Files
crewAI/tests/cassettes/test_crew_with_delegating_agents.yaml

565 lines
28 KiB
YAML

interactions:
- request:
body: '{"messages": [{"role": "system", "content": "You are CEO. You''re an long
time CEO of a content creation agency with a Senior Writer on the team. You''re
now working on a new project and want to make sure the content produced is amazing.\nYour
personal goal is: Make sure the writers in your company produce amazing content.\nYou
ONLY have access to the following tools, and should NEVER make up tools that
are not listed here:\n\nTool Name: Delegate work to coworker(task: str, context:
str, coworker: Optional[str] = None, **kwargs)\nTool Description: Delegate a
specific task to one of the following coworkers: Senior Writer\nThe input to
this tool should be the coworker, the task you want them to do, and ALL necessary
context to execute the task, they know nothing about the task, so share absolute
everything you know, don''t reference things but instead explain them.\nTool
Arguments: {''task'': {''title'': ''Task'', ''type'': ''string''}, ''context'':
{''title'': ''Context'', ''type'': ''string''}, ''coworker'': {''title'': ''Coworker'',
''type'': ''string''}, ''kwargs'': {''title'': ''Kwargs'', ''type'': ''object''}}\nTool
Name: Ask question to coworker(question: str, context: str, coworker: Optional[str]
= None, **kwargs)\nTool Description: Ask a specific question to one of the following
coworkers: Senior Writer\nThe input to this tool should be the coworker, the
question you have for them, and ALL necessary context to ask the question properly,
they know nothing about the question, so share absolute everything you know,
don''t reference things but instead explain them.\nTool Arguments: {''question'':
{''title'': ''Question'', ''type'': ''string''}, ''context'': {''title'': ''Context'',
''type'': ''string''}, ''coworker'': {''title'': ''Coworker'', ''type'': ''string''},
''kwargs'': {''title'': ''Kwargs'', ''type'': ''object''}}\n\nUse the following
format:\n\nThought: you should always think about what to do\nAction: the action
to take, only one name of [Delegate work to coworker, Ask question to coworker],
just the name, exactly as it''s written.\nAction Input: the input to the action,
just a simple python dictionary, enclosed in curly braces, using \" to wrap
keys and values.\nObservation: the result of the action\n\nOnce all necessary
information is gathered:\n\nThought: I now know the final answer\nFinal Answer:
the final answer to the original input question\n"}, {"role": "user", "content":
"\nCurrent Task: Produce and amazing 1 paragraph draft of an article about AI
Agents.\n\nThis is the expect criteria for your final answer: A 4 paragraph
article about AI.\nyou MUST return the actual complete content as the final
answer, not a summary.\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"}'
headers:
accept:
- application/json
accept-encoding:
