diff --git a/agents-api/agents_api/activities/task_steps/base_evaluate.py b/agents-api/agents_api/activities/task_steps/base_evaluate.py index 0e3fb3b44..fe99e2f72 100644 --- a/agents-api/agents_api/activities/task_steps/base_evaluate.py +++ b/agents-api/agents_api/activities/task_steps/base_evaluate.py @@ -4,13 +4,33 @@ from beartype import beartype from box import Box from openai import BaseModel +from simpleeval import NameNotDefined from temporalio import activity +from thefuzz import fuzz from ...common.storage_handler import auto_blob_store from ...env import testing from ..utils import get_evaluator +class EvaluateError(Exception): + def __init__(self, error, expression, values): + error_message = error.message if hasattr(error, "message") else str(error) + message = error_message + + # Catch a possible jinja template error + if "unhashable" in error_message and "{{" in expression: + message += "\nSuggestion: It seems like you used a jinja template, did you mean to use a python expression?" + + # Catch a possible misspell in a variable name + if isinstance(error, NameNotDefined): + misspelledName = error_message.split("'")[1] + for variableName in values.keys(): + if fuzz.ratio(variableName, misspelledName) >= 90.0: + message += f"\nDid you mean '{variableName}' instead of '{misspelledName}'?" + super().__init__(message) + + @auto_blob_store @beartype async def base_evaluate( @@ -47,22 +67,32 @@ async def base_evaluate( evaluator = get_evaluator(names=values, extra_functions=extra_lambdas) + chosen_expression = "" + try: result = None match exprs: case str(): + chosen_expression = exprs result = evaluator.eval(exprs) case list(): - result = [evaluator.eval(expr) for expr in exprs] + result = [] + for expr in exprs: + chosen_expression = expr + result.append(evaluator.eval(expr)) case dict() as d if all( isinstance(v, dict) or isinstance(v, str) for v in d.values() ): - result = { - k: {ik: evaluator.eval(iv) for ik, iv in v.items()} - if isinstance(v, dict) - else evaluator.eval(v) - for k, v in d.items() - } + result = {} + for k, v in d.items(): + if isinstance(v, str): + chosen_expression = v + result[k] = evaluator.eval(v) + else: + result[k] = {} + for k1, v1 in v.items(): + chosen_expression = v1 + result[k][k1] = evaluator.eval(v1) case _: raise ValueError(f"Invalid expression: {exprs}") @@ -71,7 +101,8 @@ async def base_evaluate( except BaseException as e: if activity.in_activity(): activity.logger.error(f"Error in base_evaluate: {e}") - raise + newException = EvaluateError(e, chosen_expression, values) + raise newException from e # Note: This is here just for clarity. 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