update interpolation to work with example response types in yaml docs

This commit is contained in:
Brandon Hancock
2025-03-20 10:58:18 -04:00
parent c62e6def62
commit 0e4e24d7d1
3 changed files with 99 additions and 73 deletions

View File

@@ -25,6 +25,7 @@ from crewai.tools.base_tool import BaseTool, Tool
from crewai.utilities import I18N, Logger, RPMController
from crewai.utilities.config import process_config
from crewai.utilities.converter import Converter
from crewai.utilities.formatter import interpolate_only
T = TypeVar("T", bound="BaseAgent")
@@ -333,9 +334,15 @@ class BaseAgent(ABC, BaseModel):
self._original_backstory = self.backstory
if inputs:
self.role = self._original_role.format(**inputs)
self.goal = self._original_goal.format(**inputs)
self.backstory = self._original_backstory.format(**inputs)
self.role = interpolate_only(
input_string=self._original_role, inputs=inputs
)
self.goal = interpolate_only(
input_string=self._original_goal, inputs=inputs
)
self.backstory = interpolate_only(
input_string=self._original_backstory, inputs=inputs
)
def set_cache_handler(self, cache_handler: CacheHandler) -> None:
"""Set the cache handler for the agent.

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@@ -2,6 +2,7 @@ import datetime
import inspect
import json
import logging
import re
import threading
import uuid
from concurrent.futures import Future
@@ -47,6 +48,7 @@ from crewai.utilities.events import (
TaskStartedEvent,
)
from crewai.utilities.events.crewai_event_bus import crewai_event_bus
from crewai.utilities.formatter import interpolate_only
from crewai.utilities.i18n import I18N
from crewai.utilities.printer import Printer
@@ -507,7 +509,9 @@ class Task(BaseModel):
return
try:
self.description = self._original_description.format(**inputs)
self.description = interpolate_only(
input_string=self._original_description, inputs=inputs
)
except KeyError as e:
raise ValueError(
f"Missing required template variable '{e.args[0]}' in description"
@@ -516,7 +520,7 @@ class Task(BaseModel):
raise ValueError(f"Error interpolating description: {str(e)}") from e
try:
self.expected_output = self.interpolate_only(
self.expected_output = interpolate_only(
input_string=self._original_expected_output, inputs=inputs
)
except (KeyError, ValueError) as e:
@@ -524,7 +528,7 @@ class Task(BaseModel):
if self.output_file is not None:
try:
self.output_file = self.interpolate_only(
self.output_file = interpolate_only(
input_string=self._original_output_file, inputs=inputs
)
except (KeyError, ValueError) as e:
@@ -555,72 +559,6 @@ class Task(BaseModel):
f"\n\n{conversation_instruction}\n\n{conversation_history}"
)
def interpolate_only(
self,
input_string: Optional[str],
inputs: Dict[str, Union[str, int, float, Dict[str, Any], List[Any]]],
) -> str:
"""Interpolate placeholders (e.g., {key}) in a string while leaving JSON untouched.
Args:
input_string: The string containing template variables to interpolate.
Can be None or empty, in which case an empty string is returned.
inputs: Dictionary mapping template variables to their values.
Supported value types are strings, integers, floats, and dicts/lists
containing only these types and other nested dicts/lists.
Returns:
The interpolated string with all template variables replaced with their values.
Empty string if input_string is None or empty.
Raises:
ValueError: If a value contains unsupported types
"""
# Validation function for recursive type checking
def validate_type(value: Any) -> None:
if value is None:
return
if isinstance(value, (str, int, float, bool)):
return
if isinstance(value, (dict, list)):
for item in value.values() if isinstance(value, dict) else value:
validate_type(item)
return
raise ValueError(
f"Unsupported type {type(value).__name__} in inputs. "
"Only str, int, float, bool, dict, and list are allowed."
)
# Validate all input values
for key, value in inputs.items():
try:
validate_type(value)
except ValueError as e:
raise ValueError(f"Invalid value for key '{key}': {str(e)}") from e
if input_string is None or not input_string:
return ""
if "{" not in input_string and "}" not in input_string:
return input_string
if not inputs:
raise ValueError(
"Inputs dictionary cannot be empty when interpolating variables"
)
try:
escaped_string = input_string.replace("{", "{{").replace("}", "}}")
for key in inputs.keys():
escaped_string = escaped_string.replace(f"{{{{{key}}}}}", f"{{{key}}}")
return escaped_string.format(**inputs)
except KeyError as e:
raise KeyError(
f"Template variable '{e.args[0]}' not found in inputs dictionary"
) from e
except ValueError as e:
raise ValueError(f"Error during string interpolation: {str(e)}") from e
def increment_tools_errors(self) -> None:
"""Increment the tools errors counter."""
self.tools_errors += 1

View File

@@ -1,4 +1,5 @@
from typing import List
import re
from typing import Any, Dict, List, Optional, Union
from crewai.task import Task
from crewai.tasks.task_output import TaskOutput
@@ -18,3 +19,83 @@ def aggregate_raw_outputs_from_tasks(tasks: List[Task]) -> str:
task_outputs = [task.output for task in tasks if task.output is not None]
return aggregate_raw_outputs_from_task_outputs(task_outputs)
def interpolate_only(
input_string: Optional[str],
inputs: Dict[str, Union[str, int, float, Dict[str, Any], List[Any]]],
) -> str:
"""Interpolate placeholders (e.g., {key}) in a string while leaving JSON untouched.
Only interpolates placeholders that follow the pattern {variable_name} where
variable_name starts with a letter/underscore and contains only letters, numbers, and underscores.
Args:
input_string: The string containing template variables to interpolate.
Can be None or empty, in which case an empty string is returned.
inputs: Dictionary mapping template variables to their values.
Supported value types are strings, integers, floats, and dicts/lists
containing only these types and other nested dicts/lists.
Returns:
The interpolated string with all template variables replaced with their values.
Empty string if input_string is None or empty.
Raises:
ValueError: If a value contains unsupported types or a template variable is missing
"""
# Validation function for recursive type checking
def validate_type(value: Any) -> None:
if value is None:
return
if isinstance(value, (str, int, float, bool)):
return
if isinstance(value, (dict, list)):
for item in value.values() if isinstance(value, dict) else value:
validate_type(item)
return
raise ValueError(
f"Unsupported type {type(value).__name__} in inputs. "
"Only str, int, float, bool, dict, and list are allowed."
)
# Validate all input values
for key, value in inputs.items():
try:
validate_type(value)
except ValueError as e:
raise ValueError(f"Invalid value for key '{key}': {str(e)}") from e
if input_string is None or not input_string:
return ""
if "{" not in input_string and "}" not in input_string:
return input_string
if not inputs:
raise ValueError(
"Inputs dictionary cannot be empty when interpolating variables"
)
# The regex pattern to find valid variable placeholders
# Matches {variable_name} where variable_name starts with a letter/underscore
# and contains only letters, numbers, and underscores
pattern = r"\{([A-Za-z_][A-Za-z0-9_]*)\}"
# Find all matching variables in the input string
variables = re.findall(pattern, input_string)
result = input_string
# Check if all variables exist in inputs
missing_vars = [var for var in variables if var not in inputs]
if missing_vars:
raise KeyError(
f"Template variable '{missing_vars[0]}' not found in inputs dictionary"
)
# Replace each variable with its value
for var in variables:
if var in inputs:
placeholder = "{" + var + "}"
value = str(inputs[var])
result = result.replace(placeholder, value)
return result