From 3a1deb193a20ddebbdaf197a6a5e50ef6297424b Mon Sep 17 00:00:00 2001 From: lorenzejay Date: Wed, 14 Jan 2026 19:06:28 -0800 Subject: [PATCH] fixed cassette --- .../test_task_guardrail_process_output.yaml | 311 +++++++++++++++++- 1 file changed, 293 insertions(+), 18 deletions(-) diff --git a/lib/crewai/tests/cassettes/test_task_guardrail_process_output.yaml b/lib/crewai/tests/cassettes/test_task_guardrail_process_output.yaml index c3ba236bc..26e54a516 100644 --- a/lib/crewai/tests/cassettes/test_task_guardrail_process_output.yaml +++ b/lib/crewai/tests/cassettes/test_task_guardrail_process_output.yaml @@ -1,4 +1,140 @@ interactions: +- request: + body: "{\"messages\":[{\"role\":\"system\",\"content\":\"You are Guardrail Agent. + You are a expert at validating the output of a task. By providing effective + feedback if the output is not valid.\\nYour personal goal is: Validate the output + of the task\\nTo give my best complete final 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: \\n Ensure + the following task result complies with the given guardrail.\\n\\n Task + result:\\n \\n Lorem Ipsum is simply dummy text of the printing + and typesetting industry. Lorem Ipsum has been the industry's standard dummy + text ever\\n \\n\\n Guardrail:\\n Ensure the result has + less than 10 words\\n\\n Your task:\\n - Confirm if the Task result + complies with the guardrail.\\n - If not, provide clear feedback explaining + what is wrong (e.g., by how much it violates the rule, or what specific part + fails).\\n - Focus only on identifying issues \u2014 do not propose corrections.\\n + \ - If the Task result complies with the guardrail, saying that is valid\\n + \ \\n\\nBegin! This is VERY important to you, use the tools available + and give your best Final Answer, your job depends on it!\\n\\nThought:\"}],\"model\":\"gpt-4o\"}" + headers: + User-Agent: + - X-USER-AGENT-XXX + accept: + - application/json + accept-encoding: + - ACCEPT-ENCODING-XXX + authorization: + - AUTHORIZATION-XXX + connection: + - keep-alive + content-length: + - '1467' + content-type: + - application/json + host: + - api.openai.com + x-stainless-arch: + - X-STAINLESS-ARCH-XXX + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - X-STAINLESS-OS-XXX + x-stainless-package-version: + - 1.83.0 + x-stainless-read-timeout: + - X-STAINLESS-READ-TIMEOUT-XXX + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.13.3 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: "{\n \"id\": \"chatcmpl-Cy7yHRYTZi8yzRbcODnKr92keLKCb\",\n \"object\": + \"chat.completion\",\n \"created\": 1768446357,\n \"model\": \"gpt-4o-2024-08-06\",\n + \ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\": + \"assistant\",\n \"content\": \"The task result provided has more than + 10 words. I will count the words to verify this.\\n\\nThe task result is the + following text:\\n\\\"Lorem Ipsum is simply dummy text of the printing and + typesetting industry. Lorem Ipsum has been the industry's standard dummy text + ever\\\"\\n\\nCounting the words:\\n\\n1. Lorem \\n2. Ipsum \\n3. is \\n4. + simply \\n5. dummy \\n6. text \\n7. of \\n8. the \\n9. printing \\n10. and + \\n11. typesetting \\n12. industry. \\n13. Lorem \\n14. Ipsum \\n15. has \\n16. + been \\n17. the \\n18. industry's \\n19. standard \\n20. dummy \\n21. text + \\n22. ever\\n\\nThe total word count is 22.\\n\\nThought: I now can give + a great answer\\nFinal Answer: The task result does not comply with the guardrail. + It contains 22 words, which exceeds the limit of 10 words.