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Morpheus (25.06)

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Morpheus (25.06)

Table of Contents

Using Morpheus

  • Getting Started with Morpheus
  • Morpheus Conda Packages
  • Morpheus CLI Overview
  • Building a Pipeline
  • Morpheus CPU-Only Mode
  • Morpheus Models
  • Examples
    • Anomalous Behavior Profiling with Forest Inference Library (FIL) Example
    • ABP Detection Example Using Morpheus
    • DOCA GPU Real-Time traffic analysis
    • GNN Fraud Detection Pipeline
    • LLM
      • Completion Pipeline
      • Vector DataBase Upload (VDB Upload) Pipeline
      • Retrieval Augmented Generation (RAG) Pipeline
      • Morpheus LLM Agents Pipeline
      • LLM
    • Example cyBERT Morpheus Pipeline for Apache Log Parsing
    • Sensitive Information Detection with Natural Language Processing (NLP) Example
    • Example Ransomware Detection Morpheus Pipeline for App Shield Data
    • Root Cause Analysis Acceleration & Predictive Maintenance Example
    • SID Visualization Example
    • Examples
  • Developer Guides
    • Simple Python Stage
    • Real-World Application: Phishing Detection
    • Simple C++ Stage
    • Creating a C++ Source Stage
    • Digital Fingerprinting (DFP)
    • Digital Fingerprinting (DFP) Reference
    • Python Morpheus Modules
    • C++ Morpheus Modules
    • Morpheus Control Messages
    • Introduction to Modular Digital Fingerprinting Pipeline (Integrated Training)
    • Developer Guides

