mirror of
https://github.com/crewAIInc/crewAI.git
synced 2026-01-10 00:28:31 +00:00
KISS: Refactor LiteAgent integration in flows to use Agents instead. … (#2556)
* KISS: Refactor LiteAgent integration in flows to use Agents instead. Update documentation and examples to reflect changes in class usage, including async support and structured output handling. Enhance tests for Agent functionality and ensure compatibility with new features. * lint fix * dropped for clarity
This commit is contained in:
@@ -0,0 +1,486 @@
|
||||
interactions:
|
||||
- request:
|
||||
body: '{"messages": [{"role": "system", "content": "You are Test Agent. Test Backstory\nYour
|
||||
personal goal is: Test Goal\n\nYou ONLY have access to the following tools,
|
||||
and should NEVER make up tools that are not listed here:\n\nTool Name: search_web\nTool
|
||||
Arguments: {''query'': {''description'': None, ''type'': ''str''}}\nTool Description:
|
||||
Search the web for information about a topic.\nTool Name: calculate\nTool Arguments:
|
||||
{''expression'': {''description'': None, ''type'': ''str''}}\nTool Description:
|
||||
Calculate the result of a mathematical expression.\n\nIMPORTANT: Use the following
|
||||
format in your response:\n\n```\nThought: you should always think about what
|
||||
to do\nAction: the action to take, only one name of [search_web, calculate],
|
||||
just the name, exactly as it''s written.\nAction Input: the input to the action,
|
||||
just a simple JSON object, enclosed in curly braces, using \" to wrap keys and
|
||||
values.\nObservation: the result of the action\n```\n\nOnce all necessary information
|
||||
is gathered, return the following format:\n\n```\nThought: I now know the final
|
||||
answer\nFinal Answer: the final answer to the original input question\n```"},
|
||||
{"role": "user", "content": "Test query"}], "model": "gpt-4o-mini", "stop":
|
||||
["\nObservation:"]}'
|
||||
headers:
|
||||
accept:
|
||||
- application/json
|
||||
accept-encoding:
|
||||
- gzip, deflate, zstd
|
||||
connection:
|
||||
- keep-alive
|
||||
content-length:
|
||||
- '1220'
|
||||
content-type:
|
||||
- application/json
|
||||
cookie:
|
||||
- __cf_bm=skEg5DBE_nQ5gLAsfGzhjTetiNUJ_Y2bXWLMsvjIi7s-1744222695-1.0.1.1-qyjwnTgJKwF54pRhf0YHxW_BUw6p7SC60kwFsF9XTq4i2u2mnFKVq4WbsgvQDeuDEIxyaNb.ngWUVOU1GIX1O2Hcxcdn6TSaJ8NXTQw28F8;
|
||||
_cfuvid=Hwvd7n4RVfOZLGiOKPaHmYJC7h8rCQmlmnBgBsKqy4Y-1744222695443-0.0.1.1-604800000
|
||||
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:
|
||||
content: "{\n \"id\": \"chatcmpl-BKUIMCbxAr4MO0Ku8tDYBgJ30LGXi\",\n \"object\":
|
||||
\"chat.completion\",\n \"created\": 1744222714,\n \"model\": \"gpt-4o-mini-2024-07-18\",\n
|
||||
\ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\":
|
||||
\"assistant\",\n \"content\": \"```\\nThought: I need more information
|
||||
to understand what specific query to search for.\\nAction: search_web\\nAction
|
||||
Input: {\\\"query\\\":\\\"Test query\\\"}\",\n \"refusal\": null,\n \"annotations\":
|
||||
[]\n },\n \"logprobs\": null,\n \"finish_reason\": \"stop\"\n
|
||||
