Index

_

__AUTHOR__ (in module hbllmutils.config.meta) __AUTHOR_EMAIL__ (in module hbllmutils.config.meta) __delattr__() (hbllmutils.model.fake.FakeLLMModel method) __DESCRIPTION__ (in module hbllmutils.config.meta) __eq__() (hbllmutils.history.history.LLMHistory method) (hbllmutils.model.base.LLMModel method) (hbllmutils.model.fake.FakeResponseSequence method) (hbllmutils.model.task.LLMTask method) __exceptions__ (hbllmutils.response.parsable.ParsableLLMTask attribute) __getitem__() (hbllmutils.history.history.LLMHistory method) __hash__() (hbllmutils.history.history.LLMHistory method) (hbllmutils.model.base.LLMModel method) (hbllmutils.model.fake.FakeResponseSequence method) (hbllmutils.model.task.LLMTask method) (hbllmutils.template.matcher.BaseMatcher method) (hbllmutils.template.matcher_pair.BaseMatcherPair method) __init__() (hbllmutils.entry.base.KeyboardInterrupted method) (hbllmutils.history.history.LLMHistory method) (hbllmutils.manage.config.LLMConfig method) (hbllmutils.meta.code.imp.ImportVisitor method) (hbllmutils.meta.code.task.PythonCodeGenerationLLMTask method) (hbllmutils.meta.code.task.PythonDetailedCodeGenerationLLMTask method) (hbllmutils.meta.code.unittest_generation.UnittestCodeGenerationLLMTask method) (hbllmutils.model.fake.FakeLLMModel method) (hbllmutils.model.fake.FakeResponseSequence method) (hbllmutils.model.remote.RemoteLLMModel method) (hbllmutils.model.stream.ResponseStream method) (hbllmutils.model.task.LLMTask method) (hbllmutils.response.datamodel.DataModelLLMTask method) (hbllmutils.response.parsable.OutputParseFailed method) (hbllmutils.response.parsable.ParsableLLMTask method) (hbllmutils.template.matcher.BaseMatcher method) (hbllmutils.template.matcher_pair.BaseMatcherPair method) (hbllmutils.template.quick.QuickPromptTemplate method) (hbllmutils.template.render.PromptTemplate method)

__iter__() (hbllmutils.model.stream.ResponseStream method) __len__() (hbllmutils.history.history.LLMHistory method) __post_init__() (hbllmutils.meta.code.object.ObjectInspect method) (hbllmutils.meta.code.source.SourceInfo method) (hbllmutils.meta.datamodel.prompt.DataModelInspect method) (hbllmutils.testing.base.MultiBinaryTestResult method) __repr__() (hbllmutils.model.fake.FakeLLMModel method) (hbllmutils.model.fake.FakeResponseSequence method) (hbllmutils.model.remote.RemoteLLMModel method) (hbllmutils.template.matcher.BaseMatcher method) (hbllmutils.template.matcher_pair.BaseMatcherPair method) __setattr__() (hbllmutils.model.fake.FakeLLMModel method) __str__() (hbllmutils.meta.code.imp.FromImportStatement method) (hbllmutils.meta.code.imp.ImportStatement method) (hbllmutils.template.matcher.BaseMatcher method) (hbllmutils.template.matcher_pair.BaseMatcherPair method) __TITLE__ (in module hbllmutils.config.meta) __VERSION__ (in module hbllmutils.config.meta)

A

add_builtins_to_env() (in module hbllmutils.template.env) add_settings_for_env() (in module hbllmutils.template.env) advance() (hbllmutils.model.fake.FakeResponseSequence method) analyze_imports() (in module hbllmutils.meta.code.imp) ask() (hbllmutils.model.base.LLMModel method) (hbllmutils.model.fake.FakeLLMModel method) (hbllmutils.model.remote.RemoteLLMModel method) (hbllmutils.model.task.LLMTask method)

ask_stream() (hbllmutils.model.base.LLMModel method) (hbllmutils.model.fake.FakeLLMModel method) (hbllmutils.model.remote.RemoteLLMModel method) (hbllmutils.model.task.LLMTask method) ask_then_parse() (hbllmutils.response.parsable.ParsableLLMTask method) auto_decode() (in module hbllmutils.template.decode)