- gzip, deflate
connection:
- keep-alive
content-length:
- '2762'
content-type:
- application/json
cookie:
- __cf_bm=9.8sBYBkvBR8R1K_bVF7xgU..80XKlEIg3N2OBbTSCU-1727214102-1.0.1.1-.qiTLXbPamYUMSuyNsOEB9jhGu.jOifujOrx9E2JZvStbIZ9RTIiE44xKKNfLPxQkOi6qAT3h6htK8lPDGV_5g;
_cfuvid=lbRdAddVWV6W3f5Dm9SaOPWDUOxqtZBSPr_fTW26nEA-1727213194587-0.0.1.1-604800000
host:
- api.openai.com
user-agent:
- OpenAI/Python 1.47.0
x-stainless-arch:
- arm64
x-stainless-async:
- 'false'
x-stainless-lang:
- python
x-stainless-os:
- MacOS
x-stainless-package-version:
- 1.47.0
x-stainless-raw-response:
- 'true'
x-stainless-runtime:
- CPython
x-stainless-runtime-version:
- 3.11.7
method: POST
uri: https://api.openai.com/v1/chat/completions
response:
content: "{\n \"id\": \"chatcmpl-AB7ZvxqgeOayGTQWwR61ASlZp0s74\",\n \"object\":
\"chat.completion\",\n \"created\": 1727214103,\n \"model\": \"gpt-4o-2024-05-13\",\n
\ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\":
\"assistant\",\n \"content\": \"Thought: To ensure the content is amazing,
I'll delegate the task of producing a one-paragraph draft of an article about
AI Agents to the Senior Writer with all necessary context.\\n\\nAction: Delegate
work to coworker\\nAction Input: \\n{\\n \\\"coworker\\\": \\\"Senior Writer\\\",
\\n \\\"task\\\": \\\"Produce a one paragraph draft of an article about AI
Agents\\\", \\n \\\"context\\\": \\\"We need an amazing one-paragraph draft
as the beginning of a 4-paragraph article about AI Agents. This is for a high-stakes
project that critically impacts our company. The paragraph should highlight
what AI Agents are, their significance, and how they are transforming various
industries. The tone should be professional yet engaging. Make sure the content
is original, insightful, and thoroughly researched.\\\"\\n}\",\n \"refusal\":
null\n },\n \"logprobs\": null,\n \"finish_reason\": \"stop\"\n
\ }\n ],\n \"usage\": {\n \"prompt_tokens\": 608,\n \"completion_tokens\":
160,\n \"total_tokens\": 768,\n \"completion_tokens_details\": {\n \"reasoning_tokens\":
0\n }\n },\n \"system_fingerprint\": \"fp_e375328146\"\n}\n"
headers:
CF-Cache-Status:
- DYNAMIC
CF-RAY:
- 8c85f0b038a71cf3-GRU
Connection:
- keep-alive
Content-Encoding:
- gzip
Content-Type:
- application/json
Date:
- Tue, 24 Sep 2024 21:41:45 GMT
Server:
- cloudflare
Transfer-Encoding:
- chunked
X-Content-Type-Options:
- nosniff
access-control-expose-headers:
- X-Request-ID
openai-organization:
- crewai-iuxna1
openai-processing-ms:
- '1826'
openai-version:
- '2020-10-01'
strict-transport-security:
- max-age=31536000; includeSubDomains; preload
x-ratelimit-limit-requests:
- '10000'
x-ratelimit-limit-tokens:
- '30000000'
x-ratelimit-remaining-requests:
- '9999'
x-ratelimit-remaining-tokens:
- '29999325'
x-ratelimit-reset-requests:
- 6ms
x-ratelimit-reset-tokens:
- 1ms
x-request-id:
- req_79054638deeb01da76c5bba273bffc28
http_version: HTTP/1.1
status_code: 200