\ }\n ],\n \"usage\": {\n \"prompt_tokens\": 242,\n \"completion_tokens\":
|
||||
31,\n \"total_tokens\": 273,\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_b376dfbbd5\"\n}\n"
|
||||
headers:
|
||||
CF-RAY:
|
||||
- 92dc01f9bd96cf41-SJC
|
||||
Connection:
|
||||
- keep-alive
|
||||
Content-Encoding:
|
||||
- gzip
|
||||
Content-Type:
|
||||
- application/json
|
||||
Date:
|
||||
- Wed, 09 Apr 2025 18:18:34 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:
|
||||
- '749'
|
||||
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:
|
||||
- '149999732'
|
||||
x-ratelimit-reset-requests:
|
||||
- 2ms
|
||||
x-ratelimit-reset-tokens:
|
||||
- 0s
|
||||
x-request-id:
|
||||
- req_99e3ad4ee98371cc1c55a2f5c6ae3962
|
||||
http_version: HTTP/1.1
|
||||
status_code: 200
|
||||
- request:
|
||||
body: '{"messages": [{"role": "system", "content": "You are Test Agent. Test Backstory\nYour
|
||||
personal goal is: Test Goal\n\nYou ONLY have access to the following tools,
|
||||
and should NEVER make up tools that are not listed here:\n\nTool Name: search_web\nTool
|
||||
Arguments: {''query'': {''description'': None, ''type'': ''str''}}\nTool Description:
|
||||
Search the web for information about a topic.\nTool Name: calculate\nTool Arguments:
|
||||
{''expression'': {''description'': None, ''type'': ''str''}}\nTool Description:
|
||||
Calculate the result of a mathematical expression.\n\nIMPORTANT: Use the following
|
||||
format in your response:\n\n```\nThought: you should always think about what
|
||||
to do\nAction: the action to take, only one name of [search_web, calculate],
|
||||
just the name, exactly as it''s written.\nAction Input: the input to the action,
|
||||
just a simple JSON object, enclosed in curly braces, using \" to wrap keys and
|
||||
values.\nObservation: the result of the action\n```\n\nOnce all necessary information
|
||||
is gathered, return the following format:\n\n```\nThought: I now know the final
|
||||
answer\nFinal Answer: the final answer to the original input question\n```"},
|
||||
{"role": "user", "content": "Test query"}, {"role": "assistant", "content":
|
||||
"```\nThought: I need more information to understand what specific query to
|
||||
search for.\nAction: search_web\nAction Input: {\"query\":\"Test query\"}\nObservation:
|
||||
Found information about Test query: This is a simulated search result for demonstration
|
||||
purposes."}], "model": "gpt-4o-mini", "stop": ["\nObservation:"]}'
|
||||
headers:
|
||||
accept:
|
||||
- application/json
|
||||
accept-encoding:
|
||||
- gzip, deflate, zstd
|
||||
connection:
|
||||
- keep-alive
|
||||
content-length:
|
||||
- '1518'
|
||||
content-type:
|
||||
- application/json
|
||||
cookie:
|
||||
- __cf_bm=skEg5DBE_nQ5gLAsfGzhjTetiNUJ_Y2bXWLMsvjIi7s-1744222695-1.0.1.1-qyjwnTgJKwF54pRhf0YHxW_BUw6p7SC60kwFsF9XTq4i2u2mnFKVq4WbsgvQDeuDEIxyaNb.ngWUVOU1GIX1O2Hcxcdn6TSaJ8NXTQw28F8;
|
||||
_cfuvid=Hwvd7n4RVfOZLGiOKPaHmYJC7h8rCQmlmnBgBsKqy4Y-1744222695443-0.0.1.1-604800000
|
||||
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:
|
||||
content: "{\n \"id\": \"chatcmpl-BKUINDYiGwrVyJU7wUoXCw3hft7yF\",\n \"object\":
