Index

A

AbstractExecutor (class in nemo_retriever.graph) (class in nemo_retriever.graph.executor) AbstractOperator (class in nemo_retriever.graph) (class in nemo_retriever.graph.abstract_operator) add_chain() (nemo_retriever.graph.Graph method) (nemo_retriever.graph.pipeline_graph.Graph method) add_child() (nemo_retriever.graph.Node method) (nemo_retriever.graph.pipeline_graph.Node method)

add_root() (nemo_retriever.graph.Graph method) (nemo_retriever.graph.pipeline_graph.Graph method) ArchetypeOperator (class in nemo_retriever.graph) (class in nemo_retriever.graph.operator_archetype) assign_boxes() (in module nemo_retriever.utils.table_and_chart) available_cpu_count() (nemo_retriever.utils.ray_resource_hueristics.ClusterResources method) available_gpu_count() (nemo_retriever.utils.ray_resource_hueristics.ClusterResources method) available_resources (nemo_retriever.utils.ray_resource_hueristics.ClusterResources attribute)

B

BaseModel (class in nemo_retriever.model.model) bbox_xyxy_norm (nemo_retriever.vdb.records.RetrievalHit attribute) BEIREvaluatorActor (class in nemo_retriever.graph.beir_eval) build() (nemo_retriever.graph.graph_pipeline_registry.GraphBlueprint method) (nemo_retriever.graph.graph_pipeline_registry.GraphPipelineRegistry method) (nemo_retriever.graph.GraphPipelineRegistry method)

build_dataset() (nemo_retriever.graph.executor.RayDataExecutor method) (nemo_retriever.graph.RayDataExecutor method) build_markdown() (in module nemo_retriever.utils.table_and_chart) build_with_overrides() (nemo_retriever.graph.graph_pipeline_registry.GraphPipelineRegistry method) (nemo_retriever.graph.GraphPipelineRegistry method)

C

caption_gpus_per_actor (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) children_a_only (nemo_retriever.graph.graph_pipeline_registry.NodeDiff attribute) children_b_only (nemo_retriever.graph.graph_pipeline_registry.NodeDiff attribute) choices (nemo_retriever.graph.designer.Param attribute) class_a (nemo_retriever.graph.graph_pipeline_registry.NodeDiff attribute) class_b (nemo_retriever.graph.graph_pipeline_registry.NodeDiff attribute) class_changed (nemo_retriever.graph.graph_pipeline_registry.NodeDiff attribute) clone_graph() (in module nemo_retriever.graph.graph_pipeline_registry) collect_detection_summary_from_df() (in module nemo_retriever.utils.detection_summary) collect_detection_summary_from_lancedb() (in module nemo_retriever.utils.detection_summary) collect_hf_runtime_env() (in module nemo_retriever.utils.hf_cache) collect_nodes() (in module nemo_retriever.graph.graph_pipeline_registry) collect_remote_auth_runtime_env() (in module nemo_retriever.utils.remote_auth) compute_detection_summary() (in module nemo_retriever.utils.detection_summary)

configure_global_hf_cache_base() (in module nemo_retriever.utils.hf_cache) content_type (nemo_retriever.vdb.records.RetrievalHit attribute) convert_batch_to_pdf() (in module nemo_retriever.utils.convert.to_pdf) convert_to_pdf_bytes() (in module nemo_retriever.utils.convert) (in module nemo_retriever.utils.convert.to_pdf) cpu_count (nemo_retriever.utils.ray_resource_hueristics.Resources attribute) cpu_variant_class() (nemo_retriever.graph.ArchetypeOperator class method) (nemo_retriever.graph.operator_archetype.ArchetypeOperator class method) CPUOperator (class in nemo_retriever.graph) (class in nemo_retriever.graph.cpu_operator) create_index() (nemo_retriever.vdb.adt_vdb.VDB method) create_local_embedder() (in module nemo_retriever.model) create_local_query_embedder() (in module nemo_retriever.model) create_local_reranker() (in module nemo_retriever.model) created_at (nemo_retriever.graph.graph_pipeline_registry.GraphBlueprint attribute)

D

description (nemo_retriever.graph.designer.Param attribute) (nemo_retriever.graph.graph_pipeline_registry.GraphBlueprint attribute) deserialize_graph() (in module nemo_retriever.graph.graph_pipeline_registry) designer_component() (in module nemo_retriever.graph.designer) diff() (nemo_retriever.graph.graph_pipeline_registry.GraphPipelineRegistry method) (nemo_retriever.graph.GraphPipelineRegistry method)

diff_graphs() (in module nemo_retriever.graph.graph_pipeline_registry) display_markdown() (in module nemo_retriever.utils.table_and_chart) DocToPdfConversionActor (class in nemo_retriever.utils.convert) (class in nemo_retriever.utils.convert.to_pdf) DocToPdfConversionCPUActor (class in nemo_retriever.utils.convert.to_pdf) driver_version (nemo_retriever.utils.ray_resource_hueristics.GpuInfo attribute)

E

embed_batch_size (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) embed_gpus_per_actor (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) embed_initial_actors (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) embed_max_actors (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute)

embed_min_actors (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) evaluate() (nemo_retriever.graph.beir_eval.BEIREvaluatorActor method) execute() (nemo_retriever.graph.Graph method) (nemo_retriever.graph.pipeline_graph.Graph method) expand_input_file_patterns() (in module nemo_retriever.utils.input_files)