- request:
body: !!binary |
Cq8OCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkShg4KEgoQY3Jld2FpLnRl
bGVtZXRyeRKQAgoQg15EMIBbDpydrcK3GAUYfBII5VYz5B10kmgqDlRhc2sgRXhlY3V0aW9uMAE5
aGIpYwtM+BdBIO6VVRNM+BdKLgoIY3Jld19rZXkSIgogZTNmZGEwZjMxMTBmZTgwYjE4OTQ3YzAx
NDcxNDMwYTRKMQoHY3Jld19pZBImCiRjNzM1NzdhYi0xYThhLTQzMGYtYjYyZi01MTBlYWMyMWI3
MThKLgoIdGFza19rZXkSIgogNWZhNjVjMDZhOWUzMWYyYzY5NTQzMjY2OGFjZDYyZGRKMQoHdGFz
a19pZBImCiQ3MjAzMjYyMC0yMzJmLTQ5ZTMtOGMyNy0xYzBlOWJhNjFiZDB6AhgBhQEAAQAAEssJ
ChB+du4H1wHcku5blhLQBtuoEgiXVguc5KA1RyoMQ3JldyBDcmVhdGVkMAE54IJsVxNM+BdBcCN4
VxNM+BdKGgoOY3Jld2FpX3ZlcnNpb24SCAoGMC42MS4wShoKDnB5dGhvbl92ZXJzaW9uEggKBjMu
MTEuN0ouCghjcmV3X2tleRIiCiBlNjQ5NTczYTI2ZTU4NzkwY2FjMjFhMzdjZDQ0NDM3YUoxCgdj
cmV3X2lkEiYKJDI4ZTY0YmQ3LWNlYWMtNDYxOS04MmM3LTIzNmRkNTQxOGM4N0ocCgxjcmV3X3By
b2Nlc3MSDAoKc2VxdWVudGlhbEoRCgtjcmV3X21lbW9yeRICEABKGgoUY3Jld19udW1iZXJfb2Zf
dGFza3MSAhgBShsKFWNyZXdfbnVtYmVyX29mX2FnZW50cxICGAJKgAUKC2NyZXdfYWdlbnRzEvAE
Cu0EW3sia2V5IjogIjMyODIxN2I2YzI5NTliZGZjNDdjYWQwMGU4NDg5MGQwIiwgImlkIjogIjQ1
NjMxMmU3LThkMmMtNDcyMi1iNWNkLTlhMGRhMzg5MmM3OCIsICJyb2xlIjogIkNFTyIsICJ2ZXJi
b3NlPyI6IGZhbHNlLCAibWF4X2l0ZXIiOiAxNSwgIm1heF9ycG0iOiBudWxsLCAiZnVuY3Rpb25f
Y2FsbGluZ19sbG0iOiAiIiwgImxsbSI6ICJncHQtNG8iLCAiZGVsZWdhdGlvbl9lbmFibGVkPyI6
IHRydWUsICJhbGxvd19jb2RlX2V4ZWN1dGlvbj8iOiBmYWxzZSwgIm1heF9yZXRyeV9saW1pdCI6
IDIsICJ0b29sc19uYW1lcyI6IFtdfSwgeyJrZXkiOiAiOWE1MDE1ZWY0ODk1ZGM2Mjc4ZDU0ODE4
YmE0NDZhZjciLCAiaWQiOiAiMTM0MDg5MjAtNzVjOC00MTk3LWIwNmQtY2I4MmNkZjhkZDhhIiwg
InJvbGUiOiAiU2VuaW9yIFdyaXRlciIsICJ2ZXJib3NlPyI6IGZhbHNlLCAibWF4X2l0ZXIiOiAx
NSwgIm1heF9ycG0iOiBudWxsLCAiZnVuY3Rpb25fY2FsbGluZ19sbG0iOiAiIiwgImxsbSI6ICJn
cHQtNG8iLCAiZGVsZWdhdGlvbl9lbmFibGVkPyI6IGZhbHNlLCAiYWxsb3dfY29kZV9leGVjdXRp
b24/IjogZmFsc2UsICJtYXhfcmV0cnlfbGltaXQiOiAyLCAidG9vbHNfbmFtZXMiOiBbXX1dSvgB
CgpjcmV3X3Rhc2tzEukBCuYBW3sia2V5IjogIjBiOWQ2NWRiNmI3YWVkZmIzOThjNTllMmE5Zjcx
ZWM1IiwgImlkIjogImQ0YjVhZmE2LTczNTEtNDUxMy04NzY2LTIzOGNjYTk5ZjRlZiIsICJhc3lu
Y19leGVjdXRpb24/IjogZmFsc2UsICJodW1hbl9pbnB1dD8iOiBmYWxzZSwgImFnZW50X3JvbGUi
OiAiQ0VPIiwgImFnZW50X2tleSI6ICIzMjgyMTdiNmMyOTU5YmRmYzQ3Y2FkMDBlODQ4OTBkMCIs
ICJ0b29sc19uYW1lcyI6IFtdfV16AhgBhQEAAQAAEo4CChCLEGLGYlBkv0YucoYjY1NeEghRpGin
zpZUiSoMVGFzayBDcmVhdGVkMAE5KCA2WBNM+BdBaLw2WBNM+BdKLgoIY3Jld19rZXkSIgogZTY0
OTU3M2EyNmU1ODc5MGNhYzIxYTM3Y2Q0NDQzN2FKMQoHY3Jld19pZBImCiQyOGU2NGJkNy1jZWFj
LTQ2MTktODJjNy0yMzZkZDU0MThjODdKLgoIdGFza19rZXkSIgogMGI5ZDY1ZGI2YjdhZWRmYjM5
OGM1OWUyYTlmNzFlYzVKMQoHdGFza19pZBImCiRkNGI1YWZhNi03MzUxLTQ1MTMtODc2Ni0yMzhj
Y2E5OWY0ZWZ6AhgBhQEAAQAA
headers:
Accept:
- '*/*'
Accept-Encoding:
- gzip, deflate
Connection:
- keep-alive
Content-Length:
- '1842'
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:
- Tue, 24 Sep 2024 21:41:46 GMT
status:
code: 200
message: OK
- request:
body: '{"messages": [{"role": "system", "content": "You are Senior Writer. You''re
a senior writer, specialized in technology, software engineering, AI and startups.