B

BaseMatcher (class in hbllmutils.template.matcher) BaseMatcherPair (class in hbllmutils.template.matcher_pair)

BinaryTest (class in hbllmutils.testing.base) BinaryTestResult (class in hbllmutils.testing.base) build_python_project_tree() (in module hbllmutils.meta.code.tree)

C

check_ignore_or_not() (hbllmutils.meta.code.imp.FromImportStatement method) (hbllmutils.meta.code.imp.ImportStatement method) class_name (hbllmutils.meta.datamodel.prompt.DataModelInspect property) class_names (hbllmutils.meta.datamodel.prompt.RelatedReferencedFile property) clear_rules() (hbllmutils.model.fake.FakeLLMModel method) cli (in module hbllmutils.entry.cli), [1] ClickErrorException (class in hbllmutils.entry.base) ClickWarningException (class in hbllmutils.entry.base) clone() (hbllmutils.history.history.LLMHistory method) command_wrap() (in module hbllmutils.entry.base) complete_todo_for_file() (in module hbllmutils.entry.code.todo)

content (hbllmutils.model.stream.ResponseStream property) CONTEXT_SETTINGS (in module hbllmutils.entry.base) create_datamodel_prompt_generation_task() (in module hbllmutils.meta.datamodel.task) create_datamodel_task() (in module hbllmutils.response.datamodel) create_env() (in module hbllmutils.template.env) create_llm_message() (in module hbllmutils.history.history) create_message() (hbllmutils.model.remote.RemoteLLMModel method) create_meta_prompt_for_datamodel() (in module hbllmutils.meta.datamodel.prompt) create_pydoc_generation_task() (in module hbllmutils.meta.code.pydoc_generation) create_todo_completion_task() (in module hbllmutils.meta.code.todo_completion) create_unittest_generation_task() (in module hbllmutils.meta.code.unittest_generation) current_index (hbllmutils.model.fake.FakeResponseSequence property)

D

DataModelInspect (class in hbllmutils.meta.datamodel.prompt) DataModelLLMTask (class in hbllmutils.response.datamodel) DEFAULT_CONTENT_SPLITTER (in module hbllmutils.model.stream) DEFAULT_REASONING_SPLITTER (in module hbllmutils.model.stream)

dict() (hbllmutils.template.matcher.BaseMatcher method) (hbllmutils.template.matcher_pair.BaseMatcherPair method) dump_json() (hbllmutils.history.history.LLMHistory method) dump_yaml() (hbllmutils.history.history.LLMHistory method)

E

exists() (hbllmutils.template.matcher.BaseMatcher class method)

exit_code (hbllmutils.entry.base.KeyboardInterrupted attribute) extract_code() (in module hbllmutils.response.code)

F

FakeLLMModel (class in hbllmutils.model.fake) FakeResponseSequence (class in hbllmutils.model.fake) FakeResponseStream (class in hbllmutils.model.fake)

FakeResponseTyping (in module hbllmutils.model.fake) from_file() (hbllmutils.template.render.PromptTemplate class method) FromImportStatement (class in hbllmutils.meta.code.imp)

