andre/crewAI
1
0
Fork 0
mirror of https://github.com/crewAIInc/crewAI.git synced 2026-01-10 16:48:30 +00:00
Code Issues Actions 4 Packages Projects Releases Wiki Activity
Files
7120a9860bb49f47df9caf23f2d27554a1e0440a
crewAI/tests/cassettes/test_manager_agent_delegating_to_all_agents.yaml
João Moura 3cd464497b rebuilding executor
2024-09-13 04:38:19 -05:00

1114 lines
62 KiB
YAML
Raw Blame History

interactions:
- request:
body: !!binary |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headers:
Accept:
- '*/*'
Accept-Encoding:
- gzip, deflate
Connection:
- keep-alive
Content-Length:
- '1279'
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, 10 Sep 2024 04:00:19 GMT
status:
code: 200
message: OK
- request:
body: '{"messages": [{"role": "user", "content": "You are Crew Manager. You are
a seasoned manager with a knack for getting the best out of your team.\nYou
are also known for your ability to delegate work to the right people, and to
ask the right questions to get the best out of your team.\nEven though you don''t
perform tasks by yourself, you have a lot of experience in the field, which
allows you to properly evaluate the work of your team members.\nYour personal
goal is: Manage the team to complete the task in the best way possible.\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: Researcher, 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: Researcher, 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\nCurrent Task: Come up with a list of 5 interesting ideas to
explore for an article, then write one amazing paragraph highlight for each
idea that showcases how good an article about this topic could be. Return the
list of ideas with their paragraph and your notes.\n\nThis is the expect criteria
for your final answer: 5 bullet points with a paragraph for each idea. \n you
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", "stop": ["\nObservation"]}'
headers:
accept:
- application/json
accept-encoding:
- gzip, deflate
connection:
- keep-alive
content-length:
- '3190'
content-type:
- application/json
cookie:
- _cfuvid=_Qurzg7MGysLGzSugSD3ZV84qR5Lfxrt9mF2_tfTJqw-1725940709772-0.0.1.1-604800000;
__cf_bm=_VKcRD0U2g9VfrlK3xy3AVQfynnKXZY2jX0QBkR8us8-1725940709-1.0.1.1-F0MIxvXffEPTFVqJ6cgovOMZ9E88rvBTRMj7aIlAQz.bEZJA5fip0HhCYxawoz1MDdwfQ2X_c9FjtN27PR.RHw
host:
- api.openai.com
user-agent:
- OpenAI/Python 1.44.0
x-stainless-arch:
- arm64
x-stainless-async:
- 'false'
x-stainless-lang:
- python
x-stainless-os:
- MacOS
x-stainless-package-version:
- 1.44.0
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-A5mL4ImkNv3z7ecuU4o4q8CyT2I7z\",\n \"object\":
\"chat.completion\",\n \"created\": 1725940818,\n \"model\": \"gpt-4o-2024-05-13\",\n
\ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\":
\"assistant\",\n \"content\": \"To complete the task of coming up with
a list of 5 interesting ideas for an article and writing an amazing paragraph
for each, I need to delegate different tasks effectively. I will start with
brainstorming and idea generation by asking the Researcher to come up with 5
potential article topics. Following this, I will delegate the task of writing
highlight paragraphs to the Senior Writer based on the ideas provided by the
Researcher.\\n\\nFirst step: Ask the Researcher to come up with 5 interesting
article ideas.\\n\\nAction: Ask question to coworker\\nAction Input: {\\\"question\\\":
\\\"Can you come up with a list of 5 interesting ideas for articles?\\\", \\\"context\\\":
\\\"We need to generate fresh, engaging, and relevant content for our publication.
The goal is to identify topics that will capture the readers' interest, provide
valuable insights, and offer new perspectives. Your suggestions will serve as
the foundation for further development.\\\", \\\"coworker\\\": \\\"Researcher\\\"}\\n\",\n
\ \"refusal\": null\n },\n \"logprobs\": null,\n \"finish_reason\":
\"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\": 694,\n \"completion_tokens\":
192,\n \"total_tokens\": 886\n },\n \"system_fingerprint\": \"fp_25624ae3a5\"\n}\n"
headers:
CF-Cache-Status:
- DYNAMIC
CF-RAY:
- 8c0c829d2c472ae0-LAX
Connection:
- keep-alive
Content-Encoding:
- gzip
Content-Type:
- application/json
Date:
- Tue, 10 Sep 2024 04:00:20 GMT
Server:
- cloudflare
Transfer-Encoding:
- chunked
X-Content-Type-Options:
- nosniff
access-control-expose-headers:
- X-Request-ID
alt-svc:
- h3=":443"; ma=86400
openai-organization:
- crewai-iuxna1
openai-processing-ms:
- '2698'
openai-version:
- '2020-10-01'
strict-transport-security:
- max-age=15552000; includeSubDomains; preload
x-ratelimit-limit-requests:
- '10000'
x-ratelimit-limit-tokens:
- '30000000'
x-ratelimit-remaining-requests:
- '9999'
x-ratelimit-remaining-tokens:
- '29999217'
x-ratelimit-reset-requests:
- 6ms
x-ratelimit-reset-tokens:
- 1ms
x-request-id:
- req_2170b81ba399336f9b546e9e13c322fc
http_version: HTTP/1.1
status_code: 200
- request:
body: '{"messages": [{"role": "user", "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\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!\nCurrent Task: Can you come up with a list of 5 interesting
ideas for articles?\n\nThis is the expect criteria for your final answer: Your
best answer to your coworker asking you this, accounting for the context shared.
