refiner

Attributes

log

Classes

JanusRefiner
FixParserExceptions
ReflectionRefiner
HallucinationRefiner

Module Contents

refiner.log

class refiner.JanusRefiner

Bases: janus.parsers.parser.JanusParser

parser: janus.parsers.parser.JanusParser

parse_runnable(input)

Parameters:

input (dict[str, Any]) –

Return type:

Any

parse_completion(completion, **kwargs)

Parameters:

completion (str) –

Return type:

Any

abstract parse(text)

Parameters:

text (str) –

Return type:

str

class refiner.FixParserExceptions(llm, parser, max_retries)

Bases: JanusRefiner, langchain.output_parsers.RetryWithErrorOutputParser

Parameters:

• llm (janus.llm.models_info.JanusModel) –

• parser (janus.parsers.parser.JanusParser) –

• max_retries (int) –

parse_completion(completion, prompt_value, **kwargs)

Parameters:

• completion (str) –

• prompt_value (langchain_core.prompt_values.PromptValue) –

Return type:

Any

class refiner.ReflectionRefiner(llm, parser, max_retries, prompt_template_name='refinement/reflection')

Bases: JanusRefiner

Parameters:

• llm (janus.llm.models_info.JanusModel) –

• parser (janus.parsers.parser.JanusParser) –

• max_retries (int) –

• prompt_template_name (str) –

max_retries: int

reflection_chain: langchain_core.runnables.RunnableSerializable

revision_chain: langchain_core.runnables.RunnableSerializable

reflection_prompt_name: str

parse_completion(completion, prompt_value, **kwargs)

Parameters:

• completion (str) –

• prompt_value (langchain_core.prompt_values.PromptValue) –

Return type:

Any

class refiner.HallucinationRefiner(**kwargs)

Bases: ReflectionRefiner