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langchaingo/llms/bedrock/testdata/TestAmazonToolCallingLegacyAPI.httprr
2026-01-24 02:07:00 +03:00

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httprr trace v1
862 771
POST https://bedrock-runtime.us-east-1.amazonaws.com/model/us.anthropic.claude-opus-4-5-20251101-v1%3A0/invoke HTTP/1.1
Host: bedrock-runtime.us-east-1.amazonaws.com
User-Agent: langchaingo-httprr
Content-Length: 549
Accept: */*
Authorization: AWS4-HMAC-SHA256 test-api-key
Content-Type: application/json
{"anthropic_version":"bedrock-2023-05-31","max_tokens":512,"messages":[{"role":"user","content":[{"type":"text","text":"Calculate 15 * 8"}]}],"tools":[{"name":"calculator","description":"A calculator that can perform basic arithmetic operations","input_schema":{"type":"object","properties":{"operation":{"type":"string","description":"The operation to perform","enum":["add","subtract","multiply","divide"]},"a":{"type":"number","description":"First number"},"b":{"type":"number","description":"Second number"}},"required":["operation","a","b"]}}]}HTTP/2.0 200 OK
Content-Length: 487
Content-Type: application/json
Date: Fri, 23 Jan 2026 13:43:58 GMT
X-Amzn-Bedrock-Input-Token-Count: 628
X-Amzn-Bedrock-Invocation-Latency: 2098
X-Amzn-Bedrock-Output-Token-Count: 85
X-Amzn-Requestid: aa95b7db-a1d9-4ffc-a15f-ba048b42c3d4
{"model":"claude-opus-4-5-20251101","id":"msg_bdrk_01QHxyh1bM7FuLn9hjzykZny","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_bdrk_01W1psYx47oJHwEUd2AW4RCM","name":"calculator","input":{"operation":"multiply","a":15,"b":8}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":628,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":85}}1143 685
POST https://bedrock-runtime.us-east-1.amazonaws.com/model/us.anthropic.claude-opus-4-5-20251101-v1%3A0/invoke HTTP/1.1
Host: bedrock-runtime.us-east-1.amazonaws.com
User-Agent: langchaingo-httprr
Content-Length: 830
Accept: */*
Authorization: AWS4-HMAC-SHA256 test-api-key
Content-Type: application/json
{"anthropic_version":"bedrock-2023-05-31","max_tokens":512,"messages":[{"role":"user","content":[{"type":"text","text":"Calculate 15 * 8"}]},{"role":"assistant","content":[{"type":"tool_use","id":"toolu_bdrk_01W1psYx47oJHwEUd2AW4RCM","name":"calculator","input":{"a":15,"b":8,"operation":"multiply"}}]},{"role":"user","content":[{"type":"tool_result","tool_use_id":"toolu_bdrk_01W1psYx47oJHwEUd2AW4RCM","content":"120"}]}],"tools":[{"name":"calculator","description":"A calculator that can perform basic arithmetic operations","input_schema":{"type":"object","properties":{"operation":{"type":"string","description":"The operation to perform","enum":["add","subtract","multiply","divide"]},"a":{"type":"number","description":"First number"},"b":{"type":"number","description":"Second number"}},"required":["operation","a","b"]}}]}HTTP/2.0 200 OK
Content-Length: 401
Content-Type: application/json
Date: Fri, 23 Jan 2026 13:44:01 GMT
X-Amzn-Bedrock-Input-Token-Count: 727
X-Amzn-Bedrock-Invocation-Latency: 1603
X-Amzn-Bedrock-Output-Token-Count: 13
X-Amzn-Requestid: 5d163d85-1f83-4365-8aee-b6d1dd09f824
{"model":"claude-opus-4-5-20251101","id":"msg_bdrk_01CcC8dMsMdc8T8fb5VdDowg","type":"message","role":"assistant","content":[{"type":"text","text":"15 × 8 = **120**"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":727,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":13}}863 771
POST https://bedrock-runtime.us-east-1.amazonaws.com/model/us.anthropic.claude-haiku-4-5-20251001-v1%3A0/invoke HTTP/1.1
Host: bedrock-runtime.us-east-1.amazonaws.com
User-Agent: langchaingo-httprr
Content-Length: 549
Accept: */*
Authorization: AWS4-HMAC-SHA256 test-api-key
Content-Type: application/json