Modifying Morpheus

  • Morpheus Architecture
  • Contributing to Morpheus

API

  • Python API
    • morpheus
      • morpheus.cli
        • morpheus.cli.click_completion_tools
        • morpheus.cli.default_command_hooks
        • morpheus.cli.hookspecs
        • morpheus.cli.plugin_manager
        • morpheus.cli.register_stage
        • morpheus.cli.run
        • morpheus.cli.stage_registry
        • morpheus.cli.utils
      • morpheus.common
      • morpheus.config
        • morpheus.config.AEFeatureScalar
        • morpheus.config.Config
        • morpheus.config.ConfigAutoEncoder
      • morpheus.controllers
      • morpheus.io
      • morpheus.loaders
      • morpheus.messages
      • morpheus.models
      • morpheus.parsers
      • morpheus.pipeline
      • morpheus.service
      • morpheus.stages
      • morpheus.utils
    • morpheus_dfp
      • morpheus_dfp.stages
      • morpheus_dfp.utils
    • morpheus_llm
      • morpheus_llm.error
      • morpheus_llm.llm
      • morpheus_llm.modules
      • morpheus_llm.service
      • morpheus_llm.stages
  • C++ API
    • Namespace boost
    • Namespace boost::iostreams
    • Namespace morpheus
    • Namespace morpheus::detail
    • Namespace morpheus::llm
    • Namespace morpheus::utilities
    • Namespace nlohmann
    • Struct AddClassificationStageInterfaceProxy
    • Struct AddScoresStageInterfaceProxy
    • Struct ControlMessageProxy
    • Struct CudaError
    • Struct CudfHelper
    • Struct CuDFTableUtil
    • Struct CupyUtil
    • Struct DeserializeStageInterfaceProxy
    • Struct ExponentialBackoff
    • Struct FiberQueueInterfaceProxy
    • Struct FileSourceStageInterfaceProxy
    • Struct FilterDetectionStageInterfaceProxy
    • Struct HttpEndpoint
    • Struct HttpEndpointInterfaceProxy
    • Struct HttpServerInterfaceProxy
    • Struct HttpServerSourceStageInterfaceProxy
    • Struct IDataTable
    • Struct InferenceClientStageInterfaceProxy
    • Struct InferenceMemoryFILInterfaceProxy
    • Struct InferenceMemoryInterfaceProxy
    • Struct InferenceMemoryNLPInterfaceProxy
    • Struct ITensor
    • Struct ITensorOperations
    • Struct ITensorStorage
    • Struct KafkaSourceStageInterfaceProxy
    • Struct LineInsertingFilter
    • Struct InputMap
    • Struct LLMContextState
    • Struct LLMTask
    • Struct UserInputMapping
    • Struct LoaderRegistryProxy
    • Struct LogicError
    • Struct MatxUtil
    • Struct MemoryDescriptor
    • Struct MessageMetaInterfaceProxy
    • Template Struct MonitorStageInterfaceProxy
    • Struct MutableTableInfo
    • Template Struct PreallocateStageInterfaceProxy
    • Struct PreprocessFILStageInterfaceProxy
    • Struct PreprocessNLPStageInterfaceProxy
    • Struct PyDataTable
    • Struct RawPacketMessageProxy
    • Struct ResponseMemoryInterfaceProxy
    • Struct ResponseMemoryProbsInterfaceProxy
    • Struct SerializersProxy
    • Struct SerializeStageInterfaceProxy
    • Struct StringUtil
    • Struct TableInfo
    • Struct TableInfoBase
    • Struct TableInfoData
    • Struct TensorMemoryInterfaceProxy
    • Struct TensorModelMapping
    • Struct TensorObject
    • Struct TensorObjectInterfaceProxy
    • Struct TensorUtils
    • Struct TritonInferInput
    • Struct TritonInferRequestedOutput
    • Struct TritonInOut
    • Template Struct extract_value_type
    • Template Struct extract_value_type< ClassT< T, ArgsT… > >
    • Template Struct is_specialization
    • Template Struct is_specialization< TemplateT< ArgsT… >, TemplateT >
    • Struct WriteToFileStageInterfaceProxy
    • Class AddClassificationsStage
    • Class AddScoresStage
    • Class AddScoresStageBase
    • Class ControlMessage
    • Class DataLoader
    • Class DataLoaderModule
    • Class DeserializeStage
    • Class DevMemInfo
    • Class DType
    • Template Class FactoryRegistry
    • Class FiberQueue
    • Class FileDataLoader
    • Class FileSourceStage
    • Class FilterDetectionsStage
    • Class GRPCDataLoader
    • Class HttpServer
    • Template Class HttpServerSourceStage
    • Class HttpTritonClient
    • Class IInferenceClient
    • Class IInferenceClientSession
    • Class InferenceClientStage
    • Class InferenceMemory
    • Class InferenceMemoryFIL
    • Class InferenceMemoryNLP
    • Class ITritonClient
    • Class KafkaOAuthCallback
    • Class KafkaRebalancer
    • Class KafkaSourceStage
    • Class KafkaSourceStage__Rebalancer
    • Class KafkaSourceStageStopAfter
    • Class KafkaSourceStageUnsubscribedException
    • Class LambdaLoader
    • Class Listener
    • Class LLMContext
    • Class LLMEngine
    • Template Class LLMLambdaNode
    • Class LLMNode
    • Class LLMNodeBase
    • Class LLMNodeRunner
    • Class LLMTaskHandler
    • Class LLMTaskHandlerRunner
    • Class PyLLMEngine
    • Class PyLLMEngineStage
    • Class PyLLMLambdaNode
    • Template Class PyLLMNode
    • Template Class PyLLMNodeBase
    • Class PyLLMTaskHandler
    • Class Loader
    • Class MessageMeta
    • Template Class MonitorController
    • Template Class MonitorStage
    • Class MutableTableCtxMgr
    • Class OStreamSink