\",\n \"refusal\": + null,\n \"annotations\": []\n },\n \"logprobs\": null,\n + \ \"finish_reason\": \"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\": + 285,\n \"completion_tokens\": 195,\n \"total_tokens\": 480,\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_deacdd5f6f\"\n}\n" + headers: + CF-RAY: + - CF-RAY-XXX + Connection: + - keep-alive + Content-Type: + - application/json + Date: + - Thu, 15 Jan 2026 03:05:59 GMT + Server: + - cloudflare + Set-Cookie: + - SET-COOKIE-XXX + Strict-Transport-Security: + - STS-XXX + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - X-CONTENT-TYPE-XXX + access-control-expose-headers: + - ACCESS-CONTROL-XXX + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + content-length: + - '1557' + openai-organization: + - OPENAI-ORG-XXX + openai-processing-ms: + - '2130' + openai-project: + - OPENAI-PROJECT-XXX + openai-version: + - '2020-10-01' + x-envoy-upstream-service-time: + - '2147' + x-openai-proxy-wasm: + - v0.1 + x-ratelimit-limit-requests: + - X-RATELIMIT-LIMIT-REQUESTS-XXX + x-ratelimit-limit-tokens: + - X-RATELIMIT-LIMIT-TOKENS-XXX + x-ratelimit-remaining-requests: + - X-RATELIMIT-REMAINING-REQUESTS-XXX + x-ratelimit-remaining-tokens: + - X-RATELIMIT-REMAINING-TOKENS-XXX + x-ratelimit-reset-requests: + - X-RATELIMIT-RESET-REQUESTS-XXX + x-ratelimit-reset-tokens: + - X-RATELIMIT-RESET-TOKENS-XXX + x-request-id: + - X-REQUEST-ID-XXX + status: + code: 200 + message: OK - request: body: '{"messages":[{"role":"system","content":"Ensure your final answer strictly adheres to the following OpenAPI schema: {\n \"type\": \"json_schema\",\n \"json_schema\": @@ -13,8 +149,8 @@ interactions: \"LLMGuardrailResult\",\n \"type\": \"object\",\n \"additionalProperties\": false\n }\n }\n}\n\nDo not include the OpenAPI schema in the final output. Ensure the final output does not include any code block markers like ```json - or ```python."},{"role":"user","content":"{\"valid\":false,\"feedback\":\"The - task result contains more than 10 words. Specifically, it has 24 words.\"}"}],"model":"gpt-4o","response_format":{"type":"json_schema","json_schema":{"schema":{"properties":{"valid":{"description":"Whether + or ```python."},{"role":"user","content":"The task result does not comply with + the guardrail. It contains 22 words, which exceeds the limit of 10 words."}],"model":"gpt-4o","response_format":{"type":"json_schema","json_schema":{"schema":{"properties":{"valid":{"description":"Whether the task output complies with the guardrail","title":"Valid","type":"boolean"},"feedback":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"A feedback about the task output if it is not valid","title":"Feedback"}},"required":["valid","feedback"],"title":"LLMGuardrailResult","type":"object","additionalProperties":false},"name":"LLMGuardrailResult","strict":true}},"stream":false}' headers: @@ -60,14 +196,14 @@ interactions: uri: https://api.openai.com/v1/chat/completions response: body: - string: "{\n \"id\": \"chatcmpl-Cy5UxZ7PQkv5X90uKpxCSTKfmOMng\",\n \"object\": - \"chat.completion\",\n \"created\": 1768436851,\n \"model\": \"gpt-4o-2024-08-06\",\n + string: "{\n \"id\": \"chatcmpl-Cy7yJiPCk4fXuogyT5e8XeGRLCSf8\",\n \"object\": + \"chat.completion\",\n \"created\": 1768446359,\n \"model\": \"gpt-4o-2024-08-06\",\n \ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\": \"assistant\",\n \"content\": \"{\\\"valid\\\":false,\\\"feedback\\\":\\\"The - task result contains more than 10 words. Specifically, it has 24 words.\\\"}\",\n + task output exceeds the word limit of 10 words by containing 22 words.