) (graphai.api.video.schemas.DetectSlidesRequest attribute) (graphai.api.voice.schemas.AudioDetectLanguageTaskResponse attribute) (graphai.api.voice.schemas.AudioTranscriptionTaskResponse attribute) language_lookup_job() (in module graphai.celery.voice.jobs) lecture_id (graphai.api.text.schemas.GenerateLectureExerciseRequest attribute) levenshtein_score (graphai.api.text.schemas.WikifyResponseElem attribute) lifespan() (in module graphai.api.main.main) limit (graphai.api.retrieval.schemas.RetrievalRequest attribute) llm_model (graphai.api.text.schemas.GenerateLectureExerciseRequest attribute) (graphai.api.text.schemas.GenerateTextExerciseRequest attribute) load_anchor_page_dict() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) load_category_category() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) load_category_concept() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) load_concept_concept_graphscore() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) load_data() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method)

load_from_db() (graphai.core.text.ConceptsGraph method) (graphai.core.text.graph.ConceptsGraph method) load_model() (graphai.core.embedding.embedding.EmbeddingModels method) load_model_whisper() (graphai.core.voice.transcribe.WhisperTranscriptionModel method) load_models() (graphai.core.embedding.embedding.EmbeddingModels method) (graphai.core.retrieval.anonymization.AnonymizerModels method) (graphai.core.translation.text_utils.TranslationModels method) load_nlp_models() (graphai.core.video.video_utils.NLPModels method) load_non_ontology_concept_names() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) load_ontology_categories() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) load_ontology_concept_names() (graphai.core.ontology.data.OntologyData method) (graphai.core.ontology.OntologyData method) load_values() (graphai.core.common.caching.FingerprintParameters method) log() (graphai.core.utils.breadcrumb.Breadcrumb method) (in module graphai.celery.common.log) (in module graphai.core.utils.text.io) log_request() (in module graphai.api.auth.log) LoggerMiddleware (class in graphai.api.auth.log) login_for_access_token() (in module graphai.api.auth.router) lookup_latest_allowed_date() (in module graphai.core.common.lookup)