\n you MUST return the actual complete content as the final answer, not a summary.\n\nThis
is the context you''re working with:\nWe need to generate fresh, engaging, and
relevant content for our publication. The goal is to identify topics that will
capture the readers'' interest, provide valuable insights, and offer new perspectives.
Your suggestions will serve as the foundation for further development.\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", "stop": ["\nObservation"]}'
headers:
accept:
- application/json
accept-encoding:
- gzip, deflate
connection:
- keep-alive
content-length:
- '1447'
content-type:
- application/json
cookie:
- _cfuvid=_Qurzg7MGysLGzSugSD3ZV84qR5Lfxrt9mF2_tfTJqw-1725940709772-0.0.1.1-604800000;
__cf_bm=_VKcRD0U2g9VfrlK3xy3AVQfynnKXZY2jX0QBkR8us8-1725940709-1.0.1.1-F0MIxvXffEPTFVqJ6cgovOMZ9E88rvBTRMj7aIlAQz.bEZJA5fip0HhCYxawoz1MDdwfQ2X_c9FjtN27PR.RHw
host:
- api.openai.com
user-agent:
- OpenAI/Python 1.44.0
x-stainless-arch:
- arm64
x-stainless-async:
- 'false'
x-stainless-lang:
- python
x-stainless-os:
- MacOS
x-stainless-package-version:
- 1.44.0
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-A5mL7vD01HqEWEdpkobOUQeOR2AiJ\",\n \"object\":
\"chat.completion\",\n \"created\": 1725940821,\n \"model\": \"gpt-4o-2024-05-13\",\n
\ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\":
\"assistant\",\n \"content\": \"Thought: I now can give a great answer\\nFinal
Answer: \\n\\n1. **The Evolution of AI: From Concept to Mainstream Application**\\n
\ - **Overview**: This article will explore the historical development of AI,
from early theoretical concepts to its integration into everyday applications.
It will cover significant milestones, key figures in AI research, and the technological
breakthroughs that have made AI accessible and impactful in various industries
today.\\n - **Sections**:\\n - Introduction to AI: Historical Context\\n
\ - Early Theories and Models\\n - Key Milestones in AI Development\\n
\ - AI in Mainstream Applications (Healthcare, Finance, Education, etc.)\\n
\ - Future Directions for AI\\n\\n2. **AI Agents: Revolutionizing Business
Workflows**\\n - **Overview**: Focusing on the impact of AI agents in transforming
business operations, this article will provide insights into how organizations
leverage these intelligent systems to improve efficiency, productivity, and
decision-making. It will include case studies from different industries and
an exploration of the technology behind AI agents.\\n - **Sections**:\\n -
Introduction to AI Agents\\n - AI Agents in Customer Service\\n - Enhancing
Productivity through AI Agents\\n - Case Studies: Real-world Applications\\n
\ - Challenges and Future Prospects\\n\\n3. **The Ethical Implications of
AI: Balancing Innovation and Responsibility**\\n - **Overview**: This article
will delve into the ethical challenges posed by the rapid advancement of AI
technologies. Topics will include data privacy, algorithmic bias, job displacement,
and accountability. The goal is to provide a balanced perspective on how to
navigate these issues while fostering innovation.\\n - **Sections**:\\n -
Introduction to AI Ethics\\n - Data Privacy and Security\\n - Addressing
Algorithmic Bias\\n - AI and Job Market Dynamics\\n - Building Ethical
AI Frameworks\\n\\n4. **AI in Startups: Fueling Innovation and Growth**\\n -
**Overview**: Investigating the role of AI in driving innovation within the
startup ecosystem, this article will highlight how startups are leveraging AI
to create disruptive solutions. It will cover success stories, investment trends,
and the unique challenges startups face when integrating AI into their business
models.\\n - **Sections**:\\n - The Intersection of AI and Startups\\n
\ - Success Stories: Startups Leading the AI Revolution\\n - Investment
Trends in AI Startups\\n - Overcoming Challenges in AI Implementation\\n
\ - The Future of AI in Startups\\n\\n5. **The Future of AI: Emerging Technologies
and Trends**\\n - **Overview**: This forward-looking article will survey the
cutting-edge advancements in AI and predict future trends. It will focus on
emerging technologies like AI-driven autonomous systems, quantum computing,
and AI ethics frameworks, offering readers a glimpse into the next wave of AI
innovation.\\n - **Sections**:\\n - Current State of AI Technology\\n
\ - Autonomous Systems and AI\\n - Quantum Computing and AI Synergy\\n
\ - AI Ethics and Governance\\n - Predictions for AI\u2019s Next Decade\\n\\nThese
articles will not only attract a broad readership but also establish a reputation
for providing thought-provoking and valuable content in the fields of AI and
technology.\",\n \"refusal\": null\n },\n \"logprobs\": null,\n
\ \"finish_reason\": \"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\":
274,\n \"completion_tokens\": 645,\n \"total_tokens\": 919\n },\n \"system_fingerprint\":
