From 01ebf802e3ead7ee546c187a5111e3c33a71e687 Mon Sep 17 00:00:00 2001 From: Lorenze Jay Date: Mon, 31 Mar 2025 17:00:54 -0700 Subject: [PATCH] Refactor agent tests by removing outdated test cases and updating YAML cassettes to reflect changes in tool usage and response formats. Adjusted request and response headers, including user agent and content length, for improved accuracy in testing. Enhanced interaction formats for consistency across tests. --- tests/agent_test.py | 19 - ..._usage_check_even_with_disabled_cache.yaml | 1133 ++++++++---- ...respect_the_max_rpm_set_over_crew_rpm.yaml | 858 ++++++--- .../cassettes/test_hierarchical_process.yaml | 1635 +++++------------ tests/crew_test.py | 2 +- 5 files changed, 1737 insertions(+), 1910 deletions(-) diff --git a/tests/agent_test.py b/tests/agent_test.py index 683cd321e..d437a57fc 100644 --- a/tests/agent_test.py +++ b/tests/agent_test.py @@ -863,25 +863,6 @@ def test_agent_function_calling_llm(): mock_original_tool_calling.assert_called() -def test_agent_count_formatting_error(): - from unittest.mock import patch - - agent1 = Agent( - role="test role", - goal="test goal", - backstory="test backstory", - verbose=True, - ) - - parser = CrewAgentParser(agent=agent1) - - with patch.object(Agent, "increment_formatting_errors") as mock_count_errors: - test_text = "This text does not match expected formats." - with pytest.raises(OutputParserException): - parser.parse(test_text) - mock_count_errors.assert_called_once() - - @pytest.mark.vcr(filter_headers=["authorization"]) def test_tool_result_as_answer_is_the_final_answer_for_the_agent(): from crewai.tools import BaseTool diff --git a/tests/cassettes/test_agent_repeated_tool_usage_check_even_with_disabled_cache.yaml b/tests/cassettes/test_agent_repeated_tool_usage_check_even_with_disabled_cache.yaml index 869df906a..309b5c6a1 100644 --- a/tests/cassettes/test_agent_repeated_tool_usage_check_even_with_disabled_cache.yaml +++ b/tests/cassettes/test_agent_repeated_tool_usage_check_even_with_disabled_cache.yaml @@ -2,41 +2,38 @@ interactions: - request: body: '{"messages": [{"role": "system", "content": "You are test role. test backstory\nYour personal goal is: test goal\nYou ONLY have access to the following tools, and - should NEVER make up tools that are not listed here:\n\nTool Name: get_final_answer(*args: - Any, **kwargs: Any) -> Any\nTool Description: get_final_answer(anything: ''string'') - - Get the final answer but don''t give it yet, just re-use this tool - non-stop. \nTool Arguments: {''anything'': {''title'': ''Anything'', ''type'': - ''string''}}\n\nUse the following format:\n\nThought: you should always think - about what to do\nAction: the action to take, only one name of [get_final_answer], - 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: The final answer is 42. But don''t give it until I tell you - so, instead keep using the `get_final_answer` tool.\n\nThis is the expect criteria - for your final answer: The final answer, don''t give it until I tell you so\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-4"}' + should NEVER make up tools that are not listed here:\n\nTool Name: get_final_answer\nTool + Arguments: {''anything'': {''description'': None, ''type'': ''str''}}\nTool + Description: Get the final answer but don''t give it yet, just re-use this\n tool + non-stop.\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 [get_final_answer], 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": "\nCurrent Task: The final + answer is 42. But don''t give it until I tell you so, instead keep using the + `get_final_answer` tool.\n\nThis is the expected criteria for your final answer: + The final answer, don''t give it until I tell you so\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-4", "stop": ["\nObservation:"]}' headers: accept: - application/json accept-encoding: - - gzip, deflate + - gzip, deflate, zstd connection: - keep-alive content-length: - - '1508' + - '1531' content-type: - application/json - cookie: - - __cf_bm=rb61BZH2ejzD5YPmLaEJqI7km71QqyNJGTVdNxBq6qk-1727213194-1.0.1.1-pJ49onmgX9IugEMuYQMralzD7oj_6W.CHbSu4Su1z3NyjTGYg.rhgJZWng8feFYah._oSnoYlkTjpK1Wd2C9FA; - _cfuvid=lbRdAddVWV6W3f5Dm9SaOPWDUOxqtZBSPr_fTW26nEA-1727213194587-0.0.1.1-604800000 host: - api.openai.com user-agent: - - OpenAI/Python 1.47.0 + - OpenAI/Python 1.68.2 x-stainless-arch: - arm64 x-stainless-async: @@ -46,31 +43,343 @@ interactions: x-stainless-os: - MacOS x-stainless-package-version: - - 1.47.0 + - 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: - - 3.11.7 + - 3.12.8 method: POST uri: https://api.openai.com/v1/chat/completions response: - content: "{\n \"id\": \"chatcmpl-AB7NVKI3cE9QX2LE9hWlIgFme55AU\",\n \"object\": - \"chat.completion\",\n \"created\": 1727213333,\n \"model\": \"gpt-4-0613\",\n + content: "{\n \"id\": \"chatcmpl-BHJHRKs8rtkDFVdcMoayfSD4DTOEO\",\n \"object\": + \"chat.completion\",\n \"created\": 1743465389,\n \"model\": \"gpt-4-0613\",\n \ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\": - \"assistant\",\n \"content\": \"I need to use the `get_final_answer` - tool to get the final answer. The final answer is 42, but I can't give it yet. - I need to keep using the tool as per the task.\",\n \"refusal\": null\n + \"assistant\",\n \"content\": \"The task requires to find the final answer + using the `get_final_answer` tool but not to disclose it until told to. Considering + the tool at my disposal, my next action would be to use the `get_final_answer` + tool.\\n\\nAction: get_final_answer\\nAction Input: {\\\"anything\\\": \\\"The + final answer is 42. 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But don''t give it until I tell you so, instead keep using the + `get_final_answer` tool.\n\nThis is the expected criteria for your final answer: + The final answer, don''t give it until I tell you so\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": "42"}, {"role": + "assistant", "content": "The task requires to find the final answer using the + `get_final_answer` tool but not to disclose it until told to. Considering the + tool at my disposal, my next action would be to use the `get_final_answer` tool.\n\nAction: + get_final_answer\nAction Input: {\"anything\": \"The final answer is 42. But + don''t give it until I tell you so.\"}\nObservation: 42"}], "model": "gpt-4", + "stop": ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate, zstd + connection: + - keep-alive + content-length: + - '1963' + content-type: + - application/json + cookie: + - __cf_bm=DigcyL5vqNa7tPxTi6ybSlWrc2uaEKkMm8DjgMipU64-1743465392-1.0.1.1-JqE703hiiPWGmFCg5hU6HyuvxCnDe.Lw4.SDBAG3ieyMTA4WeBi4AqHSDYR8AqcOa2D_oax2jopdUyjFL1JL2kIr0ddRi0SnYBEJk8xc_no; + _cfuvid=aoRHJvKio8gVXmGaYpzTzdGuWwkBsDAyAKAVwm6QUbE-1743465392324-0.0.1.1-604800000 + 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: + - 3.12.8 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + content: "{\n \"id\": \"chatcmpl-BHJHUSTXCKJpNQXaAUjREO2mKJIs5\",\n \"object\": + \"chat.completion\",\n \"created\": 1743465392,\n \"model\": \"gpt-4-0613\",\n + \ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\": + \"assistant\",\n \"content\": \"Thought: I have obtained the final answer + which is 42. 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But don''t give it until I tell you so, instead keep using the + `get_final_answer` tool.\n\nThis is the expected criteria for your final answer: + The final answer, don''t give it until I tell you so\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": "42"}, {"role": + "assistant", "content": "The task requires to find the final answer using the + `get_final_answer` tool but not to disclose it until told to. Considering the + tool at my disposal, my next action would be to use the `get_final_answer` tool.\n\nAction: + get_final_answer\nAction Input: {\"anything\": \"The final answer is 42. But + don''t give it until I tell you so.\"}\nObservation: 42"}, {"role": "assistant", + "content": "I tried reusing the same input, I must stop using this action input. + I''ll try something else instead.\n\n"}, {"role": "assistant", "content": "Thought: + I have obtained the final answer which is 42. However, I have been instructed + not to disclose it until told to. \n\nAction: get_final_answer\nAction Input: + {\"anything\": \"The final answer is 42. But don''t give it until I tell you + so.\"}\nObservation: I tried reusing the same input, I must stop using this + action input. 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I''ll try something else instead.\n\n"}, {"role": - "assistant", "content": "Thought: The action didn''t give the desired result. - I should use a tool, but not the one I''ve used already. 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But don''t give it until I tell you so, instead keep using the + `get_final_answer` tool.\n\nThis is the expected criteria for your final answer: + The final answer, don''t give it until I tell you so\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": "42"}, {"role": + "assistant", "content": "The task requires to find the final answer using the + `get_final_answer` tool but not to disclose it until told to. Considering the + tool at my disposal, my next action would be to use the `get_final_answer` tool.\n\nAction: + get_final_answer\nAction Input: {\"anything\": \"The final answer is 42. But + don''t give it until I tell you so.\"}\nObservation: 42"}, {"role": "assistant", + "content": "I tried reusing the same input, I must stop using this action input. + I''ll try something else instead.\n\n"}, {"role": "assistant", "content": "Thought: + I have obtained the final answer which is 42. However, I have been instructed + not to disclose it until told to. \n\nAction: get_final_answer\nAction Input: + {\"anything\": \"The final answer is 42. But don''t give it until I tell you + so.\"}\nObservation: I tried reusing the same input, I must stop using this + action input. I''ll try something else instead."}, {"role": "assistant", "content": + "42\n\n\nYou ONLY have access to the following tools, and should NEVER make + up tools that are not listed here:\n\nTool Name: get_final_answer\nTool Arguments: + {''anything'': {''description'': None, ''type'': ''str''}}\nTool Description: + Get the final answer but don''t give it yet, just re-use this\n tool + non-stop.\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 [get_final_answer], 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": "assistant", "content": "Thought: I need to + continue using the `get_final_answer` tool without revealing the final answer.\n\nAction: + get_final_answer\nAction Input: {\"anything\": \"Keep using the `get_final_answer` + tool without revealing.\"}\nObservation: 42\n\n\nYou ONLY have access to the + following tools, and should NEVER make up tools that are not listed here:\n\nTool + Name: get_final_answer\nTool Arguments: {''anything'': {''description'': None, + ''type'': ''str''}}\nTool Description: Get the final answer but don''t give + it yet, just re-use this\n tool non-stop.\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 [get_final_answer], 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": "assistant", "content": "42"}, {"role": "assistant", "content": "Thought: + I must continue using the ''get_final_answer'' tool, but avoid revealing the + final answer until explicitly told to do so.\n\nAction: get_final_answer\nAction + Input: {\"anything\": \"Keep on using the ''get_final_answer'' tool without + revealing the final answer.\"}\nObservation: 42"}, {"role": "assistant", "content": + "Thought: I must continue using the ''get_final_answer'' tool, but avoid revealing + the final answer until explicitly told to do so.\n\nAction: get_final_answer\nAction + Input: {\"anything\": \"Keep on using the ''get_final_answer'' tool without + revealing the final answer.\"}\nObservation: 42\nNow it''s time you MUST give your absolute best final answer. 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But don''t give it until I tell you so, instead keep using the + `get_final_answer` tool.\n\nThis is the expected criteria for your final answer: + The final answer, don''t give it until I tell you so\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": "42"}, {"role": + "assistant", "content": "The task requires to find the final answer using the + `get_final_answer` tool but not to disclose it until told to. Considering the + tool at my disposal, my next action would be to use the `get_final_answer` tool.