\\\"}\",\n \ \"refusal\": null,\n \"annotations\": []\n },\n \"logprobs\": null,\n \"finish_reason\": \"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\": - 363,\n \"completion_tokens\": 26,\n \"total_tokens\": 389,\n \"prompt_tokens_details\": + 363,\n \"completion_tokens\": 25,\n \"total_tokens\": 388,\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\": @@ -80,7 +216,7 @@ interactions: Content-Type: - application/json Date: - - Thu, 15 Jan 2026 00:27:32 GMT + - Thu, 15 Jan 2026 03:05:59 GMT Server: - cloudflare Strict-Transport-Security: @@ -96,17 +232,154 @@ interactions: cf-cache-status: - DYNAMIC content-length: - - '914' + - '913' openai-organization: - OPENAI-ORG-XXX openai-processing-ms: - - '993' + - '488' openai-project: - OPENAI-PROJECT-XXX openai-version: - '2020-10-01' x-envoy-upstream-service-time: - - '1014' + - '507' + x-openai-proxy-wasm: + - v0.1 + x-ratelimit-limit-requests: + - X-RATELIMIT-LIMIT-REQUESTS-XXX + x-ratelimit-limit-tokens: + - X-RATELIMIT-LIMIT-TOKENS-XXX + x-ratelimit-remaining-requests: + - X-RATELIMIT-REMAINING-REQUESTS-XXX + x-ratelimit-remaining-tokens: + - X-RATELIMIT-REMAINING-TOKENS-XXX + x-ratelimit-reset-requests: + - X-RATELIMIT-RESET-REQUESTS-XXX + x-ratelimit-reset-tokens: + - X-RATELIMIT-RESET-TOKENS-XXX + x-request-id: + - X-REQUEST-ID-XXX + status: + code: 200 + message: OK +- request: + body: "{\"messages\":[{\"role\":\"system\",\"content\":\"You are Guardrail Agent. + You are a expert at validating the output of a task. By providing effective + feedback if the output is not valid.\\nYour personal goal is: Validate the output + of the task\\nTo give my best complete final 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: \\n Ensure + the following task result complies with the given guardrail.\\n\\n Task + result:\\n \\n Lorem Ipsum is simply dummy text of the printing + and typesetting industry. Lorem Ipsum has been the industry's standard dummy + text ever\\n \\n\\n Guardrail:\\n Ensure the result has + less than 500 words\\n\\n Your task:\\n - Confirm if the Task + result complies with the guardrail.\\n - If not, provide clear feedback + explaining what is wrong (e.g., by how much it violates the rule, or what specific + part fails).\\n - Focus only on identifying issues \u2014 do not propose + corrections.\\n - If the Task result complies with the guardrail, saying + that is valid\\n \\n\\nBegin! This is VERY important to you, use the + tools available and give your best Final Answer, your job depends on it!\\n\\nThought:\"}],\"model\":\"gpt-4o\"}" + headers: + User-Agent: + - X-USER-AGENT-XXX + accept: + - application/json + accept-encoding: + - ACCEPT-ENCODING-XXX + authorization: + - AUTHORIZATION-XXX + connection: + - keep-alive + content-length: + - '1468' + content-type: + - application/json + host: + - api.openai.com + x-stainless-arch: + - X-STAINLESS-ARCH-XXX + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - X-STAINLESS-OS-XXX + x-stainless-package-version: + - 1.83.0 + x-stainless-read-timeout: + - X-STAINLESS-READ-TIMEOUT-XXX + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.13.3 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: "{\n \"id\": \"chatcmpl-Cy7yKa0rmi2YoTLpyXt9hjeLt2rTI\",\n \"object\": + \"chat.completion\",\n \"created\": 1768446360,\n \"model\": \"gpt-4o-2024-08-06\",\n + \ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\": + \"assistant\",\n \"content\": \"First, I'll count the number of words + in the Task result to ensure it complies with the guardrail. \\n\\nThe Task + result is: \\\"Lorem Ipsum is simply dummy text of the printing and typesetting + industry. Lorem Ipsum has been the industry's standard dummy text ever.\\\"\\n\\nBy + counting the words: \\n1. Lorem\\n2. Ipsum\\n3. is\\n4. simply\\n5. dummy\\n6. + text\\n7. of\\n8. the\\n9. printing\\n10. and\\n11. typesetting\\n12. industry\\n13. + Lorem\\n14. Ipsum\\n15. has\\n16. been\\n17. the\\n18. industry's\\n19. standard\\n20. + dummy\\n21. text\\n22. ever\\n\\nThere are 22 words total in the Task result.\\n\\nI + need to verify if the count of 22 words is less than the guardrail limit of + 500 words.\\n\\nThought: I now can give a great answer\\nFinal Answer: The + Task result complies with the guardrail as it contains 22 words, which is + less than the 500-word limit. Therefore, the output is valid.