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Code Issues Actions 6 Packages Projects Releases Wiki Activity

feat: add prompt observability code (#2027)

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* feat: add prompt observability code

* feat: improve logic for llm call

* feat: add tests for traces

* feat: remove unused improt

* feat: add function to clear and add task traces

* feat: fix import

* feat:  chagne time

* feat: fix type checking issues

* feat: add fixed time to fix test

* feat: fix datetime test issue

* feat: add add task traces function

* feat: add same logic as entp

* feat: add start_time as reference for duplication of tool call

* feat: add max_depth

* feat: add protocols file to properly import on LLM

---------

Co-authored-by: Brandon Hancock (bhancock_ai) <109994880+bhancockio@users.noreply.github.com>
This commit is contained in:
Eduardo Chiarotti
2025-02-19 08:52:30 -03:00
committed by GitHub
parent 1cb5f57864
commit 90f1bee602
12 changed files with 1254 additions and 48 deletions
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20
src/crewai/tools/tool_usage.py
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@@ -2,6 +2,7 @@ import ast
import datetime
import json
import time
from datetime import UTC
from difflib import SequenceMatcher
from json import JSONDecodeError
from textwrap import dedent
@@ -116,7 +117,10 @@ class ToolUsage:
self._printer.print(content=f"\n\n{error}\n", color="red")
return error
if isinstance(tool, CrewStructuredTool) and tool.name == self._i18n.tools("add_image")["name"]: # type: ignore
if (
isinstance(tool, CrewStructuredTool)
and tool.name == self._i18n.tools("add_image")["name"] # type: ignore
):
try:
result = self._use(tool_string=tool_string, tool=tool, calling=calling)
return result
@@ -154,6 +158,7 @@ class ToolUsage:
self.task.increment_tools_errors()
started_at = time.time()
started_at_trace = datetime.datetime.now(UTC)
from_cache = False
result = None # type: ignore # Incompatible types in assignment (expression has type "None", variable has type "str")
@@ -181,7 +186,9 @@ class ToolUsage:
if calling.arguments:
try:
acceptable_args = tool.args_schema.model_json_schema()["properties"].keys() # type: ignore
acceptable_args = tool.args_schema.model_json_schema()[
"properties"
].keys() # type: ignore
arguments = {
k: v
for k, v in calling.arguments.items()
@@ -202,7 +209,7 @@ class ToolUsage:
error=e, tool=tool.name, tool_inputs=tool.description
)
error = ToolUsageErrorException(
f'\n{error_message}.\nMoving on then. {self._i18n.slice("format").format(tool_names=self.tools_names)}'
f"\n{error_message}.\nMoving on then. {self._i18n.slice('format').format(tool_names=self.tools_names)}"
).message
self.task.increment_tools_errors()
if self.agent.verbose:
@@ -244,6 +251,7 @@ class ToolUsage:
"result": result,
"tool_name": tool.name,
"tool_args": calling.arguments,
"start_time": started_at_trace,
}
self.on_tool_use_finished(
@@ -368,7 +376,7 @@ class ToolUsage:
raise
else:
return ToolUsageErrorException(
f'{self._i18n.errors("tool_arguments_error")}'
f"{self._i18n.errors('tool_arguments_error')}"
)
if not isinstance(arguments, dict):
@@ -376,7 +384,7 @@ class ToolUsage:
raise
else:
return ToolUsageErrorException(
f'{self._i18n.errors("tool_arguments_error")}'
f"{self._i18n.errors('tool_arguments_error')}"
)
return ToolCalling(
@@ -404,7 +412,7 @@ class ToolUsage:
if self.agent.verbose:
self._printer.print(content=f"\n\n{e}\n", color="red")
return ToolUsageErrorException( # type: ignore # Incompatible return value type (got "ToolUsageErrorException", expected "ToolCalling | InstructorToolCalling")
f'{self._i18n.errors("tool_usage_error").format(error=e)}\nMoving on then. {self._i18n.slice("format").format(tool_names=self.tools_names)}'
f"{self._i18n.errors('tool_usage_error').format(error=e)}\nMoving on then. {self._i18n.slice('format').format(tool_names=self.tools_names)}"
)
return self._tool_calling(tool_string)