F

FileListLoaderOperator (class in nemo_retriever.graph) (class in nemo_retriever.graph.file_loader_operator) filter_retrieval_kwargs() (in module nemo_retriever.retriever_graph_utils) find_node() (in module nemo_retriever.graph.graph_pipeline_registry) find_nodes() (in module nemo_retriever.graph.graph_pipeline_registry)

format() (nemo_retriever.graph.graph_pipeline_registry.GraphDiff method) format_full_report() (in module nemo_retriever.graph.graph_pipeline_registry) format_graph_summary() (in module nemo_retriever.graph.graph_pipeline_registry) format_graph_tree() (in module nemo_retriever.graph.graph_pipeline_registry) format_node_details() (in module nemo_retriever.graph.graph_pipeline_registry) free_mib (nemo_retriever.utils.ray_resource_hueristics.GpuInfo attribute)

G

gather_cluster_resources() (in module nemo_retriever.utils.ray_resource_hueristics) gather_local_resources() (in module nemo_retriever.utils.ray_resource_hueristics) get_blueprint() (nemo_retriever.graph.graph_pipeline_registry.GraphPipelineRegistry method) (nemo_retriever.graph.GraphPipelineRegistry method) get_constructor_kwargs() (nemo_retriever.graph.abstract_operator.AbstractOperator method) (nemo_retriever.graph.AbstractOperator method) get_embed_batch_size() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_embed_gpus_per_actor() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_embed_initial_actors() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_embed_max_actors() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_embed_min_actors() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_gpu_memory_info_remote() (in module nemo_retriever.utils.ray_resource_hueristics) get_graph_info() (nemo_retriever.graph.graph_pipeline_registry.GraphPipelineRegistry method) (nemo_retriever.graph.GraphPipelineRegistry method) get_graphic_elements_batch_size() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_graphic_elements_gpus_per_actor() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_graphic_elements_initial_actors() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_graphic_elements_max_actors() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_graphic_elements_min_actors() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_hf_revision() (in module nemo_retriever.utils.hf_model_registry) get_nemotron_parse_batch_size() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_nemotron_parse_gpus_per_actor() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_nemotron_parse_initial_actors() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_nemotron_parse_max_actors() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_nemotron_parse_min_actors() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_node_kwargs() (in module nemo_retriever.graph.graph_pipeline_registry) get_ocr_batch_size() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_ocr_gpus_per_actor() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_ocr_initial_actors() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_ocr_max_actors() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_ocr_min_actors() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_page_elements_batch_size() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_page_elements_gpus_per_actor() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method)

get_page_elements_initial_actors() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_page_elements_max_actors() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_page_elements_min_actors() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_pdf_extract_batch_size() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_pdf_extract_cpus_per_task() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_pdf_extract_tasks() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_registry() (in module nemo_retriever.graph.designer) get_table_structure_batch_size() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_table_structure_gpus_per_actor() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_table_structure_initial_actors() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_table_structure_max_actors() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_table_structure_min_actors() (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan method) get_vdb_op_cls() (in module nemo_retriever.vdb.factory) gpu_brand (nemo_retriever.utils.ray_resource_hueristics.GpuInfo attribute) gpu_count (nemo_retriever.utils.ray_resource_hueristics.Resources attribute) gpu_name (nemo_retriever.utils.ray_resource_hueristics.GpuInfo attribute) gpu_uuid (nemo_retriever.utils.ray_resource_hueristics.GpuInfo attribute) gpu_variant_class() (nemo_retriever.graph.ArchetypeOperator class method) (nemo_retriever.graph.operator_archetype.ArchetypeOperator class method) GPUOperator (class in nemo_retriever.graph) (class in nemo_retriever.graph.gpu_operator) gpus (nemo_retriever.utils.ray_resource_hueristics.NodeGpuInfo attribute) Graph (class in nemo_retriever.graph) (class in nemo_retriever.graph.pipeline_graph) graph_factory (nemo_retriever.graph.graph_pipeline_registry.GraphBlueprint attribute) GraphBlueprint (class in nemo_retriever.graph.graph_pipeline_registry) GraphDiff (class in nemo_retriever.graph.graph_pipeline_registry) graphic_elements_batch_size (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) graphic_elements_gpus_per_actor (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) graphic_elements_initial_actors (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) graphic_elements_max_actors (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) graphic_elements_min_actors (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) GraphPipelineRegistry (class in nemo_retriever.graph) (class in nemo_retriever.graph.graph_pipeline_registry)

H

hf_hub_download() (in module nemo_retriever.utils.hf_model_registry) hf_hub_download_with_pinned_revision() (in module nemo_retriever.utils.hf_model_registry)

hidden (nemo_retriever.graph.designer.Param attribute) hits_lists_to_rerank_dataframe() (in module nemo_retriever.retriever_graph_utils) HuggingFaceModel (class in nemo_retriever.model.model)

