Package List

Here are the packages with brief descriptions (if available):

[detail level 1234]

▼Nformatron
▼Nconfig	Configuration classes for Formatron
CEngineGenerationConfig	Configuration for how an KBNF engine should be used in text generation
▼Nextractor	Extractors for extracting data from generated strings
CChoiceExtractor	An extractor that uses multiple extractors to extract data
CExtractor	An abstract extractor that extracts data from a string and offers its KBNF rules definition
CLiteralExtractor	An extractor that extracts a literal string
CNonterminalExtractor	An extractor that extracts data corresponding to a nonterminal
CSubstringExtractor	An extractor that extracts a substring of a given string from the input string
▼Nformats	This subpackage contains modules that operate with concrete formats, like json
▼Njson	The module defines the JsonExtractor class, which is used to extract data from a string in JSON format
CJsonExtractor	An extractor that loads json data to an object from a string
▼Nregex	This module contains the RegexExtractor class, which is used to extract data using a regular expression
CRegexComplementExtractor	An extractor that extracts data by matching a regex complement
CRegexExtractor	An extractor that extracts a string using a regular expression
▼Nformatter	This module contains the Formatter class and its related classes
CFormatter
CFormatterBase	An abstract Formatter that enforces a format on the string generated by a language model
CFormatterBuilder	A builder for creating a Formatter
▼Nintegrations	This subpackage contains integrations with other frameworks and libraries
▼Nexllamav2	This module integrates the ExLlamaV2 library by providing convenience utilities
CFormatterFilter	ExLlamaV2Filter that uses a formatter to mask logits
▼NRWKV	This module integrates the RWKV library by providing convenience utilities
CPIPELINE	A wrapper for the pipeline of RWKV
CPIPELINE_ARGS	A wrapper for the arguments of the pipeline of RWKV
▼Ntransformers	This module integrates the transformers library by providing convenience utilities
CFormattersLogitsProcessor	Logit processor that uses formatters to mask batch logits
Nutils
▼Nvllm	This module integrates the vllm library by providing convenience utilities
CFormattersLogitsProcessor	Logit processor that uses formatters to mask batch logits
▼Nschemas	This subpackage contains modules that define schemas creation from various sources
▼Ndict_inference	This module contains utilities for inferring schemas from dictionaries
CFieldInfo
▼Njson_schema	This module contains utilities for creating schemas from JSON schemas
CFieldInfo
▼Npydantic	A module that implements the Schema interface using pydantic
CClassSchema	A wrapper for pydantic BaseModel that implements the Schema interface
CFieldInfo	A wrapper for pydantic FieldInfo
▼Nschema	This module contains the Schema abstract class and FieldInfo abstract class
CFieldInfo	An abstract field info that describes a data field in a schema
CSchema	An abstract schema that describes some data
CSubstringOf	A metadata class that indicates that the field is a substring of the given string
CTypeWithMetadata	A type with metadata