mirror of
https://github.com/crewAIInc/crewAI.git
synced 2026-01-23 23:28:15 +00:00
458f6867f0
- Implemented immediate return for tools with result_as_answer=True in crew_agent_executor.py. - Added delegation tracking functionality in agent_utils.py to increment delegations when specific tools are used. - Updated tool usage logic to handle caching more effectively in tool_usage.py. - Enhanced test cases to validate new delegation features and tool caching behavior. This update improves the efficiency of tool execution and enhances the delegation capabilities of agents.
240 lines
9.1 KiB
YAML
240 lines
9.1 KiB
YAML
interactions:
|
|
- request:
|
|
body: '{"messages":[{"role":"system","content":"You are Researcher. You''re an
|
|
expert researcher, specialized in technology, software engineering, AI and startups.
|
|
You work as a freelancer and is now working on doing research and analysis for
|
|
a new customer.\nYour personal goal is: Make the best research and analysis
|
|
on content about AI and AI agents"},{"role":"user","content":"\nCurrent Task:
|
|
Look at the available data and give me a sense on the total number of sales.\n\nThis
|
|
is the expected criteria for your final answer: The total number of sales as
|
|
an integer\nyou MUST return the actual complete content as the final answer,
|
|
not a summary.\n\nThis is VERY important to you, your job depends on it!"}],"model":"gpt-4.1-mini","tool_choice":"auto","tools":[{"type":"function","function":{"name":"return_data","description":"Useful
|
|
to get the sales related data","parameters":{"properties":{},"type":"object"}}}]}'
|
|
headers:
|
|
User-Agent:
|
|
- X-USER-AGENT-XXX
|
|
accept:
|
|
- application/json
|
|
accept-encoding:
|
|
- ACCEPT-ENCODING-XXX
|
|
authorization:
|
|
- AUTHORIZATION-XXX
|
|
connection:
|
|
- keep-alive
|
|
content-length:
|
|
- '912'
|
|
content-type:
|
|
- application/json
|
|
host:
|
|
- api.openai.com
|
|
x-stainless-arch:
|
|
- X-STAINLESS-ARCH-XXX
|
|
x-stainless-async:
|
|
- 'false'
|
|
x-stainless-lang:
|
|
- python
|
|
x-stainless-os:
|
|
- X-STAINLESS-OS-XXX
|
|
x-stainless-package-version:
|
|
- 1.83.0
|
|
x-stainless-read-timeout:
|
|
- X-STAINLESS-READ-TIMEOUT-XXX
|
|
x-stainless-retry-count:
|
|
- '0'
|
|
x-stainless-runtime:
|
|
- CPython
|
|
x-stainless-runtime-version:
|
|
- 3.13.3
|
|
method: POST
|
|
uri: https://api.openai.com/v1/chat/completions
|
|
response:
|
|
body:
|
|
string: "{\n \"id\": \"chatcmpl-D0uKM0ehoyDdgsuu9blk1PSJCsf1B\",\n \"object\":
|
|
\"chat.completion\",\n \"created\": 1769108894,\n \"model\": \"gpt-4.1-mini-2025-04-14\",\n
|
|
\ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\":
|
|
\"assistant\",\n \"content\": null,\n \"tool_calls\": [\n {\n
|
|
\ \"id\": \"call_wfWW0FdzCgqyjzgfDXJQ1R2V\",\n \"type\":
|
|
\"function\",\n \"function\": {\n \"name\": \"return_data\",\n