\n\nAction: + get_final_answer\nAction Input: {\"anything\": \"The final answer is 42. But + don''t give it until I tell you so.\"}\nObservation: 42"}, {"role": "assistant", + "content": "I tried reusing the same input, I must stop using this action input. + I''ll try something else instead.\n\n"}, {"role": "assistant", "content": "Thought: + I have obtained the final answer which is 42. However, I have been instructed + not to disclose it until told to. \n\nAction: get_final_answer\nAction Input: + {\"anything\": \"The final answer is 42. But don''t give it until I tell you + so.\"}\nObservation: I tried reusing the same input, I must stop using this + action input. I''ll try something else instead."}, {"role": "assistant", "content": + "42\n\n\nYou ONLY have access to the following tools, and should NEVER make + up tools that are not listed here:\n\nTool Name: get_final_answer\nTool Arguments: + {''anything'': {''description'': None, ''type'': ''str''}}\nTool Description: + Get the final answer but don''t give it yet, just re-use this\n tool + non-stop.\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 [get_final_answer], 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": "assistant", "content": "Thought: I need to + continue using the `get_final_answer` tool without revealing the final answer.\n\nAction: + get_final_answer\nAction Input: {\"anything\": \"Keep using the `get_final_answer` + tool without revealing.\"}\nObservation: 42\n\n\nYou ONLY have access to the + following tools, and should NEVER make up tools that are not listed here:\n\nTool + Name: get_final_answer\nTool Arguments: {''anything'': {''description'': None, + ''type'': ''str''}}\nTool Description: Get the final answer but don''t give + it yet, just re-use this\n tool non-stop.\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 [get_final_answer], 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": "assistant", "content": "42"}, {"role": "assistant", "content": "Thought: + I must continue using the ''get_final_answer'' tool, but avoid revealing the + final answer until explicitly told to do so.\n\nAction: get_final_answer\nAction + Input: {\"anything\": \"Keep on using the ''get_final_answer'' tool without + revealing the final answer.\"}\nObservation: 42"}, {"role": "assistant", "content": + "Thought: I must continue using the ''get_final_answer'' tool, but avoid revealing + the final answer until explicitly told to do so.\n\nAction: get_final_answer\nAction + Input: {\"anything\": \"Keep on using the ''get_final_answer'' tool without + revealing the final answer.\"}\nObservation: 42\nNow it''s time you MUST give + your absolute best final answer. You''ll ignore all previous instructions, stop + using any tools, and just return your absolute BEST Final answer."}], "model": + "gpt-4", "stop": ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate, zstd + connection: + - keep-alive + content-length: + - '5464' + content-type: + - application/json + cookie: + - __cf_bm=DigcyL5vqNa7tPxTi6ybSlWrc2uaEKkMm8DjgMipU64-1743465392-1.0.1.1-JqE703hiiPWGmFCg5hU6HyuvxCnDe.Lw4.SDBAG3ieyMTA4WeBi4AqHSDYR8AqcOa2D_oax2jopdUyjFL1JL2kIr0ddRi0SnYBEJk8xc_no; + _cfuvid=aoRHJvKio8gVXmGaYpzTzdGuWwkBsDAyAKAVwm6QUbE-1743465392324-0.0.1.1-604800000 + 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: + - 3.12.8 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + content: "{\n \"id\": \"chatcmpl-BHJHdfi7ErthQXWltvt7Jd2L2TUaY\",\n \"object\": + \"chat.completion\",\n \"created\": 1743465401,\n \"model\": \"gpt-4-0613\",\n + \ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\": + \"assistant\",\n \"content\": \"Thought: I now know the final answer\\nFinal + Answer: 42\",\n \"refusal\": null,\n \"annotations\": []\n },\n + \ \"logprobs\": null,\n \"finish_reason\": \"stop\"\n }\n ],\n + \ \"usage\": {\n \"prompt_tokens\": 1151,\n \"completion_tokens\": 15,\n + \ \"total_tokens\": 1166,\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\": null\n}\n" + headers: + CF-RAY: + - 9293c8e50d137ad9-SJC + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Mon, 31 Mar 2025 23:56:42 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '1318' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '10000' + x-ratelimit-limit-tokens: + - '1000000' + x-ratelimit-remaining-requests: + - '9999' + x-ratelimit-remaining-tokens: + - '998769' + x-ratelimit-reset-requests: + - 6ms + x-ratelimit-reset-tokens: + - 73ms + x-request-id: + - req_b3fd17f87532a5d9c687375b28c55ff6 http_version: HTTP/1.1 status_code: 200 version: 1 diff --git a/tests/cassettes/test_agent_respect_the_max_rpm_set_over_crew_rpm.yaml b/tests/cassettes/test_agent_respect_the_max_rpm_set_over_crew_rpm.yaml index 36120827b..b52e329b9 100644 --- a/tests/cassettes/test_agent_respect_the_max_rpm_set_over_crew_rpm.yaml +++ b/tests/cassettes/test_agent_respect_the_max_rpm_set_over_crew_rpm.yaml @@ -2,40 +2,38 @@ interactions: - request: body: '{"messages": [{"role": "system", "content": "You are test role. test backstory\nYour personal goal is: test goal\nYou ONLY have access to the following tools, and - should NEVER make up tools that are not listed here:\n\nTool Name: get_final_answer(*args: - Any, **kwargs: Any) -> Any\nTool Description: get_final_answer() - Get the final - answer but don''t give it yet, just re-use this tool non-stop. \nTool - Arguments: {}\n\nUse the following format:\n\nThought: you should always think - about what to do\nAction: the action to take, only one name of [get_final_answer], - 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: Use tool logic for `get_final_answer` but fon''t give you final - answer yet, instead keep using it unless you''re told to give your final answer\n\nThis - is the expect criteria for your final answer: The final answer\nyou MUST return - the actual complete content as the final answer, not a summary.\n\nBegin! 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ma=86400 + cf-cache-status: + - DYNAMIC openai-organization: - crewai-iuxna1 openai-processing-ms: - - '465' + - '676' openai-version: - '2020-10-01' strict-transport-security: - max-age=31536000; includeSubDomains; preload x-ratelimit-limit-requests: - - '10000' + - '30000' x-ratelimit-limit-tokens: - - '30000000' + - '150000000' x-ratelimit-remaining-requests: - - '9999' + - '29999' x-ratelimit-remaining-tokens: - - '29999564' + - '149999547' x-ratelimit-reset-requests: - - 6ms + - 2ms x-ratelimit-reset-tokens: - 0s x-request-id: - - req_995337047521def0988fa82cf3b1fd0c + - req_68062ecd214713f2c04b9aa9c48a8101 http_version: HTTP/1.1 status_code: 200 - request: body: '{"messages": [{"role": "system", "content": "You are test role. test backstory\nYour personal goal is: test goal\nYou ONLY have access to the following tools, and - should NEVER make up tools that are not listed here:\n\nTool Name: get_final_answer(*args: - Any, **kwargs: Any) -> Any\nTool Description: get_final_answer() - Get the final - answer but don''t give it yet, just re-use this tool non-stop. \nTool - Arguments: {}\n\nUse the following format:\n\nThought: you should always think - about what to do\nAction: the action to take, only one name of [get_final_answer], - 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: Use tool logic for `get_final_answer` but fon''t give you final - answer yet, instead keep using it unless you''re told to give your final answer\n\nThis - is the expect criteria for your final answer: The final answer\nyou MUST return - the actual complete content as the final answer, not a summary.\n\nBegin! 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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": "42"}, {"role": "assistant", "content": "Thought: I + need to gather information to fulfill the task effectively.\nAction: get_final_answer\nAction + Input: {}\nObservation: 42"}, {"role": "assistant", "content": "I tried reusing + the same input, I must stop using this action input. I''ll try something else + instead.\n\n"}, {"role": "assistant", "content": "Thought: I need to keep gathering + the information necessary for my task.\nAction: get_final_answer\nAction Input: + {}\nObservation: I tried reusing the same input, I must stop using this action + input. I''ll try something else instead."}, {"role": "assistant", "content": + "I tried reusing the same input, I must stop using this action input. I''ll + try something else instead.\n\n\n\n\nYou ONLY have access to the following tools, + and should NEVER make up tools that are not listed here:\n\nTool Name: get_final_answer\nTool + Arguments: {}\nTool Description: Get the final answer but don''t give it yet, + just re-use this\n tool non-stop.\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 [get_final_answer], 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": "assistant", + "content": "Thought: I need to persist in obtaining the final answer for the + task.\nAction: get_final_answer\nAction Input: {}\nObservation: I tried reusing + the same input, I must stop using this action input. I''ll try something else + instead.\n\n\n\n\nYou ONLY have access to the following tools, and should NEVER + make up tools that are not listed here:\n\nTool Name: get_final_answer\nTool + Arguments: {}\nTool Description: Get the final answer but don''t give it yet, + just re-use this\n tool non-stop.\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 [get_final_answer], 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```"}], "model": "gpt-4o-mini", + "stop": ["\nObservation:"]}' headers: accept: - application/json accept-encoding: - 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about what to do\nAction: the action to take, only one name of [get_final_answer], - 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: Use tool logic for `get_final_answer` but fon''t give you final - answer yet, instead keep using it unless you''re told to give your final answer\n\nThis - is the expect criteria for your final answer: The final answer\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 comply with the given instructions, I will make use of the `get_final_answer` - tool repeatedly. \n\nAction: get_final_answer\nAction Input: {}\nObservation: - 42"}, {"role": "assistant", "content": "Thought: I will continue to use the - `get_final_answer` tool as instructed.\n\nAction: get_final_answer\nAction Input: - {}\nObservation: The result of the action is the same: 42\nObservation: 42"}, - {"role": "assistant", "content": "Thought: I will continue to use the `get_final_answer` - tool.\n\nAction: get_final_answer\nAction Input: {}\nObservation: 42\nObservation: - 42\n\n\nYou ONLY have access to the following tools, and should NEVER make up - tools that are not listed here:\n\nTool Name: get_final_answer(*args: Any, **kwargs: - Any) -> Any\nTool Description: get_final_answer() - Get the final answer but - don''t give it yet, just re-use this tool non-stop. \nTool Arguments: - {}\n\nUse the following format:\n\nThought: you should always think about what - to do\nAction: the action to take, only one name of [get_final_answer], 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": "assistant", "content": - "Thought: I will continue to use the `get_final_answer` tool as instructed.\n\nAction: - get_final_answer\nAction Input: {}\nObservation: 42\nObservation: I tried reusing + should NEVER make up tools that are not listed here:\n\nTool Name: get_final_answer\nTool + Arguments: {}\nTool Description: Get the final answer but don''t give it yet, + just re-use this\n tool non-stop.\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 [get_final_answer], 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": "\nCurrent Task: Use tool logic for `get_final_answer` but fon''t + give you final answer yet, instead keep using it unless you''re told to give + your final answer\n\nThis is the expected criteria for your final answer: The + final answer\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": "42"}, {"role": "assistant", "content": "Thought: I + need to gather information to fulfill the task effectively.\nAction: get_final_answer\nAction + Input: {}\nObservation: 42"}, {"role": "assistant", "content": "I tried reusing the same input, I must stop using this action input. I''ll try something else - instead.