uncertainty-engine-types 0.5.0

Common type definitions for the Uncertainty Engine

Types

Common types definitions for the Uncertainty Engine. This library should be used by other packages to ensure consistency in the types used across the Uncertainty Engine.

Overview

Execution & Error Handling

• ExecutionError
  Exception raised to indicate execution errors.

Graph & Node Types

• Graph
  Represents a collection of nodes and their connections.
• NodeElement
  Defines a node with a type and associated inputs.
• NodeId
  A unique identifier for nodes.
• SourceHandle & TargetHandle
  Strings used to reference node connections.

Node Handles

• Handle
  Represents a node handle in the format node.handle and validates this structure.

Language Learning Models (LLMs)

• LLMProvider
  Enum listing supported LLM providers.
• LLMConfig
  Manages connections to LLMs based on the chosen provider and configuration.

Messaging

• Message
  Represents a message with a role and content, used for interactions with LLMs.

TwinLab Models

• MachineLearningModel
  Represents a model configuration including metadata.

Node Metadata

• NodeInputInfo
  Describes the properties of a node's input.
• NodeOutputInfo
  Describes the properties of a node's output.
• NodeInfo
  Aggregates metadata for a node, including inputs and outputs.

Sensor Design

• SensorDesigner
  Defines sensor configuration and provides functionality to load sensor data.
• save_sensor_designer
  Function to persist a sensor designer configuration.

SQL Database Types

• SQLKind
  Enum listing supported SQL database types.
• SQLConfig
  Configures connections and operations for SQL databases.

Tabular Data

• TabularData
  Represents CSV-based data and includes functionality to load it into a pandas DataFrame.

Token Types

• Token
  Enum representing token types, such as TRAINING and STANDARD.

Vector Stores

• VectorStoreProvider
  Enum for supported vector store providers.
• VectorStoreConfig
  Configures connections to vector stores.