\"fp_25624ae3a5\"\n}\n"
headers:
CF-Cache-Status:
- DYNAMIC
CF-RAY:
- 8c0c82b24fba2ae0-LAX
Connection:
- keep-alive
Content-Encoding:
- gzip
Content-Type:
- application/json
Date:
- Tue, 10 Sep 2024 04:00:28 GMT
Server:
- cloudflare
Transfer-Encoding:
- chunked
X-Content-Type-Options:
- nosniff
access-control-expose-headers:
- X-Request-ID
alt-svc:
- h3=":443"; ma=86400
openai-organization:
- crewai-iuxna1
openai-processing-ms:
- '8002'
openai-version:
- '2020-10-01'
strict-transport-security:
- max-age=15552000; includeSubDomains; preload
x-ratelimit-limit-requests:
- '10000'
x-ratelimit-limit-tokens:
- '30000000'
x-ratelimit-remaining-requests:
- '9999'
x-ratelimit-remaining-tokens:
- '29999649'
x-ratelimit-reset-requests:
- 6ms
x-ratelimit-reset-tokens:
- 0s
x-request-id:
- req_f8de14627c76deff51d9c294764994b8
http_version: HTTP/1.1
status_code: 200
- request:
body: !!binary |
CtsBCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSsgEKEgoQY3Jld2FpLnRl
bGVtZXRyeRKbAQoQvpHchmcs6xsKYxKoMqEjHRIIYOyPelGuseoqClRvb2wgVXNhZ2UwATlYluIb
CsbzF0GIq/IbCsbzF0oaCg5jcmV3YWlfdmVyc2lvbhIICgYwLjU1LjJKJwoJdG9vbF9uYW1lEhoK
GEFzayBxdWVzdGlvbiB0byBjb3dvcmtlckoOCghhdHRlbXB0cxICGAF6AhgBhQEAAQAA
headers:
Accept:
- '*/*'
Accept-Encoding:
- gzip, deflate
Connection:
- keep-alive
Content-Length:
- '222'
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, 10 Sep 2024 04:00:29 GMT
status:
code: 200
message: OK
- request:
body: '{"messages": [{"role": "user", "content": "You are Crew Manager. You are
a seasoned manager with a knack for getting the best out of your team.\nYou
are also known for your ability to delegate work to the right people, and to
ask the right questions to get the best out of your team.\nEven though you don''t
perform tasks by yourself, you have a lot of experience in the field, which
allows you to properly evaluate the work of your team members.\nYour personal
goal is: Manage the team to complete the task in the best way possible.\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: Researcher, 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: Researcher, 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\nCurrent Task: Come up with a list of 5 interesting ideas to
explore for an article, then write one amazing paragraph highlight for each
idea that showcases how good an article about this topic could be. Return the
list of ideas with their paragraph and your notes.\n\nThis is the expect criteria
for your final answer: 5 bullet points with a paragraph for each idea. \n you
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":
"To complete the task of coming up with a list of 5 interesting ideas for an
article and writing an amazing paragraph for each, I need to delegate different
tasks effectively. I will start with brainstorming and idea generation by asking
the Researcher to come up with 5 potential article topics. Following this, I
will delegate the task of writing highlight paragraphs to the Senior Writer
based on the ideas provided by the Researcher.\n\nFirst step: Ask the Researcher
to come up with 5 interesting article ideas.\n\nAction: Ask question to coworker\nAction
Input: {\"question\": \"Can you come up with a list of 5 interesting ideas for
articles?\", \"context\": \"We need to generate fresh, engaging, and relevant
content for our publication. The goal is to identify topics that will capture
the readers'' interest, provide valuable insights, and offer new perspectives.
Your suggestions will serve as the foundation for further development.\", \"coworker\":
\"Researcher\"}\n\nObservation: 1. **The Evolution of AI: From Concept to Mainstream
Application**\n - **Overview**: This article will explore the historical development
of AI, from early theoretical concepts to its integration into everyday applications.
It will cover significant milestones, key figures in AI research, and the technological
breakthroughs that have made AI accessible and impactful in various industries
today.\n - **Sections**:\n - Introduction to AI: Historical Context\n -
Early Theories and Models\n - Key Milestones in AI Development\n - AI
in Mainstream Applications (Healthcare, Finance, Education, etc.)\n - Future
Directions for AI\n\n2. **AI Agents: Revolutionizing Business Workflows**\n -
**Overview**: Focusing on the impact of AI agents in transforming business operations,
this article will provide insights into how organizations leverage these intelligent
systems to improve efficiency, productivity, and decision-making. It will include
case studies from different industries and an exploration of the technology
behind AI agents.\n - **Sections**:\n - Introduction to AI Agents\n -
AI Agents in Customer Service\n - Enhancing Productivity through AI Agents\n -
Case Studies: Real-world Applications\n - Challenges and Future Prospects\n\n3.