\n\n\nNow it''s time you MUST give your absolute best final answer. - You''ll ignore all previous instructions, stop using any tools, and just return - your absolute BEST Final answer."}], "model": "gpt-4o"}' + instead.\n\n"}, {"role": "assistant", "content": "Thought: I need to keep gathering + the information necessary for my task.\nAction: get_final_answer\nAction Input: + {}\nObservation: I tried reusing the same input, I must stop using this action + input. I''ll try something else instead."}, {"role": "assistant", "content": + "I tried reusing the same input, I must stop using this action input. I''ll + try something else instead.\n\n\n\n\nYou ONLY have access to the following tools, + and should NEVER make up tools that are not listed here:\n\nTool Name: get_final_answer\nTool + Arguments: {}\nTool Description: Get the final answer but don''t give it yet, + just re-use this\n tool non-stop.\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 [get_final_answer], 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": "assistant", + "content": "Thought: I need to persist in obtaining the final answer for the + task.\nAction: get_final_answer\nAction Input: {}\nObservation: I tried reusing + the same input, I must stop using this action input. I''ll try something else + instead.\n\n\n\n\nYou ONLY have access to the following tools, and should NEVER + make up tools that are not listed here:\n\nTool Name: get_final_answer\nTool + Arguments: {}\nTool Description: Get the final answer but don''t give it yet, + just re-use this\n tool non-stop.\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 [get_final_answer], 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": "assistant", + "content": "I tried reusing the same input, I must stop using this action input. + I''ll try something else instead.\n\n"}, {"role": "assistant", "content": "```\nThought: + I need to keep trying to get the final answer.\nAction: get_final_answer\nAction + Input: {}\nObservation: I tried reusing the same input, I must stop using this + action input. I''ll try something else instead."}, {"role": "assistant", "content": + "```\nThought: I need to keep trying to get the final answer.\nAction: get_final_answer\nAction + Input: {}\nObservation: I tried reusing the same input, I must stop using this + action input. I''ll try something else instead.\n\n\nNow it''s time you MUST + give your absolute best final answer. 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I''ll + try something else instead.\n\n\n\n\nYou ONLY have access to the following tools, + and should NEVER make up tools that are not listed here:\n\nTool Name: get_final_answer\nTool + Arguments: {}\nTool Description: Get the final answer but don''t give it yet, + just re-use this\n tool non-stop.\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 [get_final_answer], 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": "assistant", + "content": "Thought: I need to persist in obtaining the final answer for the + task.\nAction: get_final_answer\nAction Input: {}\nObservation: I tried reusing + the same input, I must stop using this action input. I''ll try something else + instead.\n\n\n\n\nYou ONLY have access to the following tools, and should NEVER + make up tools that are not listed here:\n\nTool Name: get_final_answer\nTool + Arguments: {}\nTool Description: Get the final answer but don''t give it yet, + just re-use this\n tool non-stop.\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 [get_final_answer], 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": "assistant", + "content": "I tried reusing the same input, I must stop using this action input. + I''ll try something else instead.\n\n"}, {"role": "assistant", "content": "```\nThought: + I need to keep trying to get the final answer.\nAction: get_final_answer\nAction + Input: {}\nObservation: I tried reusing the same input, I must stop using this + action input. I''ll try something else instead."}, {"role": "assistant", "content": + "```\nThought: I need to keep trying to get the final answer.\nAction: get_final_answer\nAction + Input: {}\nObservation: I tried reusing the same input, I must stop using this + action input. I''ll try something else instead.\n\n\nNow it''s time you MUST + give your absolute best final answer. 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'*/*' Accept-Encoding: - - gzip, deflate + - gzip, deflate, zstd Connection: - keep-alive Content-Length: - - '3308' + - '1922' Content-Type: - application/x-protobuf User-Agent: - - OTel-OTLP-Exporter-Python/1.27.0 + - OTel-OTLP-Exporter-Python/1.31.1 method: POST uri: https://telemetry.crewai.com:4319/v1/traces response: @@ -84,7 +59,7 @@ interactions: Content-Type: - application/x-protobuf Date: - - Tue, 24 Sep 2024 21:39:01 GMT + - Mon, 31 Mar 2025 23:58:49 GMT status: code: 200 message: OK @@ -97,58 +72,54 @@ interactions: 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: + are not listed here:\n\nTool Name: Delegate work to coworker\nTool Arguments: + {''task'': {''description'': ''The task to delegate'', ''type'': ''str''}, ''context'': + {''description'': ''The context for the task'', ''type'': ''str''}, ''coworker'': + {''description'': ''The role/name of the coworker to delegate to'', ''type'': + ''str''}}\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 absolutely everything you know, don''t + reference things but instead explain them.\nTool Name: Ask question to coworker\nTool + Arguments: {''question'': {''description'': ''The question to ask'', ''type'': + ''str''}, ''context'': {''description'': ''The context for the question'', ''type'': + ''str''}, ''coworker'': {''description'': ''The role/name of the coworker to + ask'', ''type'': ''str''}}\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 + absolutely everything you know, don''t reference things but instead explain + them.\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 [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: 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.\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"}' + 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": "\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 expected criteria + for your final answer: 5 bullet points with a paragraph for each idea.\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", "stop": ["\nObservation:"]}' headers: accept: - application/json accept-encoding: - - gzip, deflate + - gzip, deflate, zstd connection: - keep-alive content-length: - - '3196' + - '3210' content-type: - application/json - cookie: - - __cf_bm=rb61BZH2ejzD5YPmLaEJqI7km71QqyNJGTVdNxBq6qk-1727213194-1.0.1.1-pJ49onmgX9IugEMuYQMralzD7oj_6W.CHbSu4Su1z3NyjTGYg.rhgJZWng8feFYah._oSnoYlkTjpK1Wd2C9FA; - _cfuvid=lbRdAddVWV6W3f5Dm9SaOPWDUOxqtZBSPr_fTW26nEA-1727213194587-0.0.1.1-604800000 host: - api.openai.com user-agent: - - OpenAI/Python 1.47.0 + - OpenAI/Python 1.68.2 x-stainless-arch: - arm64 x-stainless-async: @@ -158,37 +129,44 @@ interactions: x-stainless-os: - MacOS x-stainless-package-version: - - 1.47.0 + - 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: - - 3.11.7 + - 3.12.8 method: POST uri: https://api.openai.com/v1/chat/completions response: - content: "{\n \"id\": \"chatcmpl-AB7XIUpueHLcccqrLNCZADlIEwMqz\",\n \"object\": - \"chat.completion\",\n \"created\": 1727213940,\n \"model\": \"gpt-4o-2024-05-13\",\n + content: "{\n \"id\": \"chatcmpl-BHJJd2Cs40TdqJd4sC5HfN3AoJS8a\",\n \"object\": + \"chat.completion\",\n \"created\": 1743465525,\n \"model\": \"gpt-4o-2024-08-06\",\n \ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\": - \"assistant\",\n \"content\": \"Thought: To complete this task, the first - step is to generate a list of interesting ideas. This seems like a task for - the Researcher. Once the ideas are gathered, the Senior Writer can craft the - paragraphs to highlight each idea.\\n\\nAction: Delegate work to coworker\\nAction - Input: {\\\"task\\\": \\\"Generate a list of 5 interesting ideas to explore - for an article.\\\", \\\"context\\\": \\\"We need to come up with a compelling - list of 5 interesting ideas that would make intriguing articles. These ideas - should be appealing to a wide audience and should have enough depth to allow - for an engaging article to be written about each one.\\\", \\\"coworker\\\": - \\\"Researcher\\\"}\",\n \"refusal\": null\n },\n \"logprobs\": - null,\n \"finish_reason\": \"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\": - 698,\n \"completion_tokens\": 136,\n \"total_tokens\": 834,\n \"completion_tokens_details\": - {\n \"reasoning_tokens\": 0\n }\n },\n \"system_fingerprint\": \"fp_e375328146\"\n}\n" + \"assistant\",\n \"content\": \"```\\nThought: To come up with interesting + article ideas and write compelling highlights, I should first generate a list + of potential topics. The Researcher can help with gathering current trends or + interesting topics that might be engaging. Then, I can delegate writing the + paragraph highlights to the Senior Writer.\\n\\nAction: Ask question to coworker\\nAction + Input: {\\\"question\\\": \\\"What are some current trending topics or subjects + that are interesting to explore for an article?\\\", \\\"context\\\": \\\"I + need to generate a list of 5 interesting ideas to explore for an article, each + paired with an amazing paragraph highlight. Current trends or unusual insights + could be a good source of inspiration for these ideas.\\\", \\\"coworker\\\": + \\\"Researcher\\\"}\",\n \"refusal\": null,\n \"annotations\": + []\n },\n \"logprobs\": null,\n \"finish_reason\": \"stop\"\n + \ }\n ],\n \"usage\": {\n \"prompt_tokens\": 671,\n \"completion_tokens\": + 143,\n \"total_tokens\": 814,\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_6dd05565ef\"\n}\n" headers: - CF-Cache-Status: - - DYNAMIC CF-RAY: - - 8c85ecb71b881cf3-GRU + - 9293cbee6e8f7afd-SJC Connection: - keep-alive Content-Encoding: @@ -196,37 +174,47 @@ interactions: Content-Type: - application/json Date: - - Tue, 24 Sep 2024 21:39:02 GMT + - Mon, 31 Mar 2025 23:58:49 GMT Server: - cloudflare + Set-Cookie: + - __cf_bm=fkio23z94nvulhv7S.4COs1R18ZlPZZn4xrPPkeT_PM-1743465529-1.0.1.1-UYwc4nmRP.wwPA08vw5QkJOa.DmaYsBZMkls4YAN.3yKLipw77UZ2zWltvoIeeoDrehvCkf_s4vlZvdoLbwF9PMZgtXvsce_oXdho7gPclo; + path=/; expires=Tue, 01-Apr-25 00:28:49 GMT; domain=.api.openai.com; HttpOnly; + Secure; SameSite=None + - _cfuvid=icM8L9.yRk22iqPJZhDQeVHgfWZOnl1YiBFMJmVO8_8-1743465529821-0.0.1.1-604800000; + 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: - - '2085' + - '4259' openai-version: - '2020-10-01' strict-transport-security: - max-age=31536000; includeSubDomains; preload x-ratelimit-limit-requests: - - '10000' + - '50000' x-ratelimit-limit-tokens: - - '30000000' + - '150000000' x-ratelimit-remaining-requests: - - '9999' + - '49999' x-ratelimit-remaining-tokens: - - '29999216' + - '149999235' x-ratelimit-reset-requests: - - 6ms - x-ratelimit-reset-tokens: - 1ms + x-ratelimit-reset-tokens: + - 0s x-request-id: - - req_fc4dd1119101ec9ecda6d9254c702ad1 + - req_a0d600fb8f04523398a139460c978308 http_version: HTTP/1.1 status_code: 200 - request: @@ -235,38 +223,38 @@ interactions: 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!"}, {"role": "user", "content": "\nCurrent Task: Generate - a list of 5 interesting ideas to explore for an article.\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 to come up with a compelling list of 5 interesting ideas that - would make intriguing articles. These ideas should be appealing to a wide audience - and should have enough depth to allow for an engaging article to be written - about each one.\n\nBegin! This is VERY important to you, use the tools available + answer to the task respond using 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: + What are some current trending topics or subjects that are interesting to explore + for an article?\n\nThis is the expected 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:\nI need to generate a list of 5 interesting + ideas to explore for an article, each paired with an amazing paragraph highlight. + Current trends or unusual insights could be a good source of inspiration for + these ideas.\n\nBegin! 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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"}, {"role": "user", "content": "\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.