G

generate() (hbllmutils.meta.code.unittest_generation.UnittestCodeGenerationLLMTask method) generate_pydoc_for_file() (in module hbllmutils.entry.code.pydoc) generate_unittest_for_file() (in module hbllmutils.entry.code.unittest) get_class_info() (in module hbllmutils.meta.datamodel.prompt) get_global_logger() (in module hbllmutils.utils.logging) get_model_params() (hbllmutils.manage.config.LLMConfig method) get_module_info() (in module hbllmutils.meta.code.pypi) get_object_info() (in module hbllmutils.meta.code.object)

get_package_from_import() (in module hbllmutils.meta.code.module) get_package_name() (in module hbllmutils.meta.code.module) get_prompt_for_source_file() (in module hbllmutils.meta.code.prompt) get_prompt_samples() (in module hbllmutils.meta.datamodel.sample) get_pypi_downloads() (in module hbllmutils.meta.code.pypi_downloads) get_pypi_info() (in module hbllmutils.meta.code.pypi) get_python_project_tree_text() (in module hbllmutils.meta.code.tree) get_pythonpath_of_source_file() (in module hbllmutils.meta.code.module) get_source_info() (in module hbllmutils.meta.code.source)

H

has_more_responses (hbllmutils.model.fake.FakeResponseSequence property) has_source (hbllmutils.meta.code.object.ObjectInspect property) hbllmutils module hbllmutils() (in module hbllmutils.entry.dispatch) hbllmutils.config module hbllmutils.config.meta module hbllmutils.entry module hbllmutils.entry.base module hbllmutils.entry.cli module hbllmutils.entry.code module hbllmutils.entry.code.dispatch module hbllmutils.entry.code.pydoc module hbllmutils.entry.code.todo module hbllmutils.entry.code.unittest module hbllmutils.entry.dispatch module hbllmutils.history module hbllmutils.history.history module hbllmutils.history.image module hbllmutils.manage module hbllmutils.manage.config module hbllmutils.meta module hbllmutils.meta.code module hbllmutils.meta.code.imp module hbllmutils.meta.code.module module hbllmutils.meta.code.object module hbllmutils.meta.code.prompt module hbllmutils.meta.code.pydoc_generation module hbllmutils.meta.code.pypi module hbllmutils.meta.code.pypi_downloads module hbllmutils.meta.code.source module hbllmutils.meta.code.task module hbllmutils.meta.code.todo_completion module hbllmutils.meta.code.tree module

hbllmutils.meta.code.unittest_generation module hbllmutils.meta.datamodel module hbllmutils.meta.datamodel.prompt module hbllmutils.meta.datamodel.sample module hbllmutils.meta.datamodel.task module hbllmutils.model module hbllmutils.model.base module hbllmutils.model.fake module hbllmutils.model.load module hbllmutils.model.remote module hbllmutils.model.stream module hbllmutils.model.task module hbllmutils.response module hbllmutils.response.code module hbllmutils.response.datamodel module hbllmutils.response.parsable module hbllmutils.template module hbllmutils.template.decode module hbllmutils.template.env module hbllmutils.template.matcher module hbllmutils.template.matcher_pair module hbllmutils.template.quick module hbllmutils.template.render module hbllmutils.testing module hbllmutils.testing.alive module hbllmutils.testing.base module hbllmutils.utils module hbllmutils.utils.hashable module hbllmutils.utils.logging module hbllmutils.utils.truncate module hello() (in module hbllmutils.testing.alive)

I

ImportSource (class in hbllmutils.meta.code.source) ImportStatement (class in hbllmutils.meta.code.imp) ImportStatementTyping (in module hbllmutils.meta.code.imp) ImportVisitor (class in hbllmutils.meta.code.imp) is_ended (hbllmutils.model.stream.ResponseStream property) is_entered (hbllmutils.model.stream.ResponseStream property) is_file_should_ignore() (in module hbllmutils.meta.code.tree)

is_hot_pypi_project() (in module hbllmutils.meta.code.pypi_downloads) is_python_code() (in module hbllmutils.meta.code.prompt) is_python_file() (in module hbllmutils.meta.code.prompt) is_relative (hbllmutils.meta.code.imp.FromImportStatement property) is_standard_library() (in module hbllmutils.meta.code.pypi) is_third_party (hbllmutils.meta.code.pypi.PyPIModuleInfo property) is_wildcard (hbllmutils.meta.code.imp.FromImportStatement property)