I

identical (nemo_retriever.graph.graph_pipeline_registry.GraphDiff attribute) info() (nemo_retriever.graph.graph_pipeline_registry.GraphBlueprint method) ingest() (nemo_retriever.graph.AbstractExecutor method) (nemo_retriever.graph.executor.AbstractExecutor method) (nemo_retriever.graph.executor.InprocessExecutor method) (nemo_retriever.graph.executor.RayDataExecutor method) (nemo_retriever.graph.InprocessExecutor method) (nemo_retriever.graph.RayDataExecutor method) InprocessExecutor (class in nemo_retriever.graph) (class in nemo_retriever.graph.executor) input (nemo_retriever.model.local.nemotron_rerank_v2.NemotronRerankV2 property) (nemo_retriever.model.local.nemotron_rerank_vl_v2.NemotronRerankVLV2VLLM property) (nemo_retriever.model.local.nemotron_rerank_vl_v2_hf.NemotronRerankVLV2 property) (nemo_retriever.model.model.BaseModel property)

input_batch_size (nemo_retriever.model.local.nemotron_rerank_v2.NemotronRerankV2 property) (nemo_retriever.model.local.nemotron_rerank_vl_v2.NemotronRerankVLV2VLLM property) (nemo_retriever.model.local.nemotron_rerank_vl_v2_hf.NemotronRerankVLV2 property) (nemo_retriever.model.model.BaseModel property) input_shape (nemo_retriever.model.model.HuggingFaceModel property) input_type_for_path() (in module nemo_retriever.utils.input_files) install_pinned_hf_hub_download() (in module nemo_retriever.utils.hf_model_registry) is_vl_embed_model() (in module nemo_retriever.model) is_vl_rerank_model() (in module nemo_retriever.model) iter_dataframe_rows() (in module nemo_retriever.utils.detection_summary)

J

join_graphic_elements_and_ocr_output() (in module nemo_retriever.utils.table_and_chart)

join_table_structure_and_ocr_output() (in module nemo_retriever.utils.table_and_chart)

K

kwargs_added (nemo_retriever.graph.graph_pipeline_registry.NodeDiff attribute)

kwargs_changed (nemo_retriever.graph.graph_pipeline_registry.NodeDiff attribute) kwargs_removed (nemo_retriever.graph.graph_pipeline_registry.NodeDiff attribute)

L

label (nemo_retriever.graph.designer.Param attribute) LanceDBWriteOperator (class in nemo_retriever.graph.lancedb_write_operator) leaf_nodes() (in module nemo_retriever.graph.graph_pipeline_registry) list_all_kwargs() (in module nemo_retriever.graph.graph_pipeline_registry) list_blueprints() (nemo_retriever.graph.graph_pipeline_registry.GraphPipelineRegistry method) (nemo_retriever.graph.GraphPipelineRegistry method)

list_names() (nemo_retriever.graph.graph_pipeline_registry.GraphPipelineRegistry method) (nemo_retriever.graph.GraphPipelineRegistry method) load_all() (nemo_retriever.graph.graph_pipeline_registry.GraphPipelineRegistry method) (nemo_retriever.graph.GraphPipelineRegistry method) load_graph() (in module nemo_retriever.graph.graph_pipeline_registry) (nemo_retriever.graph.graph_pipeline_registry.GraphPipelineRegistry method) (nemo_retriever.graph.GraphPipelineRegistry method)