M

main() (in module graphai.pipelines.investment.check_unit) (in module graphai.pipelines.investment.main) make_adj_undirected() (in module graphai.core.ontology.data) make_sure_path_exists() (in module graphai.core.common.common_utils) md5_text() (in module graphai.core.common.fingerprinting) md5_video_or_audio() (in module graphai.core.common.fingerprinting) method (graphai.api.image.schemas.ExtractTextRequest attribute) (graphai.api.image.schemas.IndividualOCRResult attribute) min_n (graphai.api.ontology.schemas.RecomputeClustersRequest attribute) mix() (in module graphai.pipelines.investment.concept_configuration) mixed_score (graphai.api.text.schemas.WikifyResponseElem attribute) mkdir() (in module graphai.core.utils.text.io) model_config (graphai.api.auth.auth_utils.Token attribute) (graphai.api.auth.auth_utils.TokenData attribute) (graphai.api.auth.auth_utils.User attribute) (graphai.api.auth.auth_utils.UserInDB attribute) (graphai.api.common.schemas.FileRequest attribute) (graphai.api.common.schemas.TaskIDResponse attribute) (graphai.api.common.schemas.TaskStatusResponse attribute) (graphai.api.common.schemas.TokenStatus attribute) (graphai.api.embedding.schemas.EmbeddingFingerprintRequest attribute) (graphai.api.embedding.schemas.EmbeddingRequest attribute) (graphai.api.embedding.schemas.EmbeddingRequestBase attribute) (graphai.api.embedding.schemas.EmbeddingResponse attribute) (graphai.api.embedding.schemas.EmbeddingTaskResponse attribute) (graphai.api.image.schemas.DetectOCRLanguageResponse attribute) (graphai.api.image.schemas.DetectOCRLanguageTaskResponse attribute) (graphai.api.image.schemas.ExtractTextRequest attribute) (graphai.api.image.schemas.ExtractTextResponse attribute) (graphai.api.image.schemas.ExtractTextTaskResponse attribute) (graphai.api.image.schemas.ImageFingerprintRequest attribute) (graphai.api.image.schemas.ImageFingerprintResponse attribute) (graphai.api.image.schemas.ImageFingerprintTaskResponse attribute) (graphai.api.image.schemas.IndividualOCRResult attribute) (graphai.api.image.schemas.RetrieveImageURLRequest attribute) (graphai.api.image.schemas.RetrieveImageURLResponse attribute) (graphai.api.image.schemas.RetrieveImageURLResponseInner attribute) (graphai.api.image.schemas.UploadedFileOriginInfo attribute) (graphai.api.image.schemas.UploadImageRequest attribute) (graphai.api.ontology.schemas.BreakUpClusterRequest attribute) (graphai.api.ontology.schemas.BreakUpClustersClusterNumberResponse attribute) (graphai.api.ontology.schemas.BreakUpClustersResponse attribute) (graphai.api.ontology.schemas.CategoryDetailsResponse attribute) (graphai.api.ontology.schemas.CategoryInfoResponse attribute) (graphai.api.ontology.schemas.ClusterDetailsResponse attribute) (graphai.api.ontology.schemas.ConceptDetails attribute) (graphai.api.ontology.schemas.ConceptDetailsSingleResponse attribute) (graphai.api.ontology.schemas.EmbeddingEnabledNearestEntityResponse attribute) (graphai.api.ontology.schemas.GraphClusterNearestCategoryRequest attribute) (graphai.api.ontology.schemas.GraphClusterNearestCategoryResponse attribute) (graphai.api.ontology.schemas.GraphConceptNearestCategoryRequest attribute) (graphai.api.ontology.schemas.GraphConceptNearestCategoryResponse attribute) (graphai.api.ontology.schemas.GraphDistanceRequest attribute) (graphai.api.ontology.schemas.GraphDistanceResponse attribute) (graphai.api.ontology.schemas.GraphNearestCategoryRequest attribute) (graphai.api.ontology.schemas.GraphNearestConceptRequest attribute) (graphai.api.ontology.schemas.GraphNearestConceptResponse attribute) (graphai.api.ontology.schemas.NearestCategoryElement attribute) (graphai.api.ontology.schemas.NearestCategoryElementWithClusters attribute) (graphai.api.ontology.schemas.NearestClusterElement attribute) (graphai.api.ontology.schemas.OneConceptResponseElement attribute) (graphai.api.ontology.schemas.OpenalexCategoryNearestTopicsResponseElem attribute) (graphai.api.ontology.schemas.RecomputeClustersRequest attribute) (graphai.api.ontology.schemas.RecomputeClustersResponse attribute) (graphai.api.ontology.schemas.RecomputeClustersTaskResponse attribute) (graphai.api.ontology.schemas.TreeResponse attribute) (graphai.api.ontology.schemas.TreeResponseElem attribute) (graphai.api.retrieval.schemas.AnonymizeRequest attribute) (graphai.api.retrieval.schemas.AnonymizeResponse attribute) (graphai.api.retrieval.schemas.ChunkRequest attribute) (graphai.api.retrieval.schemas.ChunkResponse attribute) (graphai.api.retrieval.schemas.RetrievalIndexType attribute) (graphai.api.retrieval.schemas.RetrievalInfoResponse attribute) (graphai.api.retrieval.schemas.RetrievalRequest attribute) (graphai.api.retrieval.schemas.RetrievalResponse attribute) (graphai.api.scraping.schemas.ExtractContentRequest attribute) (graphai.api.scraping.schemas.ExtractContentResponse attribute) (graphai.api.scraping.schemas.ExtractContentTaskResponse attribute) (graphai.api.scraping.schemas.GetSublinksRequest attribute) (graphai.api.scraping.schemas.GetSublinksResponse attribute) (graphai.api.scraping.schemas.GetSublinksTaskResponse attribute) (graphai.api.text.schemas.GenerateLectureExerciseRequest attribute) (graphai.api.text.schemas.GenerateTextExerciseRequest attribute) (graphai.api.text.schemas.KeywordsRequest attribute) (graphai.api.text.schemas.WikifyFromKeywordsRequest attribute) (graphai.api.text.schemas.WikifyFromRawTextRequest attribute) (graphai.api.text.schemas.WikifyResponseElem attribute) (graphai.api.translation.schemas.TextDetectLanguageRequest attribute) (graphai.api.translation.schemas.TextDetectLanguageResponse attribute) (graphai.api.translation.schemas.TextDetectLanguageTaskResponse attribute) (graphai.api.translation.schemas.TextFingerprintResponse attribute) (graphai.api.translation.schemas.TextFingerprintTaskResponse attribute) (graphai.api.translation.schemas.TranslationRequest