You work as a freelancer and are now working on writing content for a new customer.\nYour
personal goal is: Write the best content about AI and AI agents.\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: Produce a one paragraph draft of an article about AI Agents\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:\nWe need an amazing one-paragraph draft as the beginning
of a 4-paragraph article about AI Agents. This is for a high-stakes project
that critically impacts our company. The paragraph should highlight what AI
Agents are, their significance, and how they are transforming various industries.
The tone should be professional yet engaging. Make sure the content is original,
insightful, and thoroughly researched.\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"}'
headers:
accept:
- application/json
accept-encoding:
- gzip, deflate
connection:
- keep-alive
content-length:
- '1545'
content-type:
- application/json
cookie:
- __cf_bm=9.8sBYBkvBR8R1K_bVF7xgU..80XKlEIg3N2OBbTSCU-1727214102-1.0.1.1-.qiTLXbPamYUMSuyNsOEB9jhGu.jOifujOrx9E2JZvStbIZ9RTIiE44xKKNfLPxQkOi6qAT3h6htK8lPDGV_5g;
_cfuvid=lbRdAddVWV6W3f5Dm9SaOPWDUOxqtZBSPr_fTW26nEA-1727213194587-0.0.1.1-604800000
host:
- api.openai.com
user-agent:
- OpenAI/Python 1.47.0
x-stainless-arch:
- arm64
x-stainless-async:
- 'false'
x-stainless-lang:
- python
x-stainless-os:
- MacOS
x-stainless-package-version:
- 1.47.0
x-stainless-raw-response:
- 'true'
x-stainless-runtime:
- CPython
x-stainless-runtime-version:
- 3.11.7
method: POST
uri: https://api.openai.com/v1/chat/completions
response:
content: "{\n \"id\": \"chatcmpl-AB7ZxDYcPlSiBZsftdRs2cWbUJllW\",\n \"object\":
\"chat.completion\",\n \"created\": 1727214105,\n \"model\": \"gpt-4o-2024-05-13\",\n
\ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\":
\"assistant\",\n \"content\": \"I now can give a great answer \\nFinal
Answer: Artificial Intelligence (AI) Agents are sophisticated computer programs
designed to perform tasks that typically require human intelligence, such as
decision making, problem-solving, and learning. These agents operate autonomously,
utilizing vast amounts of data, advanced algorithms, and machine learning techniques
to analyze their environment, adapt to new information, and improve their performance
over time. The significance of AI Agents lies in their transformative potential
across various industries. In healthcare, they assist in diagnosing diseases
with greater accuracy; in finance, they predict market trends and manage risks;
in customer service, they provide personalized and efficient responses. As these
AI-powered entities continue to evolve, they are not only enhancing operational
efficiencies but also driving innovation and creating new opportunities for
growth and development in every sector they penetrate.\",\n \"refusal\":
null\n },\n \"logprobs\": null,\n \"finish_reason\": \"stop\"\n
\ }\n ],\n \"usage\": {\n \"prompt_tokens\": 297,\n \"completion_tokens\":
160,\n \"total_tokens\": 457,\n \"completion_tokens_details\": {\n \"reasoning_tokens\":
0\n }\n },\n \"system_fingerprint\": \"fp_e375328146\"\n}\n"
headers:
CF-Cache-Status:
- DYNAMIC
CF-RAY:
- 8c85f0c0cf961cf3-GRU
Connection:
- keep-alive
Content-Encoding:
- gzip
Content-Type:
- application/json
Date:
- Tue, 24 Sep 2024 21:41:48 GMT
Server:
- cloudflare
Transfer-Encoding:
- chunked
X-Content-Type-Options:
- nosniff
access-control-expose-headers:
- X-Request-ID
openai-organization:
- crewai-iuxna1
openai-processing-ms:
- '2468'
openai-version:
- '2020-10-01'
strict-transport-security:
- max-age=31536000; includeSubDomains; preload
x-ratelimit-limit-requests:
