mirror of
https://github.com/crewAIInc/crewAI.git
synced 2026-01-10 00:28:31 +00:00
Supporting no-code Guardrail creation (#2636)
* feat: support to define a guardrail task no-code * feat: add auto-discovery for Guardrail code execution mode * feat: handle malformed or invalid response from CodeInterpreterTool * feat: allow to set unsafe_mode from Guardrail task * feat: renaming GuardrailTask to TaskGuardrail * feat: ensure guardrail is callable while initializing Task * feat: remove Docker availability check from TaskGuardrail The CodeInterpreterTool already ensures compliance with this requirement. * refactor: replace if/raise with assert For this use case `assert` is more appropriate choice * test: remove useless or duplicated test * fix: attempt to fix type-checker * feat: support to define a task guardrail using YAML config * refactor: simplify TaskGuardrail to use LLM for validation, no code generation * docs: update TaskGuardrail doc strings * refactor: drop task paramenter from TaskGuardrail This parameter was used to get the model from the `task.agent` which is a quite bit redudant since we could propagate the llm directly
This commit is contained in:
250
tests/cassettes/test_task_guardrail_process_output.yaml
Normal file
250
tests/cassettes/test_task_guardrail_process_output.yaml
Normal file
@@ -0,0 +1,250 @@
|
||||
interactions:
|
||||
- request:
|
||||
body: '{"messages": [{"role": "system", "content": "You are Guardrail Agent. You
|
||||
are a expert at validating the output of a task. By providing effective feedback
|
||||
if the output is not valid.\nYour personal goal is: Validate the output of the
|
||||
task\n\nTo give my best complete final answer to the task respond using the
|
||||
exact following format:\n\nThought: I now can give a great answer\nFinal Answer:
|
||||
Your final answer must be the great and the most complete as possible, it must
|
||||
be outcome described.\n\nI MUST use these formats, my job depends on it!\nIMPORTANT:
|
||||
Your final answer MUST contain all the information requested in the following
|
||||
format: {\n \"valid\": bool,\n \"feedback\": str | None\n}\n\nIMPORTANT: Ensure
|
||||
the final output does not include any code block markers like ```json or ```python."},
|
||||
{"role": "user", "content": "\n Ensure the following task result complies
|
||||
with the given guardrail.\n\n Task result:\n \n Lorem Ipsum
|
||||
is simply dummy text of the printing and typesetting industry. Lorem Ipsum has
|
||||
been the industry''s standard dummy text ever\n \n\n Guardrail:\n Ensure
|
||||
the result has less than 10 words\n \n Your task:\n - Confirm
|
||||
if the Task result complies with the guardrail.\n - If not, provide clear
|
||||
feedback explaining what is wrong (e.g., by how much it violates the rule, or
|
||||
what specific part fails).\n - Focus only on identifying issues \u2014
|
||||
do not propose corrections.\n - If the Task result complies with the
|
||||
guardrail, saying that is valid\n "}], "model": "gpt-4o-mini", "stop":
|
||||
["\nObservation:"]}'
|
||||
headers:
|
||||
accept:
|
||||
- application/json
|
||||
accept-encoding:
|
||||
- gzip, deflate
|
||||
connection:
|
||||
- keep-alive
|
||||
content-length:
|
||||
- '1629'
|
||||
content-type:
|
||||
- application/json
|
||||
host:
|
||||
- api.openai.com
|
||||
user-agent:
|
||||
- OpenAI/Python 1.68.2
|
||||
x-stainless-arch:
|
||||
- arm64
|
||||
x-stainless-async:
|
||||
- 'false'
|
||||
x-stainless-lang:
|
||||
- python
|
||||
x-stainless-os:
|
||||
- MacOS
|
||||
x-stainless-package-version:
|
||||
- 1.68.2
|
||||
x-stainless-raw-response:
|
||||
- 'true'
|
||||
x-stainless-read-timeout:
|
||||
- '600.0'
|
||||
x-stainless-retry-count:
|
||||
- '0'
|
||||
x-stainless-runtime:
|
||||
- CPython
|
||||
x-stainless-runtime-version:
|
||||
- 3.12.9
|
||||
method: POST
|
||||
uri: https://api.openai.com/v1/chat/completions
|
||||
response:
|
||||
body:
|
||||
string: !!binary |
|
||||
H4sIAAAAAAAAAwAAAP//jFPLbtswELz7KxY824GkxLGtW4KiQB+XBmkRtAqENbmSmFAkQVJ2UsP/
|
||||
HlByLKdNgV4IcGdnOPvgbgLApGA5MN5g4K1Vs+ub718rm324+5z+/CLt1dXD5fU3s1jd3Wx//GbT
|
||||
yDDrB+LhlXXGTWsVBWn0AHNHGCiqpouL+XKVZum8B1ojSEVabcPswsxaqeUsS7KLWbKYpcsDuzGS
|
||||
k2c5/JoAAOz6M/rUgp5YDsn0NdKS91gTy49JAMwZFSMMvZc+oA5sOoLc6EC6t37bmK5uQg6fQJst
|
||||
cNRQyw0BQh39A2q/JQdQ6I9So4Kr/p7DrtAABdugkqJgOVSoPE2HYEUk1sgfY7xgtw1BQP8Ijnyn
|
||||
AsTHUWoP6SVsjRN+CvTEiYTUNYSGoO7QCYdSgZKtDGAqqCiaCA1qSJOBBetnOAicFazQ+9MCHVWd
|
||||
x9hk3Sl1AqDWJmAcUt/a+wOyPzZTmdo6s/Z/UFkltfRN6Qi90bFxPhjLenQ/Abjvh9a9mQOzzrQ2
|
||||
lME8Uv/ceTIf9Ni4KyM6Tw9gMAHVCWt+OX1HrxQUUCp/MnbGkTckRuq4I9gJaU6AyUnVf7t5T3uo
|
||||
XOr6f+RHgHOygURpHQnJ31Y8pjmKX+lfaccu94aZJ7eRnMogycVJCKqwU8OCM//sA7VlJXVNzjo5
|
||||
bHlly+R8lS2zLFklbLKfvAAAAP//AwCHe/Jh8wMAAA==
|
||||
headers:
|
||||
CF-RAY:
|
||||
- 937b20ddf9607def-GRU
|
||||
Connection:
|
||||
- keep-alive
|
||||
Content-Encoding:
|
||||
- gzip
|
||||
Content-Type:
|
||||
- application/json
|
||||
Date:
|
||||
- Tue, 29 Apr 2025 01:46:56 GMT
|
||||
Server:
|
||||
- cloudflare
|
||||
Set-Cookie:
|
||||
- __cf_bm=nHa2kVJI_yO1RIsmZcEednJ1e9UVy1liv_sjBNtSj7Q-1745891216-1.0.1.1-jUH9kFawVBjnbq8sIL2.MQx.p7JvBZWUhqlkNKRlStWSgQxT0eZMPcgq9TCQoJAjuyNwhqfpK4HuX6x5n8UbQgAb6JrWJEG823e6GpGROEA;
|
||||
path=/; expires=Tue, 29-Apr-25 02:16:56 GMT; domain=.api.openai.com; HttpOnly;
|
||||
Secure; SameSite=None
|
||||
- _cfuvid=gg2UeahMCOOR8YhitRtzDwENMOnTOuQdyTMVJVHG0Mg-1745891216085-0.0.1.1-604800000;
|
||||
path=/; domain=.api.openai.com; HttpOnly; Secure; SameSite=None
|
||||
Transfer-Encoding:
|
||||
- chunked
|
||||
X-Content-Type-Options:
|
||||
- nosniff
|
||||
access-control-expose-headers:
|
||||
- X-Request-ID
|
||||
alt-svc:
|
||||
- h3=":443"; ma=86400
|
||||
cf-cache-status:
|
||||
- DYNAMIC
|
||||
openai-organization:
|
||||
- crewai-iuxna1
|
||||
openai-processing-ms:
|
||||
- '896'
|
||||
openai-version:
|
||||
- '2020-10-01'
|
||||
strict-transport-security:
|
||||
- max-age=31536000; includeSubDomains; preload
|
||||
x-ratelimit-limit-requests:
|
||||
- '30000'
|
||||
x-ratelimit-limit-tokens:
|
||||
- '150000000'
|
||||
x-ratelimit-remaining-requests:
|
||||
- '29999'
|
||||
x-ratelimit-remaining-tokens:
|
||||
- '149999631'
|
||||
x-ratelimit-reset-requests:
|
||||
- 2ms
|
||||
x-ratelimit-reset-tokens:
|
||||
- 0s
|
||||
x-request-id:
|
||||
- req_859221ed1aedb26cc9d335004ccf183e
|
||||
status:
|
||||
code: 200
|
||||
message: OK
|
||||
- request:
|
||||
body: '{"messages": [{"role": "system", "content": "You are Guardrail Agent. You
|
||||
are a expert at validating the output of a task. By providing effective feedback
|
||||
if the output is not valid.\nYour personal goal is: Validate the output of the
|
||||
task\n\nTo give my best complete final answer to the task respond using the
|
||||
exact following format:\n\nThought: I now can give a great answer\nFinal Answer:
|
||||
Your final answer must be the great and the most complete as possible, it must
|
||||
be outcome described.\n\nI MUST use these formats, my job depends on it!\nIMPORTANT:
|
||||
Your final answer MUST contain all the information requested in the following
|
||||
format: {\n \"valid\": bool,\n \"feedback\": str | None\n}\n\nIMPORTANT: Ensure
|
||||
the final output does not include any code block markers like ```json or ```python."},
|
||||
{"role": "user", "content": "\n Ensure the following task result complies
|
||||
with the given guardrail.\n\n Task result:\n \n Lorem Ipsum
|
||||
is simply dummy text of the printing and typesetting industry. Lorem Ipsum has
|
||||
been the industry''s standard dummy text ever\n \n\n Guardrail:\n Ensure
|
||||
the result has less than 500 words\n \n Your task:\n -
|
||||
Confirm if the Task result complies with the guardrail.\n - If not, provide
|
||||
clear feedback explaining what is wrong (e.g., by how much it violates the rule,
|
||||
or what specific part fails).\n - Focus only on identifying issues \u2014
|
||||
do not propose corrections.\n - If the Task result complies with the
|
||||
guardrail, saying that is valid\n "}], "model": "gpt-4o-mini", "stop":
|
||||
["\nObservation:"]}'
|
||||
headers:
|
||||
accept:
|
||||
- application/json
|
||||
accept-encoding:
|
||||
- gzip, deflate
|
||||
connection:
|
||||
- keep-alive
|
||||
content-length:
|
||||
- '1630'
|
||||
content-type:
|
||||
- application/json
|
||||
cookie:
|
||||
- __cf_bm=nHa2kVJI_yO1RIsmZcEednJ1e9UVy1liv_sjBNtSj7Q-1745891216-1.0.1.1-jUH9kFawVBjnbq8sIL2.MQx.p7JvBZWUhqlkNKRlStWSgQxT0eZMPcgq9TCQoJAjuyNwhqfpK4HuX6x5n8UbQgAb6JrWJEG823e6GpGROEA;
|
||||
_cfuvid=gg2UeahMCOOR8YhitRtzDwENMOnTOuQdyTMVJVHG0Mg-1745891216085-0.0.1.1-604800000
|
||||
host:
|
||||
- api.openai.com
|
||||
user-agent:
|
||||
- OpenAI/Python 1.68.2
|
||||
x-stainless-arch:
|
||||
- arm64
|
||||
x-stainless-async:
|
||||
- 'false'
|
||||
x-stainless-lang:
|
||||
- python
|
||||
x-stainless-os:
|
||||
- MacOS
|
||||
x-stainless-package-version:
|
||||
- 1.68.2
|
||||
x-stainless-raw-response:
|
||||
- 'true'
|
||||
x-stainless-read-timeout:
|
||||
- '600.0'
|
||||
x-stainless-retry-count:
|
||||
- '0'
|
||||
x-stainless-runtime:
|
||||
- CPython
|
||||
x-stainless-runtime-version:
|
||||
- 3.12.9
|
||||
method: POST
|
||||
uri: https://api.openai.com/v1/chat/completions
|
||||
response:
|
||||
body:
|
||||
string: !!binary |
|
||||
H4sIAAAAAAAAAwAAAP//jJJNb9swDIbv/hWEzvHgfHRpfesOG3opsGE7LYXBSLStRZY0iU43BPnv
|
||||
g5wPu10H7GLAfPhSfEkeMgChlShByBZZdt7kH758e1wzbnfbO6o/f1osV3T/+BO7UNNDIWZJ4bY/
|
||||
SPJF9U66zhti7ewJy0DIlKrO16ub27v5srgZQOcUmSRrPOcrl3fa6nxRLFZ5sc7nt2d167SkKEr4
|
||||
ngEAHIZv6tMq+iVKKGaXSEcxYkOivCYBiOBMigiMUUdGy2I2Qukskx1a/9q6vmm5hAew7hkkWmj0
|
||||
ngChSf0D2vhMAWBjP2qLBu6H/xIOGwuwEXs0Wm1ECRx6mp1iNZHaotylsO2N2djj9PFAdR/RnOEE
|
||||
oLWOMQ1wsP10JserUeMaH9w2vpKKWlsd2yoQRmeTqcjOi4EeM4CnYaD9ixkJH1znuWK3o+G583KG
|
||||
4Vz2ONLF7RmyYzQT1XI5e6NepYhRmzhZiZAoW1KjdNwf9kq7Ccgmrv/u5q3aJ+faNv9TfgRSkmdS
|
||||
lQ+ktHzpeEwLlM78X2nXKQ8Ni0hhryVVrCmkTSiqsTen4xPxd2TqqlrbhoIP+nSBta/SueD7QtWF
|
||||
yI7ZHwAAAP//AwAiLXhqjwMAAA==
|
||||
headers:
|
||||
CF-RAY:
|
||||
- 937b2311ee091b1b-GRU
|
||||
Connection:
|
||||
- keep-alive
|
||||
Content-Encoding:
|
||||
- gzip
|
||||
Content-Type:
|
||||
- application/json
|
||||
Date:
|
||||
- Tue, 29 Apr 2025 01:48:26 GMT
|
||||
Server:
|
||||
- cloudflare
|
||||
Transfer-Encoding:
|
||||
- chunked
|
||||
X-Content-Type-Options:
|
||||
- nosniff
|
||||
access-control-expose-headers:
|
||||
- X-Request-ID
|
||||
alt-svc:
|
||||
- h3=":443"; ma=86400
|
||||
cf-cache-status:
|
||||
- DYNAMIC
|
||||
openai-organization:
|
||||
- crewai-iuxna1
|
||||
openai-processing-ms:
|
||||
- '610'
|
||||
openai-version:
|
||||
- '2020-10-01'
|
||||
strict-transport-security:
|
||||
- max-age=31536000; includeSubDomains; preload
|
||||
x-ratelimit-limit-requests:
|
||||
- '30000'
|
||||
x-ratelimit-limit-tokens:
|
||||
- '150000000'
|
||||
x-ratelimit-remaining-requests:
|
||||
- '29999'
|
||||
x-ratelimit-remaining-tokens:
|
||||
- '149999631'
|
||||
x-ratelimit-reset-requests:
|
||||
- 2ms
|
||||
x-ratelimit-reset-tokens:
|
||||
- 0s
|
||||
x-request-id:
|
||||
- req_c136835c16be6bc1e4d820f239c4b620
|
||||
status:
|
||||
code: 200
|
||||
message: OK
|
||||
version: 1
|
||||
Reference in New Issue
Block a user