|
||||
\"chat.completion\",\n \"created\": 1744222715,\n \"model\": \"gpt-4o-mini-2024-07-18\",\n
|
||||
\ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\":
|
||||
\"assistant\",\n \"content\": \"```\\nThought: I now know the final answer\\nFinal
|
||||
Answer: This is a simulated search result for demonstration purposes.\\n```\",\n
|
||||
\ \"refusal\": null,\n \"annotations\": []\n },\n \"logprobs\":
|
||||
null,\n \"finish_reason\": \"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\":
|
||||
295,\n \"completion_tokens\": 26,\n \"total_tokens\": 321,\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_b376dfbbd5\"\n}\n"
|
||||
headers:
|
||||
CF-RAY:
|
||||
- 92dc02003c9ecf41-SJC
|
||||
Connection:
|
||||
- keep-alive
|
||||
Content-Encoding:
|
||||
- gzip
|
||||
Content-Type:
|
||||
- application/json
|
||||
Date:
|
||||
- Wed, 09 Apr 2025 18:18:35 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:
|
||||
- '531'
|
||||
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:
|
||||
- '149999667'
|
||||
x-ratelimit-reset-requests:
|
||||
- 2ms
|
||||
x-ratelimit-reset-tokens:
|
||||
- 0s
|
||||
x-request-id:
|
||||
- req_dd9052c40d5d61ecc5eb141f49df3abe
|
||||
http_version: HTTP/1.1
|
||||
status_code: 200
|
||||
- request:
|
||||
body: '{"messages": [{"role": "system", "content": "You are Test Agent. Test Backstory\nYour
|
||||
personal goal is: Test Goal\n\nYou ONLY have access to the following tools,
|
||||
and should NEVER make up tools that are not listed here:\n\nTool Name: search_web\nTool
|
||||
Arguments: {''query'': {''description'': None, ''type'': ''str''}}\nTool Description:
|
||||
Search the web for information about a topic.\nTool Name: calculate\nTool Arguments:
|
||||
{''expression'': {''description'': None, ''type'': ''str''}}\nTool Description:
|
||||
Calculate the result of a mathematical expression.\n\nIMPORTANT: Use the following
|
||||
format in your response:\n\n```\nThought: you should always think about what
|
||||
to do\nAction: the action to take, only one name of [search_web, calculate],
|
||||
just the name, exactly as it''s written.\nAction Input: the input to the action,
|
||||
just a simple JSON object, enclosed in curly braces, using \" to wrap keys and
|
||||
values.\nObservation: the result of the action\n```\n\nOnce all necessary information
|
||||
is gathered, return the following format:\n\n```\nThought: I now know the final
|
||||
answer\nFinal Answer: the final answer to the original input question\n```\nIMPORTANT:
|
||||
Your final answer MUST contain all the information requested in the following
|
||||
format: {\n \"test_field\": str\n}\n\nIMPORTANT: Ensure the final output does
|
||||
not include any code block markers like ```json or ```python."}, {"role": "user",
|
||||
"content": "Test query"}], "model": "gpt-4o-mini", "stop": ["\nObservation:"]}'
|
||||
headers:
|
||||
accept:
|
||||
- application/json
|
||||
accept-encoding:
|
||||
- gzip, deflate, zstd
|
||||
connection:
|
||||
- keep-alive
|
||||
content-length:
|
||||
- '1451'
|
||||
content-type:
|
||||
- application/json
|
||||
cookie:
|
||||