attribute) (graphai.api.translation.schemas.TranslationResponse attribute) (graphai.api.translation.schemas.TranslationTaskResponse attribute) (graphai.api.video.schemas.DetectSlidesRequest attribute) (graphai.api.video.schemas.DetectSlidesResponse attribute) (graphai.api.video.schemas.DetectSlidesTaskResponse attribute) (graphai.api.video.schemas.ExtractAudioRequest attribute) (graphai.api.video.schemas.ExtractAudioResponse attribute) (graphai.api.video.schemas.ExtractAudioTaskResponse attribute) (graphai.api.video.schemas.RetrieveURLRequest attribute) (graphai.api.video.schemas.RetrieveURLResponse attribute) (graphai.api.video.schemas.RetrieveURLResponseInner attribute) (graphai.api.video.schemas.SlideDetectionParams attribute) (graphai.api.video.schemas.SlideTokenAndTimeStamp attribute) (graphai.api.video.schemas.VideoFingerprintRequest attribute) (graphai.api.video.schemas.VideoFingerprintResponse attribute) (graphai.api.video.schemas.VideoFingerprintTaskResponse attribute) (graphai.api.video.schemas.VideoStreamInfo attribute) (graphai.api.video.schemas.VideoTokenStatus attribute) (graphai.api.voice.schemas.AudioDetectLanguageRequest attribute) (graphai.api.voice.schemas.AudioDetectLanguageResponse attribute) (graphai.api.voice.schemas.AudioDetectLanguageTaskResponse attribute) (graphai.api.voice.schemas.AudioFingerprintRequest attribute) (graphai.api.voice.schemas.AudioFingerprintResponse attribute) (graphai.api.voice.schemas.AudioFingerprintTaskResponse attribute) (graphai.api.voice.schemas.AudioTranscriptionRequest attribute) (graphai.api.voice.schemas.AudioTranscriptionResponse attribute) (graphai.api.voice.schemas.AudioTranscriptionTaskResponse attribute) model_loaded() (graphai.core.embedding.embedding.EmbeddingModels method) model_type (graphai.api.embedding.schemas.EmbeddingRequestBase attribute) (graphai.api.embedding.schemas.EmbeddingTaskResponse attribute) (graphai.api.image.schemas.ExtractTextRequest attribute) module graphai graphai.api graphai.api.auth graphai.api.auth.auth_utils graphai.api.auth.log graphai.api.auth.router graphai.api.common graphai.api.common.schemas graphai.api.common.utils graphai.api.embedding graphai.api.embedding.router graphai.api.embedding.schemas graphai.api.image graphai.api.image.router graphai.api.image.schemas graphai.api.main graphai.api.main.main graphai.api.ontology graphai.api.ontology.router graphai.api.ontology.schemas graphai.api.retrieval graphai.api.retrieval.router graphai.api.retrieval.schemas graphai.api.scraping graphai.api.scraping.router graphai.api.scraping.schemas graphai.api.text graphai.api.text.router graphai.api.text.schemas graphai.api.translation graphai.api.translation.router graphai.api.translation.schemas graphai.api.video graphai.api.video.router graphai.api.video.schemas graphai.api.voice graphai.api.voice.router graphai.api.voice.schemas graphai.celery graphai.celery.common graphai.celery.common.celery_config graphai.celery.common.celery_tools graphai.celery.common.jobs graphai.celery.common.log graphai.celery.common.tasks graphai.celery.embedding graphai.celery.embedding.jobs graphai.celery.embedding.tasks graphai.celery.image graphai.celery.image.jobs graphai.celery.image.tasks graphai.celery.ontology graphai.celery.ontology.jobs graphai.celery.ontology.tasks graphai.celery.retrieval graphai.celery.retrieval.jobs graphai.celery.retrieval.tasks graphai.celery.scraping graphai.celery.scraping.jobs graphai.celery.scraping.tasks graphai.celery.text graphai.celery.text.jobs graphai.celery.text.tasks graphai.celery.translation graphai.celery.translation.jobs graphai.celery.translation.tasks graphai.celery.video graphai.celery.video.jobs graphai.celery.video.tasks graphai.celery.voice graphai.celery.voice.jobs graphai.celery.voice.tasks graphai.core graphai.core.common graphai.core.common.caching graphai.core.common.common_utils graphai.core.common.config graphai.core.common.fingerprinting graphai.core.common.lookup graphai.core.common.multimedia_utils graphai.core.embedding graphai.core.embedding.embedding graphai.core.image graphai.core.image.image graphai.core.image.ocr graphai.core.ontology graphai.core.ontology.clustering graphai.core.ontology.data graphai.core.ontology.ontology graphai.core.ontology.openalex graphai.core.retrieval graphai.core.retrieval.anonymization graphai.core.retrieval.retrieval_settings graphai.core.retrieval.retrieval_utils graphai.core.scraping graphai.core.scraping.scraping graphai.core.text graphai.core.text.draw graphai.core.text.embeddings graphai.core.text.exercises graphai.core.text.graph graphai.core.text.keywords graphai.core.text.scores graphai.core.text.wikisearch graphai.core.translation graphai.core.translation.text_utils graphai.core.translation.translation graphai.core.utils graphai.core.utils.breadcrumb graphai.core.utils.progress_bar graphai.core.utils.text graphai.core.utils.text.clean graphai.core.utils.text.io graphai.core.utils.time graphai.core.utils.time.date graphai.core.utils.time.stopwatch graphai.core.video graphai.core.video.video graphai.core.video.video_utils graphai.core.voice graphai.core.voice.transcribe graphai.definitions graphai.pipelines graphai.pipelines.investment graphai.pipelines.investment.aggregate_recent_past graphai.pipelines.investment.check_unit graphai.pipelines.investment.compute_fundraisers_units graphai.pipelines.investment.compute_investors_units graphai.pipelines.investment.compute_investors_units_2 graphai.pipelines.investment.compute_jaccard_index graphai.pipelines.investment.concept_configuration graphai.pipelines.investment.create_investments_graph graphai.pipelines.investment.detect_fundraisers_concepts graphai.pipelines.investment.main graphai.pipelines.investment.parameters graphai.pipelines.investment.toy_example graphai.pipelines.validation graphai.pipelines.visualisation