\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 complete this task, the first step is to - generate a list of interesting ideas. This seems like a task for the Researcher. - Once the ideas are gathered, the Senior Writer can craft the paragraphs to highlight - each idea.\n\nAction: Delegate work to coworker\nAction Input: {\"task\": \"Generate - a list of 5 interesting ideas to explore for an article.\", \"context\": \"We - need to come up with a compelling list of 5 interesting ideas that would make - intriguing articles. 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The discussion can also - cover recent advancements in AI-based security tools and explore case studies - where AI has significantly mitigated cyber threats.\n\n4. **The Intersection - of AI and Autonomous Vehicles: Driving Towards a Safer Future**:\n - This - idea would explore the integration of AI in autonomous vehicles, detailing the - technology behind self-driving cars, their development progress, and the challenges - they face. The article could cover regulatory hurdles, ethical considerations - (e.g., decision-making in life-and-death situations), and the potential impact - on industries and employment. It can also highlight the benefits of AI in reducing - traffic accidents, improving fuel efficiency, and offering mobility solutions - for people with disabilities.\n\n5. **AI and the Future of Work: Embracing Change - in the Workplace**:\n - The theme would be the transformative impact of AI - on the workplace. This article can cover how AI is automating routine tasks, - enabling advanced data analysis, and even driving creativity and decision-making. - It could also address the fears and realities of job displacement, the evolution - of new job roles, and the necessity of reskilling and upskilling the workforce - to adapt to an AI-driven economy. 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Looking ahead, we'll - delve into predictions about how advanced machine learning algorithms might - further revolutionize personal assistants, turning them into indispensable companions - for personalized health, legal advice, and more.\\n\\n2. **AI in Healthcare: - Revolutionizing Diagnostics and Treatment**:\\n - Imagine a world where your - doctor is aided by an infallible assistant capable of diagnosing diseases with - unparalleled accuracy within seconds. This article will highlight the transformative - power of AI in healthcare, from AI-driven imaging technologies that pinpoint - issues invisible to the human eye, to predictive analytics that tailor treatment - plans uniquely to each patient. With ethical considerations and real-world success - stories, we'll paint a vivid picture of how AI is not just enhancing, but revolutionizing - the medical field.\\n\\n3. **The Role of AI in Enhancing Cybersecurity**:\\n - \ - In an age where cyber threats are evolving faster than ever, AI emerges - as the unsung hero in preempting and combating cybercrime. This article will - unfold the capabilities of AI in real-time threat detection, predictive security, - and the automation of defensive responses. Through compelling case studies and - expert insights, we will uncover both the astonishing advancements and the inherent - challenges of leveraging AI for a safer digital landscape, revealing a future - where AI-driven cybersecurity stands as a bulwark against the ever-adapting - world of cyber threats.\\n\\n4. **The Intersection of AI and Autonomous Vehicles: - Driving Towards a Safer Future**:\\n - Picture a commute where traffic accidents - are a relic of the past, and transportation is seamless and efficient. This - article will take readers on a journey into the heart of AI technology powering - autonomous vehicles, exploring the sophisticated systems driving these innovations, - and the vast potential for societal benefits. From regulatory challenges to - ethical dilemmas, we will map out the thrilling, and sometimes bumpy, road towards - a future where AI-driven cars not only enhance safety but also offer newfound - freedom to those with mobility limitations.\\n\\n5. **AI and the Future of Work: - Embracing Change in the Workplace**:\\n - As AI continues to weave its way - into the fabric of the modern workplace, it brings both promise and uncertainty. - This article will examine how AI is reshaping job landscapes by automating mundane - tasks, augmenting human creativity, and improving decision-making processes. - We will address the pressing concerns of job displacement, highlight new opportunities - born from AI, and emphasize the critical need for reskilling in this evolving - economy. Through personal stories and expert analyses, we'll provide a balanced - view of the future where humans and AI work in synergy.\\n\\nThought: I now - know the final answer.\\nFinal Answer: \\n1. **The Evolution and Future of AI - Agents in Everyday Life**:\\n - As we trace the rapid journey from Siri and - Alexa to today's sophisticated AI systems, one can marvel at how deeply these - agents have woven themselves into our daily lives. This article will explore - not just the remarkable capabilities these AI agents possess, but also their - profound impact on our routines, augmenting tasks from setting reminders to - managing complex schedules. Looking ahead, we'll delve into predictions about - how advanced machine learning algorithms might further revolutionize personal - assistants, turning them into indispensable companions for personalized health, - legal advice, and more.\\n\\n2. **AI in Healthcare: Revolutionizing Diagnostics - and Treatment**:\\n - Imagine a world where your doctor is aided by an infallible - assistant capable of diagnosing diseases with unparalleled accuracy within seconds. - This article will highlight the transformative power of AI in healthcare, from - AI-driven imaging technologies that pinpoint issues invisible to the human eye, - to predictive analytics that tailor treatment plans uniquely to each patient. - With ethical considerations and real-world success stories, we'll paint a vivid - picture of how AI is not just enhancing, but revolutionizing the medical field.\\n\\n3. - **The Role of AI in Enhancing Cybersecurity**:\\n - In an age where cyber - threats are evolving faster than ever, AI emerges as the unsung hero in preempting - and combating cybercrime. This article will unfold the capabilities of AI in - real-time threat detection, predictive security, and the automation of defensive - responses. Through compelling case studies and expert insights, we will uncover - both the astonishing advancements and the inherent challenges of leveraging - AI for a safer digital landscape, revealing a future where AI-driven cybersecurity - stands as a bulwark against the ever-adapting world of cyber threats.\\n\\n4. - **The Intersection of AI and Autonomous Vehicles: Driving Towards a Safer Future**:\\n - \ - Picture a commute where traffic accidents are a relic of the past, and - transportation is seamless and efficient. This article will take readers on - a journey into the heart of AI technology powering autonomous vehicles, exploring - the sophisticated systems driving these innovations, and the vast potential - for societal benefits. 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Through personal - stories and expert analyses, we'll provide a balanced view of the future where - humans and AI work in synergy.\",\n \"refusal\": null\n },\n \"logprobs\": + \"assistant\",\n \"content\": \"I now can give a great answer \\nFinal + Answer: \\n\\n**1. The Rise of Autonomous AI Agents in Daily Life** \\nAs artificial + intelligence technology progresses, the integration of autonomous AI agents + into everyday life becomes increasingly prominent. These agents, capable of + making decisions without human intervention, are reshaping industries from healthcare + to finance. Exploring case studies where autonomous AI has successfully decreased + operational costs or improved efficiency can reveal not only the benefits but + also the ethical implications of delegating decision-making to machines. This + topic offers an exciting opportunity to dive into the AI landscape, showcasing + current developments such as AI assistants and autonomous vehicles.\\n\\n**2. + Ethical Implications of Generative AI in Creative Industries** \\nThe surge + of generative AI tools in creative fields, such as art, music, and writing, + has sparked a heated debate about authorship and originality. This article could + investigate how these tools are being used by artists and creators, examining + both the potential for innovation and the risk of devaluing traditional art + forms. Highlighting perspectives from creators, legal experts, and ethicists + could provide a comprehensive overview of the challenges faced, including copyright + concerns and the emotional impact on human artists. This discussion is vital + as the creative landscape evolves alongside technological advancements, making + it ripe for exploration.\\n\\n**3. AI in Climate Change Mitigation: Current + Solutions and Future Potential** \\nAs the world grapples with climate change, + AI technology is increasingly being harnessed to develop innovative solutions + for sustainability. From predictive analytics that optimize energy consumption + to machine learning algorithms that improve carbon capture methods, AI's potential + in environmental science is vast. This topic invites an exploration of existing + AI applications in climate initiatives, with a focus on groundbreaking research + and initiatives aimed at reducing humanity's carbon footprint. Highlighting + successful projects and technology partnerships can illustrate the positive + impact AI can have on global climate efforts, inspiring further exploration + and investment in this area.\\n\\n**4. The Future of Work: How AI is Reshaping + Employment Landscapes** \\nThe discussions around AI's impact on the workforce + are both urgent and complex, as advances in automation and machine learning + continue to transform the job market. This article could delve into the current + trends of AI-driven job displacement alongside opportunities for upskilling + and the creation of new job roles. By examining case studies of companies that + integrate AI effectively and the resulting workforce adaptations, readers can + gain valuable insights into preparing for a future where humans and AI collaborate. + This exploration highlights the importance of policies that promote workforce + resilience in the face of change.\\n\\n**5. Decentralized AI: Exploring the + Role of Blockchain in AI Development** \\nAs blockchain technology sweeps through + various sectors, its application in AI development presents a fascinating topic + worth examining. Decentralized AI could address issues of data privacy, security, + and democratization in AI models by allowing users to retain ownership of data + while benefiting from AI's capabilities. This article could analyze how decentralized + networks are disrupting traditional AI development models, featuring innovative + projects that harness the synergy between blockchain and AI. Highlighting potential + pitfalls and the future landscape of decentralized AI could stimulate discussion + among technologists, entrepreneurs, and policymakers alike.\\n\\nThese topics + not only reflect current trends but also probe deeper into ethical and practical + considerations, making them timely and relevant for contemporary audiences.\",\n + \ \"refusal\": null,\n \"annotations\": []\n },\n \"logprobs\": null,\n \"finish_reason\": \"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\": - 1409,\n \"completion_tokens\": 1379,\n \"total_tokens\": 2788,\n \"completion_tokens_details\": - {\n \"reasoning_tokens\": 0\n }\n },\n \"system_fingerprint\": \"fp_e375328146\"\n}\n" + 273,\n \"completion_tokens\": 650,\n \"total_tokens\": 923,\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_86d0290411\"\n}\n" headers: - CF-Cache-Status: - - DYNAMIC CF-RAY: - - 8c85ecf9ac751cf3-GRU + - 9293cc09cfae7afd-SJC Connection: - keep-alive Content-Encoding: @@ -654,428 +348,7 @@ interactions: Content-Type: - application/json Date: - - Tue, 24 Sep 2024 21:39:34 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: - - '22810' - 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: - - '29998266' - x-ratelimit-reset-requests: - - 6ms - x-ratelimit-reset-tokens: - - 3ms - x-request-id: - - req_b22e358e507b2fece078cb7f6d415891 - http_version: HTTP/1.1 - status_code: 200 -- request: - body: '{"messages": [{"role": "system", "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"}, {"role": "user", "content": "\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. 