- '10000'
x-ratelimit-limit-tokens:
- '30000000'
x-ratelimit-remaining-requests:
- '9999'
x-ratelimit-remaining-tokens:
- '29999625'
x-ratelimit-reset-requests:
- 6ms
x-ratelimit-reset-tokens:
- 0s
x-request-id:
- req_66c8801b42ac865249246d98225c1492
http_version: HTTP/1.1
status_code: 200
- request:
body: !!binary |
CtwBCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSswEKEgoQY3Jld2FpLnRl
bGVtZXRyeRKcAQoQROg/k5NCUGdgfvfLrFlQDxIIlfh6oMbmqu0qClRvb2wgVXNhZ2UwATlws+Wj
FEz4F0EwBeijFEz4F0oaCg5jcmV3YWlfdmVyc2lvbhIICgYwLjYxLjBKKAoJdG9vbF9uYW1lEhsK
GURlbGVnYXRlIHdvcmsgdG8gY293b3JrZXJKDgoIYXR0ZW1wdHMSAhgBegIYAYUBAAEAAA==
headers:
Accept:
- '*/*'
Accept-Encoding:
- gzip, deflate
Connection:
- keep-alive
Content-Length:
- '223'
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:
- Tue, 24 Sep 2024 21:41:51 GMT
status:
code: 200
message: OK
- request:
body: '{"messages": [{"role": "system", "content": "You are CEO. You''re an long
time CEO of a content creation agency with a Senior Writer on the team. You''re
now working on a new project and want to make sure the content produced is amazing.\nYour
personal goal is: Make sure the writers in your company produce amazing content.\nYou
ONLY have access to the following tools, and should NEVER make up tools that
are not listed here:\n\nTool Name: Delegate work to coworker(task: str, context:
str, coworker: Optional[str] = None, **kwargs)\nTool Description: Delegate a
specific task to one of the following coworkers: Senior Writer\nThe input to
this tool should be the coworker, the task you want them to do, and ALL necessary
context to execute the task, they know nothing about the task, so share absolute
everything you know, don''t reference things but instead explain them.\nTool
Arguments: {''task'': {''title'': ''Task'', ''type'': ''string''}, ''context'':
{''title'': ''Context'', ''type'': ''string''}, ''coworker'': {''title'': ''Coworker'',
''type'': ''string''}, ''kwargs'': {''title'': ''Kwargs'', ''type'': ''object''}}\nTool
Name: Ask question to coworker(question: str, context: str, coworker: Optional[str]
= None, **kwargs)\nTool Description: Ask a specific question to one of the following
coworkers: Senior Writer\nThe input to this tool should be the coworker, the
question you have for them, and ALL necessary context to ask the question properly,
they know nothing about the question, so share absolute everything you know,
don''t reference things but instead explain them.\nTool Arguments: {''question'':
{''title'': ''Question'', ''type'': ''string''}, ''context'': {''title'': ''Context'',
''type'': ''string''}, ''coworker'': {''title'': ''Coworker'', ''type'': ''string''},
''kwargs'': {''title'': ''Kwargs'', ''type'': ''object''}}\n\nUse the following
format:\n\nThought: you should always think about what to do\nAction: the action
to take, only one name of [Delegate work to coworker, Ask question to coworker],
just the name, exactly as it''s written.\nAction Input: the input to the action,
just a simple python dictionary, enclosed in curly braces, using \" to wrap
keys and values.\nObservation: the result of the action\n\nOnce all necessary
information is gathered:\n\nThought: I now know the final answer\nFinal Answer:
the final answer to the original input question\n"}, {"role": "user", "content":
"\nCurrent Task: Produce and amazing 1 paragraph draft of an article about AI
Agents.\n\nThis is the expect criteria for your final answer: A 4 paragraph
article about AI.\nyou MUST return the actual complete content as the final
answer, not a summary.\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:"},