|
|
\ \"arguments\": \"{}\"\n }\n }\n ],\n
|
|
\ \"refusal\": null,\n \"annotations\": []\n },\n \"logprobs\":
|
|
null,\n \"finish_reason\": \"tool_calls\"\n }\n ],\n \"usage\":
|
|
{\n \"prompt_tokens\": 167,\n \"completion_tokens\": 10,\n \"total_tokens\":
|
|
177,\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_376a7ccef1\"\n}\n"
|
|
headers:
|
|
CF-RAY:
|
|
- CF-RAY-XXX
|
|
Connection:
|
|
- keep-alive
|
|
Content-Type:
|
|
- application/json
|
|
Date:
|
|
- Thu, 22 Jan 2026 19:08:15 GMT
|
|
Server:
|
|
- cloudflare
|
|
Set-Cookie:
|
|
- SET-COOKIE-XXX
|
|
Strict-Transport-Security:
|
|
- STS-XXX
|
|
Transfer-Encoding:
|
|
- chunked
|
|
X-Content-Type-Options:
|
|
- X-CONTENT-TYPE-XXX
|
|
access-control-expose-headers:
|
|
- ACCESS-CONTROL-XXX
|
|
alt-svc:
|
|
- h3=":443"; ma=86400
|
|
cf-cache-status:
|
|
- DYNAMIC
|
|
openai-organization:
|
|
- OPENAI-ORG-XXX
|
|
openai-processing-ms:
|
|
- '350'
|
|
openai-project:
|
|
- OPENAI-PROJECT-XXX
|
|
openai-version:
|
|
- '2020-10-01'
|
|
x-envoy-upstream-service-time:
|
|
- '583'
|
|
x-openai-proxy-wasm:
|
|
- v0.1
|
|
x-ratelimit-limit-requests:
|
|
- X-RATELIMIT-LIMIT-REQUESTS-XXX
|
|
x-ratelimit-limit-tokens:
|
|
- X-RATELIMIT-LIMIT-TOKENS-XXX
|
|
x-ratelimit-remaining-requests:
|
|
- X-RATELIMIT-REMAINING-REQUESTS-XXX
|
|
x-ratelimit-remaining-tokens:
|
|
- X-RATELIMIT-REMAINING-TOKENS-XXX
|
|
x-ratelimit-reset-requests:
|
|
- X-RATELIMIT-RESET-REQUESTS-XXX
|
|
x-ratelimit-reset-tokens:
|
|
- X-RATELIMIT-RESET-TOKENS-XXX
|
|
x-request-id:
|
|
- X-REQUEST-ID-XXX
|
|
status:
|
|
code: 200
|
|
message: OK
|
|
- request:
|
|
body: '{"messages":[{"role":"system","content":"You are Researcher. You''re an
|
|
expert researcher, specialized in technology, software engineering, AI and startups.
|
|
You work as a freelancer and is now working on doing research and analysis for
|
|
a new customer.\nYour personal goal is: Make the best research and analysis
|
|
on content about AI and AI agents"},{"role":"user","content":"\nCurrent Task:
|
|
Look at the available data and give me a sense on the total number of sales.\n\nThis
|
|
is the expected criteria for your final answer: The total number of sales as
|
|
an integer\nyou MUST return the actual complete content as the final answer,
|
|
not a summary.\n\nThis is VERY important to you, your job depends on it!"},{"role":"assistant","content":null,"tool_calls":[{"id":"call_wfWW0FdzCgqyjzgfDXJQ1R2V","type":"function","function":{"name":"return_data","arguments":"{}"}}]},{"role":"tool","tool_call_id":"call_wfWW0FdzCgqyjzgfDXJQ1R2V","content":"January:
|
|
5, February: 10, March: 15, April: 20, May: 25"},{"role":"user","content":"Analyze
|
|
the tool result. If requirements are met, provide the Final Answer. Otherwise,
|
|