\",\n \"refusal\": + null,\n \"annotations\": []\n },\n \"logprobs\": null,\n + \ \"finish_reason\": \"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\": + 285,\n \"completion_tokens\": 227,\n \"total_tokens\": 512,\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_deacdd5f6f\"\n}\n" + headers: + CF-RAY: + - CF-RAY-XXX + Connection: + - keep-alive + Content-Type: + - application/json + Date: + - Thu, 15 Jan 2026 03:06:02 GMT + Server: + - cloudflare + Set-Cookie: + - SET-COOKIE-XXX + Strict-Transport-Security: + - STS-XXX + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - X-CONTENT-TYPE-XXX + access-control-expose-headers: + - ACCESS-CONTROL-XXX + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + content-length: + - '1668' + openai-organization: + - OPENAI-ORG-XXX + openai-processing-ms: + - '2502' + openai-project: + - OPENAI-PROJECT-XXX + openai-version: + - '2020-10-01' + x-envoy-upstream-service-time: + - '2522' x-openai-proxy-wasm: - v0.1 x-ratelimit-limit-requests: @@ -140,7 +413,9 @@ interactions: \"LLMGuardrailResult\",\n \"type\": \"object\",\n \"additionalProperties\": false\n }\n }\n}\n\nDo not include the OpenAPI schema in the final output. Ensure the final output does not include any code block markers like ```json - or ```python."},{"role":"user","content":"{\"valid\":true,\"feedback\":null}"}],"model":"gpt-4o","response_format":{"type":"json_schema","json_schema":{"schema":{"properties":{"valid":{"description":"Whether + or ```python."},{"role":"user","content":"The Task result complies with the + guardrail as it contains 22 words, which is less than the 500-word limit. Therefore, + the output is valid."}],"model":"gpt-4o","response_format":{"type":"json_schema","json_schema":{"schema":{"properties":{"valid":{"description":"Whether the task output complies with the guardrail","title":"Valid","type":"boolean"},"feedback":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"A feedback about the task output if it is not valid","title":"Feedback"}},"required":["valid","feedback"],"title":"LLMGuardrailResult","type":"object","additionalProperties":false},"name":"LLMGuardrailResult","strict":true}},"stream":false}' headers: @@ -155,7 +430,7 @@ interactions: connection: - keep-alive content-length: - - '1759' + - '1864' content-type: - application/json cookie: @@ -186,13 +461,13 @@ interactions: uri: https://api.openai.com/v1/chat/completions response: body: - string: "{\n \"id\": \"chatcmpl-Cy5UzjLkbVZHlwyGGpbwO6KTz1C8U\",\n \"object\": - \"chat.completion\",\n \"created\": 1768436853,\n \"model\": \"gpt-4o-2024-08-06\",\n + string: "{\n \"id\": \"chatcmpl-Cy7yMAjNYSCz2foZPEcSVCuapzF8y\",\n \"object\": + \"chat.completion\",\n \"created\": 1768446362,\n \"model\": \"gpt-4o-2024-08-06\",\n \ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\": \"assistant\",\n \"content\": \"{\\\"valid\\\":true,\\\"feedback\\\":null}\",\n \ \"refusal\": null,\n \"annotations\": []\n },\n \"logprobs\": null,\n \"finish_reason\": \"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\": - 346,\n \"completion_tokens\": 9,\n \"total_tokens\": 355,\n \"prompt_tokens_details\": + 369,\n \"completion_tokens\": 9,\n \"total_tokens\": 378,\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\": @@ -205,7 +480,7 @@ interactions: Content-Type: - application/json Date: - - Thu, 15 Jan 2026 00:27:33 GMT + - Thu, 15 Jan 2026 03:06:03 GMT Server: - cloudflare Strict-Transport-Security: @@ -225,13 +500,13 @@ interactions: openai-organization: - OPENAI-ORG-XXX openai-processing-ms: - - '238' + - '413' openai-project: - OPENAI-PROJECT-XXX openai-version: - '2020-10-01' x-envoy-upstream-service-time: - - '253' + - '650' x-openai-proxy-wasm: - v0.1 x-ratelimit-limit-requests: