Functions — github.com/Nardien/agent-distillation

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Functions494 in github.com/Nardien/agent-distillation

⨍ Functions 494◇ Types & classes 93 ↳ Endpoints 1

↓ 2 callersFunctionnumeric_equal

(prediction: float, reference: float)

exps_research/unified_framework/math_utils/qwen_math_parser.py:824

↓ 2 callersFunctionnumeric_equal

(prediction: float, reference: float)

exps_research/unified_framework/math_utils/qwen_math_grader.py:275

↓ 2 callersFunctionnumeric_equal

(prediction: float, reference: float)

exps_research/unified_framework/processors/qwen_math_parser.py:824

↓ 2 callersFunctionparse_code_blobs

Extract code blocs from the LLM's output. If a valid code block is passed, it returns it directly. Args: text (`str`): LLM's output

src/smolagents/utils.py:176

↓ 2 callersFunctionparse_json_if_needed

(arguments: Union[str, dict])

src/smolagents/models.py:118

↓ 2 callersMethodreset

(self)

src/smolagents/monitoring.py:51

↓ 2 callersMethodroles

(cls)

src/smolagents/models.py:136

↓ 2 callersMethodsanitize_argument_for_prediction

(self, arg)

src/smolagents/tools.py:565

↓ 2 callersMethodsave

Saves the image to a file. Args: output_bytes (bytes): The output bytes to save the image to. format (str): T

src/smolagents/agent_types.py:163

↓ 2 callersMethodsave

Saves the relevant code files for your tool so it can be pushed to the Hub. This will copy the code of your tool in `output_dir` as w

src/smolagents/tools.py:266

↓ 2 callersFunctionscore_qa_results

Score all QA results in the given folder using multiple threads Args: log_folder: Path to the folder containing the results m

exps_research/unified_framework/score_answers.py:175

↓ 2 callersMethodsetup

Overwrite this method here for any operation that is expensive and needs to be executed before you start using your tool. Such as loa

src/smolagents/tools.py:195

↓ 2 callersFunctionsetup_model

Initialize a model for experiments Args: model_type: Type of model to use ("openai" or "vllm") model_id: Model ID to use

exps_research/unified_framework/models.py:17

↓ 2 callersFunctiontypewriter

Print text like a typewriter effect.

examples/quick_start.py:18

↓ 2 callersFunctionvalidate_tool_attributes

Validates that a Tool class follows the proper patterns: 0. Any argument of __init__ should have a default. Args chosen at init are not t

src/smolagents/tool_validation.py:146

↓ 1 callersMethod__init__

( self, tools: List[Tool], model: Callable[[List[Dict[str, str]]], ChatMessage],

src/smolagents/agents.py:1357

↓ 1 callersMethod__init__

(self, additional_imports: List[str], logger, **kwargs)

src/smolagents/remote_executors.py:105

↓ 1 callersMethod__init__

(self, *args, **kwargs)

src/smolagents/tools.py:109

↓ 1 callersMethod_batch_search

(self, query_list: List[str], num: int, return_score: bool)

search/retriever_server.py:146

↓ 1 callersMethod_check_contain_doc

(self)

search/retriever_server.py:165

↓ 1 callersMethod_check_init_function_parameters

(self, node)

src/smolagents/tool_validation.py:195

↓ 1 callersMethod_create_action_step

(self, step_start_time: float, images: List["PIL.Image.Image"] | None)

src/smolagents/agents.py:388

↓ 1 callersMethod_create_planning_step

(self, task, is_first_step: bool, step: int)

src/smolagents/agents.py:432

↓ 1 callersMethod_execute_step

(self, task: str, memory_step: ActionStep)

src/smolagents/agents.py:391

↓ 1 callersMethod_finalize_step

(self, memory_step: ActionStep, step_start_time: float)

src/smolagents/agents.py:405

↓ 1 callersFunction_fix_a_slash_b

(string)

exps_research/unified_framework/math_utils/qwen_math_parser.py:69

↓ 1 callersFunction_fix_a_slash_b

(string)

exps_research/unified_framework/processors/qwen_math_parser.py:69

↓ 1 callersFunction_fix_fracs

(string)

exps_research/unified_framework/math_utils/qwen_math_parser.py:37

↓ 1 callersFunction_fix_fracs

(string)

exps_research/unified_framework/processors/qwen_math_parser.py:37

↓ 1 callersFunction_fix_sqrt

(string)

exps_research/unified_framework/math_utils/qwen_math_parser.py:86

↓ 1 callersFunction_fix_sqrt

(string)

exps_research/unified_framework/processors/qwen_math_parser.py:86

↓ 1 callersFunction_get_json_schema_type

(param_type: str)

src/smolagents/_function_type_hints_utils.py:379

↓ 1 callersMethod_handle_max_steps_reached

(self, task: str, images: List["PIL.Image.Image"], step_start_time: float)

src/smolagents/agents.py:415

↓ 1 callersMethod_initialize_hub_repo

Initialize repository on Hugging Face Hub.