M

match_bboxes() (in module nemo_retriever.utils.table_and_chart) max_depth() (in module nemo_retriever.graph.graph_pipeline_registry) max_val (nemo_retriever.graph.designer.Param attribute) merge_text_in_cell() (in module nemo_retriever.utils.table_and_chart) metadata (nemo_retriever.vdb.records.RetrievalHit attribute) min_val (nemo_retriever.graph.designer.Param attribute) model (nemo_retriever.model.model.HuggingFaceModel property) model_dir (nemo_retriever.model.model.HuggingFaceModel property) (nemo_retriever.model.model.NvidiaNIMModel property) model_name (nemo_retriever.model.local.nemotron_rerank_v2.NemotronRerankV2 property) (nemo_retriever.model.local.nemotron_rerank_vl_v2.NemotronRerankVLV2VLLM property) (nemo_retriever.model.local.nemotron_rerank_vl_v2_hf.NemotronRerankVLV2 property) (nemo_retriever.model.model.BaseModel property) model_runmode (nemo_retriever.model.local.nemotron_rerank_v2.NemotronRerankV2 property) (nemo_retriever.model.local.nemotron_rerank_vl_v2.NemotronRerankVLV2VLLM property) (nemo_retriever.model.local.nemotron_rerank_vl_v2_hf.NemotronRerankVLV2 property) (nemo_retriever.model.model.BaseModel property) model_type (nemo_retriever.model.local.nemotron_rerank_v2.NemotronRerankV2 property) (nemo_retriever.model.local.nemotron_rerank_vl_v2.NemotronRerankVLV2VLLM property) (nemo_retriever.model.local.nemotron_rerank_vl_v2_hf.NemotronRerankVLV2 property) (nemo_retriever.model.model.BaseModel property) module nemo_retriever.graph nemo_retriever.graph.abstract_operator nemo_retriever.graph.beir_eval nemo_retriever.graph.cpu_operator nemo_retriever.graph.custom_operator nemo_retriever.graph.designer nemo_retriever.graph.executor nemo_retriever.graph.file_loader_operator nemo_retriever.graph.gpu_operator nemo_retriever.graph.graph_pipeline_registry nemo_retriever.graph.lancedb_write_operator nemo_retriever.graph.operator_archetype nemo_retriever.graph.operator_resolution nemo_retriever.graph.pipeline_graph nemo_retriever.graph.rrf_aggregator_operator nemo_retriever.graph.store_operator nemo_retriever.graph.tabular_fetch_embeddings_operator nemo_retriever.graph.webhook_operator nemo_retriever.model nemo_retriever.model.local nemo_retriever.model.local.nemotron_rerank_v2 nemo_retriever.model.local.nemotron_rerank_vl_v2 nemo_retriever.model.local.nemotron_rerank_vl_v2_hf nemo_retriever.model.model nemo_retriever.retriever_graph_utils nemo_retriever.utils nemo_retriever.utils.compare nemo_retriever.utils.convert nemo_retriever.utils.convert.to_pdf nemo_retriever.utils.detection_summary nemo_retriever.utils.hf_cache nemo_retriever.utils.hf_model_registry nemo_retriever.utils.image nemo_retriever.utils.image.render nemo_retriever.utils.input_files nemo_retriever.utils.ray_resource_hueristics nemo_retriever.utils.remote_auth nemo_retriever.utils.table_and_chart nemo_retriever.vdb.adt_vdb nemo_retriever.vdb.factory nemo_retriever.vdb.records nv_ingest nv_ingest.api nv_ingest.api.v1 nv_ingest.api.v2 nv_ingest.framework nv_ingest.framework.orchestration nv_ingest.framework.orchestration.execution nv_ingest.framework.orchestration.process nv_ingest.framework.orchestration.ray nv_ingest.framework.orchestration.ray.edges nv_ingest.framework.orchestration.ray.examples nv_ingest.framework.orchestration.ray.primitives nv_ingest.framework.orchestration.ray.stages nv_ingest.framework.orchestration.ray.stages.extractors nv_ingest.framework.orchestration.ray.stages.injectors nv_ingest.framework.orchestration.ray.stages.meta nv_ingest.framework.orchestration.ray.stages.mutate nv_ingest.framework.orchestration.ray.stages.sinks nv_ingest.framework.orchestration.ray.stages.sources nv_ingest.framework.orchestration.ray.stages.storage nv_ingest.framework.orchestration.ray.stages.telemetry nv_ingest.framework.orchestration.ray.stages.transforms nv_ingest.framework.orchestration.ray.stages.utility nv_ingest.framework.orchestration.ray.util nv_ingest.framework.orchestration.ray.util.pipeline nv_ingest.framework.orchestration.ray.util.system_tools nv_ingest.framework.schemas nv_ingest.framework.util nv_ingest.framework.util.flow_control nv_ingest.framework.util.service nv_ingest.framework.util.service.impl nv_ingest.framework.util.service.impl.ingest nv_ingest.framework.util.service.meta nv_ingest.framework.util.service.meta.ingest nv_ingest.framework.util.telemetry nv_ingest.pipeline nv_ingest.pipeline.config nv_ingest_api nv_ingest_api.interface nv_ingest_api.internal nv_ingest_api.internal.enums nv_ingest_api.internal.extract nv_ingest_api.internal.extract.audio nv_ingest_api.internal.extract.docx nv_ingest_api.internal.extract.docx.engines nv_ingest_api.internal.extract.docx.engines.docxreader_helpers nv_ingest_api.internal.extract.html nv_ingest_api.internal.extract.image nv_ingest_api.internal.extract.image.image_helpers nv_ingest_api.internal.extract.pdf nv_ingest_api.internal.extract.pdf.engines nv_ingest_api.internal.extract.pdf.engines.pdf_helpers nv_ingest_api.internal.extract.pptx nv_ingest_api.internal.extract.pptx.engines nv_ingest_api.internal.meta nv_ingest_api.internal.mutate nv_ingest_api.internal.primitives nv_ingest_api.internal.primitives.nim nv_ingest_api.internal.primitives.nim.model_interface nv_ingest_api.internal.primitives.tracing nv_ingest_api.internal.schemas nv_ingest_api.internal.schemas.extract nv_ingest_api.internal.schemas.message_brokers nv_ingest_api.internal.schemas.meta nv_ingest_api.internal.schemas.mutate nv_ingest_api.internal.schemas.store nv_ingest_api.internal.schemas.transform nv_ingest_api.internal.store nv_ingest_api.internal.transform nv_ingest_api.util nv_ingest_api.util.control_message nv_ingest_api.util.converters nv_ingest_api.util.dataloader nv_ingest_api.util.detectors nv_ingest_api.util.exception_handlers nv_ingest_api.util.image_processing nv_ingest_api.util.imports nv_ingest_api.util.introspection nv_ingest_api.util.logging nv_ingest_api.util.message_brokers nv_ingest_api.util.message_brokers.simple_message_broker nv_ingest_api.util.metadata nv_ingest_api.util.multi_processing nv_ingest_api.util.nim nv_ingest_api.util.pdf nv_ingest_api.util.schema nv_ingest_api.util.service_clients nv_ingest_api.util.service_clients.kafka nv_ingest_api.util.service_clients.redis nv_ingest_api.util.service_clients.rest nv_ingest_api.util.string_processing nv_ingest_api.util.system nv_ingest_client nv_ingest_client.cli nv_ingest_client.cli.util nv_ingest_client.client nv_ingest_client.primitives nv_ingest_client.primitives.jobs nv_ingest_client.primitives.tasks nv_ingest_client.util nv_ingest_client.util.file_processing nv_ingest_client.util.vdb