    • Class PayloadDataLoader
    • Template Class PreallocateStage
    • Class PreprocessFILStage
    • Class PreprocessNLPStage
    • Class ProgressBarContextManager
    • Class RawPacketMessage
    • Class ResponseMemory
    • Class ResponseMemoryProbs
    • Class RESTDataLoader
    • Class RMMTensor
    • Class SerializeStage
    • Class SlicedMessageMeta
    • Class SourceStageStopAfter
    • Class Tensor
    • Class TensorMemory
    • Class TritonInferenceClient
    • Class TritonInferenceClientSession
    • Class json_dict_t
    • Class json_list_t
    • Class PythonByteContainer
    • Class WriteToFileStage
    • Class json_dict
    • Class json_list
    • Enum ControlMessageType
    • Enum FileTypes
    • Enum FilterSource
    • Enum TensorStorageType
    • Enum TypeId
    • Template Function morpheus::concat_message_batch
    • Template Function morpheus::detail::set_contiguous_stride
    • Function morpheus::detail::throw_cuda_error
    • Template Function morpheus::detail::validate_stride
    • Function morpheus::determine_file_type(const std::string&)
    • Function morpheus::determine_file_type(const std::filesystem::path&)
    • Function morpheus::df_to_csv(const TableInfo&, std::ostream&, bool, bool, bool)
    • Function morpheus::df_to_csv(const TableInfo&, bool, bool)
    • Function morpheus::df_to_json(const TableInfo&, std::ostream&, bool, bool)
    • Function morpheus::df_to_json(const TableInfo&, bool)
    • Function morpheus::df_to_parquet(const TableInfo&, std::ostream&, bool, bool, bool)
    • Function morpheus::df_to_parquet(const TableInfo&, bool, bool)
    • Template Function morpheus::do_register_tuple_index
    • Function morpheus::filetypes_to_str
    • Template Function morpheus::foreach_map
    • Function morpheus::get_column_names_from_table
    • Function morpheus::get_index_col_count
    • Function morpheus::get_indexers
    • Function morpheus::get_table_info_data_slice
    • Template Function morpheus::get_with_default
    • Function morpheus::llm::find_matching_input_for_placeholder
    • Function morpheus::llm::is_valid_node_name
    • Template Function morpheus::llm::make_lambda_node(std::function<ReturnT(ArgsT…)>&&)
    • Template Function morpheus::llm::make_lambda_node(FuncT&&)
    • Function morpheus::llm::process_input_names
    • Function morpheus::llm::PYBIND11_MODULE
    • Function morpheus::load_table_from_file
    • Function morpheus::make_output_message(std::shared_ptr<MessageMeta>&, control_message_task_t *, morpheus::utilities::json_t&&, std::shared_ptr<MessageMeta>&)
    • Function morpheus::make_output_message(std::shared_ptr<MessageMeta>&, control_message_task_t *, morpheus::utilities::json_t&&, std::shared_ptr<ControlMessage>&)
    • Function morpheus::make_response
    • Function morpheus::operator<<
    • Function morpheus::prepare_df_index
    • Function morpheus::proxy_table_from_table_with_metadata
    • Function morpheus::proxy_table_info_data_from_table
    • Function morpheus::PYBIND11_MODULE(common, _module)
    • Function morpheus::PYBIND11_MODULE(messages, _module)
    • Function morpheus::PYBIND11_MODULE(modules, _module)
    • Function morpheus::PYBIND11_MODULE(stages, _module)
    • Function morpheus::read_file_to_df
    • Template Function morpheus::reg_converter
    • Template Function morpheus::reg_py_type_helper
    • Template Function morpheus::register_permutations
    • Template Function morpheus::register_tuple_index
    • Function morpheus::request_headers_to_json
    • Function morpheus::set_contiguous_stride
    • Template Function morpheus::size_in_bits
    • Function morpheus::table_to_csv
    • Function morpheus::table_to_json
    • Function morpheus::table_to_parquet
    • Function morpheus::utilities::cast_from_json
    • Function morpheus::utilities::cast_from_pyobject(const pybind11::object&)
    • Function morpheus::utilities::cast_from_pyobject(const py::object&)
    • Function morpheus::utilities::cast_from_pyobject_impl
    • Function morpheus::utilities::show_warning_message
    • Template Function morpheus::write_df_to_file(const TableInfo&, const std::string&, FileTypes, ArgsT&&…)
    • Template Function morpheus::write_df_to_file(const MutableTableInfo&, const std::string&, FileTypes, ArgsT&&…)
    • Variable morpheus::DefaultMaxPayloadSize
    • Variable morpheus::RegexOptions
    • Define CHECK_CUDA
    • Define CHECK_TRITON
    • Define CUDA_TRY
    • Define MORPHEUS_CONCAT_STR
    • Define MORPHEUS_EXPECTS
    • Define MORPHEUS_FAIL
    • Define MORPHEUS_STRINGIFY
    • Define STRINGIFY_DETAIL
    • Typedef morpheus::control_message_task_t
    • Typedef morpheus::DeviceContainer
    • Typedef morpheus::llm::input_mappings_t
    • Typedef morpheus::llm::user_input_mappings_t
    • Typedef morpheus::LoaderRegistry
    • Typedef morpheus::on_complete_cb_fn_t
    • Typedef morpheus::parse_status_t
    • Typedef morpheus::payload_parse_fn_t
    • Typedef morpheus::RangeType
    • Typedef morpheus::RankType
    • Typedef morpheus::request_handler_fn_t
    • Typedef morpheus::request_queue_t