K

KeyboardInterrupted (class in hbllmutils.entry.base)

L

LLMConfig (class in hbllmutils.manage.config) LLMContentTyping (in module hbllmutils.history.history) LLMHistory (class in hbllmutils.history.history) LLMModel (class in hbllmutils.model.base) LLMModelTyping (in module hbllmutils.model.load) LLMRoleTyping (in module hbllmutils.history.history)

LLMTask (class in hbllmutils.model.task) load_json() (hbllmutils.history.history.LLMHistory class method) load_llm_model() (in module hbllmutils.model.load) load_llm_model_from_config() (in module hbllmutils.model.load) load_yaml() (hbllmutils.history.history.LLMHistory class method) log_pformat() (in module hbllmutils.utils.truncate)

M

match() (hbllmutils.template.matcher.BaseMatcher class method) match_all() (hbllmutils.template.matcher.BaseMatcher class method) (hbllmutils.template.matcher_pair.BaseMatcherPair class method) models (hbllmutils.manage.config.LLMConfig property) module hbllmutils hbllmutils.config hbllmutils.config.meta hbllmutils.entry hbllmutils.entry.base hbllmutils.entry.cli hbllmutils.entry.code hbllmutils.entry.code.dispatch hbllmutils.entry.code.pydoc hbllmutils.entry.code.todo hbllmutils.entry.code.unittest hbllmutils.entry.dispatch hbllmutils.history hbllmutils.history.history hbllmutils.history.image hbllmutils.manage hbllmutils.manage.config hbllmutils.meta hbllmutils.meta.code hbllmutils.meta.code.imp hbllmutils.meta.code.module hbllmutils.meta.code.object hbllmutils.meta.code.prompt hbllmutils.meta.code.pydoc_generation hbllmutils.meta.code.pypi hbllmutils.meta.code.pypi_downloads hbllmutils.meta.code.source hbllmutils.meta.code.task hbllmutils.meta.code.todo_completion hbllmutils.meta.code.tree hbllmutils.meta.code.unittest_generation hbllmutils.meta.datamodel hbllmutils.meta.datamodel.prompt hbllmutils.meta.datamodel.sample hbllmutils.meta.datamodel.task hbllmutils.model hbllmutils.model.base hbllmutils.model.fake hbllmutils.model.load hbllmutils.model.remote hbllmutils.model.stream hbllmutils.model.task hbllmutils.response hbllmutils.response.code hbllmutils.response.datamodel hbllmutils.response.parsable hbllmutils.template hbllmutils.template.decode hbllmutils.template.env hbllmutils.template.matcher hbllmutils.template.matcher_pair hbllmutils.template.quick hbllmutils.template.render hbllmutils.testing hbllmutils.testing.alive hbllmutils.testing.base hbllmutils.utils hbllmutils.utils.hashable hbllmutils.utils.logging hbllmutils.utils.truncate

module_file (hbllmutils.meta.code.imp.ImportStatement property) MultiBinaryTestResult (class in hbllmutils.testing.base)

N

name (hbllmutils.meta.code.object.ObjectInspect property)

O

obj_hashable() (in module hbllmutils.utils.hashable) ObjectInspect (class in hbllmutils.meta.code.object) open() (hbllmutils.manage.config.LLMConfig class method) open_from_directory() (hbllmutils.manage.config.LLMConfig class method)

open_from_yaml() (hbllmutils.manage.config.LLMConfig class method) OpenAIResponseStream (class in hbllmutils.model.stream) OutputParseFailed (class in hbllmutils.response.parsable) OutputParseWithException (class in hbllmutils.response.parsable)