multiplier (graphai.api.video.schemas.SlideDetectionParams attribute)

N

n_clusters (graphai.api.ontology.schemas.BreakUpClusterRequest attribute) (graphai.api.ontology.schemas.BreakUpClustersClusterNumberResponse attribute) (graphai.api.ontology.schemas.RecomputeClustersRequest attribute) n_results (graphai.api.retrieval.schemas.RetrievalResponse attribute) name (graphai.api.image.schemas.UploadedFileOriginInfo attribute) (graphai.api.ontology.schemas.CategoryInfoResponse attribute) (graphai.api.ontology.schemas.ConceptDetails attribute) (graphai.api.ontology.schemas.OneConceptResponseElement attribute) NearestCategoryElement (class in graphai.api.ontology.schemas) NearestCategoryElementWithClusters (class in graphai.api.ontology.schemas) NearestClusterElement (class in graphai.api.ontology.schemas) NLPModels (class in graphai.core.video.video_utils)

no_cache (graphai.api.embedding.schemas.EmbeddingRequest attribute) (graphai.api.image.schemas.ExtractTextRequest attribute) (graphai.api.image.schemas.RetrieveImageURLRequest attribute) (graphai.api.image.schemas.UploadImageRequest attribute) (graphai.api.translation.schemas.TranslationRequest attribute) norm() (in module graphai.pipelines.investment.concept_configuration) normalise() (in module graphai.pipelines.investment.concept_configuration) normalise_graph() (in module graphai.pipelines.investment.concept_configuration) normalize() (in module graphai.core.utils.text.clean) normalize_features() (in module graphai.core.ontology.clustering) normalize_index_name() (in module graphai.core.retrieval.retrieval_utils) normalize_scores() (in module graphai.pipelines.investment.aggregate_recent_past) now() (in module graphai.core.utils.time.date)

O

ocr_job() (in module graphai.celery.image.jobs) one_chunk_per_page (graphai.api.retrieval.schemas.ChunkRequest attribute) OneConceptResponseElement (class in graphai.api.ontology.schemas) ontology_global_score (graphai.api.text.schemas.WikifyResponseElem attribute) ontology_keywords_score (graphai.api.text.schemas.WikifyResponseElem attribute) ontology_local_score (graphai.api.text.schemas.WikifyResponseElem attribute) OntologyData (class in graphai.core.ontology) (class in graphai.core.ontology.data) openai_api_key (graphai.api.text.schemas.GenerateLectureExerciseRequest attribute) (graphai.api.text.schemas.GenerateTextExerciseRequest attribute) openai_api_token (graphai.api.image.schemas.ExtractTextRequest attribute)

OpenAIOCRModel (class in graphai.core.image.ocr) openalex_category_nearest_topics() (in module graphai.api.ontology.router) openalex_category_nearest_topics_job() (in module graphai.celery.ontology.jobs) openalex_topic_nearest_categories() (in module graphai.api.ontology.router) openalex_topic_nearest_categories_job() (in module graphai.celery.ontology.jobs) OpenalexCategoryNearestTopicsResponseElem (class in graphai.api.ontology.schemas) OpenalexTopicNearestCategoriesResponseElem (in module graphai.api.ontology.schemas) origin (graphai.api.image.schemas.UploadImageRequest attribute) origin_info (graphai.api.image.schemas.UploadImageRequest attribute) outdent() (graphai.core.utils.breadcrumb.Breadcrumb method) output_format (graphai.api.text.schemas.GenerateLectureExerciseRequest attribute) (graphai.api.text.schemas.GenerateTextExerciseRequest attribute)

P

parameters (graphai.api.video.schemas.DetectSlidesRequest attribute) parent (graphai.api.ontology.schemas.ClusterDetailsResponse attribute) parent_category (graphai.api.ontology.schemas.CategoryDetailsResponse attribute) (graphai.api.ontology.schemas.ConceptDetailsSingleResponse attribute) (graphai.api.ontology.schemas.GraphClusterNearestCategoryResponse attribute) (graphai.api.ontology.schemas.GraphConceptNearestCategoryResponse attribute) parent_cluster (graphai.api.ontology.schemas.ConceptDetailsSingleResponse attribute) parent_id (graphai.api.ontology.schemas.TreeResponseElem attribute) parse_mysql_datetime() (in module graphai.core.common.common_utils) parse_page_type() (in module graphai.core.scraping.scraping) path() (in module graphai.pipelines.investment.toy_example) pdf_in_pages (graphai.api.image.schemas.ExtractTextRequest attribute) perceptual_hash_audio() (in module graphai.core.common.fingerprinting) perceptual_hash_image() (in module graphai.core.common.fingerprinting) perceptual_hash_pdf() (in module graphai.core.common.fingerprinting) perceptual_hash_text() (in module graphai.core.common.fingerprinting) perform_constrained_agglomerative() (in module graphai.core.ontology.clustering)

perform_ocr() (graphai.core.image.ocr.AbstractOCRModel method) (graphai.core.image.ocr.GeminiOCRModel method) (graphai.core.image.ocr.GoogleOCRModel method) (graphai.core.image.ocr.OpenAIOCRModel method) (in module graphai.core.image.image) perform_PCA() (in module graphai.core.ontology.clustering) perform_probe() (in module graphai.core.common.multimedia_utils) perform_slow_audio_probe() (in module graphai.core.video.video_utils) perform_tesseract_ocr() (in module graphai.core.common.multimedia_utils) perform_tesseract_ocr_on_pdf() (in module graphai.core.image.ocr) playlist (graphai.api.video.schemas.RetrieveURLRequest attribute) pprint() (in module graphai.core.utils.text.io) precompute_clustering_metric() (in module graphai.core.ontology.clustering) pref (graphai.core.utils.text.io.Colors attribute) process_all_scraping_sublinks_parallel() (in module graphai.core.scraping.scraping) process_all_sublinks() (in module graphai.core.scraping.scraping) ProgressBar (class in graphai.core.utils.progress_bar)

