feat: add support for llm message interceptor hooks

2026-01-08 23:58:34 +00:00 · 2025-11-05 11:38:44 -05:00
parent 54710a8711
commit 61ad1fb112
22 changed files with 2421 additions and 35 deletions
--- a/lib/crewai/tests/cassettes/TestAnthropicHeaderInterceptor.test_header_interceptor_with_real_call.yaml
+++ b/lib/crewai/tests/cassettes/TestAnthropicHeaderInterceptor.test_header_interceptor_with_real_call.yaml
@@ -0,0 +1,106 @@
+interactions:
+- request:
+    body: '{"max_tokens":4096,"messages":[{"role":"user","content":"Reply with just
+      the word: SUCCESS"}],"model":"claude-3-5-haiku-20241022","stream":false}'
+    headers:
+      accept:
+      - application/json
+      accept-encoding:
+      - gzip, deflate, zstd
+      anthropic-version:
+      - '2023-06-01'
+      connection:
+      - keep-alive
+      content-length:
+      - '145'
+      content-type:
+      - application/json
+      host:
+      - api.anthropic.com
+      user-agent:
+      - Anthropic/Python 0.71.0
+      x-stainless-arch:
+      - arm64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - MacOS
+      x-stainless-package-version:
+      - 0.71.0
+      x-stainless-retry-count:
+      - '0'
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.12.10
+      x-stainless-timeout:
+      - NOT_GIVEN
+    method: POST
+    uri: https://api.anthropic.com/v1/messages
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAAwAAAP//dJDLasMwEEX/5a5lsF1nUe1KCARCu6gpFEoRgzTEamzJ1qNNCf734tDQ
+        F10N3HNmBu4JgzfcQ0L3lA0XV8Wq6MgeclGXdVOVdQ0BayAxxL0qq9rcXm/vb2g37ehtc+xeHu+m
+        4xYC6X3kxeIYac8QCL5fAorRxkQuQUB7l9glyKfTxU98XMh5SLQP6/WmbTE/C8TkRxWYoneQYGdU
+        ysHhE0SeMjvNkC73vUA+f5UnWDfmpJI/sIuQVSOgSXesdGBK1jv1UygvPDCZ/9hld7nPY8cDB+rV
+        avjrf9Gq+01nAZ/T96gRiBxerWaVLAdILE0ZCgbz/AEAAP//AwA4VVIcmwEAAA==
+    headers:
+      CF-RAY:
+      - 9997ac4cbfb443fa-EWR
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 04 Nov 2025 22:50:55 GMT
+      Server:
+      - cloudflare
+      Transfer-Encoding:
+      - chunked
+      X-Robots-Tag:
+      - none
+      anthropic-organization-id:
+      - 87faf353-e074-4658-b885-bfac7aa5a7b5
+      anthropic-ratelimit-input-tokens-limit:
+      - '400000'
+      anthropic-ratelimit-input-tokens-remaining:
+      - '400000'
+      anthropic-ratelimit-input-tokens-reset:
+      - '2025-11-04T22:50:55Z'
+      anthropic-ratelimit-output-tokens-limit:
+      - '80000'
+      anthropic-ratelimit-output-tokens-remaining:
+      - '80000'
+      anthropic-ratelimit-output-tokens-reset:
+      - '2025-11-04T22:50:55Z'
+      anthropic-ratelimit-requests-limit:
+      - '4000'
+      anthropic-ratelimit-requests-remaining:
+      - '3999'
+      anthropic-ratelimit-requests-reset:
+      - '2025-11-04T22:50:54Z'
+      anthropic-ratelimit-tokens-limit:
+      - '480000'
+      anthropic-ratelimit-tokens-remaining:
+      - '480000'
+      anthropic-ratelimit-tokens-reset:
+      - '2025-11-04T22:50:55Z'
+      cf-cache-status:
+      - DYNAMIC
+      request-id:
+      - req_011CUofgQ1jTrjQ2sveXU1cC
+      retry-after:
+      - '5'
+      strict-transport-security:
+      - max-age=31536000; includeSubDomains; preload
+      x-envoy-upstream-service-time:
+      - '461'
+    status:
+      code: 200
+      message: OK
+version: 1