    • Typedef morpheus::request_t
    • Typedef morpheus::ShapeType
    • Typedef morpheus::table_t
    • Typedef morpheus::table_with_http_fields_t
    • Typedef morpheus::Task
    • Typedef morpheus::tcp_endpoint_t
    • Typedef morpheus::TensorIndex
    • Typedef morpheus::TensorMap
    • Typedef morpheus::TensorSize
    • Typedef morpheus::time_point_t
    • Typedef morpheus::utilities::extract_value_type_t
    • Typedef morpheus::utilities::is_specialization_v
    • Typedef morpheus::utilities::json_t
    • Typedef PyObject
    • Namespace boost
    • Namespace boost::iostreams
    • Namespace morpheus
    • Namespace morpheus::detail
    • Namespace morpheus::llm
    • Namespace morpheus::utilities
    • Namespace nlohmann
    • Struct AddClassificationStageInterfaceProxy
    • Struct AddScoresStageInterfaceProxy
    • Struct ControlMessageProxy
    • Struct CudaError
    • Struct CudfHelper
    • Struct CuDFTableUtil
    • Struct CupyUtil
    • Struct DeserializeStageInterfaceProxy
    • Struct ExponentialBackoff
    • Struct FiberQueueInterfaceProxy
    • Struct FileSourceStageInterfaceProxy
    • Struct FilterDetectionStageInterfaceProxy
    • Struct HttpEndpoint
    • Struct HttpEndpointInterfaceProxy
    • Struct HttpServerInterfaceProxy
    • Struct HttpServerSourceStageInterfaceProxy
    • Struct IDataTable
    • Struct InferenceClientStageInterfaceProxy
    • Struct InferenceMemoryFILInterfaceProxy
    • Struct InferenceMemoryInterfaceProxy
    • Struct InferenceMemoryNLPInterfaceProxy
    • Struct ITensor
    • Struct ITensorOperations
    • Struct ITensorStorage
    • Struct KafkaSourceStageInterfaceProxy
    • Struct LineInsertingFilter
    • Struct InputMap
    • Struct LLMContextState
    • Struct LLMTask
    • Struct UserInputMapping
    • Struct LoaderRegistryProxy
    • Struct LogicError
    • Struct MatxUtil
    • Struct MemoryDescriptor
    • Struct MessageMetaInterfaceProxy
    • Template Struct MonitorStageInterfaceProxy
    • Struct MutableTableInfo
    • Template Struct PreallocateStageInterfaceProxy
    • Struct PreprocessFILStageInterfaceProxy
    • Struct PreprocessNLPStageInterfaceProxy
    • Struct PyDataTable
    • Struct RawPacketMessageProxy
    • Struct ResponseMemoryInterfaceProxy
    • Struct ResponseMemoryProbsInterfaceProxy
    • Struct SerializersProxy
    • Struct SerializeStageInterfaceProxy
    • Struct StringUtil
    • Struct TableInfo
    • Struct TableInfoBase
    • Struct TableInfoData
    • Struct TensorMemoryInterfaceProxy
    • Struct TensorModelMapping
    • Struct TensorObject
    • Struct TensorObjectInterfaceProxy
    • Struct TensorUtils
    • Struct TritonInferInput
    • Struct TritonInferRequestedOutput
    • Struct TritonInOut
    • Template Struct extract_value_type
    • Template Struct extract_value_type< ClassT< T, ArgsT… > >
    • Template Struct is_specialization
    • Template Struct is_specialization< TemplateT< ArgsT… >, TemplateT >
    • Struct WriteToFileStageInterfaceProxy
    • Class AddClassificationsStage
    • Class AddScoresStage
    • Class AddScoresStageBase
    • Class ControlMessage
    • Class DataLoader
    • Class DataLoaderModule
    • Class DeserializeStage
    • Class DevMemInfo
    • Class DType
    • Template Class FactoryRegistry
    • Class FiberQueue
    • Class FileDataLoader
    • Class FileSourceStage
    • Class FilterDetectionsStage
    • Class GRPCDataLoader
    • Class HttpServer
    • Template Class HttpServerSourceStage
    • Class HttpTritonClient
    • Class IInferenceClient
    • Class IInferenceClientSession
    • Class InferenceClientStage
    • Class InferenceMemory
    • Class InferenceMemoryFIL
    • Class InferenceMemoryNLP
    • Class ITritonClient
    • Class KafkaOAuthCallback
    • Class KafkaRebalancer
    • Class KafkaSourceStage
    • Class KafkaSourceStage__Rebalancer
    • Class KafkaSourceStageStopAfter
    • Class KafkaSourceStageUnsubscribedException
    • Class LambdaLoader
    • Class Listener
    • Class LLMContext
    • Class LLMEngine
    • Template Class LLMLambdaNode
    • Class LLMNode
    • Class LLMNodeBase
    • Class LLMNodeRunner
    • Class LLMTaskHandler
    • Class LLMTaskHandlerRunner
    • Class PyLLMEngine
    • Class PyLLMEngineStage
    • Class PyLLMLambdaNode
    • Template Class PyLLMNode
    • Template Class PyLLMNodeBase
    • Class PyLLMTaskHandler
    • Class Loader
    • Class MessageMeta
    • Template Class MonitorController
    • Template Class MonitorStage
    • Class MutableTableCtxMgr
    • Class OStreamSink
    • Class PayloadDataLoader
    • Template Class PreallocateStage
    • Class PreprocessFILStage
    • Class PreprocessNLPStage
    • Class ProgressBarContextManager
    • Class RawPacketMessage
    • Class ResponseMemory
    • Class ResponseMemoryProbs
    • Class RESTDataLoader
    • Class RMMTensor
    • Class SerializeStage
    • Class SlicedMessageMeta
    • Class SourceStageStopAfter
    • Class Tensor
    • Class TensorMemory
    • Class TritonInferenceClient
    • Class TritonInferenceClientSession
    • Class json_dict_t