R

rake_extract() (in module graphai.core.text.keywords) random() (in module graphai.pipelines.investment.toy_example) rank (graphai.api.ontology.schemas.NearestCategoryElement attribute) (graphai.api.ontology.schemas.NearestClusterElement attribute) raw_text (graphai.api.text.schemas.KeywordsRequest attribute) (graphai.api.text.schemas.WikifyFromRawTextRequest attribute) read_json() (in module graphai.core.utils.text.io) read_json_file() (in module graphai.core.common.common_utils) read_json_gz_file() (in module graphai.core.video.video_utils) read_text_file() (in module graphai.core.common.common_utils) read_txt_gz_file() (in module graphai.core.video.video_utils) read_users_me() (in module graphai.api.auth.router) reassign_outliers() (in module graphai.core.ontology.clustering) recalculate_cached (graphai.api.video.schemas.DetectSlidesRequest attribute) (graphai.api.video.schemas.ExtractAudioRequest attribute) recompute_clusters() (in module graphai.api.ontology.router) (in module graphai.core.ontology) (in module graphai.core.ontology.ontology) recompute_clusters_job() (in module graphai.celery.ontology.jobs) recompute_clusters_status() (in module graphai.api.ontology.router) RecomputeClustersRequest (class in graphai.api.ontology.schemas) RecomputeClustersResponse (class in graphai.api.ontology.schemas) RecomputeClustersTaskResponse (class in graphai.api.ontology.schemas) reconstruct_data_dict() (in module graphai.core.scraping.scraping) redirect_docs() (in module graphai.api.main.main) reextract_cached_audio() (in module graphai.core.video.video) reextract_cached_slides() (in module graphai.core.video.video) remove_headers (graphai.api.scraping.schemas.ExtractContentRequest attribute) remove_headers() (in module graphai.core.scraping.scraping) remove_invalid_pairs() (in module graphai.core.ontology.data) remove_junk_scraping_parallel() (in module graphai.core.scraping.scraping) remove_long_patterns (graphai.api.scraping.schemas.ExtractContentRequest attribute) remove_long_patterns() (in module graphai.core.scraping.scraping) report() (graphai.core.utils.breadcrumb.Breadcrumb method) (graphai.core.utils.time.stopwatch.Stopwatch method) rescale() (in module graphai.core.utils.time.date) rescale_scores() (in module graphai.pipelines.investment.aggregate_recent_past) reset (graphai.core.utils.text.io.Colors attribute) reset() (graphai.core.utils.progress_bar.ProgressBar method) (graphai.core.utils.time.stopwatch.Stopwatch method) resolution (graphai.api.video.schemas.VideoStreamInfo attribute) result (graphai.api.embedding.schemas.EmbeddingTaskResponse attribute) (graphai.api.image.schemas.ExtractTextTaskResponse attribute) (graphai.api.image.schemas.ImageFingerprintTaskResponse attribute) (graphai.api.retrieval.schemas.AnonymizeResponse attribute) (graphai.api.retrieval.schemas.RetrievalResponse attribute) (graphai.api.translation.schemas.TextFingerprintTaskResponse attribute) (graphai.api.translation.schemas.TranslationTaskResponse attribute) (graphai.api.video.schemas.VideoFingerprintTaskResponse attribute) (graphai.api.voice.schemas.AudioFingerprintTaskResponse attribute)

results (graphai.api.ontology.schemas.BreakUpClustersResponse attribute) (graphai.api.ontology.schemas.RecomputeClustersTaskResponse attribute) RetrievalIndexType (class in graphai.api.retrieval.schemas) RetrievalInfoResponse (class in graphai.api.retrieval.schemas) RetrievalRequest (class in graphai.api.retrieval.schemas) RetrievalResponse (class in graphai.api.retrieval.schemas) retrieve_audio_fingerprint_callback() (in module graphai.core.video.video) retrieve_endpoint_info() (in module graphai.api.retrieval.router) retrieve_file() (in module graphai.api.video.router) retrieve_file_from_any_source() (in module graphai.core.video.video_utils) retrieve_file_from_kaltura() (in module graphai.core.video.video_utils) retrieve_file_from_url() (in module graphai.core.video.video) retrieve_file_from_url_callback() (in module graphai.core.video.video) retrieve_file_from_youtube() (in module graphai.core.video.video_utils) retrieve_fingerprint_callback() (in module graphai.core.common.lookup) retrieve_from_es() (in module graphai.core.retrieval.retrieval_utils) retrieve_from_es_index() (in module graphai.api.retrieval.router) retrieve_from_es_job() (in module graphai.celery.retrieval.jobs) retrieve_generic_file_from_generic_url() (in module graphai.core.common.common_utils) retrieve_image_file() (in module graphai.api.image.router) retrieve_image_file_from_url() (in module graphai.core.image.image) retrieve_image_file_from_url_callback() (in module graphai.core.image.image) retrieve_image_from_url_job() (in module graphai.celery.image.jobs) retrieve_slide_fingerprint_callback() (in module graphai.core.video.video) retrieve_url_job() (in module graphai.celery.video.jobs) retrieve_video_file_from_generic_url() (in module graphai.core.video.video_utils) retrieve_video_fingerprint_callback() (in module graphai.core.video.video) RetrieveImageURLRequest (class in graphai.api.image.schemas) RetrieveImageURLResponse (class in graphai.api.image.schemas) RetrieveImageURLResponseInner (class in graphai.api.image.schemas) RetrieveURLRequest (class in graphai.api.video.schemas) RetrieveURLResponse (class in graphai.api.video.schemas) RetrieveURLResponseInner (class in graphai.api.video.schemas) return_chosen_indices() (in module graphai.core.ontology.data) return_clusters (graphai.api.ontology.schemas.GraphConceptNearestCategoryRequest attribute) return_scores (graphai.api.retrieval.schemas.RetrievalRequest attribute) route_task() (in module graphai.celery.common.celery_config)