{"role": "assistant", "content": "Thought: To ensure the content is amazing,
I''ll delegate the task of producing a one-paragraph draft of an article about
AI Agents to the Senior Writer with all necessary context.\n\nAction: Delegate
work to coworker\nAction Input: \n{\n \"coworker\": \"Senior Writer\", \n \"task\":
\"Produce a one paragraph draft of an article about AI Agents\", \n \"context\":
\"We need an amazing one-paragraph draft as the beginning of a 4-paragraph article
about AI Agents. This is for a high-stakes project that critically impacts our
company. The paragraph should highlight what AI Agents are, their significance,
and how they are transforming various industries. The tone should be professional
yet engaging. Make sure the content is original, insightful, and thoroughly
researched.\"\n}\nObservation: Artificial Intelligence (AI) Agents are sophisticated
computer programs designed to perform tasks that typically require human intelligence,
such as decision making, problem-solving, and learning. These agents operate
autonomously, utilizing vast amounts of data, advanced algorithms, and machine
learning techniques to analyze their environment, adapt to new information,
and improve their performance over time. The significance of AI Agents lies
in their transformative potential across various industries. In healthcare,
they assist in diagnosing diseases with greater accuracy; in finance, they predict
market trends and manage risks; in customer service, they provide personalized
and efficient responses. As these AI-powered entities continue to evolve, they
are not only enhancing operational efficiencies but also driving innovation
and creating new opportunities for growth and development in every sector they
penetrate."}], "model": "gpt-4o"}'
headers:
accept:
- application/json
accept-encoding:
- gzip, deflate
connection:
- keep-alive
content-length:
- '4536'
content-type:
- application/json
cookie:
- __cf_bm=9.8sBYBkvBR8R1K_bVF7xgU..80XKlEIg3N2OBbTSCU-1727214102-1.0.1.1-.qiTLXbPamYUMSuyNsOEB9jhGu.jOifujOrx9E2JZvStbIZ9RTIiE44xKKNfLPxQkOi6qAT3h6htK8lPDGV_5g;
_cfuvid=lbRdAddVWV6W3f5Dm9SaOPWDUOxqtZBSPr_fTW26nEA-1727213194587-0.0.1.1-604800000
host:
- api.openai.com
user-agent:
- OpenAI/Python 1.47.0
x-stainless-arch:
- arm64
x-stainless-async:
- 'false'
x-stainless-lang:
- python
x-stainless-os:
- MacOS
x-stainless-package-version:
- 1.47.0
x-stainless-raw-response:
- 'true'
x-stainless-runtime:
- CPython
x-stainless-runtime-version:
- 3.11.7
method: POST
uri: https://api.openai.com/v1/chat/completions
response:
content: "{\n \"id\": \"chatcmpl-AB7a1PO3pMNybn76wXDFc5HE7ZRsL\",\n \"object\":
\"chat.completion\",\n \"created\": 1727214109,\n \"model\": \"gpt-4o-2024-05-13\",\n
\ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\":
\"assistant\",\n \"content\": \"Thought: The paragraph provided by the
Senior Writer is well-detailed and engaging. I will now structure the 4-paragraph
article around this draft, adding an introduction, expanding on the specific
applications in various industries, and concluding with the potential future
impact of AI Agents.\\n\\nFinal Answer:\\n\\nArtificial Intelligence (AI) Agents
are sophisticated computer programs designed to perform tasks that typically
require human intelligence, such as decision making, problem-solving, and learning.
These agents operate autonomously, utilizing vast amounts of data, advanced
algorithms, and machine learning techniques to analyze their environment, adapt
to new information, and improve their performance over time.\\n\\nThe significance
of AI Agents lies in their transformative potential across various industries.