N

name (nemo_retriever.graph.graph_pipeline_registry.GraphBlueprint attribute) name_changed (nemo_retriever.graph.graph_pipeline_registry.NodeDiff attribute) nemo_retriever.graph module nemo_retriever.graph.abstract_operator module nemo_retriever.graph.beir_eval module nemo_retriever.graph.cpu_operator module nemo_retriever.graph.custom_operator module nemo_retriever.graph.designer module nemo_retriever.graph.executor module nemo_retriever.graph.file_loader_operator module nemo_retriever.graph.gpu_operator module nemo_retriever.graph.graph_pipeline_registry module nemo_retriever.graph.lancedb_write_operator module nemo_retriever.graph.operator_archetype module nemo_retriever.graph.operator_resolution module nemo_retriever.graph.pipeline_graph module nemo_retriever.graph.rrf_aggregator_operator module nemo_retriever.graph.store_operator module nemo_retriever.graph.tabular_fetch_embeddings_operator module nemo_retriever.graph.webhook_operator module nemo_retriever.model module nemo_retriever.model.local module nemo_retriever.model.local.nemotron_rerank_v2 module nemo_retriever.model.local.nemotron_rerank_vl_v2 module nemo_retriever.model.local.nemotron_rerank_vl_v2_hf module nemo_retriever.model.model module nemo_retriever.retriever_graph_utils module nemo_retriever.utils module nemo_retriever.utils.compare module nemo_retriever.utils.convert module nemo_retriever.utils.convert.to_pdf module nemo_retriever.utils.detection_summary module nemo_retriever.utils.hf_cache module nemo_retriever.utils.hf_model_registry module nemo_retriever.utils.image module nemo_retriever.utils.image.render module nemo_retriever.utils.input_files module nemo_retriever.utils.ray_resource_hueristics module nemo_retriever.utils.remote_auth module nemo_retriever.utils.table_and_chart module nemo_retriever.vdb.adt_vdb module nemo_retriever.vdb.factory module nemo_retriever.vdb.records module nemotron_parse_batch_size (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) nemotron_parse_gpus_per_actor (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) nemotron_parse_initial_actors (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) nemotron_parse_max_actors (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) nemotron_parse_min_actors (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) NemotronRerankV2 (class in nemo_retriever.model.local.nemotron_rerank_v2) NemotronRerankVLV2 (class in nemo_retriever.model.local.nemotron_rerank_vl_v2_hf) NemotronRerankVLV2VLLM (class in nemo_retriever.model.local.nemotron_rerank_vl_v2) Node (class in nemo_retriever.graph) (class in nemo_retriever.graph.pipeline_graph) node_a_name (nemo_retriever.graph.graph_pipeline_registry.NodeDiff attribute) node_b_name (nemo_retriever.graph.graph_pipeline_registry.NodeDiff attribute) node_count() (in module nemo_retriever.graph.graph_pipeline_registry) node_count_a (nemo_retriever.graph.graph_pipeline_registry.GraphDiff attribute) node_count_b (nemo_retriever.graph.graph_pipeline_registry.GraphDiff attribute) node_diffs (nemo_retriever.graph.graph_pipeline_registry.GraphDiff attribute) NodeDiff (class in nemo_retriever.graph.graph_pipeline_registry) nodes_only_in_a (nemo_retriever.graph.graph_pipeline_registry.GraphDiff attribute) nodes_only_in_b (nemo_retriever.graph.graph_pipeline_registry.GraphDiff attribute) normalize_backend() (in module nemo_retriever.model) normalize_retrieval_results() (in module nemo_retriever.vdb.records) nv_ingest module nv_ingest.api module nv_ingest.api.v1 module nv_ingest.api.v2 module nv_ingest.framework module nv_ingest.framework.orchestration module nv_ingest.framework.orchestration.execution module nv_ingest.framework.orchestration.process module nv_ingest.framework.orchestration.ray module nv_ingest.framework.orchestration.ray.edges module nv_ingest.framework.orchestration.ray.examples module nv_ingest.framework.orchestration.ray.primitives module nv_ingest.framework.orchestration.ray.stages module nv_ingest.framework.orchestration.ray.stages.extractors module nv_ingest.framework.orchestration.ray.stages.injectors module nv_ingest.framework.orchestration.ray.stages.meta module nv_ingest.framework.orchestration.ray.stages.mutate module nv_ingest.framework.orchestration.ray.stages.sinks module nv_ingest.framework.orchestration.ray.stages.sources module nv_ingest.framework.orchestration.ray.stages.storage module nv_ingest.framework.orchestration.ray.stages.telemetry module nv_ingest.framework.orchestration.ray.stages.transforms module nv_ingest.framework.orchestration.ray.stages.utility module nv_ingest.framework.orchestration.ray.util module nv_ingest.framework.orchestration.ray.util.pipeline module