    • Class json_list_t
    • Class PythonByteContainer
    • Class WriteToFileStage
    • Class json_dict
    • Class json_list
    • Enum ControlMessageType
    • Enum FileTypes
    • Enum FilterSource
    • Enum TensorStorageType
    • Enum TypeId
    • Template Function morpheus::concat_message_batch
    • Template Function morpheus::detail::set_contiguous_stride
    • Function morpheus::detail::throw_cuda_error
    • Template Function morpheus::detail::validate_stride
    • Function morpheus::determine_file_type(const std::string&)
    • Function morpheus::determine_file_type(const std::filesystem::path&)
    • Function morpheus::df_to_csv(const TableInfo&, std::ostream&, bool, bool, bool)
    • Function morpheus::df_to_csv(const TableInfo&, bool, bool)
    • Function morpheus::df_to_json(const TableInfo&, std::ostream&, bool, bool)
    • Function morpheus::df_to_json(const TableInfo&, bool)
    • Function morpheus::df_to_parquet(const TableInfo&, std::ostream&, bool, bool, bool)
    • Function morpheus::df_to_parquet(const TableInfo&, bool, bool)
    • Template Function morpheus::do_register_tuple_index
    • Function morpheus::filetypes_to_str
    • Template Function morpheus::foreach_map
    • Function morpheus::get_column_names_from_table
    • Function morpheus::get_index_col_count
    • Function morpheus::get_indexers
    • Function morpheus::get_table_info_data_slice
    • Template Function morpheus::get_with_default
    • Function morpheus::llm::find_matching_input_for_placeholder
    • Function morpheus::llm::is_valid_node_name
    • Template Function morpheus::llm::make_lambda_node(std::function<ReturnT(ArgsT…)>&&)
    • Template Function morpheus::llm::make_lambda_node(FuncT&&)
    • Function morpheus::llm::process_input_names
    • Function morpheus::llm::PYBIND11_MODULE
    • Function morpheus::load_table_from_file
    • Function morpheus::make_output_message(std::shared_ptr<MessageMeta>&, control_message_task_t *, morpheus::utilities::json_t&&, std::shared_ptr<MessageMeta>&)
    • Function morpheus::make_output_message(std::shared_ptr<MessageMeta>&, control_message_task_t *, morpheus::utilities::json_t&&, std::shared_ptr<ControlMessage>&)
    • Function morpheus::make_response
    • Function morpheus::operator<<
    • Function morpheus::prepare_df_index
    • Function morpheus::proxy_table_from_table_with_metadata
    • Function morpheus::proxy_table_info_data_from_table
    • Function morpheus::PYBIND11_MODULE(common, _module)
    • Function morpheus::PYBIND11_MODULE(messages, _module)
    • Function morpheus::PYBIND11_MODULE(modules, _module)
    • Function morpheus::PYBIND11_MODULE(stages, _module)
    • Function morpheus::read_file_to_df
    • Template Function morpheus::reg_converter
    • Template Function morpheus::reg_py_type_helper
    • Template Function morpheus::register_permutations
    • Template Function morpheus::register_tuple_index
    • Function morpheus::request_headers_to_json
    • Function morpheus::set_contiguous_stride
    • Template Function morpheus::size_in_bits
    • Function morpheus::table_to_csv
    • Function morpheus::table_to_json
    • Function morpheus::table_to_parquet
    • Function morpheus::utilities::cast_from_json
    • Function morpheus::utilities::cast_from_pyobject(const pybind11::object&)
    • Function morpheus::utilities::cast_from_pyobject(const py::object&)
    • Function morpheus::utilities::cast_from_pyobject_impl
    • Function morpheus::utilities::show_warning_message
    • Template Function morpheus::write_df_to_file(const TableInfo&, const std::string&, FileTypes, ArgsT&&…)
    • Template Function morpheus::write_df_to_file(const MutableTableInfo&, const std::string&, FileTypes, ArgsT&&…)
    • Variable morpheus::DefaultMaxPayloadSize
    • Variable morpheus::RegexOptions
    • Define CHECK_CUDA
    • Define CHECK_TRITON
    • Define CUDA_TRY
    • Define MORPHEUS_CONCAT_STR
    • Define MORPHEUS_EXPECTS
    • Define MORPHEUS_FAIL
    • Define MORPHEUS_STRINGIFY
    • Define STRINGIFY_DETAIL
    • Typedef morpheus::control_message_task_t
    • Typedef morpheus::DeviceContainer
    • Typedef morpheus::llm::input_mappings_t
    • Typedef morpheus::llm::user_input_mappings_t
    • Typedef morpheus::LoaderRegistry
    • Typedef morpheus::on_complete_cb_fn_t
    • Typedef morpheus::parse_status_t
    • Typedef morpheus::payload_parse_fn_t
    • Typedef morpheus::RangeType
    • Typedef morpheus::RankType
    • Typedef morpheus::request_handler_fn_t
    • Typedef morpheus::request_queue_t
    • Typedef morpheus::request_t
    • Typedef morpheus::ShapeType
    • Typedef morpheus::table_t
    • Typedef morpheus::table_with_http_fields_t
    • Typedef morpheus::Task
    • Typedef morpheus::tcp_endpoint_t
    • Typedef morpheus::TensorIndex
    • Typedef morpheus::TensorMap
    • Typedef morpheus::TensorSize
    • Typedef morpheus::time_point_t
    • Typedef morpheus::utilities::extract_value_type_t
    • Typedef morpheus::utilities::is_specialization_v
    • Typedef morpheus::utilities::json_t
    • Typedef PyObject

