Package com.tnsai.parser

package com.tnsai.parser

LLM output parsing with retry and validation support.

Related Packages

Package	Description
com.tnsai	TnsAI Java SDK - A multi-agent framework with BDI architecture and Gaia methodology.

Class	Description
FormatAwareOutputParser<T>	Output parser that supports multiple formats (JSON, YAML, TOON, TONL).
FormatAwareOutputParser.Builder<T>	Builder for FormatAwareOutputParser with fluent API.
JsonOutputParser<T>	JSON-based output parser that converts LLM JSON output into Java objects.
JsonOutputParser.Builder<T>	Builder for JsonOutputParser.
OutputParser<T>	Type-safe output parser interface for parsing LLM responses into structured Java objects.
OutputValidator	Validates parsed output objects against field constraints.
OutputValidator.Max	Specifies maximum numeric value.
OutputValidator.MaxLength	Specifies maximum string length.
OutputValidator.Min	Specifies minimum numeric value.
OutputValidator.MinLength	Specifies minimum string length.
OutputValidator.NotEmpty	Marks a field as must not be empty.
OutputValidator.Pattern	Specifies a regex pattern for string validation.
OutputValidator.Required	Marks a field as required (must not be null).
OutputValidator.Size	Specifies size constraints for collections, arrays, or strings.
ParseException	Exception thrown when LLM output cannot be parsed into the expected type.
ParseResult<T>	Result of a parsing operation, containing either a successfully parsed value or error details.
RetryableParser<T>	Wrapper that adds retry-with-error-correction capability to any OutputParser.
RetryableParser.Builder<T>	Builder for RetryableParser.
RetryableParser.ParseAttempt	Record of a single parse attempt.