- __cf_bm=skEg5DBE_nQ5gLAsfGzhjTetiNUJ_Y2bXWLMsvjIi7s-1744222695-1.0.1.1-qyjwnTgJKwF54pRhf0YHxW_BUw6p7SC60kwFsF9XTq4i2u2mnFKVq4WbsgvQDeuDEIxyaNb.ngWUVOU1GIX1O2Hcxcdn6TSaJ8NXTQw28F8;
|
||||
_cfuvid=Hwvd7n4RVfOZLGiOKPaHmYJC7h8rCQmlmnBgBsKqy4Y-1744222695443-0.0.1.1-604800000
|
||||
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:
|
||||
content: "{\n \"id\": \"chatcmpl-BKUIN3xeM6JBgLjV5HQA8MTI2Uuem\",\n \"object\":
|
||||
\"chat.completion\",\n \"created\": 1744222715,\n \"model\": \"gpt-4o-mini-2024-07-18\",\n
|
||||
\ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\":
|
||||
\"assistant\",\n \"content\": \"```\\nThought: I need to clarify what
|
||||
specific information or topic the test query is targeting.\\nAction: search_web\\nAction
|
||||
Input: {\\\"query\\\":\\\"What is the purpose of a test query in data retrieval?\\\"}\",\n
|
||||
\ \"refusal\": null,\n \"annotations\": []\n },\n \"logprobs\":
|
||||
null,\n \"finish_reason\": \"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\":
|
||||
288,\n \"completion_tokens\": 43,\n \"total_tokens\": 331,\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_b376dfbbd5\"\n}\n"
|
||||
headers:
|
||||
CF-RAY:
|
||||
- 92dc0204d91ccf41-SJC
|
||||
Connection:
|
||||
- keep-alive
|
||||
Content-Encoding:
|
||||
- gzip
|
||||
Content-Type:
|
||||
- application/json
|
||||
Date:
|
||||
- Wed, 09 Apr 2025 18:18:36 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:
|
||||
- '728'
|
||||
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:
|
||||
- '149999675'
|
||||
x-ratelimit-reset-requests:
|
||||
- 2ms
|
||||
x-ratelimit-reset-tokens:
|
||||
- 0s
|
||||
x-request-id:
|
||||
- req_e792e993009ddfe84cfbb503560d88cf
|
||||
http_version: HTTP/1.1
|
||||
status_code: 200
|
||||
- request:
|
||||
body: '{"messages": [{"role": "system", "content": "You are Test Agent. Test Backstory\nYour
|
||||
personal goal is: Test Goal\n\nYou ONLY have access to the following tools,
|
||||
and should NEVER make up tools that are not listed here:\n\nTool Name: search_web\nTool
|
||||
Arguments: {''query'': {''description'': None, ''type'': ''str''}}\nTool Description:
|
||||
Search the web for information about a topic.\nTool Name: calculate\nTool Arguments:
|
||||
{''expression'': {''description'': None, ''type'': ''str''}}\nTool Description:
|
||||
Calculate the result of a mathematical expression.\n\nIMPORTANT: Use the following
|
||||
format in your response:\n\n```\nThought: you should always think about what
|
||||
to do\nAction: the action to take, only one name of [search_web, calculate],
|
||||
just the name, exactly as it''s written.\nAction Input: the input to the action,
|
||||
just a simple JSON object, enclosed in curly braces, using \" to wrap keys and
|
||||
values.\nObservation: the result of the action\n```\n\nOnce all necessary information
|
||||
is gathered, return the following format:\n\n```\nThought: I now know the final
|
||||
answer\nFinal Answer: the final answer to the original input question\n```\nIMPORTANT:
|
||||
Your final answer MUST contain all the information requested in the following
|
||||