nv_ingest.framework.orchestration.ray.util.system_tools module nv_ingest.framework.schemas module nv_ingest.framework.util module nv_ingest.framework.util.flow_control module nv_ingest.framework.util.service module nv_ingest.framework.util.service.impl module nv_ingest.framework.util.service.impl.ingest module nv_ingest.framework.util.service.meta module nv_ingest.framework.util.service.meta.ingest module nv_ingest.framework.util.telemetry module nv_ingest.pipeline module nv_ingest.pipeline.config module nv_ingest_api module nv_ingest_api.interface module nv_ingest_api.internal module nv_ingest_api.internal.enums module nv_ingest_api.internal.extract module nv_ingest_api.internal.extract.audio module nv_ingest_api.internal.extract.docx module nv_ingest_api.internal.extract.docx.engines module nv_ingest_api.internal.extract.docx.engines.docxreader_helpers module nv_ingest_api.internal.extract.html module nv_ingest_api.internal.extract.image module nv_ingest_api.internal.extract.image.image_helpers module nv_ingest_api.internal.extract.pdf module nv_ingest_api.internal.extract.pdf.engines module nv_ingest_api.internal.extract.pdf.engines.pdf_helpers module nv_ingest_api.internal.extract.pptx module nv_ingest_api.internal.extract.pptx.engines module nv_ingest_api.internal.meta module nv_ingest_api.internal.mutate module nv_ingest_api.internal.primitives module nv_ingest_api.internal.primitives.nim module nv_ingest_api.internal.primitives.nim.model_interface module nv_ingest_api.internal.primitives.tracing module nv_ingest_api.internal.schemas module nv_ingest_api.internal.schemas.extract module nv_ingest_api.internal.schemas.message_brokers module nv_ingest_api.internal.schemas.meta module nv_ingest_api.internal.schemas.mutate module nv_ingest_api.internal.schemas.store module nv_ingest_api.internal.schemas.transform module nv_ingest_api.internal.store module nv_ingest_api.internal.transform module nv_ingest_api.util module nv_ingest_api.util.control_message module nv_ingest_api.util.converters module nv_ingest_api.util.dataloader module nv_ingest_api.util.detectors module nv_ingest_api.util.exception_handlers module nv_ingest_api.util.image_processing module nv_ingest_api.util.imports module nv_ingest_api.util.introspection module nv_ingest_api.util.logging module nv_ingest_api.util.message_brokers module nv_ingest_api.util.message_brokers.simple_message_broker module nv_ingest_api.util.metadata module nv_ingest_api.util.multi_processing module nv_ingest_api.util.nim module nv_ingest_api.util.pdf module nv_ingest_api.util.schema module nv_ingest_api.util.service_clients module nv_ingest_api.util.service_clients.kafka module nv_ingest_api.util.service_clients.redis module nv_ingest_api.util.service_clients.rest module nv_ingest_api.util.string_processing module nv_ingest_api.util.system module nv_ingest_client module nv_ingest_client.cli module nv_ingest_client.cli.util module nv_ingest_client.client module nv_ingest_client.primitives module nv_ingest_client.primitives.jobs module nv_ingest_client.primitives.tasks module nv_ingest_client.util module nv_ingest_client.util.file_processing module nv_ingest_client.util.vdb module NvidiaNIMModel (class in nemo_retriever.model.model)

O

ocr_batch_size (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) ocr_gpus_per_actor (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) ocr_initial_actors (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) ocr_max_actors (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute)

ocr_min_actors (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) output (nemo_retriever.model.local.nemotron_rerank_v2.NemotronRerankV2 property) (nemo_retriever.model.local.nemotron_rerank_vl_v2.NemotronRerankVLV2VLLM property) (nemo_retriever.model.local.nemotron_rerank_vl_v2_hf.NemotronRerankVLV2 property) (nemo_retriever.model.model.BaseModel property)

P

page_elements_batch_size (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) page_elements_gpus_per_actor (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) page_elements_initial_actors (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) page_elements_max_actors (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) page_elements_min_actors (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) page_number (nemo_retriever.vdb.records.RetrievalHit attribute) Param (class in nemo_retriever.graph.designer) path (nemo_retriever.vdb.records.RetrievalHit attribute) pdf_basename (nemo_retriever.vdb.records.RetrievalHit attribute) pdf_extract_batch_size (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) pdf_extract_cpus_per_task (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) pdf_extract_tasks (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) pdf_page (nemo_retriever.vdb.records.RetrievalHit attribute) placeholder (nemo_retriever.graph.designer.Param attribute) position (nemo_retriever.graph.graph_pipeline_registry.NodeDiff attribute) postprocess() (nemo_retriever.graph.abstract_operator.AbstractOperator method) (nemo_retriever.graph.AbstractOperator method) (nemo_retriever.graph.ArchetypeOperator method) (nemo_retriever.graph.custom_operator.UDFOperator method) (nemo_retriever.graph.file_loader_operator.FileListLoaderOperator method) (nemo_retriever.graph.FileListLoaderOperator method) (nemo_retriever.graph.lancedb_write_operator.LanceDBWriteOperator method) (nemo_retriever.graph.operator_archetype.ArchetypeOperator method) (nemo_retriever.graph.rrf_aggregator_operator.RRFAggregatorOperator method) (nemo_retriever.graph.store_operator.StoreOperator method) (nemo_retriever.graph.StoreOperator method) (nemo_retriever.graph.tabular_fetch_embeddings_operator.TabularFetchEmbeddingsOp method) (nemo_retriever.graph.UDFOperator method) (nemo_retriever.graph.webhook_operator.WebhookNotifyOperator method) (nemo_retriever.graph.WebhookNotifyOperator method) (nemo_retriever.utils.convert.to_pdf.DocToPdfConversionCPUActor method) prefers_cpu_variant() (nemo_retriever.graph.ArchetypeOperator class method) (nemo_retriever.graph.operator_archetype.ArchetypeOperator class method) preprocess() (nemo_retriever.graph.abstract_operator.AbstractOperator method) (nemo_retriever.graph.AbstractOperator method) (nemo_retriever.graph.ArchetypeOperator method) (nemo_retriever.graph.custom_operator.UDFOperator method) (nemo_retriever.graph.file_loader_operator.FileListLoaderOperator method) (nemo_retriever.graph.FileListLoaderOperator method) (nemo_retriever.graph.lancedb_write_operator.LanceDBWriteOperator method) (nemo_retriever.graph.operator_archetype.ArchetypeOperator method) (nemo_retriever.graph.rrf_aggregator_operator.RRFAggregatorOperator method) (nemo_retriever.graph.store_operator.StoreOperator method) (nemo_retriever.graph.StoreOperator method) (nemo_retriever.graph.tabular_fetch_embeddings_operator.TabularFetchEmbeddingsOp method) (nemo_retriever.graph.UDFOperator method) (nemo_retriever.graph.webhook_operator.WebhookNotifyOperator method) (nemo_retriever.graph.WebhookNotifyOperator method) (nemo_retriever.utils.convert.to_pdf.DocToPdfConversionCPUActor method)