In healthcare, for example, they assist in diagnosing diseases with greater
accuracy and speed than human practitioners, offering personalized treatment
plans by analyzing patient data. In finance, AI Agents predict market trends,
manage risks, and even execute trades, contributing to more stable and profitable
financial systems. Customer service sectors benefit significantly from AI Agents,
as they provide personalized and efficient responses, often resolving issues
faster than traditional methods.\\n\\nMoreover, AI Agents are also making substantial
contributions in fields like education and manufacturing. In education, they
offer tailored learning experiences by assessing individual student needs and
adjusting teaching methods accordingly. They help educators identify students
who might need additional support and provide resources to enhance learning
outcomes. In manufacturing, AI Agents optimize production lines, predict equipment
failures, and improve supply chain management, thus boosting productivity and
reducing downtime.\\n\\nAs these AI-powered entities continue to evolve, they
are not only enhancing operational efficiencies but also driving innovation
and creating new opportunities for growth and development in every sector they
penetrate. The future of AI Agents looks promising, with the potential to revolutionize
the way we live and work, making processes more efficient, decisions more data-driven,
and solutions more innovative than ever before.\\n\\nThis is now a well-rounded,
four-paragraph article that comprehensively covers the topic of AI Agents.\\n\\nFinal
Answer: This is the complete content as specified:\\nArtificial Intelligence
(AI) Agents are sophisticated computer programs designed to perform tasks that
typically require human intelligence, such as decision making, problem-solving,
and learning. These agents operate autonomously, utilizing vast amounts of data,
advanced algorithms, and machine learning techniques to analyze their environment,
adapt to new information, and improve their performance over time.\\n\\nThe
significance of AI Agents lies in their transformative potential across various
industries. In healthcare, for example, they assist in diagnosing diseases with
greater accuracy and speed than human practitioners, offering personalized treatment
plans by analyzing patient data. In finance, AI Agents predict market trends,
manage risks, and even execute trades, contributing to more stable and profitable
financial systems. Customer service sectors benefit significantly from AI Agents,
as they provide personalized and efficient responses, often resolving issues
faster than traditional methods.\\n\\nMoreover, AI Agents are also making substantial
contributions in fields like education and manufacturing. In education, they
offer tailored learning experiences by assessing individual student needs and
adjusting teaching methods accordingly. They help educators identify students
who might need additional support and provide resources to enhance learning
outcomes. In manufacturing, AI Agents optimize production lines, predict equipment
failures, and improve supply chain management, thus boosting productivity and
reducing downtime.\\n\\nAs these AI-powered entities continue to evolve, they
are not only enhancing operational efficiencies but also driving innovation
and creating new opportunities for growth and development in every sector they
penetrate. The future of AI Agents looks promising, with the potential to revolutionize
the way we live and work, making processes more efficient, decisions more data-driven,
and solutions more innovative than ever before.\",\n \"refusal\": null\n
\ },\n \"logprobs\": null,\n \"finish_reason\": \"stop\"\n }\n
\ ],\n \"usage\": {\n \"prompt_tokens\": 923,\n \"completion_tokens\":
715,\n \"total_tokens\": 1638,\n \"completion_tokens_details\": {\n \"reasoning_tokens\":
0\n }\n },\n \"system_fingerprint\": \"fp_e375328146\"\n}\n"
headers:
CF-Cache-Status:
- DYNAMIC
CF-RAY:
- 8c85f0d2f90c1cf3-GRU
Connection:
- keep-alive
Content-Encoding:
- gzip
Content-Type:
- application/json
Date:
- Tue, 24 Sep 2024 21:41:58 GMT
Server:
- cloudflare
Transfer-Encoding:
- chunked
X-Content-Type-Options:
- nosniff
access-control-expose-headers:
- X-Request-ID
openai-organization:
- crewai-iuxna1
openai-processing-ms:
- '8591'
openai-version:
- '2020-10-01'
strict-transport-security:
- max-age=31536000; includeSubDomains; preload
x-ratelimit-limit-requests:
- '10000'
x-ratelimit-limit-tokens:
- '30000000'
x-ratelimit-remaining-requests:
- '9999'
x-ratelimit-remaining-tokens:
- '29998895'
x-ratelimit-reset-requests:
- 6ms
x-ratelimit-reset-tokens:
- 2ms
x-request-id:
- req_2b51b5cff02148d29b04284b40ca6081
http_version: HTTP/1.1
status_code: 200
version: 1