Bringing support to o1 family back + any models that don't support stop words

2026-01-11 09:08:31 +00:00 · 2024-09-24 22:18:20 -03:00
parent b8aa46a767
commit e19bdcb97d
104 changed files with 56051 additions and 65319 deletions
--- a/tests/cassettes/test_cache_hitting_between_agents.yaml
+++ b/tests/cassettes/test_cache_hitting_between_agents.yaml
@@ -1,4 +1,71 @@
 interactions:
+- request:
+    body: !!binary |
+      CrEQCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSiBAKEgoQY3Jld2FpLnRl
+      bGVtZXRyeRKQAgoQthVcYlTdGkUEejBd/ZUwQhIIiFHUrmRIBfEqDlRhc2sgRXhlY3V0aW9uMAE5
+      6BMzUR5M+BdBcM5jqh9M+BdKLgoIY3Jld19rZXkSIgogOWJmMmNkZTZiYzVjNDIwMWQ2OWI5YmNm
+      ZmYzNWJmYjlKMQoHY3Jld19pZBImCiQ0OTQyM2UyZC1lZGIxLTQ3NzgtYThmMS1jMmRkMmVhMGY4
+      NGFKLgoIdGFza19rZXkSIgogYzUwMmM1NzQ1YzI3ODFhZjUxYjJmM2VmNWQ2MmZjNzRKMQoHdGFz
+      a19pZBImCiQ5NzBjZTE4NC0xMzE3LTRiMTItYmY4Mi0wYzVhZjk1ZjlhZDF6AhgBhQEAAQAAEs0L
+      ChCzKnygkeDlFbjPgqXfDgq+Egjsjr3NtFJe3yoMQ3JldyBDcmVhdGVkMAE5YADbrB9M+BdB4Hj7
+      rB9M+BdKGgoOY3Jld2FpX3ZlcnNpb24SCAoGMC42MS4wShoKDnB5dGhvbl92ZXJzaW9uEggKBjMu
+      MTEuN0ouCghjcmV3X2tleRIiCiA0NzNlNGRiZDI5OTg3NzEyMGViNzVjMjVkYTYyMjM3NUoxCgdj
+      cmV3X2lkEiYKJDJhMDk3MTc4LWJhNzMtNDJiNi1hOGVkLWY3MjBiYzBiODk5Y0ocCgxjcmV3X3By
+      b2Nlc3MSDAoKc2VxdWVudGlhbEoRCgtjcmV3X21lbW9yeRICEABKGgoUY3Jld19udW1iZXJfb2Zf
+      dGFza3MSAhgCShsKFWNyZXdfbnVtYmVyX29mX2FnZW50cxICGAJK/QQKC2NyZXdfYWdlbnRzEu0E
+      CuoEW3sia2V5IjogIjMyODIxN2I2YzI5NTliZGZjNDdjYWQwMGU4NDg5MGQwIiwgImlkIjogIjQ1
+      NjMxMmU3LThkMmMtNDcyMi1iNWNkLTlhMGRhMzg5MmM3OCIsICJyb2xlIjogIkNFTyIsICJ2ZXJi
+      b3NlPyI6IGZhbHNlLCAibWF4X2l0ZXIiOiAxNSwgIm1heF9ycG0iOiBudWxsLCAiZnVuY3Rpb25f
+      Y2FsbGluZ19sbG0iOiAiIiwgImxsbSI6ICJncHQtNG8iLCAiZGVsZWdhdGlvbl9lbmFibGVkPyI6
+      IHRydWUsICJhbGxvd19jb2RlX2V4ZWN1dGlvbj8iOiBmYWxzZSwgIm1heF9yZXRyeV9saW1pdCI6
+      IDIsICJ0b29sc19uYW1lcyI6IFtdfSwgeyJrZXkiOiAiOGJkMjEzOWI1OTc1MTgxNTA2ZTQxZmQ5
+      YzQ1NjNkNzUiLCAiaWQiOiAiNjQ5MDc0MGItMThkNy00NjhlLWE3NDgtY2Q4MzI4OTZlN2Y3Iiwg
+      InJvbGUiOiAiUmVzZWFyY2hlciIsICJ2ZXJib3NlPyI6IGZhbHNlLCAibWF4X2l0ZXIiOiAxNSwg
+      Im1heF9ycG0iOiBudWxsLCAiZnVuY3Rpb25fY2FsbGluZ19sbG0iOiAiIiwgImxsbSI6ICJncHQt
+      NG8iLCAiZGVsZWdhdGlvbl9lbmFibGVkPyI6IGZhbHNlLCAiYWxsb3dfY29kZV9leGVjdXRpb24/
+      IjogZmFsc2UsICJtYXhfcmV0cnlfbGltaXQiOiAyLCAidG9vbHNfbmFtZXMiOiBbXX1dSv0DCgpj
+      cmV3X3Rhc2tzEu4DCusDW3sia2V5IjogIjA4Y2RlOTA5MzkxNjk5NDU3MzMwMmM3MTE3YTk2Y2Q1
+      IiwgImlkIjogIjYyM2QwYTQ3LTY1ZjItNGY2My04ZmJjLTZjYmI1YTM2MTNlMCIsICJhc3luY19l
+      eGVjdXRpb24/IjogZmFsc2UsICJodW1hbl9pbnB1dD8iOiBmYWxzZSwgImFnZW50X3JvbGUiOiAi
+      Q0VPIiwgImFnZW50X2tleSI6ICIzMjgyMTdiNmMyOTU5YmRmYzQ3Y2FkMDBlODQ4OTBkMCIsICJ0
+      b29sc19uYW1lcyI6IFsibXVsdGlwbGllciJdfSwgeyJrZXkiOiAiODBhYTc1Njk5ZjRhZDYyOTFk
+      YmUxMGU0ZDY2OTgwMjkiLCAiaWQiOiAiNGQwMDQ1M2EtZTUzMy00ZWY1LTkzMWMtYjIwOTM1MzBi
+      NjMwIiwgImFzeW5jX2V4ZWN1dGlvbj8iOiBmYWxzZSwgImh1bWFuX2lucHV0PyI6IGZhbHNlLCAi
+      YWdlbnRfcm9sZSI6ICJSZXNlYXJjaGVyIiwgImFnZW50X2tleSI6ICI4YmQyMTM5YjU5NzUxODE1
+      MDZlNDFmZDljNDU2M2Q3NSIsICJ0b29sc19uYW1lcyI6IFsibXVsdGlwbGllciJdfV16AhgBhQEA
+      AQAAEo4CChDzYgb56ydC8QnBxt4UN5+yEgjb0s7otXSZeyoMVGFzayBDcmVhdGVkMAE5CFc/rh9M
+      +BdBiAxBrh9M+BdKLgoIY3Jld19rZXkSIgogNDczZTRkYmQyOTk4NzcxMjBlYjc1YzI1ZGE2MjIz
+      NzVKMQoHY3Jld19pZBImCiQyYTA5NzE3OC1iYTczLTQyYjYtYThlZC1mNzIwYmMwYjg5OWNKLgoI
+      dGFza19rZXkSIgogMDhjZGU5MDkzOTE2OTk0NTczMzAyYzcxMTdhOTZjZDVKMQoHdGFza19pZBIm
+      CiQ2MjNkMGE0Ny02NWYyLTRmNjMtOGZiYy02Y2JiNWEzNjEzZTB6AhgBhQEAAQAA
+    headers:
+      Accept:
+      - '*/*'
+      Accept-Encoding:
+      - gzip, deflate
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '2100'
+      Content-Type:
+      - application/x-protobuf
+      User-Agent:
+      - OTel-OTLP-Exporter-Python/1.27.0
+    method: POST
+    uri: https://telemetry.crewai.com:4319/v1/traces
+  response:
+    body:
+      string: "\n\0"
+    headers:
+      Content-Length:
+      - '2'
+      Content-Type:
+      - application/x-protobuf
+      Date:
+      - Tue, 24 Sep 2024 21:42:36 GMT
+    status:
+      code: 200
+      message: OK
 - request:
    body: '{"messages": [{"role": "system", "content": "You are CEO. You''re an long
      time CEO of a content creation agency with a Senior Writer on the team. You''re
@@ -52,8 +119,8 @@ interactions:
      content-type:
      - application/json
      cookie:
-      - __cf_bm=4rzJDR3F8S3Dp4B_qwylZU0mdm_WUwmv8vNHHp3IplM-1727119501-1.0.1.1-qobO_Sf88yG1qtXFnLgykvyc9YXR_fm1J7ZpXIhvtynVnsz67Uwcf4122PgHs4GMrlvZMaL6z_UVcVYSYUJOKQ;
-        _cfuvid=9K_ipT1uTVyDTneB1W5OZHPxCh36aOsDZCBnsQTONqQ-1727119501207-0.0.1.1-604800000
+      - __cf_bm=9.8sBYBkvBR8R1K_bVF7xgU..80XKlEIg3N2OBbTSCU-1727214102-1.0.1.1-.qiTLXbPamYUMSuyNsOEB9jhGu.jOifujOrx9E2JZvStbIZ9RTIiE44xKKNfLPxQkOi6qAT3h6htK8lPDGV_5g;
+        _cfuvid=lbRdAddVWV6W3f5Dm9SaOPWDUOxqtZBSPr_fTW26nEA-1727213194587-0.0.1.1-604800000
      host:
      - api.openai.com
      user-agent:
@@ -77,21 +144,21 @@ interactions:
    method: POST
    uri: https://api.openai.com/v1/chat/completions
  response:
-    content: "{\n  \"id\": \"chatcmpl-AAjB4Oylzui6sJYmv8iSRoL0TaEmt\",\n  \"object\":
-      \"chat.completion\",\n  \"created\": 1727120306,\n  \"model\": \"gpt-4o-2024-05-13\",\n
+    content: "{\n  \"id\": \"chatcmpl-AB7am7atiX05UMnheHykBPU4c3Q1j\",\n  \"object\":
+      \"chat.completion\",\n  \"created\": 1727214156,\n  \"model\": \"gpt-4o-2024-05-13\",\n
      \ \"choices\": [\n    {\n      \"index\": 0,\n      \"message\": {\n        \"role\":
-      \"assistant\",\n        \"content\": \"Thought: I need to calculate the result
-      of the multiplication of 2 times 6.\\n\\nAction: multiplier\\nAction Input:
-      {\\\"first_number\\\": 2, \\\"second_number\\\": 6}\",\n        \"refusal\":
-      null\n      },\n      \"logprobs\": null,\n      \"finish_reason\": \"stop\"\n
-      \   }\n  ],\n  \"usage\": {\n    \"prompt_tokens\": 691,\n    \"completion_tokens\":
-      39,\n    \"total_tokens\": 730,\n    \"completion_tokens_details\": {\n      \"reasoning_tokens\":
-      0\n    }\n  },\n  \"system_fingerprint\": \"fp_3537616b13\"\n}\n"
+      \"assistant\",\n        \"content\": \"Thought: I need to use the available
+      tools to multiply 2 and 6 to find the answer. The multiplier tool is appropriate
+      for this task.\\n\\nAction: multiplier\\nAction Input: {\\\"first_number\\\":
+      2, \\\"second_number\\\": 6}\",\n        \"refusal\": null\n      },\n      \"logprobs\":
+      null,\n      \"finish_reason\": \"stop\"\n    }\n  ],\n  \"usage\": {\n    \"prompt_tokens\":
+      691,\n    \"completion_tokens\": 51,\n    \"total_tokens\": 742,\n    \"completion_tokens_details\":
+      {\n      \"reasoning_tokens\": 0\n    }\n  },\n  \"system_fingerprint\": \"fp_3537616b13\"\n}\n"
    headers:
      CF-Cache-Status:
      - DYNAMIC
      CF-RAY:
-      - 8c7cfebbbfb2a4c7-MIA
+      - 8c85f1fb5f081cf3-GRU
      Connection:
      - keep-alive
      Content-Encoding:
@@ -99,7 +166,7 @@ interactions:
      Content-Type:
      - application/json
      Date:
-      - Mon, 23 Sep 2024 19:38:27 GMT
+      - Tue, 24 Sep 2024 21:42:37 GMT
      Server:
      - cloudflare
      Transfer-Encoding:
@@ -111,11 +178,11 @@ interactions:
      openai-organization:
      - crewai-iuxna1
      openai-processing-ms:
-      - '548'
+      - '1016'
      openai-version:
      - '2020-10-01'
      strict-transport-security:
-      - max-age=15552000; includeSubDomains; preload
+      - max-age=31536000; includeSubDomains; preload
      x-ratelimit-limit-requests:
      - '10000'
      x-ratelimit-limit-tokens:
@@ -129,7 +196,7 @@ interactions:
      x-ratelimit-reset-tokens:
      - 1ms
      x-request-id:
-      - req_b688b0c179b90fa38622e0bb7118e505
+      - req_2713f64d6a13fea01715264f34b4b38c
    http_version: HTTP/1.1
    status_code: 200
 - request:
@@ -172,10 +239,11 @@ interactions:
      criteria for your final answer: the result of multiplication\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": "user", "content": "Thought:
-      I need to calculate the result of the multiplication of 2 times 6.\n\nAction:
-      multiplier\nAction Input: {\"first_number\": 2, \"second_number\": 6}\nObservation:
-      12"}], "model": "gpt-4o"}'
+      your job depends on it!\n\nThought:"}, {"role": "assistant", "content": "Thought:
+      I need to use the available tools to multiply 2 and 6 to find the answer. The
+      multiplier tool is appropriate for this task.\n\nAction: multiplier\nAction
+      Input: {\"first_number\": 2, \"second_number\": 6}\nObservation: 12"}], "model":
+      "gpt-4o"}'
    headers:
      accept:
      - application/json
@@ -184,12 +252,12 @@ interactions:
      connection:
      - keep-alive
      content-length:
-      - '3288'
+      - '3350'
      content-type:
      - application/json
      cookie:
-      - __cf_bm=4rzJDR3F8S3Dp4B_qwylZU0mdm_WUwmv8vNHHp3IplM-1727119501-1.0.1.1-qobO_Sf88yG1qtXFnLgykvyc9YXR_fm1J7ZpXIhvtynVnsz67Uwcf4122PgHs4GMrlvZMaL6z_UVcVYSYUJOKQ;
-        _cfuvid=9K_ipT1uTVyDTneB1W5OZHPxCh36aOsDZCBnsQTONqQ-1727119501207-0.0.1.1-604800000
+      - __cf_bm=9.8sBYBkvBR8R1K_bVF7xgU..80XKlEIg3N2OBbTSCU-1727214102-1.0.1.1-.qiTLXbPamYUMSuyNsOEB9jhGu.jOifujOrx9E2JZvStbIZ9RTIiE44xKKNfLPxQkOi6qAT3h6htK8lPDGV_5g;
+        _cfuvid=lbRdAddVWV6W3f5Dm9SaOPWDUOxqtZBSPr_fTW26nEA-1727213194587-0.0.1.1-604800000
      host:
      - api.openai.com
      user-agent:
@@ -213,19 +281,19 @@ interactions:
    method: POST
    uri: https://api.openai.com/v1/chat/completions
  response:
-    content: "{\n  \"id\": \"chatcmpl-AAjB5MKcn1RTSlzhSPbFfBOdQLxIB\",\n  \"object\":
-      \"chat.completion\",\n  \"created\": 1727120307,\n  \"model\": \"gpt-4o-2024-05-13\",\n
+    content: "{\n  \"id\": \"chatcmpl-AB7anD55fgRejhLxW207ngIy5F8wE\",\n  \"object\":
+      \"chat.completion\",\n  \"created\": 1727214157,\n  \"model\": \"gpt-4o-2024-05-13\",\n
      \ \"choices\": [\n    {\n      \"index\": 0,\n      \"message\": {\n        \"role\":
-      \"assistant\",\n        \"content\": \"Thought: I now know the final answer.\\n\\nFinal
+      \"assistant\",\n        \"content\": \"Thought: I now know the final answer.\\nFinal
      Answer: 12\",\n        \"refusal\": null\n      },\n      \"logprobs\": null,\n
      \     \"finish_reason\": \"stop\"\n    }\n  ],\n  \"usage\": {\n    \"prompt_tokens\":
-      738,\n    \"completion_tokens\": 14,\n    \"total_tokens\": 752,\n    \"completion_tokens_details\":
+      750,\n    \"completion_tokens\": 14,\n    \"total_tokens\": 764,\n    \"completion_tokens_details\":
      {\n      \"reasoning_tokens\": 0\n    }\n  },\n  \"system_fingerprint\": \"fp_3537616b13\"\n}\n"
    headers:
      CF-Cache-Status:
      - DYNAMIC
      CF-RAY:
-      - 8c7cfec12fd7a4c7-MIA
+      - 8c85f2039a461cf3-GRU
      Connection:
      - keep-alive
      Content-Encoding:
@@ -233,7 +301,7 @@ interactions:
      Content-Type:
      - application/json
      Date:
-      - Mon, 23 Sep 2024 19:38:27 GMT
+      - Tue, 24 Sep 2024 21:42:37 GMT
      Server:
      - cloudflare
      Transfer-Encoding:
@@ -245,11 +313,11 @@ interactions:
      openai-organization:
      - crewai-iuxna1
      openai-processing-ms:
-      - '300'
+      - '234'
      openai-version:
      - '2020-10-01'
      strict-transport-security:
-      - max-age=15552000; includeSubDomains; preload
+      - max-age=31536000; includeSubDomains; preload
      x-ratelimit-limit-requests:
      - '10000'
      x-ratelimit-limit-tokens:
@@ -257,85 +325,15 @@ interactions:
      x-ratelimit-remaining-requests:
      - '9999'
      x-ratelimit-remaining-tokens:
-      - '29999203'
+      - '29999188'
      x-ratelimit-reset-requests:
      - 6ms
      x-ratelimit-reset-tokens:
      - 1ms
      x-request-id:
-      - req_65fed394ebe6ad84aeb1e4eb80619770
+      - req_b0945b4c4f5c9a6f910c216c687aaa5c
    http_version: HTTP/1.1
    status_code: 200
- request:
-    body: !!binary |
-      CsERCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSmBEKEgoQY3Jld2FpLnRl
-      bGVtZXRyeRKQAgoQVN4rsUm5DXnhuv3wlzzS+BIIw7dwfD1M2LkqDlRhc2sgRXhlY3V0aW9uMAE5
-      +GgXeML29xdBIJQyisT29xdKLgoIY3Jld19rZXkSIgogOWJmMmNkZTZiYzVjNDIwMWQ2OWI5YmNm
-      ZmYzNWJmYjlKMQoHY3Jld19pZBImCiRkMTA3MTAyNi01MTk2LTRiYzQtOTc0Zi1jYWU5NzQ1ZWY1
-      MzRKLgoIdGFza19rZXkSIgogYzUwMmM1NzQ1YzI3ODFhZjUxYjJmM2VmNWQ2MmZjNzRKMQoHdGFz
-      a19pZBImCiQwMGZiMmFkMS1jODM3LTQ3N2QtOTliMS1mZTNiZmE2NDdhMmZ6AhgBhQEAAQAAEs0L
-      ChALeLG8zBiaP288HWV8dvG+EgghXucOSXsosyoMQ3JldyBDcmVhdGVkMAE5CMOHjMT29xdBUCiK
-      jMT29xdKGgoOY3Jld2FpX3ZlcnNpb24SCAoGMC42MS4wShoKDnB5dGhvbl92ZXJzaW9uEggKBjMu
-      MTEuN0ouCghjcmV3X2tleRIiCiA0NzNlNGRiZDI5OTg3NzEyMGViNzVjMjVkYTYyMjM3NUoxCgdj
-      cmV3X2lkEiYKJGZlZWQzMmMxLTdkNmYtNDFhNC1hMzFmLTZhOTlmNjFlZGFkNEocCgxjcmV3X3By
-      b2Nlc3MSDAoKc2VxdWVudGlhbEoRCgtjcmV3X21lbW9yeRICEABKGgoUY3Jld19udW1iZXJfb2Zf
-      dGFza3MSAhgCShsKFWNyZXdfbnVtYmVyX29mX2FnZW50cxICGAJK/QQKC2NyZXdfYWdlbnRzEu0E
-      CuoEW3sia2V5IjogIjMyODIxN2I2YzI5NTliZGZjNDdjYWQwMGU4NDg5MGQwIiwgImlkIjogIjhl
-      NjJkZmVlLTAyMmYtNDgxZS1iMjgwLWZiOGQ0MGJhMTQxNiIsICJyb2xlIjogIkNFTyIsICJ2ZXJi
-      b3NlPyI6IGZhbHNlLCAibWF4X2l0ZXIiOiAxNSwgIm1heF9ycG0iOiBudWxsLCAiZnVuY3Rpb25f
-      Y2FsbGluZ19sbG0iOiAiIiwgImxsbSI6ICJncHQtNG8iLCAiZGVsZWdhdGlvbl9lbmFibGVkPyI6
-      IHRydWUsICJhbGxvd19jb2RlX2V4ZWN1dGlvbj8iOiBmYWxzZSwgIm1heF9yZXRyeV9saW1pdCI6
-      IDIsICJ0b29sc19uYW1lcyI6IFtdfSwgeyJrZXkiOiAiOGJkMjEzOWI1OTc1MTgxNTA2ZTQxZmQ5
-      YzQ1NjNkNzUiLCAiaWQiOiAiZDBlZTdjZTEtNTQzYy00MGQ2LTg2MDUtMmI0MzBjOTljZGU5Iiwg
-      InJvbGUiOiAiUmVzZWFyY2hlciIsICJ2ZXJib3NlPyI6IGZhbHNlLCAibWF4X2l0ZXIiOiAxNSwg
-      Im1heF9ycG0iOiBudWxsLCAiZnVuY3Rpb25fY2FsbGluZ19sbG0iOiAiIiwgImxsbSI6ICJncHQt
-      NG8iLCAiZGVsZWdhdGlvbl9lbmFibGVkPyI6IGZhbHNlLCAiYWxsb3dfY29kZV9leGVjdXRpb24/
-      IjogZmFsc2UsICJtYXhfcmV0cnlfbGltaXQiOiAyLCAidG9vbHNfbmFtZXMiOiBbXX1dSv0DCgpj
-      cmV3X3Rhc2tzEu4DCusDW3sia2V5IjogIjA4Y2RlOTA5MzkxNjk5NDU3MzMwMmM3MTE3YTk2Y2Q1
-      IiwgImlkIjogIjdiMjhiMTc4LWVhMjctNGE4ZC05ZGRmLTE1NWI0Njk0ODFiYiIsICJhc3luY19l
-      eGVjdXRpb24/IjogZmFsc2UsICJodW1hbl9pbnB1dD8iOiBmYWxzZSwgImFnZW50X3JvbGUiOiAi
-      Q0VPIiwgImFnZW50X2tleSI6ICIzMjgyMTdiNmMyOTU5YmRmYzQ3Y2FkMDBlODQ4OTBkMCIsICJ0
-      b29sc19uYW1lcyI6IFsibXVsdGlwbGllciJdfSwgeyJrZXkiOiAiODBhYTc1Njk5ZjRhZDYyOTFk
-      YmUxMGU0ZDY2OTgwMjkiLCAiaWQiOiAiNjdhMjFlOTctMTVlMC00NWNiLTk1YWYtZWJiOTEwMTZk
-      YTA4IiwgImFzeW5jX2V4ZWN1dGlvbj8iOiBmYWxzZSwgImh1bWFuX2lucHV0PyI6IGZhbHNlLCAi
-      YWdlbnRfcm9sZSI6ICJSZXNlYXJjaGVyIiwgImFnZW50X2tleSI6ICI4YmQyMTM5YjU5NzUxODE1
-      MDZlNDFmZDljNDU2M2Q3NSIsICJ0b29sc19uYW1lcyI6IFsibXVsdGlwbGllciJdfV16AhgBhQEA
-      AQAAEo4CChAx1bh8owy70a2NYy5i8AO9EggHG/FuipnxTCoMVGFzayBDcmVhdGVkMAE54P0ejcT2
-      9xdBMMEfjcT29xdKLgoIY3Jld19rZXkSIgogNDczZTRkYmQyOTk4NzcxMjBlYjc1YzI1ZGE2MjIz
-      NzVKMQoHY3Jld19pZBImCiRmZWVkMzJjMS03ZDZmLTQxYTQtYTMxZi02YTk5ZjYxZWRhZDRKLgoI
-      dGFza19rZXkSIgogMDhjZGU5MDkzOTE2OTk0NTczMzAyYzcxMTdhOTZjZDVKMQoHdGFza19pZBIm
-      CiQ3YjI4YjE3OC1lYTI3LTRhOGQtOWRkZi0xNTViNDY5NDgxYmJ6AhgBhQEAAQAAEo0BChCMUixo
-      9TpixHDOa5od88scEgipst4/RSXyPioKVG9vbCBVc2FnZTABORAFHcHE9vcXQXBaIcHE9vcXShoK
-      DmNyZXdhaV92ZXJzaW9uEggKBjAuNjEuMEoZCgl0b29sX25hbWUSDAoKbXVsdGlwbGllckoOCghh
-      dHRlbXB0cxICGAF6AhgBhQEAAQAA
-    headers:
-      Accept:
-      - '*/*'
-      Accept-Encoding:
-      - gzip, deflate
-      Connection:
-      - keep-alive
-      Content-Length:
-      - '2244'
-      Content-Type:
-      - application/x-protobuf
-      User-Agent:
-      - OTel-OTLP-Exporter-Python/1.27.0
-    method: POST
-    uri: https://telemetry.crewai.com:4319/v1/traces
-  response:
-    body:
-      string: "\n\0"
-    headers:
-      Content-Length:
-      - '2'
-      Content-Type:
-      - application/x-protobuf
-      Date:
-      - Mon, 23 Sep 2024 19:38:28 GMT
-    status:
-      code: 200
-      message: OK
 - request:
    body: '{"messages": [{"role": "system", "content": "You are Researcher. You''re
      an expert researcher, specialized in technology, software engineering, AI and
@@ -372,8 +370,8 @@ interactions:
      content-type:
      - application/json
      cookie:
-      - __cf_bm=4rzJDR3F8S3Dp4B_qwylZU0mdm_WUwmv8vNHHp3IplM-1727119501-1.0.1.1-qobO_Sf88yG1qtXFnLgykvyc9YXR_fm1J7ZpXIhvtynVnsz67Uwcf4122PgHs4GMrlvZMaL6z_UVcVYSYUJOKQ;
-        _cfuvid=9K_ipT1uTVyDTneB1W5OZHPxCh36aOsDZCBnsQTONqQ-1727119501207-0.0.1.1-604800000
+      - __cf_bm=9.8sBYBkvBR8R1K_bVF7xgU..80XKlEIg3N2OBbTSCU-1727214102-1.0.1.1-.qiTLXbPamYUMSuyNsOEB9jhGu.jOifujOrx9E2JZvStbIZ9RTIiE44xKKNfLPxQkOi6qAT3h6htK8lPDGV_5g;
+        _cfuvid=lbRdAddVWV6W3f5Dm9SaOPWDUOxqtZBSPr_fTW26nEA-1727213194587-0.0.1.1-604800000
      host:
      - api.openai.com
      user-agent:
@@ -397,21 +395,22 @@ interactions:
    method: POST
    uri: https://api.openai.com/v1/chat/completions
  response:
-    content: "{\n  \"id\": \"chatcmpl-AAjB6IB7E4cgWtUPSMCmiFwgEHfrA\",\n  \"object\":
-      \"chat.completion\",\n  \"created\": 1727120308,\n  \"model\": \"gpt-4o-2024-05-13\",\n
+    content: "{\n  \"id\": \"chatcmpl-AB7aolbw2RV7hIMpRiHopWdGWxUOe\",\n  \"object\":
+      \"chat.completion\",\n  \"created\": 1727214158,\n  \"model\": \"gpt-4o-2024-05-13\",\n
      \ \"choices\": [\n    {\n      \"index\": 0,\n      \"message\": {\n        \"role\":
-      \"assistant\",\n        \"content\": \"Thought: I need to find the result of
-      multiplying 2 by 6. I will use the multiplier tool to get the answer.\\n\\nAction:
-      multiplier\\nAction Input: {\\\"first_number\\\": 2, \\\"second_number\\\":
-      6}\",\n        \"refusal\": null\n      },\n      \"logprobs\": null,\n      \"finish_reason\":
-      \"stop\"\n    }\n  ],\n  \"usage\": {\n    \"prompt_tokens\": 365,\n    \"completion_tokens\":
-      48,\n    \"total_tokens\": 413,\n    \"completion_tokens_details\": {\n      \"reasoning_tokens\":
-      0\n    }\n  },\n  \"system_fingerprint\": \"fp_e375328146\"\n}\n"
+      \"assistant\",\n        \"content\": \"Thought: To find out what 2 times 6 is,
+      I need to multiply these two numbers together. I will use the multiplier tool
+      to get the answer.\\n\\nAction: multiplier\\nAction Input: {\\\"first_number\\\":
+      2, \\\"second_number\\\": 6}\\nObservation: 12\\n\\nThought: I now know the
+      final answer.\\nFinal Answer: 12\",\n        \"refusal\": null\n      },\n      \"logprobs\":
+      null,\n      \"finish_reason\": \"stop\"\n    }\n  ],\n  \"usage\": {\n    \"prompt_tokens\":
+      365,\n    \"completion_tokens\": 73,\n    \"total_tokens\": 438,\n    \"completion_tokens_details\":
+      {\n      \"reasoning_tokens\": 0\n    }\n  },\n  \"system_fingerprint\": \"fp_e375328146\"\n}\n"
    headers:
      CF-Cache-Status:
      - DYNAMIC
      CF-RAY:
-      - 8c7cfec4dd46a4c7-MIA
+      - 8c85f206eef21cf3-GRU
      Connection:
      - keep-alive
      Content-Encoding:
@@ -419,7 +418,7 @@ interactions:
      Content-Type:
      - application/json
      Date:
-      - Mon, 23 Sep 2024 19:38:29 GMT
+      - Tue, 24 Sep 2024 21:42:39 GMT
      Server:
      - cloudflare
      Transfer-Encoding:
@@ -431,11 +430,11 @@ interactions:
      openai-organization:
      - crewai-iuxna1
      openai-processing-ms:
-      - '1071'
+      - '1103'
      openai-version:
      - '2020-10-01'
      strict-transport-security:
-      - max-age=15552000; includeSubDomains; preload
+      - max-age=31536000; includeSubDomains; preload
      x-ratelimit-limit-requests:
      - '10000'
      x-ratelimit-limit-tokens:
@@ -449,7 +448,7 @@ interactions:
      x-ratelimit-reset-tokens:
      - 0s
      x-request-id:
-      - req_622ad2dec13b3688177663a0f5ed6422
+      - req_1f7f1f92fa44f7fd82e9311f8bd13d00
    http_version: HTTP/1.1
    status_code: 200
 - request:
@@ -475,10 +474,9 @@ interactions:
      MUST return the actual complete content as the final answer, not a summary.\n\nThis
      is the context you''re working with:\n12\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": "user", "content": "Thought: I need to find the
-      result of multiplying 2 by 6. I will use the multiplier tool to get the answer.\n\nAction:
-      multiplier\nAction Input: {\"first_number\": 2, \"second_number\": 6}\nObservation:
-      12"}], "model": "gpt-4o"}'
+      on it!\n\nThought:"}, {"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"}], "model": "gpt-4o"}'
    headers:
      accept:
      - application/json
@@ -487,12 +485,12 @@ interactions:
      connection:
      - keep-alive
      content-length:
-      - '2001'
+      - '1909'
      content-type:
      - application/json
      cookie:
-      - __cf_bm=4rzJDR3F8S3Dp4B_qwylZU0mdm_WUwmv8vNHHp3IplM-1727119501-1.0.1.1-qobO_Sf88yG1qtXFnLgykvyc9YXR_fm1J7ZpXIhvtynVnsz67Uwcf4122PgHs4GMrlvZMaL6z_UVcVYSYUJOKQ;
-        _cfuvid=9K_ipT1uTVyDTneB1W5OZHPxCh36aOsDZCBnsQTONqQ-1727119501207-0.0.1.1-604800000
+      - __cf_bm=9.8sBYBkvBR8R1K_bVF7xgU..80XKlEIg3N2OBbTSCU-1727214102-1.0.1.1-.qiTLXbPamYUMSuyNsOEB9jhGu.jOifujOrx9E2JZvStbIZ9RTIiE44xKKNfLPxQkOi6qAT3h6htK8lPDGV_5g;
+        _cfuvid=lbRdAddVWV6W3f5Dm9SaOPWDUOxqtZBSPr_fTW26nEA-1727213194587-0.0.1.1-604800000
      host:
      - api.openai.com
      user-agent:
@@ -516,19 +514,21 @@ interactions:
    method: POST
    uri: https://api.openai.com/v1/chat/completions
  response:
-    content: "{\n  \"id\": \"chatcmpl-AAjB7gTKvJTDB0KnkDhnUgedgqqGB\",\n  \"object\":
-      \"chat.completion\",\n  \"created\": 1727120309,\n  \"model\": \"gpt-4o-2024-05-13\",\n
+    content: "{\n  \"id\": \"chatcmpl-AB7apwvChSvGxbAthnJeM6s8rKXyh\",\n  \"object\":
+      \"chat.completion\",\n  \"created\": 1727214159,\n  \"model\": \"gpt-4o-2024-05-13\",\n
      \ \"choices\": [\n    {\n      \"index\": 0,\n      \"message\": {\n        \"role\":
-      \"assistant\",\n        \"content\": \"Thought: I now know the final answer\\nFinal
-      Answer: 12\",\n        \"refusal\": null\n      },\n      \"logprobs\": null,\n
-      \     \"finish_reason\": \"stop\"\n    }\n  ],\n  \"usage\": {\n    \"prompt_tokens\":
-      421,\n    \"completion_tokens\": 14,\n    \"total_tokens\": 435,\n    \"completion_tokens_details\":
-      {\n      \"reasoning_tokens\": 0\n    }\n  },\n  \"system_fingerprint\": \"fp_e375328146\"\n}\n"
+      \"assistant\",\n        \"content\": \"Thought: To find the result of multiplying
+      2 by 6, I need to use the multiplier tool.\\n\\nAction: multiplier\\nAction
+      Input: {\\\"first_number\\\": 2, \\\"second_number\\\": 6}\",\n        \"refusal\":
+      null\n      },\n      \"logprobs\": null,\n      \"finish_reason\": \"stop\"\n
+      \   }\n  ],\n  \"usage\": {\n    \"prompt_tokens\": 396,\n    \"completion_tokens\":
+      43,\n    \"total_tokens\": 439,\n    \"completion_tokens_details\": {\n      \"reasoning_tokens\":
+      0\n    }\n  },\n  \"system_fingerprint\": \"fp_e375328146\"\n}\n"
    headers:
      CF-Cache-Status:
      - DYNAMIC
      CF-RAY:
-      - 8c7cfecd4937a4c7-MIA
+      - 8c85f2104b941cf3-GRU
      Connection:
      - keep-alive
      Content-Encoding:
@@ -536,7 +536,7 @@ interactions:
      Content-Type:
      - application/json
      Date:
-      - Mon, 23 Sep 2024 19:38:29 GMT
+      - Tue, 24 Sep 2024 21:42:40 GMT
      Server:
      - cloudflare
      Transfer-Encoding:
@@ -548,11 +548,11 @@ interactions:
      openai-organization:
      - crewai-iuxna1
      openai-processing-ms:
-      - '361'
+      - '737'
      openai-version:
      - '2020-10-01'
      strict-transport-security:
-      - max-age=15552000; includeSubDomains; preload
+      - max-age=31536000; includeSubDomains; preload
      x-ratelimit-limit-requests:
      - '10000'
      x-ratelimit-limit-tokens:
@@ -560,13 +560,132 @@ interactions:
      x-ratelimit-remaining-requests:
      - '9999'
      x-ratelimit-remaining-tokens:
-      - '29999524'
+      - '29999545'
      x-ratelimit-reset-requests:
      - 6ms
      x-ratelimit-reset-tokens:
      - 0s
      x-request-id:
-      - req_e3d12da18bdab6045554b04c1fbac12d
+      - req_8431b4fe24112bf9f3b6cb106e51ce80
+    http_version: HTTP/1.1
+    status_code: 200
+- request:
+    body: '{"messages": [{"role": "system", "content": "You are Researcher. You''re
+      an expert researcher, specialized in technology, software engineering, AI and
+      startups. You work as a freelancer and is now working on doing research and
+      analysis for a new customer.\nYour personal goal is: Make the best research
+      and analysis on content about AI and AI agents\nYou ONLY have access to the
+      following tools, and should NEVER make up tools that are not listed here:\n\nTool
+      Name: multiplier(*args: Any, **kwargs: Any) -> Any\nTool Description: multiplier(first_number:
+      ''integer'', second_number: ''integer'') - Useful for when you need to multiply
+      two numbers together. \nTool Arguments: {''first_number'': {''title'': ''First
+      Number'', ''type'': ''integer''}, ''second_number'': {''title'': ''Second Number'',
+      ''type'': ''integer''}}\n\nUse the following format:\n\nThought: you should
+      always think about what to do\nAction: the action to take, only one name of
+      [multiplier], 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: What is 2 times 6? Return only the number.\n\nThis
+      is the expect criteria for your final answer: the result of multiplication\nyou
+      MUST return the actual complete content as the final answer, not a summary.\n\nThis
+      is the context you''re working with:\n12\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": "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: To find the result
+      of multiplying 2 by 6, I need to use the multiplier tool.\n\nAction: multiplier\nAction
+      Input: {\"first_number\": 2, \"second_number\": 6}\nObservation: 12"}], "model":
+      "gpt-4o"}'
+    headers:
+      accept:
+      - application/json
+      accept-encoding:
+      - gzip, deflate
+      connection:
+      - keep-alive
+      content-length:
+      - '2130'
+      content-type:
+      - application/json
+      cookie:
+      - __cf_bm=9.8sBYBkvBR8R1K_bVF7xgU..80XKlEIg3N2OBbTSCU-1727214102-1.0.1.1-.qiTLXbPamYUMSuyNsOEB9jhGu.jOifujOrx9E2JZvStbIZ9RTIiE44xKKNfLPxQkOi6qAT3h6htK8lPDGV_5g;
+        _cfuvid=lbRdAddVWV6W3f5Dm9SaOPWDUOxqtZBSPr_fTW26nEA-1727213194587-0.0.1.1-604800000
+      host:
+      - api.openai.com
+      user-agent:
+      - OpenAI/Python 1.47.0
+      x-stainless-arch:
+      - arm64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - MacOS
+      x-stainless-package-version:
+      - 1.47.0
+      x-stainless-raw-response:
+      - 'true'
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.11.7
+    method: POST
+    uri: https://api.openai.com/v1/chat/completions
+  response:
+    content: "{\n  \"id\": \"chatcmpl-AB7aqKKZRXlnpDVPDHx3bG07nORoR\",\n  \"object\":
+      \"chat.completion\",\n  \"created\": 1727214160,\n  \"model\": \"gpt-4o-2024-05-13\",\n
+      \ \"choices\": [\n    {\n      \"index\": 0,\n      \"message\": {\n        \"role\":
+      \"assistant\",\n        \"content\": \"Thought: I now know the final answer\\nFinal
+      Answer: 12\",\n        \"refusal\": null\n      },\n      \"logprobs\": null,\n
+      \     \"finish_reason\": \"stop\"\n    }\n  ],\n  \"usage\": {\n    \"prompt_tokens\":
+      447,\n    \"completion_tokens\": 14,\n    \"total_tokens\": 461,\n    \"completion_tokens_details\":
+      {\n      \"reasoning_tokens\": 0\n    }\n  },\n  \"system_fingerprint\": \"fp_e375328146\"\n}\n"
+    headers:
+      CF-Cache-Status:
+      - DYNAMIC
+      CF-RAY:
+      - 8c85f216acf91cf3-GRU
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 24 Sep 2024 21:42:40 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:
+      - '288'
+      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:
+      - '29999500'
+      x-ratelimit-reset-requests:
+      - 6ms
+      x-ratelimit-reset-tokens:
+      - 1ms
+      x-request-id:
+      - req_915e7484607ea9de8cf289eb4d915515
    http_version: HTTP/1.1
    status_code: 200
 version: 1