Morpheus Stages

  • Stages Documentation

Morpheus Modules

  • Modules
    • Data Loader Module
    • File Batcher Module
    • File to DataFrame Module
    • Filter Control Message Module
    • Filter Detections Module
    • FromControlMessage Module
    • MLflow Model Writer Module
    • Batch Data Payload Module
    • Serialize Module
    • ToControlMessage Module
    • Write to Elasticsearch Module
    • WriteToFile Module
    • DFP Data Prep Module
    • DFP Deployment Module
    • dfp_inference_pipe
    • DFP Inference Module
    • DFP Monitor Module
    • DFP Post-processing Module
    • dfp_preproc
    • DFP Rolling Window Module
    • DFP Split Users Module
    • DFP Training Pipe Module
    • DFP Training Module
    • Pre-inference Module
    • Pre-inference Module
    • Spear Phishing Email Enrichment Module
    • Spear Phishing Inference Module
    • Inference Intent
    • Spear Phishing Email Scoring Module
    • Spear Phishing Inference Pipeline Preprocessing Module
    • Spear Phishing Sender Sketch Aggregator Module
    • SQL Sender Sketch Query Constructor Module
    • Sender Sketch Update Module

Morpheus Loaders

  • Loaders
    • File to DataFrame Loader
    • Filesystem Spec Loader
    • SQL Loader
    • REST to DataFrame Loader

Extra Information

  • Glossary of Common Morpheus Terms
  • Performance
  • Troubleshooting
  • Known Issues
  • Code of Conduct
  • License
  • Examples
  • LLM
  • LLM

LLM#

  • completion

  • vdb_upload

  • rag

  • agents

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Example cyBERT Morpheus Pipeline for Apache Log Parsing
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