**The Ethical Implications of AI: Balancing Innovation and Responsibility**\n -
**Overview**: This article will delve into the ethical challenges posed by the
rapid advancement of AI technologies. Topics will include data privacy, algorithmic
bias, job displacement, and accountability. The goal is to provide a balanced
perspective on how to navigate these issues while fostering innovation.\n -
**Sections**:\n - Introduction to AI Ethics\n - Data Privacy and Security\n -
Addressing Algorithmic Bias\n - AI and Job Market Dynamics\n - Building
Ethical AI Frameworks\n\n4. **AI in Startups: Fueling Innovation and Growth**\n -
**Overview**: Investigating the role of AI in driving innovation within the
startup ecosystem, this article will highlight how startups are leveraging AI
to create disruptive solutions. It will cover success stories, investment trends,
and the unique challenges startups face when integrating AI into their business
models.\n - **Sections**:\n - The Intersection of AI and Startups\n -
Success Stories: Startups Leading the AI Revolution\n - Investment Trends
in AI Startups\n - Overcoming Challenges in AI Implementation\n - The
Future of AI in Startups\n\n5. **The Future of AI: Emerging Technologies and
Trends**\n - **Overview**: This forward-looking article will survey the cutting-edge
advancements in AI and predict future trends. It will focus on emerging technologies
like AI-driven autonomous systems, quantum computing, and AI ethics frameworks,
offering readers a glimpse into the next wave of AI innovation.\n - **Sections**:\n -
Current State of AI Technology\n - Autonomous Systems and AI\n - Quantum
Computing and AI Synergy\n - AI Ethics and Governance\n - Predictions
for AI\u2019s Next Decade\n\nThese articles will not only attract a broad readership
but also establish a reputation for providing thought-provoking and valuable
content in the fields of AI and technology."}], "model": "gpt-4o", "stop": ["\nObservation"]}'
headers:
accept:
- application/json
accept-encoding:
- gzip, deflate
connection:
- keep-alive
content-length:
- '7508'
content-type:
- application/json
cookie:
- _cfuvid=_Qurzg7MGysLGzSugSD3ZV84qR5Lfxrt9mF2_tfTJqw-1725940709772-0.0.1.1-604800000;
__cf_bm=_VKcRD0U2g9VfrlK3xy3AVQfynnKXZY2jX0QBkR8us8-1725940709-1.0.1.1-F0MIxvXffEPTFVqJ6cgovOMZ9E88rvBTRMj7aIlAQz.bEZJA5fip0HhCYxawoz1MDdwfQ2X_c9FjtN27PR.RHw
host:
- api.openai.com
user-agent:
- OpenAI/Python 1.44.0
x-stainless-arch:
- arm64
x-stainless-async:
- 'false'
x-stainless-lang:
- python
x-stainless-os:
- MacOS
x-stainless-package-version:
- 1.44.0
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-A5mLFZvsXgCe070nSigVr3LaStUy5\",\n \"object\":
\"chat.completion\",\n \"created\": 1725940829,\n \"model\": \"gpt-4o-2024-05-13\",\n
\ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\":
\"assistant\",\n \"content\": \"Thought: I now have the 5 interesting
article ideas provided by the Researcher. The next step is to have the Senior
Writer create an amazing paragraph highlight for each idea to showcase how good
an article on that topic could be.\\n\\nAction: Delegate work to coworker\\nAction
Input: {\\\"coworker\\\": \\\"Senior Writer\\\", \\\"task\\\": \\\"Write one
amazing paragraph highlight for each of the following five article ideas: 1.
The Evolution of AI: From Concept to Mainstream Application. 2. AI Agents: Revolutionizing
Business Workflows. 3. The Ethical Implications of AI: Balancing Innovation
and Responsibility. 4. AI in Startups: Fueling Innovation and Growth. 5. The
Future of AI: Emerging Technologies and Trends.\\\", \\\"context\\\": \\\"We
need well-crafted highlights that provide a compelling glimpse into each article
idea, emphasizing the value and insights readers will gain. The paragraphs should
be engaging, informative, and convey the significance of each topic in a way
that captivates our audience.\\\"}\\n\",\n \"refusal\": null\n },\n
\ \"logprobs\": null,\n \"finish_reason\": \"stop\"\n }\n ],\n
\ \"usage\": {\n \"prompt_tokens\": 1524,\n \"completion_tokens\": 207,\n
\ \"total_tokens\": 1731\n },\n \"system_fingerprint\": \"fp_25624ae3a5\"\n}\n"
headers:
CF-Cache-Status:
- DYNAMIC
CF-RAY:
- 8c0c82e59ae82ae0-LAX
Connection:
- keep-alive
Content-Encoding:
- gzip
Content-Type:
- application/json
Date:
- Tue, 10 Sep 2024 04:00:32 GMT
Server:
- cloudflare
Transfer-Encoding:
- chunked
X-Content-Type-Options:
- nosniff
access-control-expose-headers:
- X-Request-ID
alt-svc:
- h3=":443"; ma=86400
openai-organization:
- crewai-iuxna1
openai-processing-ms:
- '2507'
openai-version:
- '2020-10-01'
strict-transport-security:
- max-age=15552000; includeSubDomains; preload
x-ratelimit-limit-requests:
- '10000'
x-ratelimit-limit-tokens:
- '30000000'
x-ratelimit-remaining-requests:
- '9999'
x-ratelimit-remaining-tokens:
- '29998162'
x-ratelimit-reset-requests:
- 6ms
x-ratelimit-reset-tokens:
- 3ms
x-request-id:
- req_278c74cf69b44c2b7f73a16131be2497
http_version: HTTP/1.1
status_code: 200
- request:
body: '{"messages": [{"role": "user", "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!\nCurrent Task: Write one amazing paragraph
highlight for each of the following five article ideas: 1. The Evolution of
AI: From Concept to Mainstream Application. 2. AI Agents: Revolutionizing Business
Workflows. 3. The Ethical Implications of AI: Balancing Innovation and Responsibility.