print_detection_summary() (in module nemo_retriever.utils.detection_summary) print_diff() (in module nemo_retriever.graph.graph_pipeline_registry) (nemo_retriever.graph.graph_pipeline_registry.GraphPipelineRegistry method) (nemo_retriever.graph.GraphPipelineRegistry method) print_graph() (in module nemo_retriever.graph.graph_pipeline_registry) (nemo_retriever.graph.graph_pipeline_registry.GraphPipelineRegistry method) (nemo_retriever.graph.GraphPipelineRegistry method) print_pages_per_second() (in module nemo_retriever.utils.detection_summary) print_run_summary() (in module nemo_retriever.utils.detection_summary) print_summary() (nemo_retriever.graph.graph_pipeline_registry.GraphPipelineRegistry method) (nemo_retriever.graph.GraphPipelineRegistry method) process() (nemo_retriever.graph.abstract_operator.AbstractOperator method) (nemo_retriever.graph.AbstractOperator method) (nemo_retriever.graph.ArchetypeOperator method) (nemo_retriever.graph.custom_operator.UDFOperator method) (nemo_retriever.graph.file_loader_operator.FileListLoaderOperator method) (nemo_retriever.graph.FileListLoaderOperator method) (nemo_retriever.graph.lancedb_write_operator.LanceDBWriteOperator method) (nemo_retriever.graph.operator_archetype.ArchetypeOperator method) (nemo_retriever.graph.rrf_aggregator_operator.RRFAggregatorOperator method) (nemo_retriever.graph.store_operator.StoreOperator method) (nemo_retriever.graph.StoreOperator method) (nemo_retriever.graph.tabular_fetch_embeddings_operator.TabularFetchEmbeddingsOp method) (nemo_retriever.graph.UDFOperator method) (nemo_retriever.graph.webhook_operator.WebhookNotifyOperator method) (nemo_retriever.graph.WebhookNotifyOperator method) (nemo_retriever.utils.convert.to_pdf.DocToPdfConversionCPUActor method) process_yolox_graphic_elements() (in module nemo_retriever.utils.table_and_chart)

R

raise_input_path_not_found() (in module nemo_retriever.utils.input_files) RayDataExecutor (class in nemo_retriever.graph) (class in nemo_retriever.graph.executor) register() (nemo_retriever.graph.graph_pipeline_registry.GraphPipelineRegistry method) (nemo_retriever.graph.GraphPipelineRegistry method) register_graph() (nemo_retriever.graph.graph_pipeline_registry.GraphPipelineRegistry method) (nemo_retriever.graph.GraphPipelineRegistry method) reindex() (nemo_retriever.vdb.adt_vdb.VDB method) remove_empty_row() (in module nemo_retriever.utils.table_and_chart) remove_node_kwargs() (in module nemo_retriever.graph.graph_pipeline_registry) render_dir_command() (in module nemo_retriever.utils.image.render) render_image_command() (in module nemo_retriever.utils.image.render) render_page_element_detections_for_dir() (in module nemo_retriever.utils.image) (in module nemo_retriever.utils.image.render) render_page_element_detections_for_image() (in module nemo_retriever.utils.image) (in module nemo_retriever.utils.image.render) reorder_boxes() (in module nemo_retriever.utils.table_and_chart) reorder_ocr_for_infographic() (in module nemo_retriever.utils.table_and_chart) replace_node_kwargs() (in module nemo_retriever.graph.graph_pipeline_registry) rerank_long_dataframe_to_hits() (in module nemo_retriever.retriever_graph_utils) resolve() (nemo_retriever.graph.Graph method) (nemo_retriever.graph.pipeline_graph.Graph method) resolve_embed_model() (in module nemo_retriever.model)