src/smolagents/tools.py:337

↓ 1 callersFunction_parse_google_format_docstring

Parses a Google-style docstring to extract the function description, argument descriptions, and return description. Args: docstr

src/smolagents/_function_type_hints_utils.py:241

↓ 1 callersFunction_parse_type_hint

(hint: str)

src/smolagents/_function_type_hints_utils.py:303

↓ 1 callersMethod_prepare_hub_files

Prepare files for Hub commit.

src/smolagents/tools.py:350

↓ 1 callersMethod_search

(self, query: str, num: int, return_score: bool)

search/retriever_server.py:143

↓ 1 callersMethod_search

(self, query: str, num: int = None, return_score: bool = False)

search/retriever_server.py:168

↓ 1 callersMethod_send_execute_request

Send code execution request to kernel.

src/smolagents/remote_executors.py:309

↓ 1 callersMethod_setup_managed_agents

(self, managed_agents)

src/smolagents/agents.py:243

↓ 1 callersMethod_setup_tools

(self, tools, add_base_tools)

src/smolagents/agents.py:251

↓ 1 callersMethod_substitute_state_variables

Replace string values in arguments with their corresponding state values if they exist.

src/smolagents/agents.py:1265

↓ 1 callersFunction_test_math_equal

()

exps_research/unified_framework/math_utils/qwen_math_grader.py:360

↓ 1 callersMethod_validate_final_answer

(self, final_answer: Any)

src/smolagents/agents.py:398

↓ 1 callersMethod_validate_name

(self, name: str | None)

src/smolagents/agents.py:238

↓ 1 callersMethod_validate_tools_and_managed_agents

(self, tools, managed_agents)

src/smolagents/agents.py:264

↓ 1 callersMethodbatch_search

(self, query_list: List[str], num: int = None, return_score: bool = False)

search/retriever_server.py:152

↓ 1 callersFunctioncalculate_cost

Calculate cost based on GPT-4 pricing

exps_research/unified_framework/score_answers.py:37

↓ 1 callersFunctioncall_with_timeout

(func, *args, timeout=3, **kwargs)

exps_research/unified_framework/math_utils/qwen_math_parser.py:895

↓ 1 callersFunctioncall_with_timeout

(func, *args, timeout=1, **kwargs)

exps_research/unified_framework/math_utils/qwen_math_grader.py:346

↓ 1 callersFunctioncall_with_timeout

(func, *args, timeout=3, **kwargs)

exps_research/unified_framework/processors/qwen_math_parser.py:895

↓ 1 callersMethodcheck_code_integrity

(self, chat_message)

src/smolagents/agents.py:1435

↓ 1 callersFunctioncheck_two_system_messages

(messages)

exps_research/train_utils/preprocess.py:85

↓ 1 callersFunctionchoice_answer_clean

(pred: str)

exps_research/unified_framework/math_utils/qwen_math_grader.py:25

↓ 1 callersFunctionclean_roles

(messages)

exps_research/train_utils/preprocess.py:63

↓ 1 callersFunctionclean_user_message

(messages)

exps_research/train_utils/preprocess.py:80

↓ 1 callersFunctionconvert

(obj)

src/smolagents/models.py:47

↓ 1 callersFunctionconvert_pi_to_number

(code_string)

exps_research/unified_framework/math_utils/qwen_math_parser.py:463

↓ 1 callersFunctionconvert_pi_to_number

(code_string)

exps_research/unified_framework/processors/qwen_math_parser.py:463

↓ 1 callersFunctionconvert_word_number

(text: str)

exps_research/unified_framework/math_utils/qwen_math_parser.py:91

↓ 1 callersFunctionconvert_word_number

(text: str)

exps_research/unified_framework/processors/qwen_math_parser.py:91

↓ 1 callersFunctioncount_loop_depth

Recursively count the depth of nested loops in AST. Includes for-loops, while-loops, async-for, and comprehensions.