4. AI in Startups: Fueling Innovation and Growth. 5. The Future of AI: Emerging
Technologies and Trends.\n\nThis is the expect criteria for your final answer:
Your best answer to your coworker asking you this, accounting for the context
shared. \n you MUST return the actual complete content as the final answer,
not a summary.\n\nThis is the context you''re working with:\nWe need well-crafted
highlights that provide a compelling glimpse into each article idea, emphasizing
the value and insights readers will gain. The paragraphs should be engaging,
informative, and convey the significance of each topic in a way that captivates
our audience.\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", "stop": ["\nObservation"]}'
headers:
accept:
- application/json
accept-encoding:
- gzip, deflate
connection:
- keep-alive
content-length:
- '1721'
content-type:
- application/json
cookie:
- _cfuvid=_Qurzg7MGysLGzSugSD3ZV84qR5Lfxrt9mF2_tfTJqw-1725940709772-0.0.1.1-604800000;
__cf_bm=_VKcRD0U2g9VfrlK3xy3AVQfynnKXZY2jX0QBkR8us8-1725940709-1.0.1.1-F0MIxvXffEPTFVqJ6cgovOMZ9E88rvBTRMj7aIlAQz.bEZJA5fip0HhCYxawoz1MDdwfQ2X_c9FjtN27PR.RHw
host:
- api.openai.com
user-agent:
- OpenAI/Python 1.44.0
x-stainless-arch:
- arm64
x-stainless-async:
- 'false'
x-stainless-lang:
- python
x-stainless-os:
- MacOS
x-stainless-package-version:
- 1.44.0
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-A5mLIHC28O5e3WF57Jjj9Pq5aPKJc\",\n \"object\":
\"chat.completion\",\n \"created\": 1725940832,\n \"model\": \"gpt-4o-2024-05-13\",\n
\ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\":
\"assistant\",\n \"content\": \"Thought: I now can give a great answer\\n\\nFinal
Answer: \\n\\n1. **The Evolution of AI: From Concept to Mainstream Application**\\nThe
trajectory of Artificial Intelligence from a mere theoretical concept to a ubiquitous
part of our daily lives is nothing short of revolutionary. This article will
delve into the rich history of AI, tracing its roots from early machine learning
theories and primitive computer programs to today's sophisticated neural networks
and algorithms. By understanding the key milestones and pivotal moments that
have propelled AI into the mainstream, readers will gain a greater appreciation
for the technology that now powers everything from voice-activated assistants
to predictive analytics. We will explore the critical breakthroughs, the visionary
pioneers, and the current state of AI, illustrating how it has evolved to become
an indispensable tool in various industries.\\n\\n2. **AI Agents: Revolutionizing
Business Workflows**\\nArtificial Intelligence agents are transforming the way
businesses operate, creating unprecedented efficiencies and unlocking new potentials.
This article highlights the profound impact AI agents have on automating routine
tasks, enhancing decision-making with data-driven insights, and providing personalized
customer experiences. By integrating advanced AI agents, companies can streamline
their workflows, reduce operational costs, and drive innovation at an accelerated
pace. We will provide examples of how businesses across different sectors \u2013
from finance to healthcare to retail \u2013 are leveraging AI agents to stay
competitive and agile in a rapidly changing market landscape. Readers will come
to understand how embracing AI agents can lead to a smarter, more efficient,
and ultimately more profitable business operation.\\n\\n3. **The Ethical Implications
of AI: Balancing Innovation and Responsibility**\\nAs AI continues its relentless
march into all facets of our lives, the ethical implications of its deployment
cannot be overlooked. This article will explore the complex landscape of AI
ethics, examining issues such as bias in algorithms, data privacy, and the potential
for job displacement. We will discuss the delicate balance required to innovate
responsibly, ensuring that AI technologies are developed and utilized in ways
that respect human rights and promote social good. By highlighting key ethical
frameworks and regulatory efforts, as well as interviewing thought leaders in
the field, this piece will provide readers with a nuanced understanding of the
moral considerations that must guide AI development. The goal is to foster a
dialogue that promotes the responsible advancement of AI while addressing its
potential risks and ethical challenges.\\n\\n4. **AI in Startups: Fueling Innovation
and Growth**\\nStartups are at the forefront of AI innovation, leveraging cutting-edge
technologies to disrupt traditional industries and create entirely new market
segments. This article will shine a spotlight on how nascent companies are using
AI to drive growth, improve products, and stay ahead of competitors. From AI-driven
analytics that enable data-informed decision-making to machine learning models
that enhance customer engagement, we will explore a variety of ways startups
are integrating AI into their core operations. Featuring case studies of successful
AI startups and insights from seasoned entrepreneurs, this piece will illustrate
the transformative power of AI in the startup ecosystem. Readers will be inspired
by the entrepreneurial spirit and technological ingenuity that fuel the dynamic
intersection of AI and startup culture.\\n\\n5. **The Future of AI: Emerging
Technologies and Trends**\\nThe field of AI is continually evolving, with emerging
technologies and trends shaping the future of innovation. This article will
provide a forward-looking perspective, highlighting the next wave of advancements
that are set to redefine what\u2019s possible with AI. Whether it\u2019s the
rise of quantum computing, the integration of AI with the Internet of Things
(IoT), or the development of more advanced natural language processing capabilities,
we will explore the cutting-edge technologies on the horizon. Additionally,
this piece will delve into the societal and economic implications of these advancements
and what they mean for businesses, governments, and individuals. By offering
a glimpse into the future, readers will gain insights into how AI will continue
to evolve and the exciting possibilities it holds for transforming our world.\\n\\nThese
well-crafted highlights aim to captivate readers by providing compelling glimpses
into the five article ideas, emphasizing the value and insights each topic offers.
Each paragraph engages the audience by showcasing the significance and impact
of AI in various contexts, ensuring the content is both informative and engaging.\",\n
\ \"refusal\": null\n },\n \"logprobs\": null,\n \"finish_reason\":
\"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\": 336,\n \"completion_tokens\":
819,\n \"total_tokens\": 1155\n },\n \"system_fingerprint\": \"fp_25624ae3a5\"\n}\n"
headers:
CF-Cache-Status:
- DYNAMIC
CF-RAY:
- 8c0c82fa880b2ae0-LAX
Connection:
- keep-alive
Content-Encoding:
- gzip
Content-Type:
- application/json
Date:
- Tue, 10 Sep 2024 04:00:42 GMT
Server:
- cloudflare
Transfer-Encoding:
- chunked
X-Content-Type-Options:
- nosniff
access-control-expose-headers:
- X-Request-ID
alt-svc:
- h3=":443"; ma=86400
openai-organization:
- crewai-iuxna1
openai-processing-ms:
- '10019'
openai-version:
- '2020-10-01'
strict-transport-security:
- max-age=15552000; includeSubDomains; preload
x-ratelimit-limit-requests:
- '10000'
x-ratelimit-limit-tokens:
- '30000000'
x-ratelimit-remaining-requests:
- '9999'
x-ratelimit-remaining-tokens:
- '29999579'
x-ratelimit-reset-requests:
- 6ms
x-ratelimit-reset-tokens:
- 0s
x-request-id:
- req_89d119647aaf8d8084ee6c049f33b86e
http_version: HTTP/1.1
status_code: 200
- request:
body: !!binary |
CtwBCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSswEKEgoQY3Jld2FpLnRl
bGVtZXRyeRKcAQoQfiDO6yTJA56yt95nwJxJFxIIaixZ+aiujigqClRvb2wgVXNhZ2UwATkoP/hD
DcbzF0E4awxEDcbzF0oaCg5jcmV3YWlfdmVyc2lvbhIICgYwLjU1LjJKKAoJdG9vbF9uYW1lEhsK
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, 10 Sep 2024 04:00:44 GMT
status:
code: 200
message: OK
- request:
body: '{"messages": [{"role": "user", "content": "You are Crew Manager. You are
a seasoned manager with a knack for getting the best out of your team.\nYou
are also known for your ability to delegate work to the right people, and to
ask the right questions to get the best out of your team.\nEven though you don''t
perform tasks by yourself, you have a lot of experience in the field, which
allows you to properly evaluate the work of your team members.\nYour personal
goal is: Manage the team to complete the task in the best way possible.\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: Researcher, 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: Researcher, 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\nCurrent Task: Come up with a list of 5 interesting ideas to
explore for an article, then write one amazing paragraph highlight for each
idea that showcases how good an article about this topic could be. Return the
list of ideas with their paragraph and your notes.\n\nThis is the expect criteria
for your final answer: 5 bullet points with a paragraph for each idea. \n you
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":
"To complete the task of coming up with a list of 5 interesting ideas for an
article and writing an amazing paragraph for each, I need to delegate different
tasks effectively. I will start with brainstorming and idea generation by asking
the Researcher to come up with 5 potential article topics. Following this, I
will delegate the task of writing highlight paragraphs to the Senior Writer
based on the ideas provided by the Researcher.\n\nFirst step: Ask the Researcher
to come up with 5 interesting article ideas.\n\nAction: Ask question to coworker\nAction
Input: {\"question\": \"Can you come up with a list of 5 interesting ideas for
articles?\", \"context\": \"We need to generate fresh, engaging, and relevant
content for our publication. The goal is to identify topics that will capture
the readers'' interest, provide valuable insights, and offer new perspectives.
Your suggestions will serve as the foundation for further development.\", \"coworker\":
\"Researcher\"}\n\nObservation: 1. **The Evolution of AI: From Concept to Mainstream
Application**\n - **Overview**: This article will explore the historical development
of AI, from early theoretical concepts to its integration into everyday applications.
It will cover significant milestones, key figures in AI research, and the technological
breakthroughs that have made AI accessible and impactful in various industries
today.\n - **Sections**:\n - Introduction to AI: Historical Context\n -
Early Theories and Models\n - Key Milestones in AI Development\n - AI
in Mainstream Applications (Healthcare, Finance, Education, etc.)\n - Future
Directions for AI\n\n2. **AI Agents: Revolutionizing Business Workflows**\n -
**Overview**: Focusing on the impact of AI agents in transforming business operations,
this article will provide insights into how organizations leverage these intelligent
systems to improve efficiency, productivity, and decision-making. It will include
case studies from different industries and an exploration of the technology
behind AI agents.\n - **Sections**:\n - Introduction to AI Agents\n -
AI Agents in Customer Service\n - Enhancing Productivity through AI Agents\n -
Case Studies: Real-world Applications\n - Challenges and Future Prospects\n\n3.
**The Ethical Implications of AI: Balancing Innovation and Responsibility**\n -
**Overview**: This article will delve into the ethical challenges posed by the
rapid advancement of AI technologies. Topics will include data privacy, algorithmic
bias, job displacement, and accountability. The goal is to provide a balanced
perspective on how to navigate these issues while fostering innovation.\n -
**Sections**:\n - Introduction to AI Ethics\n - Data Privacy and Security\n -
Addressing Algorithmic Bias\n - AI and Job Market Dynamics\n - Building
Ethical AI Frameworks\n\n4. **AI in Startups: Fueling Innovation and Growth**\n -
**Overview**: Investigating the role of AI in driving innovation within the
startup ecosystem, this article will highlight how startups are leveraging AI
to create disruptive solutions. It will cover success stories, investment trends,
and the unique challenges startups face when integrating AI into their business
models.\n - **Sections**:\n - The Intersection of AI and Startups\n -
Success Stories: Startups Leading the AI Revolution\n - Investment Trends
in AI Startups\n - Overcoming Challenges in AI Implementation\n - The
Future of AI in Startups\n\n5. **The Future of AI: Emerging Technologies and
Trends**\n - **Overview**: This forward-looking article will survey the cutting-edge
advancements in AI and predict future trends. It will focus on emerging technologies
like AI-driven autonomous systems, quantum computing, and AI ethics frameworks,
offering readers a glimpse into the next wave of AI innovation.\n - **Sections**:\n -
Current State of AI Technology\n - Autonomous Systems and AI\n - Quantum
Computing and AI Synergy\n - AI Ethics and Governance\n - Predictions
for AI\u2019s Next Decade\n\nThese articles will not only attract a broad readership
but also establish a reputation for providing thought-provoking and valuable
content in the fields of AI and technology."}, {"role": "assistant", "content":
"Thought: I now have the 5 interesting article ideas provided by the Researcher.
The next step is to have the Senior Writer create an amazing paragraph highlight
for each idea to showcase how good an article on that topic could be.\n\nAction:
Delegate work to coworker\nAction Input: {\"coworker\": \"Senior Writer\", \"task\":
\"Write one amazing paragraph highlight for each of the following five article
ideas: 1. The Evolution of AI: From Concept to Mainstream Application. 2. AI
Agents: Revolutionizing Business Workflows. 3. The Ethical Implications of AI:
Balancing Innovation and Responsibility. 4. AI in Startups: Fueling Innovation
and Growth. 5. The Future of AI: Emerging Technologies and Trends.\", \"context\":
\"We need well-crafted highlights that provide a compelling glimpse into each
article idea, emphasizing the value and insights readers will gain. The paragraphs
should be engaging, informative, and convey the significance of each topic in
a way that captivates our audience.\"}\n\nObservation: 1. **The Evolution of
AI: From Concept to Mainstream Application**\nThe trajectory of Artificial Intelligence
from a mere theoretical concept to a ubiquitous part of our daily lives is nothing
short of revolutionary. This article will delve into the rich history of AI,
tracing its roots from early machine learning theories and primitive computer
programs to today''s sophisticated neural networks and algorithms. By understanding
the key milestones and pivotal moments that have propelled AI into the mainstream,
readers will gain a greater appreciation for the technology that now powers
everything from voice-activated assistants to predictive analytics. We will
explore the critical breakthroughs, the visionary pioneers, and the current
state of AI, illustrating how it has evolved to become an indispensable tool
in various industries.\n\n2. **AI Agents: Revolutionizing Business Workflows**\nArtificial
Intelligence agents are transforming the way businesses operate, creating unprecedented
efficiencies and unlocking new potentials. This article highlights the profound
impact AI agents have on automating routine tasks, enhancing decision-making
with data-driven insights, and providing personalized customer experiences.
By integrating advanced AI agents, companies can streamline their workflows,
reduce operational costs, and drive innovation at an accelerated pace. We will
provide examples of how businesses across different sectors \u2013 from finance
to healthcare to retail \u2013 are leveraging AI agents to stay competitive
and agile in a rapidly changing market landscape. Readers will come to understand
how embracing AI agents can lead to a smarter, more efficient, and ultimately
more profitable business operation.\n\n3. **The Ethical Implications of AI:
Balancing Innovation and Responsibility**\nAs AI continues its relentless march
into all facets of our lives, the ethical implications of its deployment cannot
be overlooked. This article will explore the complex landscape of AI ethics,
examining issues such as bias in algorithms, data privacy, and the potential
for job displacement. We will discuss the delicate balance required to innovate
responsibly, ensuring that AI technologies are developed and utilized in ways
that respect human rights and promote social good. By highlighting key ethical
frameworks and regulatory efforts, as well as interviewing thought leaders in
the field, this piece will provide readers with a nuanced understanding of the
moral considerations that must guide AI development. The goal is to foster a
dialogue that promotes the responsible advancement of AI while addressing its
potential risks and ethical challenges.\n\n4. **AI in Startups: Fueling Innovation
and Growth**\nStartups are at the forefront of AI innovation, leveraging cutting-edge
technologies to disrupt traditional industries and create entirely new market
segments. This article will shine a spotlight on how nascent companies are using
AI to drive growth, improve products, and stay ahead of competitors. From AI-driven
analytics that enable data-informed decision-making to machine learning models
that enhance customer engagement, we will explore a variety of ways startups
are integrating AI into their core operations. Featuring case studies of successful
AI startups and insights from seasoned entrepreneurs, this piece will illustrate
the transformative power of AI in the startup ecosystem. Readers will be inspired
by the entrepreneurial spirit and technological ingenuity that fuel the dynamic
intersection of AI and startup culture.\n\n5. **The Future of AI: Emerging Technologies
and Trends**\nThe field of AI is continually evolving, with emerging technologies
and trends shaping the future of innovation. This article will provide a forward-looking
perspective, highlighting the next wave of advancements that are set to redefine
what\u2019s possible with AI. Whether it\u2019s the rise of quantum computing,
the integration of AI with the Internet of Things (IoT), or the development
of more advanced natural language processing capabilities, we will explore the
cutting-edge technologies on the horizon. Additionally, this piece will delve
into the societal and economic implications of these advancements and what they
mean for businesses, governments, and individuals. By offering a glimpse into
the future, readers will gain insights into how AI will continue to evolve and
the exciting possibilities it holds for transforming our world.\n\nThese well-crafted
highlights aim to captivate readers by providing compelling glimpses into the
five article ideas, emphasizing the value and insights each topic offers. Each
paragraph engages the audience by showcasing the significance and impact of
AI in various contexts, ensuring the content is both informative and engaging."}],
"model": "gpt-4o", "stop": ["\nObservation"]}'
headers:
accept:
- application/json
accept-encoding:
- gzip, deflate
connection:
- keep-alive
content-length:
- '13387'
content-type:
- application/json
cookie:
- _cfuvid=_Qurzg7MGysLGzSugSD3ZV84qR5Lfxrt9mF2_tfTJqw-1725940709772-0.0.1.1-604800000;
__cf_bm=_VKcRD0U2g9VfrlK3xy3AVQfynnKXZY2jX0QBkR8us8-1725940709-1.0.1.1-F0MIxvXffEPTFVqJ6cgovOMZ9E88rvBTRMj7aIlAQz.bEZJA5fip0HhCYxawoz1MDdwfQ2X_c9FjtN27PR.RHw
host:
- api.openai.com
user-agent:
- OpenAI/Python 1.44.0
x-stainless-arch:
- arm64
x-stainless-async:
- 'false'
x-stainless-lang:
- python
x-stainless-os:
- MacOS
x-stainless-package-version:
- 1.44.0
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-A5mLTdodBxwMt5N7JdfUIOLPrDAn7\",\n \"object\":
\"chat.completion\",\n \"created\": 1725940843,\n \"model\": \"gpt-4o-2024-05-13\",\n
\ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\":
\"assistant\",\n \"content\": \"Thought: I now have the 5 interesting
article ideas along with their respective highlight paragraphs. They are well-crafted
and provide a compelling glimpse into each topic.\\n\\nFinal Answer:\\n\\n1.
