refactor: optimize agent lookup and improve error handling

Co-Authored-By: Joe Moura <joao@crewai.com>
This commit is contained in:
Devin AI
2025-02-09 20:12:04 +00:00
parent 86b57d9b99
commit 4674d959c5
4 changed files with 813 additions and 3 deletions

View File

@@ -37,8 +37,9 @@ class BaseAgentTool(BaseTool, AgentLookupMixin):
bool: True if delegation is allowed, False otherwise
"""
return (delegating_agent.allow_delegation and
(not delegating_agent.allowed_agents or
target_agent.role in delegating_agent.allowed_agents))
(delegating_agent.allowed_agents is None or
(len(delegating_agent.allowed_agents) > 0 and
target_agent.role in delegating_agent.allowed_agents)))
def _execute(
self, agent_name: Union[str, None], task: str, context: Union[str, None]

View File

@@ -239,4 +239,5 @@ def test_delegate_work_with_unauthorized_agent():
context="Important research"
)
assert "Error" in result
assert "not authorized to delegate" in result
assert "Authorization Error" in result
assert "cannot delegate to" in result

View File

@@ -0,0 +1,134 @@
interactions:
- request:
body: '{"messages": [{"role": "system", "content": "You are Research Manager.
You''re a research expert\nYour personal goal is: Manage research\nTo give my
best complete final answer to the task use 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!"}, {"role": "user", "content": "\nCurrent
Task: Handle research\n\nThis is the expect criteria for your final answer:
Your best answer to your coworker asking you this, accounting for the context
shared.\nyou MUST return the actual complete content as the final answer, not
a summary.\n\nThis is the context you''re working with:\nImportant research\n\nBegin!
This is VERY important to you, use the tools available and give your best Final
Answer, your job depends on it!\n\nThought:"}], "model": "gpt-4o-mini", "stop":
["\nObservation:"], "stream": false}'
headers:
accept:
- application/json
accept-encoding:
- gzip, deflate
connection:
- keep-alive
content-length:
- '983'
content-type:
- application/json
cookie:
- _cfuvid=GxztReZeGi6qENS0TkwOuBgjGx3aFWu5H5e9HnTkQRI-1739131802782-0.0.1.1-604800000;
__cf_bm=UYR3lic9ZX3q_w8ul5YU1NoMKLvuFEK8LNu_O.5QPcU-1739131802-1.0.1.1-K5kQYiuLVp2wZpT4pe1oC.zjo4mBzVzXvfIChY.A419uN54s97KQRauV2PBI5ArtsbDEMIaVV3GOZaAtCfAClg
host:
- api.openai.com
user-agent:
- OpenAI/Python 1.52.1
x-stainless-arch:
- x64
x-stainless-async:
- 'false'
x-stainless-lang:
- python
x-stainless-os:
- Linux
x-stainless-package-version:
- 1.52.1
x-stainless-raw-response:
- 'true'
x-stainless-retry-count:
- '0'
x-stainless-runtime:
- CPython
x-stainless-runtime-version:
- 3.12.7
method: POST
uri: https://api.openai.com/v1/chat/completions
response:
content: "{\n \"id\": \"chatcmpl-Az7usRsnv7YVDLrlprCZSD9s2EZw0\",\n \"object\":
\"chat.completion\",\n \"created\": 1739131802,\n \"model\": \"gpt-4o-mini-2024-07-18\",\n
\ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\":
\"assistant\",\n \"content\": \"I now can give a great answer \\nFinal
Answer: To effectively handle this important research, we must first establish
a clear framework that outlines our objectives, methodologies, and expected
outcomes. This includes defining the key research questions we aim to answer,
identifying the target population for our study, and selecting appropriate research
methods\u2014whether qualitative, quantitative, or a mixed approach.\\n\\nNext,
we should gather and analyze existing literature related to our research topic
to ensure we build upon existing knowledge and identify gaps that our study
could address. It\u2019s essential to collect data systematically, while considering
ethical guidelines, to ensure integrity and reliability in our findings.\\n\\nOnce
data collection is complete, we will utilize statistical software or qualitative
analysis tools to interpret our results accurately. Our end goal is to derive
meaningful conclusions that can inform stakeholders and promote actionable insights.
\\n\\nTo ensure our research resonates and is disseminated effectively, we will
prepare a comprehensive report, highlighting our methodology, findings, and
implications. This report should be designed for various audiences, making it
both accessible to the wider public and detailed enough for academic scrutiny.\\n\\nIn
conclusion, our research will not only contribute to the body of knowledge in
our field but also provide pivotal insights that can guide policy and future
studies. Collaboration and consistent communication throughout this process
will be key to our success. Thus, let us prioritize this research as an integral
part of our goals moving forward.\",\n \"refusal\": null\n },\n
\ \"logprobs\": null,\n \"finish_reason\": \"stop\"\n }\n ],\n
\ \"usage\": {\n \"prompt_tokens\": 179,\n \"completion_tokens\": 275,\n
\ \"total_tokens\": 454,\n \"prompt_tokens_details\": {\n \"cached_tokens\":
0,\n \"audio_tokens\": 0\n },\n \"completion_tokens_details\": {\n
\ \"reasoning_tokens\": 0,\n \"audio_tokens\": 0,\n \"accepted_prediction_tokens\":
0,\n \"rejected_prediction_tokens\": 0\n }\n },\n \"service_tier\":
\"default\",\n \"system_fingerprint\": \"fp_72ed7ab54c\"\n}\n"
headers:
CF-RAY:
- 90f68027cd8a76f1-SEA
Connection:
- keep-alive
Content-Encoding:
- gzip
Content-Type:
- application/json
Date:
- Sun, 09 Feb 2025 20:10:06 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:
- '3496'
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:
- '149999777'
x-ratelimit-reset-requests:
- 2ms
x-ratelimit-reset-tokens:
- 0s
x-request-id:
- req_17b6c277c477e2f7bd3bbff2429c1132
http_version: HTTP/1.1
status_code: 200
version: 1

View File

@@ -0,0 +1,674 @@
interactions:
- request:
body: !!binary |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headers:
Accept:
- '*/*'
Accept-Encoding:
- gzip, deflate
Connection:
- keep-alive
Content-Length:
- '27954'
Content-Type:
- application/x-protobuf
User-Agent:
- OTel-OTLP-Exporter-Python/1.27.0
method: POST
uri: https://telemetry.crewai.com:4319/v1/traces
response:
body:
string: "\n\0"
headers:
Content-Length:
- '2'
Content-Type:
- application/x-protobuf
Date:
- Sun, 09 Feb 2025 20:09:48 GMT
status:
code: 200
message: OK
- request:
body: '{"messages": [{"role": "system", "content": "You are Research Manager.
You''re a research expert\nYour personal goal is: Manage research\nTo give my
best complete final answer to the task use 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!"}, {"role": "user", "content": "\nCurrent
Task: Handle research\n\nThis is the expect criteria for your final answer:
Your best answer to your coworker asking you this, accounting for the context
shared.\nyou MUST return the actual complete content as the final answer, not
a summary.\n\nThis is the context you''re working with:\nImportant research\n\nBegin!
This is VERY important to you, use the tools available and give your best Final
Answer, your job depends on it!\n\nThought:"}], "model": "gpt-4o-mini", "stop":
["\nObservation:"], "stream": false}'
headers:
accept:
- application/json
accept-encoding:
- gzip, deflate
connection:
- keep-alive
content-length:
- '983'
content-type:
- application/json
cookie:
- _cfuvid=FasG_74jjKfEtA2Mjn2iKdu62tv3zosBxYNYTk1E12M-1734025911900-0.0.1.1-604800000
host:
- api.openai.com
user-agent:
- OpenAI/Python 1.52.1
x-stainless-arch:
- x64
x-stainless-async:
- 'false'
x-stainless-lang:
- python
x-stainless-os:
- Linux
x-stainless-package-version:
- 1.52.1
x-stainless-raw-response:
- 'true'
x-stainless-retry-count:
- '0'
x-stainless-runtime:
- CPython
x-stainless-runtime-version:
- 3.12.7
method: POST
uri: https://api.openai.com/v1/chat/completions
response:
content: "{\n \"id\": \"chatcmpl-Az7ubIqhsC9H8pB1PRAOfDeSE2ViF\",\n \"object\":
\"chat.completion\",\n \"created\": 1739131785,\n \"model\": \"gpt-4o-mini-2024-07-18\",\n
\ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\":
\"assistant\",\n \"content\": \"I now can give a great answer \\nFinal
Answer: Given the critical importance of this research, we must ensure that
our approach is thorough and systematic. Here\u2019s a detailed plan that outlines
the key steps for handling this research effectively:\\n\\n1. **Define Research
Objectives**: Clearly articulate what we aim to achieve with this research.
This should include specific questions we want to answer and the impact this
information will have on our current projects.\\n\\n2. **Gather Relevant Data**:
Identify and collect data related to our research objectives. This may involve
both primary and secondary data sources. Ensure that the data is credible, relevant,
and up-to-date to maintain the integrity of our research findings.\\n\\n3. **Conduct
Literature Review**: Review existing literature on the topic to understand previous
research findings and methodologies. This will help us identify gaps in the
existing research and position our study effectively.\\n\\n4. **Select Research
Methodology**: Decide on appropriate research methods (qualitative, quantitative,
or mixed methods) based on our objectives and the type of data we have gathered.
This may include surveys, interviews, or data analysis techniques.\\n\\n5. **Pilot
Study**: If necessary, conduct a pilot study to test our research methods and
refine our approach. This will help identify any potential issues in our research
design.\\n\\n6. **Data Analysis**: Once data is collected, analyze it systematically.
Depending on the nature of the data, this may involve various statistical techniques,
thematic analysis, or software solutions to derive insights.\\n\\n7. **Interpret
Results**: Draw conclusions from our analysis. How do the findings relate to
our initial research questions? What implications do these results have for
our projects and wider context?\\n\\n8. **Documentation and Reporting**: Compile
our findings into a structured report that includes an introduction, methodology,
results, discussion, and conclusion. Make sure to follow any formatting or submission
guidelines provided.\\n\\n9. **Feedback and Revision**: Share the draft report
with stakeholders for feedback. Be open to critiques and make the necessary
revisions to enhance the quality and accuracy of our research.\\n\\n10. **Presentation
and Dissemination**: Prepare a presentation to communicate our findings to relevant
teams or stakeholders. Highlight key insights and recommendations based on our
research.\\n\\n11. **Follow Up**: After disseminating the results, plan for
any follow-up actions or further research that might be required based on the
insights gained.\\n\\nBy following this comprehensive research strategy, we
can ensure that the handling of this important research project is managed effectively
and leads to impactful outcomes for our organization.\",\n \"refusal\":
null\n },\n \"logprobs\": null,\n \"finish_reason\": \"stop\"\n
\ }\n ],\n \"usage\": {\n \"prompt_tokens\": 179,\n \"completion_tokens\":
508,\n \"total_tokens\": 687,\n \"prompt_tokens_details\": {\n \"cached_tokens\":
0,\n \"audio_tokens\": 0\n },\n \"completion_tokens_details\": {\n
\ \"reasoning_tokens\": 0,\n \"audio_tokens\": 0,\n \"accepted_prediction_tokens\":
0,\n \"rejected_prediction_tokens\": 0\n }\n },\n \"service_tier\":
\"default\",\n \"system_fingerprint\": \"fp_72ed7ab54c\"\n}\n"
headers:
CF-RAY:
- 90f67fbb7f7b76f1-SEA
Connection:
- keep-alive
Content-Encoding:
- gzip
Content-Type:
- application/json
Date:
- Sun, 09 Feb 2025 20:10:02 GMT
Server:
- cloudflare
Set-Cookie:
- __cf_bm=UYR3lic9ZX3q_w8ul5YU1NoMKLvuFEK8LNu_O.5QPcU-1739131802-1.0.1.1-K5kQYiuLVp2wZpT4pe1oC.zjo4mBzVzXvfIChY.A419uN54s97KQRauV2PBI5ArtsbDEMIaVV3GOZaAtCfAClg;
path=/; expires=Sun, 09-Feb-25 20:40:02 GMT; domain=.api.openai.com; HttpOnly;
Secure; SameSite=None
- _cfuvid=GxztReZeGi6qENS0TkwOuBgjGx3aFWu5H5e9HnTkQRI-1739131802782-0.0.1.1-604800000;
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:
- '17157'
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:
- '149999777'
x-ratelimit-reset-requests:
- 2ms
x-ratelimit-reset-tokens:
- 0s
x-request-id:
- req_069685adeeddff8992b6b2cbb5ba8514
http_version: HTTP/1.1
status_code: 200
version: 1