format: {\n \"test_field\": str\n}\n\nIMPORTANT: Ensure the final output does
|
||||
not include any code block markers like ```json or ```python."}, {"role": "user",
|
||||
"content": "Test query"}, {"role": "assistant", "content": "```\nThought: I
|
||||
need to clarify what specific information or topic the test query is targeting.\nAction:
|
||||
search_web\nAction Input: {\"query\":\"What is the purpose of a test query in
|
||||
data retrieval?\"}\nObservation: Found information about What is the purpose
|
||||
of a test query in data retrieval?: This is a simulated search result for demonstration
|
||||
purposes."}], "model": "gpt-4o-mini", "stop": ["\nObservation:"]}'
|
||||
headers:
|
||||
accept:
|
||||
- application/json
|
||||
accept-encoding:
|
||||
- gzip, deflate, zstd
|
||||
connection:
|
||||
- keep-alive
|
||||
content-length:
|
||||
- '1846'
|
||||
content-type:
|
||||
- application/json
|
||||
cookie:
|
||||
- __cf_bm=skEg5DBE_nQ5gLAsfGzhjTetiNUJ_Y2bXWLMsvjIi7s-1744222695-1.0.1.1-qyjwnTgJKwF54pRhf0YHxW_BUw6p7SC60kwFsF9XTq4i2u2mnFKVq4WbsgvQDeuDEIxyaNb.ngWUVOU1GIX1O2Hcxcdn6TSaJ8NXTQw28F8;
|
||||
_cfuvid=Hwvd7n4RVfOZLGiOKPaHmYJC7h8rCQmlmnBgBsKqy4Y-1744222695443-0.0.1.1-604800000
|
||||
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:
|
||||
content: "{\n \"id\": \"chatcmpl-BKUIOqyLDCIZv6YIz1hlaW479SIzg\",\n \"object\":
|
||||
\"chat.completion\",\n \"created\": 1744222716,\n \"model\": \"gpt-4o-mini-2024-07-18\",\n
|
||||
\ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\":
|
||||
\"assistant\",\n \"content\": \"```\\nThought: I now know the final answer\\nFinal
|
||||
Answer: {\\n \\\"test_field\\\": \\\"A test query is utilized to evaluate the
|
||||
functionality, performance, and accuracy of data retrieval systems, ensuring
|
||||
they return expected results.\\\"\\n}\\n```\",\n \"refusal\": null,\n
|
||||
\ \"annotations\": []\n },\n \"logprobs\": null,\n \"finish_reason\":
|
||||
\"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\": 362,\n \"completion_tokens\":
|
||||
49,\n \"total_tokens\": 411,\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_b376dfbbd5\"\n}\n"
|
||||
headers:
|
||||
CF-RAY:
|
||||
- 92dc020a3defcf41-SJC
|
||||
Connection:
|
||||
- keep-alive
|
||||
Content-Encoding:
|
||||
- gzip
|
||||
Content-Type:
|
||||
- application/json
|
||||
Date:
|
||||
- Wed, 09 Apr 2025 18:18:37 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:
|
||||
- '805'
|
||||
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:
|
||||
- '149999588'
|
||||
x-ratelimit-reset-requests:
|
||||
- 2ms
|
||||
x-ratelimit-reset-tokens:
|
||||
- 0s
|
||||
x-request-id:
|
||||
- req_3b6c80fd3066b9e0054d0d2280bc4c98
|
||||
http_version: HTTP/1.1
|
||||
status_code: 200
|
||||
version: 1
|
||||
File diff suppressed because it is too large
Load Diff
249
tests/cassettes/test_lite_agent_returns_usage_metrics_async.yaml
Normal file
249
tests/cassettes/test_lite_agent_returns_usage_metrics_async.yaml
Normal file
@@ -0,0 +1,249 @@
|
||||
interactions:
|
||||
- request:
|
||||
body: '{"messages": [{"role": "system", "content": "You are Research Assistant.