**The Evolution of AI: From Concept to Mainstream Application**\\n - The trajectory
of Artificial Intelligence from a mere theoretical concept to a ubiquitous part
of our daily lives is nothing short of revolutionary. This article will delve
into the rich history of AI, tracing its roots from early machine learning theories
and primitive computer programs to today's sophisticated neural networks and
algorithms. By understanding the key milestones and pivotal moments that have
propelled AI into the mainstream, readers will gain a greater appreciation for
the technology that now powers everything from voice-activated assistants to
predictive analytics. We will explore the critical breakthroughs, the visionary
pioneers, and the current state of AI, illustrating how it has evolved to become
an indispensable tool in various industries.\\n\\n2. **AI Agents: Revolutionizing
Business Workflows**\\n - Artificial Intelligence agents are transforming
the way businesses operate, creating unprecedented efficiencies and unlocking
new potentials. This article highlights the profound impact AI agents have on
automating routine tasks, enhancing decision-making with data-driven insights,
and providing personalized customer experiences. By integrating advanced AI
agents, companies can streamline their workflows, reduce operational costs,
and drive innovation at an accelerated pace. We will provide examples of how
businesses across different sectors \u2013 from finance to healthcare to retail
\u2013 are leveraging AI agents to stay competitive and agile in a rapidly changing
market landscape. Readers will come to understand how embracing AI agents can
lead to a smarter, more efficient, and ultimately more profitable business operation.\\n\\n3.
**The Ethical Implications of AI: Balancing Innovation and Responsibility**\\n
\ - As AI continues its relentless march into all facets of our lives, the
ethical implications of its deployment cannot be overlooked. This article will
explore the complex landscape of AI ethics, examining issues such as bias in
algorithms, data privacy, and the potential for job displacement. We will discuss
the delicate balance required to innovate responsibly, ensuring that AI technologies
are developed and utilized in ways that respect human rights and promote social
good. By highlighting key ethical frameworks and regulatory efforts, as well
as interviewing thought leaders in the field, this piece will provide readers
with a nuanced understanding of the moral considerations that must guide AI
development. The goal is to foster a dialogue that promotes the responsible
advancement of AI while addressing its potential risks and ethical challenges.\\n\\n4.
**AI in Startups: Fueling Innovation and Growth**\\n - Startups are at the
forefront of AI innovation, leveraging cutting-edge technologies to disrupt
traditional industries and create entirely new market segments. This article
will shine a spotlight on how nascent companies are using AI to drive growth,
improve products, and stay ahead of competitors. From AI-driven analytics that
enable data-informed decision-making to machine learning models that enhance
customer engagement, we will explore a variety of ways startups are integrating
AI into their core operations. Featuring case studies of successful AI startups
and insights from seasoned entrepreneurs, this piece will illustrate the transformative
power of AI in the startup ecosystem. Readers will be inspired by the entrepreneurial
spirit and technological ingenuity that fuel the dynamic intersection of AI
and startup culture.\\n\\n5. **The Future of AI: Emerging Technologies and Trends**\\n
\ - The field of AI is continually evolving, with emerging technologies and
trends shaping the future of innovation. This article will provide a forward-looking
perspective, highlighting the next wave of advancements that are set to redefine
what\u2019s possible with AI. Whether it\u2019s the rise of quantum computing,
the integration of AI with the Internet of Things (IoT), or the development
of more advanced natural language processing capabilities, we will explore the
cutting-edge technologies on the horizon. Additionally, this piece will delve
into the societal and economic implications of these advancements and what they
mean for businesses, governments, and individuals. By offering a glimpse into
the future, readers will gain insights into how AI will continue to evolve and
the exciting possibilities it holds for transforming our world.\",\n \"refusal\":
null\n },\n \"logprobs\": null,\n \"finish_reason\": \"stop\"\n
\ }\n ],\n \"usage\": {\n \"prompt_tokens\": 2543,\n \"completion_tokens\":
794,\n \"total_tokens\": 3337\n },\n \"system_fingerprint\": \"fp_25624ae3a5\"\n}\n"
headers:
CF-Cache-Status:
- DYNAMIC
CF-RAY:
- 8c0c833e6c7f2ae0-LAX
Connection:
- keep-alive
Content-Encoding:
- gzip
Content-Type:
- application/json
Date:
- Tue, 10 Sep 2024 04:00:52 GMT
Server:
- cloudflare
Transfer-Encoding:
- chunked
X-Content-Type-Options:
- nosniff
access-control-expose-headers:
- X-Request-ID
alt-svc:
- h3=":443"; ma=86400
openai-organization:
- crewai-iuxna1
openai-processing-ms:
- '8789'
openai-version:
- '2020-10-01'
strict-transport-security:
- max-age=15552000; includeSubDomains; preload
x-ratelimit-limit-requests:
- '10000'
x-ratelimit-limit-tokens:
- '30000000'
x-ratelimit-remaining-requests:
- '9999'
x-ratelimit-remaining-tokens:
- '29996713'
x-ratelimit-reset-requests:
- 6ms
x-ratelimit-reset-tokens:
- 6ms
x-request-id:
- req_e0d7887aee088b17223ff4acabb6248f
http_version: HTTP/1.1
status_code: 200
version: 1
Reference in New Issue View Git Blame Copy Permalink