call the next tool. Deliver only the answer without meta-commentary."}],"model":"gpt-4.1-mini","tool_choice":"auto","tools":[{"type":"function","function":{"name":"return_data","description":"Useful
|
|
to get the sales related data","parameters":{"properties":{},"type":"object"}}}]}'
|
|
headers:
|
|
User-Agent:
|
|
- X-USER-AGENT-XXX
|
|
accept:
|
|
- application/json
|
|
accept-encoding:
|
|
- ACCEPT-ENCODING-XXX
|
|
authorization:
|
|
- AUTHORIZATION-XXX
|
|
connection:
|
|
- keep-alive
|
|
content-length:
|
|
- '1386'
|
|
content-type:
|
|
- application/json
|
|
cookie:
|
|
- COOKIE-XXX
|
|
host:
|
|
- api.openai.com
|
|
x-stainless-arch:
|
|
- X-STAINLESS-ARCH-XXX
|
|
x-stainless-async:
|
|
- 'false'
|
|
x-stainless-lang:
|
|
- python
|
|
x-stainless-os:
|
|
- X-STAINLESS-OS-XXX
|
|
x-stainless-package-version:
|
|
- 1.83.0
|
|
x-stainless-read-timeout:
|
|
- X-STAINLESS-READ-TIMEOUT-XXX
|
|
x-stainless-retry-count:
|
|
- '0'
|
|
x-stainless-runtime:
|
|
- CPython
|
|
x-stainless-runtime-version:
|
|
- 3.13.3
|
|
method: POST
|
|
uri: https://api.openai.com/v1/chat/completions
|
|
response:
|
|
body:
|
|
string: "{\n \"id\": \"chatcmpl-D0uKNGe4wSujibKCbKGTVADn6LBbv\",\n \"object\":
|
|
\"chat.completion\",\n \"created\": 1769108895,\n \"model\": \"gpt-4.1-mini-2025-04-14\",\n
|
|
\ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\":
|
|
\"assistant\",\n \"content\": \"75\",\n \"refusal\": null,\n
|
|
\ \"annotations\": []\n },\n \"logprobs\": null,\n \"finish_reason\":
|
|
\"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\": 244,\n \"completion_tokens\":
|
|
2,\n \"total_tokens\": 246,\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_376a7ccef1\"\n}\n"
|
|
headers:
|
|
CF-RAY:
|
|
- CF-RAY-XXX
|
|
Connection:
|
|
- keep-alive
|
|
Content-Type:
|
|
- application/json
|
|
Date:
|
|
- Thu, 22 Jan 2026 19:08:15 GMT
|
|
Server:
|
|
- cloudflare
|
|
Strict-Transport-Security:
|
|
- STS-XXX
|
|
Transfer-Encoding:
|
|
- chunked
|
|
X-Content-Type-Options:
|
|
- X-CONTENT-TYPE-XXX
|
|
access-control-expose-headers:
|
|
- ACCESS-CONTROL-XXX
|
|
alt-svc:
|
|
- h3=":443"; ma=86400
|
|
cf-cache-status:
|
|
- DYNAMIC
|
|
openai-organization:
|
|
- OPENAI-ORG-XXX
|
|
openai-processing-ms:
|
|
- '269'
|
|
openai-project:
|
|
- OPENAI-PROJECT-XXX
|
|
openai-version:
|
|
- '2020-10-01'
|
|
x-envoy-upstream-service-time:
|
|
- '287'
|
|
x-openai-proxy-wasm:
|
|
- v0.1
|
|
x-ratelimit-limit-requests:
|
|
- X-RATELIMIT-LIMIT-REQUESTS-XXX
|
|
x-ratelimit-limit-tokens:
|
|
- X-RATELIMIT-LIMIT-TOKENS-XXX
|
|
x-ratelimit-remaining-requests:
|
|
- X-RATELIMIT-REMAINING-REQUESTS-XXX
|
|
x-ratelimit-remaining-tokens:
|
|
- X-RATELIMIT-REMAINING-TOKENS-XXX
|
|
x-ratelimit-reset-requests:
|
|
- X-RATELIMIT-RESET-REQUESTS-XXX
|
|
x-ratelimit-reset-tokens:
|
|
- X-RATELIMIT-RESET-TOKENS-XXX
|
|
x-request-id:
|
|
- X-REQUEST-ID-XXX
|
|
status:
|
|
code: 200
|
|
message: OK
|
|
version: 1
|