S

sample_rate (graphai.api.video.schemas.VideoStreamInfo attribute) save_json() (in module graphai.core.utils.text.io) scopes (graphai.api.auth.auth_utils.TokenData attribute) (graphai.api.auth.auth_utils.User attribute) score (graphai.api.ontology.schemas.NearestCategoryElement attribute) (graphai.api.ontology.schemas.NearestClusterElement attribute) (graphai.api.ontology.schemas.OpenalexCategoryNearestTopicsResponseElem attribute) scores (graphai.api.ontology.schemas.GraphClusterNearestCategoryResponse attribute) (graphai.api.ontology.schemas.GraphConceptNearestCategoryResponse attribute) (graphai.api.ontology.schemas.GraphNearestConceptResponse attribute) scraping_sublinks_callback() (in module graphai.core.scraping.scraping) ScrapingDBCachingManager (class in graphai.core.common.caching) search_elasticsearch() (in module graphai.core.text.wikisearch) search_es_index() (in module graphai.core.retrieval.retrieval_utils) search_score (graphai.api.text.schemas.WikifyResponseElem attribute) search_wikipedia_api() (in module graphai.core.text.wikisearch) set_tokenizer() (graphai.core.embedding.embedding.EmbeddingModels method) shift_to_max_correlation() (in module graphai.core.scraping.scraping) show_matchmaking_chart_view() (in module graphai.pipelines.investment.check_unit) show_matchmaking_list_view() (in module graphai.pipelines.investment.check_unit) show_trends() (in module graphai.pipelines.investment.check_unit) sim (graphai.api.ontology.schemas.GraphDistanceResponse attribute) skip_segmentation (graphai.api.translation.schemas.TranslationRequest attribute) slide_tokens (graphai.api.video.schemas.DetectSlidesTaskResponse attribute) SlideDBCachingManager (class in graphai.core.common.caching) SlideDetectionParams (class in graphai.api.video.schemas) SlideTokenAndTimeStamp (class in graphai.api.video.schemas) source (graphai.api.translation.schemas.TranslationRequest attribute) spec_embed_on_laplacian() (in module graphai.core.ontology.clustering) split (graphai.api.retrieval.schemas.ChunkResponse attribute) src (graphai.api.ontology.schemas.GraphClusterNearestCategoryRequest attribute) (graphai.api.ontology.schemas.GraphConceptNearestCategoryRequest attribute) (graphai.api.ontology.schemas.GraphDistanceRequest attribute) (graphai.api.ontology.schemas.GraphNearestConceptRequest attribute)

src_type (graphai.api.ontology.schemas.GraphDistanceRequest attribute) status_msg (graphai.api.scraping.schemas.GetSublinksTaskResponse attribute) Stopwatch (class in graphai.core.utils.time.stopwatch) streams (graphai.api.video.schemas.VideoTokenStatus attribute) strict (graphai.api.voice.schemas.AudioTranscriptionRequest attribute) string_circular_shift() (in module graphai.core.scraping.scraping) strtobool() (in module graphai.core.common.common_utils) sublink_lookup_job() (in module graphai.celery.scraping.jobs) sublink_parallel_processing_merge_callback() (in module graphai.core.scraping.scraping) sublinks (graphai.api.scraping.schemas.GetSublinksTaskResponse attribute) subtitle_results (graphai.api.voice.schemas.AudioTranscriptionTaskResponse attribute) successful (graphai.api.embedding.schemas.EmbeddingTaskResponse attribute) (graphai.api.image.schemas.DetectOCRLanguageTaskResponse attribute) (graphai.api.image.schemas.ExtractTextTaskResponse attribute) (graphai.api.image.schemas.ImageFingerprintTaskResponse attribute) (graphai.api.image.schemas.RetrieveImageURLResponseInner attribute) (graphai.api.ontology.schemas.RecomputeClustersTaskResponse attribute) (graphai.api.retrieval.schemas.AnonymizeResponse attribute) (graphai.api.retrieval.schemas.RetrievalResponse attribute) (graphai.api.scraping.schemas.GetSublinksTaskResponse attribute) (graphai.api.translation.schemas.TextDetectLanguageTaskResponse attribute) (graphai.api.translation.schemas.TextFingerprintTaskResponse attribute) (graphai.api.translation.schemas.TranslationTaskResponse attribute) (graphai.api.video.schemas.DetectSlidesTaskResponse attribute) (graphai.api.video.schemas.ExtractAudioTaskResponse attribute) (graphai.api.video.schemas.RetrieveURLResponseInner attribute) (graphai.api.video.schemas.VideoFingerprintTaskResponse attribute) (graphai.api.voice.schemas.AudioFingerprintTaskResponse attribute) sum_laplacians() (in module graphai.core.ontology.clustering)