src/smolagents/local_python_executor.py:181

↓ 1 callersMethodcreate_app

(self)

src/smolagents/gradio_ui.py:267

↓ 1 callersMethodcreate_client

(self)

src/smolagents/models.py:1097

↓ 1 callersFunctioncreate_function

( func_def: ast.FunctionDef, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_

src/smolagents/local_python_executor.py:488

↓ 1 callersMethodcreate_models

Create model instances for all workers Args: max_workers: Number of worker threads/processes use_loc

exps_research/unified_framework/processors/base.py:153

↓ 1 callersMethodcreate_python_executor

(self)

src/smolagents/agents.py:1398

↓ 1 callersFunctiondetect_dangerous_calls

(expression: ast.AST, state=None)

src/smolagents/local_python_executor.py:222

↓ 1 callersFunctionevaluate_assert

( assert_node: ast.Assert, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_to

src/smolagents/local_python_executor.py:1149

↓ 1 callersFunctionevaluate_assign

( assign: ast.Assign, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_tools:

src/smolagents/local_python_executor.py:737

↓ 1 callersFunctionevaluate_attribute

( expression: ast.Attribute, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_

src/smolagents/local_python_executor.py:409

↓ 1 callersFunctionevaluate_augassign

( expression: ast.AugAssign, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_

src/smolagents/local_python_executor.py:606

↓ 1 callersFunctionevaluate_binop

( binop: ast.BinOp, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_tools: Di

src/smolagents/local_python_executor.py:697

↓ 1 callersFunctionevaluate_boolop

( node: ast.BoolOp, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_tools: Di

src/smolagents/local_python_executor.py:678

↓ 1 callersFunctionevaluate_call

( call: ast.Call, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_tools: Dict

src/smolagents/local_python_executor.py:792

↓ 1 callersFunctionevaluate_class_def

( class_def: ast.ClassDef, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_to

src/smolagents/local_python_executor.py:566

↓ 1 callersFunctionevaluate_condition

( condition: ast.Compare, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_too

src/smolagents/local_python_executor.py:914

↓ 1 callersFunctionevaluate_delete

Evaluate a delete statement (del x, del x[y]). Args: delete_node: The AST Delete node to evaluate state: The current state d

src/smolagents/local_python_executor.py:1322

↓ 1 callersFunctionevaluate_dictcomp

( dictcomp: ast.DictComp, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_too

src/smolagents/local_python_executor.py:1280

↓ 1 callersFunctionevaluate_for

( for_loop: ast.For, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_tools: D

src/smolagents/local_python_executor.py:978

↓ 1 callersFunctionevaluate_function_def

( func_def: ast.FunctionDef, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_

src/smolagents/local_python_executor.py:555

↓ 1 callersFunctionevaluate_if

( if_statement: ast.If, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_tools

src/smolagents/local_python_executor.py:956

↓ 1 callersFunctionevaluate_import

(expression, state, authorized_imports)

src/smolagents/local_python_executor.py:1244

↓ 1 callersFunctionevaluate_lambda

( lambda_expression: ast.Lambda, state: Dict[str, Any], static_tools: Dict[str, Callable], cus

src/smolagents/local_python_executor.py:442

↓ 1 callersFunctionevaluate_listcomp

( listcomp: ast.ListComp, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_too

src/smolagents/local_python_executor.py:1011

↓ 1 callersFunctionevaluate_name

( name: ast.Name, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_tools: Dict

src/smolagents/local_python_executor.py:893

↓ 1 callersFunctionevaluate_python_code

Evaluate a python expression using the content of the variables stored in a state and only evaluating a given set of functions. This fun

src/smolagents/local_python_executor.py:1515

↓ 1 callersFunctionevaluate_raise

( raise_node: ast.Raise, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_tool

src/smolagents/local_python_executor.py:1125

↓ 1 callersFunctionevaluate_setcomp

( setcomp: ast.SetComp, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_tools

src/smolagents/local_python_executor.py:1055

↓ 1 callersFunctionevaluate_subscript

( subscript: ast.Subscript, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_t

src/smolagents/local_python_executor.py:873

↓ 1 callersFunctionevaluate_try

( try_node: ast.Try, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_tools: D

src/smolagents/local_python_executor.py:1090

↓ 1 callersFunctionevaluate_unaryop

( expression: ast.UnaryOp, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_to

src/smolagents/local_python_executor.py:422

↓ 1 callersFunctionevaluate_while

( while_loop: ast.While, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_tool

src/smolagents/local_python_executor.py:466

↓ 1 callersFunctionevaluate_with

( with_node: ast.With, state: Dict[str, Any], static_tools: Dict[str, Callable], custom_tools:

src/smolagents/local_python_executor.py:1167

↓ 1 callersMethodexecute_tool_call

Execute a tool or managed agent with the provided arguments. The arguments are replaced with the actual values from the state if the

src/smolagents/agents.py:1274

↓ 1 callersFunctionextract_answer

(pred_str, data_name='math', use_last_number=True)

exps_research/unified_framework/math_utils/qwen_math_parser.py:485

↓ 1 callersFunctionextract_answer

(pred_str, data_name='math', use_last_number=True)

exps_research/unified_framework/processors/qwen_math_parser.py:485

↓ 1 callersFunctionfancy_intro

()

examples/quick_start.py:26

↓ 1 callersFunctionfind_majority_and_first_index

(lst)

exps_research/unified_framework/processors/reasoning.py:25

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