P

package_name (hbllmutils.meta.code.object.ObjectInspect property) (hbllmutils.meta.code.source.SourceInfo property) ParsableLLMTask (class in hbllmutils.response.parsable) parse_json() (in module hbllmutils.response.code) parse_key_value_params() (in module hbllmutils.entry.base) ping() (in module hbllmutils.testing.alive) pkg_resources (in module hbllmutils.meta.code.pypi) print_exception() (in module hbllmutils.entry.base)

print_version() (in module hbllmutils.entry.dispatch) PromptMatcher (class in hbllmutils.meta.datamodel.sample) PromptSamplePair (class in hbllmutils.meta.datamodel.sample) PromptTemplate (class in hbllmutils.template.render) PyMatcher (class in hbllmutils.meta.datamodel.sample) PyPIModuleInfo (class in hbllmutils.meta.code.pypi) PythonCodeGenerationLLMTask (class in hbllmutils.meta.code.task) PythonDetailedCodeGenerationLLMTask (class in hbllmutils.meta.code.task)

Q

quick_render() (in module hbllmutils.template.quick)

QuickPromptTemplate (class in hbllmutils.template.quick)

R

reasoning_content (hbllmutils.model.stream.ResponseStream property) RelatedReferencedFile (class in hbllmutils.meta.datamodel.prompt) RemoteLLMModel (class in hbllmutils.model.remote) render() (hbllmutils.template.render.PromptTemplate method) reset() (hbllmutils.model.fake.FakeResponseSequence method) response() (hbllmutils.model.fake.FakeResponseSequence method) response_always() (hbllmutils.model.fake.FakeLLMModel method)

response_sequence() (hbllmutils.model.fake.FakeLLMModel method) response_when() (hbllmutils.model.fake.FakeLLMModel method) response_when_keyword_in_last_message() (hbllmutils.model.fake.FakeLLMModel method) ResponseStream (class in hbllmutils.model.stream) root_module (hbllmutils.meta.code.imp.ImportStatement property) rule_check() (hbllmutils.model.fake.FakeResponseSequence method) rules_count (hbllmutils.model.fake.FakeLLMModel property)

S

show() (hbllmutils.entry.base.ClickErrorException method) (hbllmutils.entry.base.ClickWarningException method) source_code (hbllmutils.meta.code.object.ObjectInspect property) (hbllmutils.meta.code.source.SourceInfo property) (hbllmutils.meta.datamodel.prompt.DataModelInspect property)

source_file_code (hbllmutils.meta.code.object.ObjectInspect property) (hbllmutils.meta.datamodel.prompt.DataModelInspect property) (hbllmutils.meta.datamodel.prompt.RelatedReferencedFile property) SourceInfo (class in hbllmutils.meta.code.source) stream_wps (hbllmutils.model.fake.FakeLLMModel property)

T

test() (hbllmutils.testing.base.BinaryTest method) to_blob_url() (in module hbllmutils.history.image) to_json() (hbllmutils.history.history.LLMHistory method)

total_responses (hbllmutils.model.fake.FakeResponseSequence property) truncate_dict() (in module hbllmutils.utils.truncate) tuple() (hbllmutils.template.matcher.BaseMatcher method) (hbllmutils.template.matcher_pair.BaseMatcherPair method)

U

UnittestCodeGenerationLLMTask (class in hbllmutils.meta.code.unittest_generation)

V

values_dict() (hbllmutils.template.matcher_pair.BaseMatcherPair method) values_tuple() (hbllmutils.template.matcher_pair.BaseMatcherPair method)

visit_Import() (hbllmutils.meta.code.imp.ImportVisitor method) visit_ImportFrom() (hbllmutils.meta.code.imp.ImportVisitor method)

W

windows_chinese_encodings (in module hbllmutils.template.decode) with_assistant_message() (hbllmutils.history.history.LLMHistory method) with_message() (hbllmutils.history.history.LLMHistory method)

with_stream_wps() (hbllmutils.model.fake.FakeLLMModel method) with_system_prompt() (hbllmutils.history.history.LLMHistory method) with_user_message() (hbllmutils.history.history.LLMHistory method)