T

target (graphai.api.translation.schemas.TranslationRequest attribute) task_id (graphai.api.common.schemas.TaskIDResponse attribute) (graphai.api.common.schemas.TaskStatusResponse attribute) task_name (graphai.api.common.schemas.TaskStatusResponse attribute) task_result (graphai.api.common.schemas.TaskStatusResponse attribute) (graphai.api.embedding.schemas.EmbeddingResponse attribute) (graphai.api.image.schemas.DetectOCRLanguageResponse attribute) (graphai.api.image.schemas.ExtractTextResponse attribute) (graphai.api.image.schemas.ImageFingerprintResponse attribute) (graphai.api.image.schemas.RetrieveImageURLResponse attribute) (graphai.api.ontology.schemas.RecomputeClustersResponse attribute) (graphai.api.scraping.schemas.ExtractContentResponse attribute) (graphai.api.scraping.schemas.GetSublinksResponse attribute) (graphai.api.translation.schemas.TextDetectLanguageResponse attribute) (graphai.api.translation.schemas.TextFingerprintResponse attribute) (graphai.api.translation.schemas.TranslationResponse attribute) (graphai.api.video.schemas.DetectSlidesResponse attribute) (graphai.api.video.schemas.ExtractAudioResponse attribute) (graphai.api.video.schemas.RetrieveURLResponse attribute) (graphai.api.video.schemas.VideoFingerprintResponse attribute) (graphai.api.voice.schemas.AudioDetectLanguageResponse attribute) (graphai.api.voice.schemas.AudioFingerprintResponse attribute) (graphai.api.voice.schemas.AudioTranscriptionResponse attribute) task_status (graphai.api.common.schemas.TaskStatusResponse attribute) TaskIDResponse (class in graphai.api.common.schemas) TaskStatusResponse (class in graphai.api.common.schemas) tesseract_ocr_or_get_cached() (in module graphai.core.video.video_utils) text (graphai.api.embedding.schemas.EmbeddingFingerprintRequest attribute) (graphai.api.embedding.schemas.EmbeddingRequest attribute) (graphai.api.image.schemas.IndividualOCRResult attribute) (graphai.api.retrieval.schemas.AnonymizeRequest attribute) (graphai.api.retrieval.schemas.ChunkRequest attribute) (graphai.api.retrieval.schemas.RetrievalRequest attribute) (graphai.api.text.schemas.GenerateTextExerciseRequest attribute) (graphai.api.translation.schemas.TextDetectLanguageRequest attribute) (graphai.api.translation.schemas.TranslationRequest attribute) text_detect_language() (in module graphai.api.translation.router) text_detect_language_status() (in module graphai.api.translation.router) text_too_large (graphai.api.embedding.schemas.EmbeddingTaskResponse attribute) (graphai.api.translation.schemas.TranslationTaskResponse attribute) TextDBCachingManager (class in graphai.core.common.caching) TextDetectLanguageRequest (class in graphai.api.translation.schemas) TextDetectLanguageResponse (class in graphai.api.translation.schemas) TextDetectLanguageTaskResponse (class in graphai.api.translation.schemas) TextFingerprintResponse (class in graphai.api.translation.schemas) TextFingerprintTaskResponse (class in graphai.api.translation.schemas) tgt (graphai.api.ontology.schemas.GraphDistanceRequest attribute) tgt_type (graphai.api.ontology.schemas.GraphDistanceRequest attribute) tick() (graphai.core.utils.time.stopwatch.Stopwatch method) timestamp (graphai.api.video.schemas.SlideTokenAndTimeStamp attribute) to_ndarray_and_flatten() (in module graphai.core.ontology.data) Token (class in graphai.api.auth.auth_utils)