--- a/lib/crewai/tests/cassettes/TestAnthropicInterceptorIntegration.test_anthropic_call_with_interceptor_tracks_requests.yaml
+++ b/lib/crewai/tests/cassettes/TestAnthropicInterceptorIntegration.test_anthropic_call_with_interceptor_tracks_requests.yaml
@@ -0,0 +1,108 @@
+interactions:
+- request:
+    body: '{"max_tokens":4096,"messages":[{"role":"user","content":"Say ''Hello World''
+      and nothing else"}],"model":"claude-3-5-haiku-20241022","stream":false}'
+    headers:
+      accept:
+      - application/json
+      accept-encoding:
+      - gzip, deflate, zstd
+      anthropic-version:
+      - '2023-06-01'
+      connection:
+      - keep-alive
+      content-length:
+      - '146'
+      content-type:
+      - application/json
+      host:
+      - api.anthropic.com
+      user-agent:
+      - Anthropic/Python 0.71.0
+      x-stainless-arch:
+      - arm64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - MacOS
+      x-stainless-package-version:
+      - 0.71.0
+      x-stainless-retry-count:
+      - '0'
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.12.10
+      x-stainless-timeout:
+      - NOT_GIVEN
+    method: POST
+    uri: https://api.anthropic.com/v1/messages
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAAwAAAP//dJBNS8QwEIb/irznFNqu3UPOHvYoeGhFJIRk2IZNk5pMRCn979LF4hee
+        Bt7nmRl4F0zRkoeE8bpYqg5VV43aXUrV1u1tU7ctBJyFxJTPqm7u3OP9sTFD7uJwLkN/6seHQwcB
+        fp9psyhnfSYIpOi3QOfsMuvAEDAxMAWGfFp2n+ltI9chcSLv400fk7dYnwUyx1kl0jkGSFCwiksK
+        +ASZXgoFQ5CheC9Qrp/lAhfmworjhUKGbI4CRpuRlEmk2cWgfgr1zhNp+x/bd7f7NI80UdJeddNf
+        /4s242+6CsTC36NOIFN6dYYUO0qQ2NqyOlms6wcAAAD//wMArYPuQZ8BAAA=
+    headers:
+      CF-RAY:
+      - 9997ac4268d972a4-EWR
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 04 Nov 2025 22:50:53 GMT
+      Server:
+      - cloudflare
+      Transfer-Encoding:
+      - chunked
+      X-Response-Tracked:
+      - 'true'
+      X-Robots-Tag:
+      - none
+      anthropic-organization-id:
+      - 87faf353-e074-4658-b885-bfac7aa5a7b5
+      anthropic-ratelimit-input-tokens-limit:
+      - '400000'
+      anthropic-ratelimit-input-tokens-remaining:
+      - '400000'
+      anthropic-ratelimit-input-tokens-reset:
+      - '2025-11-04T22:50:53Z'
+      anthropic-ratelimit-output-tokens-limit:
+      - '80000'
+      anthropic-ratelimit-output-tokens-remaining:
+      - '80000'
+      anthropic-ratelimit-output-tokens-reset:
+      - '2025-11-04T22:50:53Z'
+      anthropic-ratelimit-requests-limit:
+      - '4000'
+      anthropic-ratelimit-requests-remaining:
+      - '3999'
+      anthropic-ratelimit-requests-reset:
+      - '2025-11-04T22:50:53Z'
+      anthropic-ratelimit-tokens-limit:
+      - '480000'
+      anthropic-ratelimit-tokens-remaining:
+      - '480000'
+      anthropic-ratelimit-tokens-reset:
+      - '2025-11-04T22:50:53Z'
+      cf-cache-status:
+      - DYNAMIC
+      request-id:
+      - req_011CUofgGvqpCtoqCmKcwXdK
+      retry-after:
+      - '7'
+      strict-transport-security:
+      - max-age=31536000; includeSubDomains; preload
+      x-envoy-upstream-service-time:
+      - '441'
+    status:
+      code: 200
+      message: OK
+version: 1
--- a/lib/crewai/tests/cassettes/TestAnthropicLoggingInterceptor.test_logging_interceptor_tracks_details.yaml
+++ b/lib/crewai/tests/cassettes/TestAnthropicLoggingInterceptor.test_logging_interceptor_tracks_details.yaml
@@ -0,0 +1,107 @@
+interactions:
+- request:
+    body: '{"max_tokens":4096,"messages":[{"role":"user","content":"Count from 1 to
+      3"}],"model":"claude-3-5-haiku-20241022","stream":false}'
+    headers:
+      accept:
+      - application/json
+      accept-encoding:
+      - gzip, deflate, zstd
+      anthropic-version:
+      - '2023-06-01'
+      connection:
+      - keep-alive
+      content-length:
+      - '129'
+      content-type:
+      - application/json
+      host:
+      - api.anthropic.com
+      user-agent:
+      - Anthropic/Python 0.71.0
+      x-stainless-arch:
+      - arm64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - MacOS
+      x-stainless-package-version:
+      - 0.71.0
+      x-stainless-retry-count:
+      - '0'
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.12.10
+      x-stainless-timeout:
+      - NOT_GIVEN
+    method: POST
+    uri: https://api.anthropic.com/v1/messages
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAA3SQy2rDMBBFf8XcTTcy2E5DQbuuUvrIJt3VRQh7EovYI1calbTB/14cGvqiq4F7
+        zgzDPWLwLfXQaHqbWsoX+TLvrNunvCqqy7KoKii4FhpD3JmiXD2s7++u+HG1kcP77cGuN9tyuIaC
+        vI00WxSj3REUgu/nwMboolgWKDSehVign45nX+gwk9PQuKFAFzFrfGJxvMu2wQ9ZmYnPFrrmmsua
+        q5oXmJ4VovjRBLLRMzSIWyMpMD5BpJdE3BA0p75XSKev9BGOxyRG/J44QpdLhcY2HZkmkBXn2fwU
+        ijMPZNv/2Hl3vk9jRwMF25vl8Nf/omX3m04KPsn3qCoUIoVX15ARRwEac5WtDS2m6QMAAP//AwC8
+        QSj4vAEAAA==
+    headers:
+      CF-RAY:
+      - 9997ac45ea33de93-EWR
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 04 Nov 2025 22:50:54 GMT
+      Server:
+      - cloudflare
+      Transfer-Encoding:
+      - chunked
+      X-Robots-Tag:
+      - none
+      anthropic-organization-id:
+      - 87faf353-e074-4658-b885-bfac7aa5a7b5
+      anthropic-ratelimit-input-tokens-limit:
+      - '400000'
+      anthropic-ratelimit-input-tokens-remaining:
+      - '400000'
+      anthropic-ratelimit-input-tokens-reset:
+      - '2025-11-04T22:50:54Z'
+      anthropic-ratelimit-output-tokens-limit:
+      - '80000'
+      anthropic-ratelimit-output-tokens-remaining:
+      - '80000'
+      anthropic-ratelimit-output-tokens-reset:
+      - '2025-11-04T22:50:54Z'
+      anthropic-ratelimit-requests-limit:
+      - '4000'
+      anthropic-ratelimit-requests-remaining:
+      - '3999'
+      anthropic-ratelimit-requests-reset:
+      - '2025-11-04T22:50:53Z'
+      anthropic-ratelimit-tokens-limit:
+      - '480000'
+      anthropic-ratelimit-tokens-remaining:
+      - '480000'
+      anthropic-ratelimit-tokens-reset:
+      - '2025-11-04T22:50:54Z'
+      cf-cache-status:
+      - DYNAMIC
+      request-id:
+      - req_011CUofgKLSz1aDmL9qbduuR
+      retry-after:
+      - '6'
+      strict-transport-security:
+      - max-age=31536000; includeSubDomains; preload
+      x-envoy-upstream-service-time:
+      - '801'
+    status:
+      code: 200
+      message: OK
+version: 1
--- a/lib/crewai/tests/cassettes/TestOpenAIAuthInterceptor.test_auth_interceptor_with_real_call.yaml
+++ b/lib/crewai/tests/cassettes/TestOpenAIAuthInterceptor.test_auth_interceptor_with_real_call.yaml
@@ -0,0 +1,116 @@
+interactions:
+- request:
+    body: '{"messages":[{"role":"user","content":"Reply with just the word: SUCCESS"}],"model":"gpt-4o-mini"}'
+    headers:
+      accept:
+      - application/json
+      accept-encoding:
+      - gzip, deflate, zstd
+      connection:
+      - keep-alive
+      content-length:
+      - '98'
+      content-type:
+      - application/json
+      host:
+      - api.openai.com
+      user-agent:
+      - OpenAI/Python 1.109.1
+      x-stainless-arch:
+      - arm64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - MacOS
+      x-stainless-package-version:
+      - 1.109.1
+      x-stainless-read-timeout:
+      - '600'
+      x-stainless-retry-count:
+      - '0'
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.12.10
+    method: POST
+    uri: https://api.openai.com/v1/chat/completions
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAAwAAAP//jJJNT+MwEIbv+RXWnJtVW/oBvbEVPexyq2AFCEXGnqReHI9lTxAr1P++
+        clKa8CVxyWGeecfvO5mXTAgwGlYC1E6yqr3N1ze/Z8+Xm+X1+cU1P23qXydSnz5ubvXP8o+FUVLQ
+        w19U/Kr6oaj2FtmQ67AKKBnT1MlyMZ2eLU6WkxbUpNEmWeU5n1FeG2fy6Xg6y8fLfHJ6UO/IKIyw
+        EneZEEK8tN/k02l8hpUYj14rNcYoK4TVsUkICGRTBWSMJrJ0DKMeKnKMrrW+vVqvL7bbIQ1YNlEm
+        h66xdgCkc8QyJWx93R/I/ujEUuUDPcR3UiiNM3FXBJSRXHo1Mnlo6T4T4r5N3LwJAT5Q7blgesT2
+        ucmsGwf9ngfwwJhY2kF5PvpkWKGRpbFxsDBQUu1Q98p+u7LRhgYgG0T+6OWz2V1s46rvjO+BUugZ
+        deEDaqPe5u3bAqYj/KrtuOLWMEQMT0ZhwQZD+g0aS9nY7jQg/ouMdVEaV2HwwXT3UfpivhjLcoHz
+        +Rlk++w/AAAA//8DAGpm+y8tAwAA
+    headers:
+      CF-RAY:
+      - 9997a55e8e85d954-EWR
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 04 Nov 2025 22:46:11 GMT
+      Server:
+      - cloudflare
+      Set-Cookie:
+      - __cf_bm=Ljd6Yw.qJgdFyASoXMTCHgeOXz.kPJVf9verbOyhWzg-1762296371-1.0.1.1-HutBZMolyfao56ckVJOnqKZgW8SSm0S_xA1DF2HIE4eYlqsLEi3OtkeTKNc536CxqhcmuTINB23o_A6nID5TAGpXCeNYBEgLJKiggQamQ9w;
+        path=/; expires=Tue, 04-Nov-25 23:16:11 GMT; domain=.api.openai.com; HttpOnly;
+        Secure; SameSite=None
+      - _cfuvid=Tz6VwwwbLcFpqp9Poc_3sUeqc33hmGkTq8YCekrTAns-1762296371669-0.0.1.1-604800000;
+        path=/; domain=.api.openai.com; HttpOnly; Secure; SameSite=None
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      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:
+      - '194'
+      openai-project:
+      - proj_xitITlrFeen7zjNSzML82h9x
+      openai-version:
+      - '2020-10-01'
+      x-envoy-upstream-service-time:
+      - '222'
+      x-openai-proxy-wasm:
+      - v0.1
+      x-ratelimit-limit-project-tokens:
+      - '150000000'
+      x-ratelimit-limit-requests:
+      - '30000'
+      x-ratelimit-limit-tokens:
+      - '150000000'
+      x-ratelimit-remaining-project-tokens:
+      - '149999987'
+      x-ratelimit-remaining-requests:
+      - '29999'
+      x-ratelimit-remaining-tokens:
+      - '149999987'
+      x-ratelimit-reset-project-tokens:
+      - 0s
+      x-ratelimit-reset-requests:
+      - 2ms
+      x-ratelimit-reset-tokens:
+      - 0s
+      x-request-id:
+      - req_5f6372db5713441eb3ba1cc481aeb0fe
+    status:
+      code: 200
+      message: OK
+version: 1
--- a/lib/crewai/tests/cassettes/TestOpenAIInterceptorIntegration.test_openai_call_with_interceptor_tracks_requests.yaml
+++ b/lib/crewai/tests/cassettes/TestOpenAIInterceptorIntegration.test_openai_call_with_interceptor_tracks_requests.yaml
@@ -0,0 +1,119 @@
+interactions:
+- request:
+    body: '{"messages":[{"role":"user","content":"Say ''Hello World'' and nothing
+      else"}],"model":"gpt-4o-mini"}'
+    headers:
+      accept:
+      - application/json
+      accept-encoding:
+      - gzip, deflate, zstd
+      connection:
+      - keep-alive
+      content-length:
+      - '99'
+      content-type:
+      - application/json
+      host:
+      - api.openai.com
+      user-agent:
+      - OpenAI/Python 1.109.1
+      x-stainless-arch:
+      - arm64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - MacOS
+      x-stainless-package-version:
+      - 1.109.1
+      x-stainless-read-timeout:
+      - '600'
+      x-stainless-retry-count:
+      - '0'
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.12.10
+    method: POST
+    uri: https://api.openai.com/v1/chat/completions
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAAwAAAP//jJJNT+MwEIbv+RXWnJtVGvoBvXLhS0Jc2EUIRcaepN51PJY9QaxQ/zty
+        UpoUWGkvPviZd/y+43nLhACjYSNAbSWr1tv8/OF68Xr/wtKfXMaLhb6xv+71Dd1dGV3cwiwp6Pk3
+        Kv5Q/VDUeotsyA1YBZSMqet8vSrLs9XJet6DljTaJGs85wvKW+NMXhblIi/W+fx0r96SURhhIx4z
+        IYR468/k02l8hY0oZh83LcYoG4TNoUgICGTTDcgYTWTpGGYjVOQYXW/9Aq0l8ZOC1dOKgHUXZXLp
+        OmsnQDpHLFPK3tvTnuwObiw1PtBz/CSF2jgTt1VAGcmllyOTh57uMiGe+tTdURDwgVrPFdMf7J+b
+        L4d2MM56hOWeMbG0E8169k2zSiNLY+NkaKCk2qIeleOEZacNTUA2ifzVy3e9h9jGNf/TfgRKoWfU
+        lQ+ojTrOO5YFTIv4r7LDiHvDEDG8GIUVGwzpGzTWsrPDekD8GxnbqjauweCDGXak9tVyVch6hcvl
+        GWS77B0AAP//AwC41MWDMQMAAA==
+    headers:
+      CF-RAY:
+      - 9997a563da0042a3-EWR
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 04 Nov 2025 22:46:12 GMT
+      Server:
+      - cloudflare
+      Set-Cookie:
+      - __cf_bm=71X9mE9Hmg7j990_h7K01BESKxBp2D4QYv9j1PmSm6I-1762296372-1.0.1.1-V7pmEV0YDa.OeJ8Pht15YJt2XRqusPvH52QlHRhBCRAoGIkSmqMCG.rYS44HRNCR3Kf2D4UeRaNaUMgws1tL74cvebKOa_aGVjBw_O2okGc;
+        path=/; expires=Tue, 04-Nov-25 23:16:12 GMT; domain=.api.openai.com; HttpOnly;
+        Secure; SameSite=None
+      - _cfuvid=.9w.Y6a8QsaD_7IAK4u3JaHCreibv0u6ujLC7HVF2nY-1762296372265-0.0.1.1-604800000;
+        path=/; domain=.api.openai.com; HttpOnly; Secure; SameSite=None
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Transfer-Encoding:
+      - chunked
+      X-Content-Type-Options:
+      - nosniff
+      X-Response-Tracked:
+      - 'true'
+      access-control-expose-headers:
+      - X-Request-ID
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      openai-organization:
+      - crewai-iuxna1
+      openai-processing-ms:
+      - '332'
+      openai-project:
+      - proj_xitITlrFeen7zjNSzML82h9x
+      openai-version:
+      - '2020-10-01'
+      x-envoy-upstream-service-time:
+      - '349'
+      x-openai-proxy-wasm:
+      - v0.1
+      x-ratelimit-limit-project-tokens:
+      - '150000000'
+      x-ratelimit-limit-requests:
+      - '30000'
+      x-ratelimit-limit-tokens:
+      - '150000000'
+      x-ratelimit-remaining-project-tokens:
+      - '149999987'
+      x-ratelimit-remaining-requests:
+      - '29999'
+      x-ratelimit-remaining-tokens:
+      - '149999990'
+      x-ratelimit-reset-project-tokens:
+      - 0s
+      x-ratelimit-reset-requests:
+      - 2ms
+      x-ratelimit-reset-tokens:
+      - 0s
+      x-request-id:
+      - req_21f5fd685fdf43e7b06e4ccf5f796b96
+    status:
+      code: 200
+      message: OK
+version: 1
--- a/lib/crewai/tests/cassettes/TestOpenAILoggingInterceptor.test_logging_interceptor_tracks_details.yaml
+++ b/lib/crewai/tests/cassettes/TestOpenAILoggingInterceptor.test_logging_interceptor_tracks_details.yaml
@@ -0,0 +1,116 @@
+interactions:
+- request:
+    body: '{"messages":[{"role":"user","content":"Count from 1 to 3"}],"model":"gpt-4o-mini"}'
+    headers:
+      accept:
+      - application/json
+      accept-encoding:
+      - gzip, deflate, zstd
+      connection:
+      - keep-alive
+      content-length:
+      - '82'
+      content-type:
+      - application/json
+      host:
+      - api.openai.com
+      user-agent:
+      - OpenAI/Python 1.109.1
+      x-stainless-arch:
+      - arm64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - MacOS
+      x-stainless-package-version:
+      - 1.109.1
+      x-stainless-read-timeout:
+      - '600'
+      x-stainless-retry-count:
+      - '0'
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.12.10
+    method: POST
+    uri: https://api.openai.com/v1/chat/completions
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAAwAAAP//jJJBb9swDIXv/hUCz3YRu4nT5FpgC9DrLttQGIpM29pkUZDobEGR/z7I
+        TmO364BdfODHR71H8yURAnQNewGqk6x6Z7LHr0/rc85lR8fdIXw7DWd3ePr869Pj6fClgzQq6PgD
+        Fb+q7hT1ziBrshNWHiVjnJpvy6LYlffbYgQ91WiirHWcrSnrtdVZsSrW2Wqb5Q9XdUdaYYC9+J4I
+        IcTL+I0+bY2/YS9W6WulxxBki7C/NQkBnkysgAxBB5aWIZ2hIstoR+t5KopU3N8tscdmCDJatIMx
+        CyCtJZYx4mjs+UouNyuGWufpGN5JodFWh67yKAPZ+GxgcjDSSyLE8xh5eJMCnKfeccX0E8fn8vU0
+        DuZFz/DhyphYmrlcFOkHw6oaWWoTFhsDJVWH9ayc1yuHWtMCJIvIf3v5aPYUW9v2f8bPQCl0jHXl
+        PNZavc07t3mMV/ivttuKR8MQ0J+0woo1+vgbamzkYKbbgHAOjH3VaNuid15PB9K4alOuZFPiZrOD
+        5JL8AQAA//8DAIyvq4AuAwAA
+    headers:
+      CF-RAY:
+      - 9997a567bce9c35e-EWR
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 04 Nov 2025 22:46:13 GMT
+      Server:
+      - cloudflare
+      Set-Cookie:
+      - __cf_bm=WbtKMfrbJkHmW8iHwTlAt1O0TT9hmE7i6Jc4CuzPFkk-1762296373-1.0.1.1-H4_jBpfR_9YQFFm2iDhVCcmwtOAfFhVkN6HaUsD3H8frMqxJjj7oiLathDv89L6e412o.pMtaQVL5e5XfVEv0diMAwtUsWsbzbTwF3rgkug;
+        path=/; expires=Tue, 04-Nov-25 23:16:13 GMT; domain=.api.openai.com; HttpOnly;
+        Secure; SameSite=None
+      - _cfuvid=rxHDwk1CRF6MkO5Jc7ikrkXBxkrhhmf.yJD6Z94mvUI-1762296373153-0.0.1.1-604800000;
+        path=/; domain=.api.openai.com; HttpOnly; Secure; SameSite=None
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      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:
+      - '552'
+      openai-project:
+      - proj_xitITlrFeen7zjNSzML82h9x
+      openai-version:
+      - '2020-10-01'
+      x-envoy-upstream-service-time:
+      - '601'
+      x-openai-proxy-wasm:
+      - v0.1
+      x-ratelimit-limit-project-tokens:
+      - '150000000'
+      x-ratelimit-limit-requests:
+      - '30000'
+      x-ratelimit-limit-tokens:
+      - '150000000'
+      x-ratelimit-remaining-project-tokens:
+      - '149999992'
+      x-ratelimit-remaining-requests:
+      - '29999'
+      x-ratelimit-remaining-tokens:
+      - '149999992'
+      x-ratelimit-reset-project-tokens:
+      - 0s
+      x-ratelimit-reset-requests:
+      - 2ms
+      x-ratelimit-reset-tokens:
+      - 0s
+      x-request-id:
+      - req_f67a12044f894859b6b867e583e42e24
+    status:
+      code: 200
+      message: OK
+version: 1