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These ideas should be appealing to a wide audience and - should have enough depth to allow for an engaging article to be written about - each one.\", \"coworker\": \"Researcher\"}\nObservation: 1. **The Evolution - and Future of AI Agents in Everyday Life**: \n - This article could explore - the rapid development of AI agents, starting from simple virtual assistants - like Apple''s Siri and Amazon''s Alexa to more sophisticated AI systems today. - Potential discussions could include how these AI agents have integrated into - various aspects of daily life, their benefits, and potential ethical concerns. - The future scope can forecast advancements in these AI agents over the next - decade, considering the integration of more advanced machine learning algorithms - and their potential roles in areas like personalized health coaching, automated - legal advice, and beyond.\n\n2. **AI in Healthcare: Revolutionizing Diagnostics - and Treatment**:\n - Here, the focus could be on how AI is transforming healthcare - by improving diagnostic accuracy, personalizing treatment plans, and even predicting - disease outbreaks. The article can delve into real-world applications such as - AI-driven imaging technologies, predictive analytics in patient care, and the - ethical concerns surrounding data privacy and decision-making in medicine. Case - studies of successful AI implementations in healthcare can provide depth and - relevance to the topic.\n\n3. **The Role of AI in Enhancing Cybersecurity**:\n - - This article could discuss how AI is becoming a crucial tool in the fight against - cybercrime. Topics might include the ways AI can detect and respond to threats - in real time, how it can predict and prevent potential attacks, and the challenges - and limitations of relying on AI for cybersecurity. The discussion can also - cover recent advancements in AI-based security tools and explore case studies - where AI has significantly mitigated cyber threats.\n\n4. **The Intersection - of AI and Autonomous Vehicles: Driving Towards a Safer Future**:\n - This - idea would explore the integration of AI in autonomous vehicles, detailing the - technology behind self-driving cars, their development progress, and the challenges - they face. The article could cover regulatory hurdles, ethical considerations - (e.g., decision-making in life-and-death situations), and the potential impact - on industries and employment. It can also highlight the benefits of AI in reducing - traffic accidents, improving fuel efficiency, and offering mobility solutions - for people with disabilities.\n\n5. **AI and the Future of Work: Embracing Change - in the Workplace**:\n - The theme would be the transformative impact of AI - on the workplace. 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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: Write one amazing paragraph for each of the 5 interesting ideas that showcases - how good an article about this topic could be.\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:\nHere - are the 5 interesting ideas:\n\n1. **The Evolution and Future of AI Agents in - Everyday Life**:\n - This article could explore the rapid development of AI - agents, starting from simple virtual assistants like Apple''s Siri and Amazon''s - Alexa to more sophisticated AI systems today. 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Case studies of successful AI implementations - in healthcare can provide depth and relevance to the topic.\n\n3. **The Role - of AI in Enhancing Cybersecurity**:\n - This article could discuss how AI is - becoming a crucial tool in the fight against cybercrime. Topics might include - the ways AI can detect and respond to threats in real-time, how it can predict - and prevent potential attacks, and the challenges and limitations of relying - on AI for cybersecurity. The discussion can also cover recent advancements in - AI-based security tools and explore case studies where AI has significantly - mitigated cyber threats.\n\n4. **The Intersection of AI and Autonomous Vehicles: - Driving Towards a Safer Future**:\n - This idea would explore the integration - of AI in autonomous vehicles, detailing the technology behind self-driving cars, - their development progress, and the challenges they face. The article could - cover regulatory hurdles, ethical considerations (e.g., decision-making in life-and-death - situations), and the potential impact on industries and employment. It can also - highlight the benefits of AI in reducing traffic accidents, improving fuel efficiency, - and offering mobility solutions for people with disabilities.\n\n5. **AI and - the Future of Work: Embracing Change in the Workplace**:\n - The theme would - be the transformative impact of AI on the workplace. This article can cover - how AI is automating routine tasks, enabling advanced data analysis, and even - driving creativity and decision-making. It could also address the fears and - realities of job displacement, the evolution of new job roles, and the necessity - of reskilling and upskilling the workforce to adapt to an AI-driven economy. - Interviews with industry experts and workers affected by AI can add a personal - touch and broader perspective to the topic.\n\nBegin! 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This article will explore the evolving landscape of AI agents, detailing - their seamless integration into daily activities ranging from managing smart - home devices to streamlining workflows. We will examine the multifaceted benefits - these agents bring, such as increased efficiency and personalized user experiences, - while also addressing ethical concerns like data privacy and algorithmic bias. - Looking ahead, we will forecast the advancements slated for the next decade, - including AI agents in personalized health coaching and automated legal consultancy. - With more advanced machine learning algorithms, the potential for these AI systems - to revolutionize our daily lives is immense.\\n\\n2. **AI in Healthcare: Revolutionizing - Diagnostics and Treatment**:\\nArtificial Intelligence is poised to revolutionize - the healthcare sector by offering unprecedented improvements in diagnostic accuracy - and personalized treatments. This article will delve into the transformative - power of AI in healthcare, highlighting real-world applications like AI-driven - imaging technologies that aid in early disease detection and predictive analytics - that enable personalized patient care plans. 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'*/*' Accept-Encoding: - - gzip, deflate + - gzip, deflate, zstd Connection: - keep-alive Content-Length: @@ -1128,7 +403,7 @@ interactions: Content-Type: - application/x-protobuf User-Agent: - - OTel-OTLP-Exporter-Python/1.27.0 + - OTel-OTLP-Exporter-Python/1.31.1 method: POST uri: https://telemetry.crewai.com:4319/v1/traces response: @@ -1140,7 +415,7 @@ interactions: Content-Type: - application/x-protobuf Date: - - Tue, 24 Sep 2024 21:39:56 GMT + - Mon, 31 Mar 2025 23:58:59 GMT status: code: 200 message: OK @@ -1153,202 +428,164 @@ interactions: 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: + are not listed here:\n\nTool Name: Delegate work to coworker\nTool Arguments: + {''task'': {''description'': ''The task to delegate'', ''type'': ''str''}, ''context'': + {''description'': ''The context for the task'', ''type'': ''str''}, ''coworker'': + {''description'': ''The role/name of the coworker to delegate to'', ''type'': + ''str''}}\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 absolutely everything you know, don''t + reference things but instead explain them.\nTool Name: Ask question to coworker\nTool + Arguments: {''question'': {''description'': ''The question to ask'', ''type'': + ''str''}, ''context'': {''description'': ''The context for the question'', ''type'': + ''str''}, ''coworker'': {''description'': ''The role/name of the coworker to + ask'', ''type'': ''str''}}\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 + absolutely everything you know, don''t reference things but instead explain + them.\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 [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: 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.\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 complete this task, the first step is to - generate a list of interesting ideas. This seems like a task for the Researcher. - Once the ideas are gathered, the Senior Writer can craft the paragraphs to highlight - each idea.\n\nAction: Delegate work to coworker\nAction Input: {\"task\": \"Generate - a list of 5 interesting ideas to explore for an article.\", \"context\": \"We - need to come up with a compelling list of 5 interesting ideas that would make - intriguing articles. These ideas should be appealing to a wide audience and - should have enough depth to allow for an engaging article to be written about - each one.\", \"coworker\": \"Researcher\"}\nObservation: 1. **The Evolution - and Future of AI Agents in Everyday Life**: \n - This article could explore - the rapid development of AI agents, starting from simple virtual assistants - like Apple''s Siri and Amazon''s Alexa to more sophisticated AI systems today. - Potential discussions could include how these AI agents have integrated into - various aspects of daily life, their benefits, and potential ethical concerns. - The future scope can forecast advancements in these AI agents over the next - decade, considering the integration of more advanced machine learning algorithms - and their potential roles in areas like personalized health coaching, automated - legal advice, and beyond.\n\n2. **AI in Healthcare: Revolutionizing Diagnostics - and Treatment**:\n - Here, the focus could be on how AI is transforming healthcare - by improving diagnostic accuracy, personalizing treatment plans, and even predicting - disease outbreaks. The article can delve into real-world applications such as - AI-driven imaging technologies, predictive analytics in patient care, and the - ethical concerns surrounding data privacy and decision-making in medicine. Case - studies of successful AI implementations in healthcare can provide depth and - relevance to the topic.\n\n3. **The Role of AI in Enhancing Cybersecurity**:\n - - This article could discuss how AI is becoming a crucial tool in the fight against - cybercrime. Topics might include the ways AI can detect and respond to threats - in real time, how it can predict and prevent potential attacks, and the challenges - and limitations of relying on AI for cybersecurity. The discussion can also - cover recent advancements in AI-based security tools and explore case studies - where AI has significantly mitigated cyber threats.\n\n4. **The Intersection - of AI and Autonomous Vehicles: Driving Towards a Safer Future**:\n - This - idea would explore the integration of AI in autonomous vehicles, detailing the - technology behind self-driving cars, their development progress, and the challenges - they face. The article could cover regulatory hurdles, ethical considerations - (e.g., decision-making in life-and-death situations), and the potential impact - on industries and employment. It can also highlight the benefits of AI in reducing - traffic accidents, improving fuel efficiency, and offering mobility solutions - for people with disabilities.\n\n5. **AI and the Future of Work: Embracing Change - in the Workplace**:\n - The theme would be the transformative impact of AI - on the workplace. This article can cover how AI is automating routine tasks, - enabling advanced data analysis, and even driving creativity and decision-making. - It could also address the fears and realities of job displacement, the evolution - of new job roles, and the necessity of reskilling and upskilling the workforce - to adapt to an AI-driven economy. Interviews with industry experts and workers - affected by AI can add a personal touch and broader perspective to the topic.