|
||||
You are a helpful research assistant who can search for information about the
|
||||
population of Tokyo.\nYour personal goal is: Find information about the population
|
||||
of Tokyo\n\nYou ONLY have access to the following tools, and should NEVER make
|
||||
up tools that are not listed here:\n\nTool Name: search_web\nTool Arguments:
|
||||
{''query'': {''description'': None, ''type'': ''str''}}\nTool Description: Search
|
||||
the web for information about a topic.\n\nIMPORTANT: Use the following format
|
||||
in your response:\n\n```\nThought: you should always think about what to do\nAction:
|
||||
the action to take, only one name of [search_web], just the name, exactly as
|
||||
it''s written.\nAction Input: the input to the action, just a simple JSON object,
|
||||
enclosed in curly braces, using \" to wrap keys and values.\nObservation: the
|
||||
result of the action\n```\n\nOnce all necessary information is gathered, return
|
||||
the following format:\n\n```\nThought: I now know the final answer\nFinal Answer:
|
||||
the final answer to the original input question\n```"}, {"role": "user", "content":
|
||||
"What is the population of Tokyo? Return your strucutred output in JSON format
|
||||
with the following fields: summary, confidence"}], "model": "gpt-4o-mini", "stop":
|
||||
["\nObservation:"]}'
|
||||
headers:
|
||||
accept:
|
||||
- application/json
|
||||
accept-encoding:
|
||||
- gzip, deflate, zstd
|
||||
connection:
|
||||
- keep-alive
|
||||
content-length:
|
||||
- '1290'
|
||||
content-type:
|
||||
- application/json
|
||||
cookie:
|
||||
- _cfuvid=u769MG.poap6iEjFpbByMFUC0FygMEqYSurr5DfLbas-1743447969501-0.0.1.1-604800000
|
||||
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:
|
||||
content: "{\n \"id\": \"chatcmpl-BKUM5MZbz4TG6qmUtTrgKo8gI48FO\",\n \"object\":
|
||||
\"chat.completion\",\n \"created\": 1744222945,\n \"model\": \"gpt-4o-mini-2024-07-18\",\n
|
||||
\ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\":
|
||||
\"assistant\",\n \"content\": \"```\\nThought: I need to find the current
|
||||
population of Tokyo.\\nAction: search_web\\nAction Input: {\\\"query\\\":\\\"current
|
||||
population of Tokyo 2023\\\"}\",\n \"refusal\": null,\n \"annotations\":
|
||||
[]\n },\n \"logprobs\": null,\n \"finish_reason\": \"stop\"\n
|
||||
\ }\n ],\n \"usage\": {\n \"prompt_tokens\": 248,\n \"completion_tokens\":
|
||||
33,\n \"total_tokens\": 281,\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_b376dfbbd5\"\n}\n"
|
||||
headers:
|
||||
CF-RAY:
|
||||
- 92dc079f8e5a7ab0-SJC
|
||||
Connection:
|
||||
- keep-alive
|
||||
Content-Encoding:
|
||||
- gzip
|
||||
Content-Type:
|
||||
- application/json
|
||||
Date:
|
||||
- Wed, 09 Apr 2025 18:22:26 GMT
|
||||
Server:
|
||||
- cloudflare
|
||||
Set-Cookie:
|
||||
- __cf_bm=1F.UUVSjZyp8QMRT0dTQXUJc5WlGpC3xAx4FY7KCQbs-1744222946-1.0.1.1-vcXIZcokSjfxyFeoTTUAWmBGmJpv0ss9iFqt5EJVZGE1PvSV2ov0erCS.KIo0xItBMuX_MtCgDSaYMPI3L9QDsLatWqfUFieHiFh0CrX4h8;
|
||||
path=/; expires=Wed, 09-Apr-25 18:52:26 GMT; domain=.api.openai.com; HttpOnly;
|
||||
Secure; SameSite=None
|
||||
- _cfuvid=RbJuVW8hReYElyyghEbAFletdnJZ2mk5rn9D8EGuyNk-1744222946580-0.0.1.1-604800000;
|
||||
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:
|
||||
- '1282'
|
||||
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:
|
||||
- '149999713'
|
||||
x-ratelimit-reset-requests:
|
||||
- 2ms
|
||||
x-ratelimit-reset-tokens:
|
||||
- 0s
|
||||
x-request-id:
|
||||
- req_845ed875afd48dee3d88f33cbab88cc2
|
||||
http_version: HTTP/1.1
|
||||
status_code: 200
|
||||
- request:
|
||||
body: '{"messages": [{"role": "system", "content": "You are Research Assistant.