token (graphai.api.common.schemas.FileRequest attribute) (graphai.api.image.schemas.ExtractTextRequest attribute) (graphai.api.image.schemas.ImageFingerprintRequest attribute) (graphai.api.image.schemas.RetrieveImageURLResponseInner attribute) (graphai.api.scraping.schemas.GetSublinksTaskResponse attribute) (graphai.api.video.schemas.DetectSlidesRequest attribute) (graphai.api.video.schemas.ExtractAudioRequest attribute) (graphai.api.video.schemas.ExtractAudioTaskResponse attribute) (graphai.api.video.schemas.RetrieveURLResponseInner attribute) (graphai.api.video.schemas.SlideTokenAndTimeStamp attribute) (graphai.api.video.schemas.VideoFingerprintRequest attribute) (graphai.api.voice.schemas.AudioDetectLanguageRequest attribute) (graphai.api.voice.schemas.AudioFingerprintRequest attribute) (graphai.api.voice.schemas.AudioTranscriptionRequest attribute) token_based_embedding_lookup() (in module graphai.core.embedding.embedding) token_based_text_lookup() (in module graphai.core.common.lookup) token_size (graphai.api.image.schemas.RetrieveImageURLResponseInner attribute) (graphai.api.video.schemas.RetrieveURLResponseInner attribute) token_status (graphai.api.image.schemas.RetrieveImageURLResponseInner attribute) (graphai.api.video.schemas.ExtractAudioTaskResponse attribute) (graphai.api.video.schemas.RetrieveURLResponseInner attribute) (graphai.api.video.schemas.SlideTokenAndTimeStamp attribute) token_type (graphai.api.auth.auth_utils.Token attribute) TokenData (class in graphai.api.auth.auth_utils) TokenStatus (class in graphai.api.common.schemas) top_down_search (graphai.api.ontology.schemas.GraphNearestCategoryRequest attribute) top_n (graphai.api.ontology.schemas.GraphNearestCategoryRequest attribute) (graphai.api.ontology.schemas.GraphNearestConceptRequest attribute) topic_id (graphai.api.ontology.schemas.OpenalexCategoryNearestTopicsResponseElem attribute) topic_name (graphai.api.ontology.schemas.OpenalexCategoryNearestTopicsResponseElem attribute) total() (graphai.core.utils.time.stopwatch.Stopwatch method) transcribe() (in module graphai.api.voice.router) transcribe_audio_to_text() (in module graphai.core.voice.transcribe) transcribe_audio_whisper() (graphai.core.voice.transcribe.WhisperTranscriptionModel method) transcribe_callback() (in module graphai.core.voice.transcribe) transcribe_job() (in module graphai.celery.voice.jobs) transcribe_status() (in module graphai.api.voice.router) transcript_results (graphai.api.voice.schemas.AudioTranscriptionTaskResponse attribute) translate() (graphai.core.translation.text_utils.TranslationModels method) (in module graphai.api.translation.router) translate_status() (in module graphai.api.translation.router) translate_text() (in module graphai.core.translation.translation) translate_text_callback() (in module graphai.core.translation.translation) translate_text_return_list_callback() (in module graphai.core.translation.translation) translation_job() (in module graphai.celery.translation.jobs) TranslationModels (class in graphai.core.translation.text_utils) TranslationRequest (class in graphai.api.translation.schemas) TranslationResponse (class in graphai.api.translation.schemas) TranslationTaskResponse (class in graphai.api.translation.schemas) tree() (in module graphai.api.ontology.router) tree_job() (in module graphai.celery.ontology.jobs) TreeResponse (class in graphai.api.ontology.schemas) TreeResponseElem (class in graphai.api.ontology.schemas)

U

unload_model() (graphai.core.embedding.embedding.EmbeddingModels method) (graphai.core.translation.text_utils.TranslationModels method) (graphai.core.voice.transcribe.WhisperTranscriptionModel method) update() (graphai.core.utils.progress_bar.ProgressBar method) upload_image_file() (in module graphai.api.image.router) upload_image_from_file() (in module graphai.core.image.image) upload_image_from_file_job() (in module graphai.celery.image.jobs) UploadedFileOriginInfo (class in graphai.api.image.schemas) UploadImageRequest (class in graphai.api.image.schemas)

url (graphai.api.image.schemas.RetrieveImageURLRequest attribute) (graphai.api.scraping.schemas.GetSublinksRequest attribute) (graphai.api.video.schemas.RetrieveURLRequest attribute) use_embeddings (graphai.api.ontology.schemas.GraphNearestCategoryRequest attribute) (graphai.api.ontology.schemas.GraphNearestConceptRequest attribute) User (class in graphai.api.auth.auth_utils) UserInDB (class in graphai.api.auth.auth_utils) username (graphai.api.auth.auth_utils.TokenData attribute) (graphai.api.auth.auth_utils.User attribute)

V

valid (graphai.api.ontology.schemas.GraphConceptNearestCategoryResponse attribute) validated_url (graphai.api.scraping.schemas.GetSublinksTaskResponse attribute) values() (graphai.core.text.embeddings.ConceptEmbeddings method) variance_ratio_eval() (in module graphai.core.ontology.clustering) verify_password() (in module graphai.api.auth.auth_utils) video_id_and_duration_fp_lookup() (in module graphai.core.video.video)

VideoConfig (class in graphai.core.common.caching) VideoDBCachingManager (class in graphai.core.common.caching) VideoFingerprintRequest (class in graphai.api.video.schemas) VideoFingerprintResponse (class in graphai.api.video.schemas) VideoFingerprintTaskResponse (class in graphai.api.video.schemas) VideoStreamInfo (class in graphai.api.video.schemas) VideoTokenStatus (class in graphai.api.video.schemas)

W

wait_for_ocr_results() (graphai.core.image.ocr.GoogleOCRModel method) WhisperTranscriptionModel (class in graphai.core.voice.transcribe) wikify() (in module graphai.api.text.router) wikify_graph_svg() (in module graphai.api.text.router) (in module graphai.celery.text.jobs) wikify_keywords() (in module graphai.celery.text.jobs) wikify_ontology_svg() (in module graphai.api.text.router) (in module graphai.celery.text.jobs) wikify_text() (in module graphai.celery.text.jobs) WikifyFromKeywordsRequest (class in graphai.api.text.schemas)

WikifyFromRawTextRequest (class in graphai.api.text.schemas) WikifyResponseElem (class in graphai.api.text.schemas) wikipedia_score (graphai.api.ontology.schemas.OpenalexCategoryNearestTopicsResponseElem attribute) wikisearch() (in module graphai.core.text) (in module graphai.core.text.wikisearch) word_tokens() (in module graphai.core.text.keywords) write_binary_file_to_token() (in module graphai.core.common.caching) write_json_file() (in module graphai.core.common.common_utils) write_text_file() (in module graphai.core.common.common_utils) write_txt_gz_file() (in module graphai.core.video.video_utils)