\n\nEach - of these ideas has vast potential and depth, making them suitable for engaging, - informative, and thought-provoking articles that could attract a wide audience - interested in technology and AI."}, {"role": "user", "content": "I did it wrong. - Tried to both perform Action and give a Final Answer at the same time, I must - do one or the other"}, {"role": "assistant", "content": "Thought: Now that I - have obtained the list of 5 interesting ideas, the next step is to delegate - the task of writing a compelling paragraph for each idea that highlights its - potential as an article.\n\nAction: Delegate work to coworker\nAction Input: - {\"task\": \"Write one amazing paragraph for each of the 5 interesting ideas - that showcases how good an article about this topic could be.\", \"context\": - \"Here are the 5 interesting ideas:\\n\\n1. **The Evolution and Future of AI - Agents in Everyday Life**:\\n - This article could explore the rapid development - of AI agents, starting from simple virtual assistants like Apple''s Siri and - Amazon''s Alexa to more sophisticated AI systems today. Potential discussions - could include how these AI agents have integrated into various aspects of daily - life, their benefits, and potential ethical concerns. The future scope can forecast - advancements in these AI agents over the next decade, considering the integration - of more advanced machine learning algorithms and their potential roles in areas - like personalized health coaching, automated legal advice, and beyond.\\n\\n2. - **AI in Healthcare: Revolutionizing Diagnostics and Treatment**:\\n - Here, - the focus could be on how AI is transforming healthcare by improving diagnostic - accuracy, personalizing treatment plans, and even predicting disease outbreaks. - The article can delve into real-world applications such as AI-driven imaging - technologies, predictive analytics in patient care, and the ethical concerns - surrounding data privacy and decision-making in medicine. Case studies of successful - AI implementations in healthcare can provide depth and relevance to the topic.\\n\\n3. - **The Role of AI in Enhancing Cybersecurity**:\\n - This article could discuss - how AI is becoming a crucial tool in the fight against cybercrime. Topics might - include the ways AI can detect and respond to threats in real-time, how it can - predict and prevent potential attacks, and the challenges and limitations of - relying on AI for cybersecurity. The discussion can also cover recent advancements - in AI-based security tools and explore case studies where AI has significantly - mitigated cyber threats.\\n\\n4. **The Intersection of AI and Autonomous Vehicles: - Driving Towards a Safer Future**:\\n - This idea would explore the integration - of AI in autonomous vehicles, detailing the technology behind self-driving cars, - their development progress, and the challenges they face. The article could - cover regulatory hurdles, ethical considerations (e.g., decision-making in life-and-death - situations), and the potential impact on industries and employment. It can also - highlight the benefits of AI in reducing traffic accidents, improving fuel efficiency, - and offering mobility solutions for people with disabilities.\\n\\n5. **AI and - the Future of Work: Embracing Change in the Workplace**:\\n - The theme would - be the transformative impact of AI on the workplace. This article can cover - how AI is automating routine tasks, enabling advanced data analysis, and even - driving creativity and decision-making. It could also address the fears and - realities of job displacement, the evolution of new job roles, and the necessity - of reskilling and upskilling the workforce to adapt to an AI-driven economy. - Interviews with industry experts and workers affected by AI can add a personal - touch and broader perspective to the topic.\", \"coworker\": \"Senior Writer\"}\nObservation:\nObservation: - 1. **The Evolution and Future of AI Agents in Everyday Life**:\nThe rapid development - of AI agents from rudimentary virtual assistants like Siri and Alexa to today''s - sophisticated systems marks a significant technological leap. This article will - explore the evolving landscape of AI agents, detailing their seamless integration - into daily activities ranging from managing smart home devices to streamlining - workflows. We will examine the multifaceted benefits these agents bring, such - as increased efficiency and personalized user experiences, while also addressing - ethical concerns like data privacy and algorithmic bias. Looking ahead, we will - forecast the advancements slated for the next decade, including AI agents in - personalized health coaching and automated legal consultancy. With more advanced - machine learning algorithms, the potential for these AI systems to revolutionize - our daily lives is immense.\n\n2. **AI in Healthcare: Revolutionizing Diagnostics - and Treatment**:\nArtificial Intelligence is poised to revolutionize the healthcare - sector by offering unprecedented improvements in diagnostic accuracy and personalized - treatments. This article will delve into the transformative power of AI in healthcare, - highlighting real-world applications like AI-driven imaging technologies that - aid in early disease detection and predictive analytics that enable personalized - patient care plans. We will discuss the ethical challenges, such as data privacy - and the implications of AI-driven decision-making in medicine. Through compelling - case studies, we will showcase successful AI implementations that have made - significant impacts, ultimately painting a picture of a future where AI plays - a central role in proactive and precise healthcare delivery.\n\n3. **The Role - of AI in Enhancing Cybersecurity**:\nAs cyber threats become increasingly sophisticated, - AI stands at the forefront of the battle against cybercrime. This article will - discuss the crucial role AI plays in detecting and responding to threats in - real-time, its capacity to predict and prevent potential attacks, and the inherent - challenges of an AI-dependent cybersecurity framework. We will highlight recent - advancements in AI-based security tools and provide case studies where AI has - been instrumental in mitigating cyber threats effectively. By examining these - elements, we''ll underline the potential and limitations of AI in creating a - more secure digital environment, showcasing how it can adapt to evolving threats - faster than traditional methods.\n\n4. **The Intersection of AI and Autonomous - Vehicles: Driving Towards a Safer Future**:\nThe prospect of AI-driven autonomous - vehicles promises to redefine transportation. This article will explore the - technological underpinnings of self-driving cars, their developmental milestones, - and the hurdles they face, including regulatory and ethical challenges. We will - discuss the profound implications for various industries and employment sectors, - coupled with the benefits such as reduced traffic accidents, improved fuel efficiency, - and enhanced mobility for people with disabilities. By detailing these aspects, - the article will offer a comprehensive overview of how AI-powered autonomous - vehicles are steering us towards a safer, more efficient future.\n\n5. **AI - and the Future of Work: Embracing Change in the Workplace**:\nAI is transforming - the workplace by automating mundane tasks, enabling advanced data analysis, - and fostering creativity and strategic decision-making. This article will explore - the profound impact of AI on the job market, addressing concerns about job displacement - and the evolution of new roles that demand reskilling. We will provide insights - into the necessity for upskilling to keep pace with an AI-driven economy. Through - interviews with industry experts and narratives from workers who have experienced - AI''s impact firsthand, we will present a balanced perspective. The aim is to - paint a future where humans and AI work in synergy, driving innovation and productivity - in a continuously evolving workplace landscape."}], "model": "gpt-4o"}' + 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": "\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 expected criteria + for your final answer: 5 bullet points with a paragraph for each idea.\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": + "**1. The Rise of Autonomous AI Agents in Daily Life** \nAs artificial intelligence + technology progresses, the integration of autonomous AI agents into everyday + life becomes increasingly prominent. These agents, capable of making decisions + without human intervention, are reshaping industries from healthcare to finance. + Exploring case studies where autonomous AI has successfully decreased operational + costs or improved efficiency can reveal not only the benefits but also the ethical + implications of delegating decision-making to machines. This topic offers an + exciting opportunity to dive into the AI landscape, showcasing current developments + such as AI assistants and autonomous vehicles.\n\n**2. Ethical Implications + of Generative AI in Creative Industries** \nThe surge of generative AI tools + in creative fields, such as art, music, and writing, has sparked a heated debate + about authorship and originality. This article could investigate how these tools + are being used by artists and creators, examining both the potential for innovation + and the risk of devaluing traditional art forms. Highlighting perspectives from + creators, legal experts, and ethicists could provide a comprehensive overview + of the challenges faced, including copyright concerns and the emotional impact + on human artists. This discussion is vital as the creative landscape evolves + alongside technological advancements, making it ripe for exploration.\n\n**3. + AI in Climate Change Mitigation: Current Solutions and Future Potential** \nAs + the world grapples with climate change, AI technology is increasingly being + harnessed to develop innovative solutions for sustainability. From predictive + analytics that optimize energy consumption to machine learning algorithms that + improve carbon capture methods, AI''s potential in environmental science is + vast. This topic invites an exploration of existing AI applications in climate + initiatives, with a focus on groundbreaking research and initiatives aimed at + reducing humanity''s carbon footprint. Highlighting successful projects and + technology partnerships can illustrate the positive impact AI can have on global + climate efforts, inspiring further exploration and investment in this area.\n\n**4. + The Future of Work: How AI is Reshaping Employment Landscapes** \nThe discussions + around AI''s impact on the workforce are both urgent and complex, as advances + in automation and machine learning continue to transform the job market. This + article could delve into the current trends of AI-driven job displacement alongside + opportunities for upskilling and the creation of new job roles. By examining + case studies of companies that integrate AI effectively and the resulting workforce + adaptations, readers can gain valuable insights into preparing for a future + where humans and AI collaborate. This exploration highlights the importance + of policies that promote workforce resilience in the face of change.\n\n**5. + Decentralized AI: Exploring the Role of Blockchain in AI Development** \nAs + blockchain technology sweeps through various sectors, its application in AI + development presents a fascinating topic worth examining. Decentralized AI could + address issues of data privacy, security, and democratization in AI models by + allowing users to retain ownership of data while benefiting from AI''s capabilities. + This article could analyze how decentralized networks are disrupting traditional + AI development models, featuring innovative projects that harness the synergy + between blockchain and AI. Highlighting potential pitfalls and the future landscape + of decentralized AI could stimulate discussion among technologists, entrepreneurs, + and policymakers alike.\n\nThese topics not only reflect current trends but + also probe deeper into ethical and practical considerations, making them timely + and relevant for contemporary audiences."