|
||||
You are a helpful research assistant who can search for information about the
|
||||
population of Tokyo.\nYour personal goal is: Find information about the population
|
||||
of Tokyo\n\nYou ONLY have access to the following tools, and should NEVER make
|
||||
up tools that are not listed here:\n\nTool Name: search_web\nTool Arguments:
|
||||
{''query'': {''description'': None, ''type'': ''str''}}\nTool Description: Search
|
||||
the web for information about a topic.\n\nIMPORTANT: Use the following format
|
||||
in your response:\n\n```\nThought: you should always think about what to do\nAction:
|
||||
the action to take, only one name of [search_web], just the name, exactly as
|
||||
it''s written.\nAction Input: the input to the action, just a simple JSON object,
|
||||
enclosed in curly braces, using \" to wrap keys and values.\nObservation: the
|
||||
result of the action\n```\n\nOnce all necessary information is gathered, return
|
||||
the following format:\n\n```\nThought: I now know the final answer\nFinal Answer:
|
||||
the final answer to the original input question\n```"}, {"role": "user", "content":
|
||||
"What is the population of Tokyo? Return your strucutred output in JSON format
|
||||
with the following fields: summary, confidence"}, {"role": "assistant", "content":
|
||||
"```\nThought: I need to find the current population of Tokyo.\nAction: search_web\nAction
|
||||
Input: {\"query\":\"current population of Tokyo 2023\"}\nObservation: Tokyo''s
|
||||
population in 2023 was approximately 21 million people in the city proper, and
|
||||
37 million in the greater metropolitan area."}], "model": "gpt-4o-mini", "stop":
|
||||
["\nObservation:"]}'
|
||||
headers:
|
||||
accept:
|
||||
- application/json
|
||||
accept-encoding:
|
||||
- gzip, deflate, zstd
|
||||
connection:
|
||||
- keep-alive
|
||||
content-length:
|
||||
- '1619'
|
||||
content-type:
|
||||
- application/json
|
||||
cookie:
|
||||
- _cfuvid=RbJuVW8hReYElyyghEbAFletdnJZ2mk5rn9D8EGuyNk-1744222946580-0.0.1.1-604800000;
|
||||
__cf_bm=1F.UUVSjZyp8QMRT0dTQXUJc5WlGpC3xAx4FY7KCQbs-1744222946-1.0.1.1-vcXIZcokSjfxyFeoTTUAWmBGmJpv0ss9iFqt5EJVZGE1PvSV2ov0erCS.KIo0xItBMuX_MtCgDSaYMPI3L9QDsLatWqfUFieHiFh0CrX4h8
|
||||
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:
|
||||
content: "{\n \"id\": \"chatcmpl-BKUM69pnk6VLn5rpDjGdg21mOxFke\",\n \"object\":
|
||||
\"chat.completion\",\n \"created\": 1744222946,\n \"model\": \"gpt-4o-mini-2024-07-18\",\n
|
||||
\ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\":
|
||||
\"assistant\",\n \"content\": \"```\\nThought: I now know the final answer\\nFinal
|
||||
Answer: {\\\"summary\\\":\\\"The population of Tokyo is approximately 21 million
|
||||
in the city proper and 37 million in the greater metropolitan area as of 2023.\\\",\\\"confidence\\\":\\\"high\\\"}\\n```\",\n
|
||||
\ \"refusal\": null,\n \"annotations\": []\n },\n \"logprobs\":
|
||||
null,\n \"finish_reason\": \"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\":
|
||||
315,\n \"completion_tokens\": 51,\n \"total_tokens\": 366,\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_b376dfbbd5\"\n}\n"
|
||||
headers:
|
||||
CF-RAY:
|
||||
- 92dc07a8ac9f7ab0-SJC
|
||||
Connection:
|
||||
- keep-alive
|
||||
Content-Encoding:
|
||||
- gzip
|
||||
Content-Type:
|
||||
- application/json
|
||||
Date:
|
||||
- Wed, 09 Apr 2025 18:22:27 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:
|
||||
- '1024'
|
||||
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:
|
||||
- '149999642'
|
||||
x-ratelimit-reset-requests:
|
||||
- 2ms
|
||||
x-ratelimit-reset-tokens:
|
||||
- 0s
|
||||
x-request-id:
|
||||
- req_d72860d8629025988b1170e939bc1f20
|
||||
http_version: HTTP/1.1
|
||||
status_code: 200
|
||||
version: 1
|
||||
Reference in New Issue
Block a user