resolve_for_local_execution() (nemo_retriever.graph.Graph method) (nemo_retriever.graph.pipeline_graph.Graph method) resolve_graph() (in module nemo_retriever.graph.operator_resolution) resolve_graph_for_local_execution() (in module nemo_retriever.graph.operator_resolution) resolve_hf_cache_dir() (in module nemo_retriever.utils.hf_cache) resolve_input_files() (in module nemo_retriever.utils.input_files) resolve_input_patterns() (in module nemo_retriever.utils.input_files) resolve_operator_class() (in module nemo_retriever.graph.operator_resolution) (nemo_retriever.graph.ArchetypeOperator class method) (nemo_retriever.graph.operator_archetype.ArchetypeOperator class method) resolve_operator_kwargs() (in module nemo_retriever.graph.operator_resolution) resolve_remote_api_key() (in module nemo_retriever.utils.remote_auth) resolve_requested_plan() (in module nemo_retriever.utils.ray_resource_hueristics) retrieval() (nemo_retriever.vdb.adt_vdb.VDB method) RetrievalHit (class in nemo_retriever.vdb.records) roots_a (nemo_retriever.graph.graph_pipeline_registry.GraphDiff attribute) roots_b (nemo_retriever.graph.graph_pipeline_registry.GraphDiff attribute) RRFAggregatorOperator (class in nemo_retriever.graph.rrf_aggregator_operator) run() (nemo_retriever.graph.abstract_operator.AbstractOperator method) (nemo_retriever.graph.AbstractOperator method) (nemo_retriever.graph.ArchetypeOperator method) (nemo_retriever.graph.operator_archetype.ArchetypeOperator method) (nemo_retriever.vdb.adt_vdb.VDB method)

S

save_all() (nemo_retriever.graph.graph_pipeline_registry.GraphPipelineRegistry method) (nemo_retriever.graph.GraphPipelineRegistry method) save_graph() (in module nemo_retriever.graph.graph_pipeline_registry) (nemo_retriever.graph.graph_pipeline_registry.GraphPipelineRegistry method) (nemo_retriever.graph.GraphPipelineRegistry method) score() (nemo_retriever.model.local.nemotron_rerank_v2.NemotronRerankV2 method) (nemo_retriever.model.local.nemotron_rerank_vl_v2.NemotronRerankVLV2VLLM method) (nemo_retriever.model.local.nemotron_rerank_vl_v2_hf.NemotronRerankVLV2 method) score_pairs() (nemo_retriever.model.local.nemotron_rerank_v2.NemotronRerankV2 method) (nemo_retriever.model.local.nemotron_rerank_vl_v2.NemotronRerankVLV2VLLM method) (nemo_retriever.model.local.nemotron_rerank_vl_v2_hf.NemotronRerankVLV2 method)

serialize_graph() (in module nemo_retriever.graph.graph_pipeline_registry) source (nemo_retriever.vdb.records.RetrievalHit attribute) source_id (nemo_retriever.vdb.records.RetrievalHit attribute) stored_image_uri (nemo_retriever.vdb.records.RetrievalHit attribute) StoreOperator (class in nemo_retriever.graph) (class in nemo_retriever.graph.store_operator) structural_match (nemo_retriever.graph.graph_pipeline_registry.GraphDiff attribute)

T

table_structure_batch_size (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) table_structure_gpus_per_actor (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) table_structure_initial_actors (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) table_structure_max_actors (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) table_structure_min_actors (nemo_retriever.utils.ray_resource_hueristics.RequestedPlan attribute) TabularFetchEmbeddingsOp (class in nemo_retriever.graph.tabular_fetch_embeddings_operator)

tags (nemo_retriever.graph.graph_pipeline_registry.GraphBlueprint attribute) text (nemo_retriever.vdb.records.RetrievalHit attribute) to_client_vdb_records() (in module nemo_retriever.vdb.records) total_cpu_count() (nemo_retriever.utils.ray_resource_hueristics.ClusterResources method) total_gpu_count() (nemo_retriever.utils.ray_resource_hueristics.ClusterResources method) total_mib (nemo_retriever.utils.ray_resource_hueristics.GpuInfo attribute) total_resources (nemo_retriever.utils.ray_resource_hueristics.ClusterResources attribute)

U

UDFOperator (class in nemo_retriever.graph) (class in nemo_retriever.graph.custom_operator) unload() (nemo_retriever.model.local.nemotron_rerank_vl_v2.NemotronRerankVLV2VLLM method) (nemo_retriever.model.local.nemotron_rerank_vl_v2_hf.NemotronRerankVLV2 method)

unregister() (nemo_retriever.graph.graph_pipeline_registry.GraphPipelineRegistry method) (nemo_retriever.graph.GraphPipelineRegistry method) update_node_kwargs() (in module nemo_retriever.graph.graph_pipeline_registry) updated_at (nemo_retriever.graph.graph_pipeline_registry.GraphBlueprint attribute) used_mib (nemo_retriever.utils.ray_resource_hueristics.GpuInfo attribute)

V

variant_operator_kwargs() (nemo_retriever.graph.ArchetypeOperator class method) (nemo_retriever.graph.operator_archetype.ArchetypeOperator class method)

VDB (class in nemo_retriever.vdb.adt_vdb) version (nemo_retriever.graph.graph_pipeline_registry.GraphBlueprint attribute)

W

walk_nodes() (in module nemo_retriever.graph.graph_pipeline_registry) WebhookNotifyOperator (class in nemo_retriever.graph) (class in nemo_retriever.graph.webhook_operator)

write_detection_summary() (in module nemo_retriever.utils.detection_summary) write_to_index() (nemo_retriever.vdb.adt_vdb.VDB method)