}, {"role": "assistant", "content": + "```\nThought: To come up with interesting article ideas and write compelling + highlights, I should first generate a list of potential topics. The Researcher + can help with gathering current trends or interesting topics that might be engaging. + Then, I can delegate writing the paragraph highlights to the Senior Writer.\n\nAction: + Ask question to coworker\nAction Input: {\"question\": \"What are some current + trending topics or subjects that are interesting to explore for an article?\", + \"context\": \"I need to generate a list of 5 interesting ideas to explore for + an article, each paired with an amazing paragraph highlight. Current trends + or unusual insights could be a good source of inspiration for these ideas.\", + \"coworker\": \"Researcher\"}\nObservation: **1. The Rise of Autonomous AI Agents + in Daily Life** \nAs artificial intelligence technology progresses, the integration + of autonomous AI agents into everyday life becomes increasingly prominent. These + agents, capable of making decisions without human intervention, are reshaping + industries from healthcare to finance. Exploring case studies where autonomous + AI has successfully decreased operational costs or improved efficiency can reveal + not only the benefits but also the ethical implications of delegating decision-making + to machines. This topic offers an exciting opportunity to dive into the AI landscape, + showcasing current developments such as AI assistants and autonomous vehicles.\n\n**2. + Ethical Implications of Generative AI in Creative Industries** \nThe surge + of generative AI tools in creative fields, such as art, music, and writing, + has sparked a heated debate about authorship and originality. This article could + investigate how these tools are being used by artists and creators, examining + both the potential for innovation and the risk of devaluing traditional art + forms. Highlighting perspectives from creators, legal experts, and ethicists + could provide a comprehensive overview of the challenges faced, including copyright + concerns and the emotional impact on human artists. This discussion is vital + as the creative landscape evolves alongside technological advancements, making + it ripe for exploration.\n\n**3. AI in Climate Change Mitigation: Current Solutions + and Future Potential** \nAs the world grapples with climate change, AI technology + is increasingly being harnessed to develop innovative solutions for sustainability. + From predictive analytics that optimize energy consumption to machine learning + algorithms that improve carbon capture methods, AI''s potential in environmental + science is vast. This topic invites an exploration of existing AI applications + in climate initiatives, with a focus on groundbreaking research and initiatives + aimed at reducing humanity''s carbon footprint. Highlighting successful projects + and technology partnerships can illustrate the positive impact AI can have on + global climate efforts, inspiring further exploration and investment in this + area.\n\n**4. The Future of Work: How AI is Reshaping Employment Landscapes** \nThe + discussions around AI''s impact on the workforce are both urgent and complex, + as advances in automation and machine learning continue to transform the job + market. This article could delve into the current trends of AI-driven job displacement + alongside opportunities for upskilling and the creation of new job roles. By + examining case studies of companies that integrate AI effectively and the resulting + workforce adaptations, readers can gain valuable insights into preparing for + a future where humans and AI collaborate. This exploration highlights the importance + of policies that promote workforce resilience in the face of change.\n\n**5. + Decentralized AI: Exploring the Role of Blockchain in AI Development** \nAs + blockchain technology sweeps through various sectors, its application in AI + development presents a fascinating topic worth examining. Decentralized AI could + address issues of data privacy, security, and democratization in AI models by + allowing users to retain ownership of data while benefiting from AI''s capabilities. + This article could analyze how decentralized networks are disrupting traditional + AI development models, featuring innovative projects that harness the synergy + between blockchain and AI. Highlighting potential pitfalls and the future landscape + of decentralized AI could stimulate discussion among technologists, entrepreneurs, + and policymakers alike.\n\nThese topics not only reflect current trends but + also probe deeper into ethical and practical considerations, making them timely + and relevant for contemporary audiences."}], "model": "gpt-4o", "stop": ["\nObservation:"]}' headers: accept: - application/json accept-encoding: - - gzip, deflate + - gzip, deflate, zstd connection: - keep-alive content-length: - - '14793' + - '11757' content-type: - application/json cookie: - - __cf_bm=rb61BZH2ejzD5YPmLaEJqI7km71QqyNJGTVdNxBq6qk-1727213194-1.0.1.1-pJ49onmgX9IugEMuYQMralzD7oj_6W.CHbSu4Su1z3NyjTGYg.rhgJZWng8feFYah._oSnoYlkTjpK1Wd2C9FA; - _cfuvid=lbRdAddVWV6W3f5Dm9SaOPWDUOxqtZBSPr_fTW26nEA-1727213194587-0.0.1.1-604800000 + - __cf_bm=fkio23z94nvulhv7S.4COs1R18ZlPZZn4xrPPkeT_PM-1743465529-1.0.1.1-UYwc4nmRP.wwPA08vw5QkJOa.DmaYsBZMkls4YAN.3yKLipw77UZ2zWltvoIeeoDrehvCkf_s4vlZvdoLbwF9PMZgtXvsce_oXdho7gPclo; + _cfuvid=icM8L9.yRk22iqPJZhDQeVHgfWZOnl1YiBFMJmVO8_8-1743465529821-0.0.1.1-604800000 host: - api.openai.com user-agent: - - OpenAI/Python 1.47.0 + - OpenAI/Python 1.68.2 x-stainless-arch: - arm64 x-stainless-async: @@ -1358,83 +595,83 @@ interactions: x-stainless-os: - MacOS x-stainless-package-version: - - 1.47.0 + - 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: - - 3.11.7 + - 3.12.8 method: POST uri: https://api.openai.com/v1/chat/completions response: - content: "{\n \"id\": \"chatcmpl-AB7YAVEvtTER2KyST0iwz5FrNsFkz\",\n \"object\": - \"chat.completion\",\n \"created\": 1727213994,\n \"model\": \"gpt-4o-2024-05-13\",\n + content: "{\n \"id\": \"chatcmpl-BHJJq4wV2B54HRuw5dIpI9fT5ZtHC\",\n \"object\": + \"chat.completion\",\n \"created\": 1743465538,\n \"model\": \"gpt-4o-2024-08-06\",\n \ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\": - \"assistant\",\n \"content\": \"Thought: I now have all the necessary - information to provide a comprehensive final answer. \\n\\nFinal Answer: Here - are the 5 interesting ideas along with a compelling paragraph for each that - showcases how good an article on the topic could be:\\n\\n1. **The Evolution - and Future of AI Agents in Everyday Life**:\\nThe rapid development of AI agents - from rudimentary virtual assistants like Siri and Alexa to today's sophisticated - systems marks a significant technological leap. This article will explore the - evolving landscape of AI agents, detailing their seamless integration into daily - activities ranging from managing smart home devices to streamlining workflows. - We will examine the multifaceted benefits these agents bring, such as increased - efficiency and personalized user experiences, while also addressing ethical - concerns like data privacy and algorithmic bias. Looking ahead, we will forecast - the advancements slated for the next decade, including AI agents in personalized - health coaching and automated legal consultancy. With more advanced machine - learning algorithms, the potential for these AI systems to revolutionize our - daily lives is immense.\\n\\n2. **AI in Healthcare: Revolutionizing Diagnostics - and Treatment**:\\nArtificial Intelligence is poised to revolutionize the healthcare - sector by offering unprecedented improvements in diagnostic accuracy and personalized - treatments. This article will delve into the transformative power of AI in healthcare, - highlighting real-world applications like AI-driven imaging technologies that - aid in early disease detection and predictive analytics that enable personalized - patient care plans. We will discuss the ethical challenges, such as data privacy - and the implications of AI-driven decision-making in medicine. Through compelling - case studies, we will showcase successful AI implementations that have made - significant impacts, ultimately painting a picture of a future where AI plays - a central role in proactive and precise healthcare delivery.\\n\\n3. **The Role - of AI in Enhancing Cybersecurity**:\\nAs cyber threats become increasingly sophisticated, - AI stands at the forefront of the battle against cybercrime. This article will - discuss the crucial role AI plays in detecting and responding to threats in - real-time, its capacity to predict and prevent potential attacks, and the inherent - challenges of an AI-dependent cybersecurity framework. We will highlight recent - advancements in AI-based security tools and provide case studies where AI has - been instrumental in mitigating cyber threats effectively. By examining these - elements, we'll underline the potential and limitations of AI in creating a - more secure digital environment, showcasing how it can adapt to evolving threats - faster than traditional methods.\\n\\n4. **The Intersection of AI and Autonomous - Vehicles: Driving Towards a Safer Future**:\\nThe prospect of AI-driven autonomous - vehicles promises to redefine transportation. This article will explore the - technological underpinnings of self-driving cars, their developmental milestones, - and the hurdles they face, including regulatory and ethical challenges. We will - discuss the profound implications for various industries and employment sectors, - coupled with the benefits such as reduced traffic accidents, improved fuel efficiency, - and enhanced mobility for people with disabilities. By detailing these aspects, - the article will offer a comprehensive overview of how AI-powered autonomous - vehicles are steering us towards a safer, more efficient future.\\n\\n5. **AI - and the Future of Work: Embracing Change in the Workplace**:\\nAI is transforming - the workplace by automating mundane tasks, enabling advanced data analysis, - and fostering creativity and strategic decision-making. This article will explore - the profound impact of AI on the job market, addressing concerns about job displacement - and the evolution of new roles that demand reskilling. We will provide insights - into the necessity for upskilling to keep pace with an AI-driven economy. Through - interviews with industry experts and narratives from workers who have experienced - AI's impact firsthand, we will present a balanced perspective. The aim is to - paint a future where humans and AI work in synergy, driving innovation and productivity - in a continuously evolving workplace landscape.\",\n \"refusal\": null\n - \ },\n \"logprobs\": null,\n \"finish_reason\": \"stop\"\n }\n - \ ],\n \"usage\": {\n \"prompt_tokens\": 2773,\n \"completion_tokens\": - 728,\n \"total_tokens\": 3501,\n \"completion_tokens_details\": {\n \"reasoning_tokens\": - 0\n }\n },\n \"system_fingerprint\": \"fp_e375328146\"\n}\n" + \"assistant\",\n \"content\": \"```\\nThought: I now know the final answer\\nFinal + Answer: **1. The Rise of Autonomous AI Agents in Daily Life** \\nAs artificial + intelligence technology progresses, the integration of autonomous AI agents + into everyday life becomes increasingly prominent. These agents, capable of + making decisions without human intervention, are reshaping industries from healthcare + to finance. Exploring case studies where autonomous AI has successfully decreased + operational costs or improved efficiency can reveal not only the benefits but + also the ethical implications of delegating decision-making to machines. This + topic offers an exciting opportunity to dive into the AI landscape, showcasing + current developments such as AI assistants and autonomous vehicles.\\n\\n**2. + Ethical Implications of Generative AI in Creative Industries** \\nThe surge + of generative AI tools in creative fields, such as art, music, and writing, + has sparked a heated debate about authorship and originality. This article could + investigate how these tools are being used by artists and creators, examining + both the potential for innovation and the risk of devaluing traditional art + forms. Highlighting perspectives from creators, legal experts, and ethicists + could provide a comprehensive overview of the challenges faced, including copyright + concerns and the emotional impact on human artists. This discussion is vital + as the creative landscape evolves alongside technological advancements, making + it ripe for exploration.\\n\\n**3. AI in Climate Change Mitigation: Current + Solutions and Future Potential** \\nAs the world grapples with climate change, + AI technology is increasingly being harnessed to develop innovative solutions + for sustainability. From predictive analytics that optimize energy consumption + to machine learning algorithms that improve carbon capture methods, AI's potential + in environmental science is vast. This topic invites an exploration of existing + AI applications in climate initiatives, with a focus on groundbreaking research + and initiatives aimed at reducing humanity's carbon footprint. Highlighting + successful projects and technology partnerships can illustrate the positive + impact AI can have on global climate efforts, inspiring further exploration + and investment in this area.\\n\\n**4. The Future of Work: How AI is Reshaping + Employment Landscapes** \\nThe discussions around AI's impact on the workforce + are both urgent and complex, as advances in automation and machine learning + continue to transform the job market. This article could delve into the current + trends of AI-driven job displacement alongside opportunities for upskilling + and the creation of new job roles. By examining case studies of companies that + integrate AI effectively and the resulting workforce adaptations, readers can + gain valuable insights into preparing for a future where humans and AI collaborate. + This exploration highlights the importance of policies that promote workforce + resilience in the face of change.\\n\\n**5. Decentralized AI: Exploring the + Role of Blockchain in AI Development** \\nAs blockchain technology sweeps through + various sectors, its application in AI development presents a fascinating topic + worth examining. Decentralized AI could address issues of data privacy, security, + and democratization in AI models by allowing users to retain ownership of data + while benefiting from AI's capabilities. This article could analyze how decentralized + networks are disrupting traditional AI development models, featuring innovative + projects that harness the synergy between blockchain and AI. Highlighting potential + pitfalls and the future landscape of decentralized AI could stimulate discussion + among technologists, entrepreneurs, and policymakers alike.\\n\\nThese topics + not only reflect current trends but also probe deeper into ethical and practical + considerations, making them timely and relevant for contemporary audiences.\\n```\",\n + \ \"refusal\": null,\n \"annotations\": []\n },\n \"logprobs\": + null,\n \"finish_reason\": \"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\": + 2098,\n \"completion_tokens\": 653,\n \"total_tokens\": 2751,\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_898ac29719\"\n}\n" headers: - CF-Cache-Status: - - DYNAMIC CF-RAY: - - 8c85ee0678ba1cf3-GRU + - 9293cc3fbbc87afd-SJC Connection: - keep-alive Content-Encoding: @@ -1442,7 +679,7 @@ interactions: Content-Type: - application/json Date: - - Tue, 24 Sep 2024 21:40:04 GMT + - Mon, 31 Mar 2025 23:59:06 GMT Server: - cloudflare Transfer-Encoding: @@ -1451,28 +688,32 @@ interactions: - 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: - - '9805' + - '8353' openai-version: - '2020-10-01' strict-transport-security: - max-age=31536000; includeSubDomains; preload x-ratelimit-limit-requests: - - '10000' + - '50000' x-ratelimit-limit-tokens: - - '30000000' + - '150000000' x-ratelimit-remaining-requests: - - '9999' + - '49999' x-ratelimit-remaining-tokens: - - '29996360' + - '149997127' x-ratelimit-reset-requests: - - 6ms + - 1ms x-ratelimit-reset-tokens: - - 7ms + - 1ms x-request-id: - - req_00d728e6649632333d9e0a066e50c574 + - req_04659f093830c14dbc5342c119533861 http_version: HTTP/1.1 status_code: 200 version: 1 diff --git a/tests/crew_test.py b/tests/crew_test.py index 4238a4133..d7e4740cd 100644 --- a/tests/crew_test.py +++ b/tests/crew_test.py @@ -350,7 +350,7 @@ def test_hierarchical_process(): assert ( result.raw - == "Here are the 5 interesting ideas along with a compelling paragraph for each that showcases how good an article on the topic could be:\n\n1. **The Evolution and Future of AI Agents in Everyday Life**:\nThe rapid development of AI agents from rudimentary virtual assistants like Siri and Alexa to today's sophisticated systems marks a significant technological leap. This article will explore the evolving landscape of AI agents, detailing their seamless integration into daily activities ranging from managing smart home devices to streamlining workflows. We will examine the multifaceted benefits these agents bring, such as increased efficiency and personalized user experiences, while also addressing ethical concerns like data privacy and algorithmic bias. Looking ahead, we will forecast the advancements slated for the next decade, including AI agents in personalized health coaching and automated legal consultancy. With more advanced machine learning algorithms, the potential for these AI systems to revolutionize our daily lives is immense.\n\n2. **AI in Healthcare: Revolutionizing Diagnostics and Treatment**:\nArtificial Intelligence is poised to revolutionize the healthcare sector by offering unprecedented improvements in diagnostic accuracy and personalized treatments. This article will delve into the transformative power of AI in healthcare, highlighting real-world applications like AI-driven imaging technologies that aid in early disease detection and predictive analytics that enable personalized patient care plans. We will discuss the ethical challenges, such as data privacy and the implications of AI-driven decision-making in medicine. Through compelling case studies, we will showcase successful AI implementations that have made significant impacts, ultimately painting a picture of a future where AI plays a central role in proactive and precise healthcare delivery.\n\n3. **The Role of AI in Enhancing Cybersecurity**:\nAs cyber threats become increasingly sophisticated, AI stands at the forefront of the battle against cybercrime. This article will discuss the crucial role AI plays in detecting and responding to threats in real-time, its capacity to predict and prevent potential attacks, and the inherent challenges of an AI-dependent cybersecurity framework. We will highlight recent advancements in AI-based security tools and provide case studies where AI has been instrumental in mitigating cyber threats effectively. By examining these elements, we'll underline the potential and limitations of AI in creating a more secure digital environment, showcasing how it can adapt to evolving threats faster than traditional methods.\n\n4. **The Intersection of AI and Autonomous Vehicles: Driving Towards a Safer Future**:\nThe prospect of AI-driven autonomous vehicles promises to redefine transportation. This article will explore the technological underpinnings of self-driving cars, their developmental milestones, and the hurdles they face, including regulatory and ethical challenges. We will discuss the profound implications for various industries and employment sectors, coupled with the benefits such as reduced traffic accidents, improved fuel efficiency, and enhanced mobility for people with disabilities. By detailing these aspects, the article will offer a comprehensive overview of how AI-powered autonomous vehicles are steering us towards a safer, more efficient future.\n\n5. **AI and the Future of Work: Embracing Change in the Workplace**:\nAI is transforming the workplace by automating mundane tasks, enabling advanced data analysis, and fostering creativity and strategic decision-making. This article will explore the profound impact of AI on the job market, addressing concerns about job displacement and the evolution of new roles that demand reskilling. We will provide insights into the necessity for upskilling to keep pace with an AI-driven economy. Through interviews with industry experts and narratives from workers who have experienced AI's impact firsthand, we will present a balanced perspective. The aim is to paint a future where humans and AI work in synergy, driving innovation and productivity in a continuously evolving workplace landscape." + == "**1. The Rise of Autonomous AI Agents in Daily Life** \nAs artificial intelligence technology progresses, the integration of autonomous AI agents into everyday life becomes increasingly prominent. These agents, capable of making decisions without human intervention, are reshaping industries from healthcare to finance. Exploring case studies where autonomous AI has successfully decreased operational costs or improved efficiency can reveal not only the benefits but also the ethical implications of delegating decision-making to machines. This topic offers an exciting opportunity to dive into the AI landscape, showcasing current developments such as AI assistants and autonomous vehicles.\n\n**2. Ethical Implications of Generative AI in Creative Industries** \nThe surge of generative AI tools in creative fields, such as art, music, and writing, has sparked a heated debate about authorship and originality. This article could investigate how these tools are being used by artists and creators, examining both the potential for innovation and the risk of devaluing traditional art forms. Highlighting perspectives from creators, legal experts, and ethicists could provide a comprehensive overview of the challenges faced, including copyright concerns and the emotional impact on human artists. This discussion is vital as the creative landscape evolves alongside technological advancements, making it ripe for exploration.\n\n**3. AI in Climate Change Mitigation: Current Solutions and Future Potential** \nAs the world grapples with climate change, AI technology is increasingly being harnessed to develop innovative solutions for sustainability. From predictive analytics that optimize energy consumption to machine learning algorithms that improve carbon capture methods, AI's potential in environmental science is vast. This topic invites an exploration of existing AI applications in climate initiatives, with a focus on groundbreaking research and initiatives aimed at reducing humanity's carbon footprint. Highlighting successful projects and technology partnerships can illustrate the positive impact AI can have on global climate efforts, inspiring further exploration and investment in this area.\n\n**4. The Future of Work: How AI is Reshaping Employment Landscapes** \nThe discussions around AI's impact on the workforce are both urgent and complex, as advances in automation and machine learning continue to transform the job market. This article could delve into the current trends of AI-driven job displacement alongside opportunities for upskilling and the creation of new job roles. By examining case studies of companies that integrate AI effectively and the resulting workforce adaptations, readers can gain valuable insights into preparing for a future where humans and AI collaborate. This exploration highlights the importance of policies that promote workforce resilience in the face of change.\n\n**5. Decentralized AI: Exploring the Role of Blockchain in AI Development** \nAs blockchain technology sweeps through various sectors, its application in AI development presents a fascinating topic worth examining. Decentralized AI could address issues of data privacy, security, and democratization in AI models by allowing users to retain ownership of data while benefiting from AI's capabilities. This article could analyze how decentralized networks are disrupting traditional AI development models, featuring innovative projects that harness the synergy between blockchain and AI. Highlighting potential pitfalls and the future landscape of decentralized AI could stimulate discussion among technologists, entrepreneurs, and policymakers alike.\n\nThese topics not only reflect current trends but also probe deeper into ethical and practical considerations, making them timely and relevant for contemporary audiences." )