{"anthropic_version":"bedrock-2023-05-31","max_tokens":512,"messages":[{"role":"user","content":[{"type":"text","text":"Calculate 15 * 8"}]}],"tools":[{"name":"calculator","description":"A calculator that can perform basic arithmetic operations","input_schema":{"type":"object","properties":{"operation":{"type":"string","description":"The operation to perform","enum":["add","subtract","multiply","divide"]},"a":{"type":"number","description":"First number"},"b":{"type":"number","description":"Second number"}},"required":["operation","a","b"]}}]}HTTP/2.0 200 OK
Content-Length: 488
Content-Type: application/json
Date: Fri, 23 Jan 2026 13:44:03 GMT
X-Amzn-Bedrock-Input-Token-Count: 628
X-Amzn-Bedrock-Invocation-Latency: 858
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X-Amzn-Requestid: 66b94df4-d9e0-425c-854b-2d022cbc8de5
{"model":"claude-haiku-4-5-20251001","id":"msg_bdrk_01MXKhRKdg4J9gGyEhmrvyCt","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_bdrk_01DMaqdCVAHQcMxY7FJR1Ju9","name":"calculator","input":{"operation":"multiply","a":15,"b":8}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":628,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":86}}1144 700
POST https://bedrock-runtime.us-east-1.amazonaws.com/model/us.anthropic.claude-haiku-4-5-20251001-v1%3A0/invoke HTTP/1.1
Host: bedrock-runtime.us-east-1.amazonaws.com
User-Agent: langchaingo-httprr
Content-Length: 830
Accept: */*
Authorization: AWS4-HMAC-SHA256 test-api-key
Content-Type: application/json
{"anthropic_version":"bedrock-2023-05-31","max_tokens":512,"messages":[{"role":"user","content":[{"type":"text","text":"Calculate 15 * 8"}]},{"role":"assistant","content":[{"type":"tool_use","id":"toolu_bdrk_01DMaqdCVAHQcMxY7FJR1Ju9","name":"calculator","input":{"a":15,"b":8,"operation":"multiply"}}]},{"role":"user","content":[{"type":"tool_result","tool_use_id":"toolu_bdrk_01DMaqdCVAHQcMxY7FJR1Ju9","content":"120"}]}],"tools":[{"name":"calculator","description":"A calculator that can perform basic arithmetic operations","input_schema":{"type":"object","properties":{"operation":{"type":"string","description":"The operation to perform","enum":["add","subtract","multiply","divide"]},"a":{"type":"number","description":"First number"},"b":{"type":"number","description":"Second number"}},"required":["operation","a","b"]}}]}HTTP/2.0 200 OK
Content-Length: 417
Content-Type: application/json
Date: Fri, 23 Jan 2026 13:44:05 GMT
X-Amzn-Bedrock-Input-Token-Count: 727
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{"model":"claude-haiku-4-5-20251001","id":"msg_bdrk_01CRBo4YNJKDayL6gPKKBnDm","type":"message","role":"assistant","content":[{"type":"text","text":"The result of 15 * 8 is **120**."}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":727,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":17}}864 773
POST https://bedrock-runtime.us-east-1.amazonaws.com/model/us.anthropic.claude-sonnet-4-5-20250929-v1%3A0/invoke HTTP/1.1
Host: bedrock-runtime.us-east-1.amazonaws.com
User-Agent: langchaingo-httprr
Content-Length: 549
Accept: */*
Authorization: AWS4-HMAC-SHA256 test-api-key
Content-Type: application/json
{"anthropic_version":"bedrock-2023-05-31","max_tokens":512,"messages":[{"role":"user","content":[{"type":"text","text":"Calculate 15 * 8"}]}],"tools":[{"name":"calculator","description":"A calculator that can perform basic arithmetic operations","input_schema":{"type":"object","properties":{"operation":{"type":"string","description":"The operation to perform","enum":["add","subtract","multiply","divide"]},"a":{"type":"number","description":"First number"},"b":{"type":"number","description":"Second number"}},"required":["operation","a","b"]}}]}HTTP/2.0 200 OK
Content-Length: 489
Content-Type: application/json
Date: Fri, 23 Jan 2026 13:44:08 GMT
X-Amzn-Bedrock-Input-Token-Count: 628
X-Amzn-Bedrock-Invocation-Latency: 1984
X-Amzn-Bedrock-Output-Token-Count: 85
X-Amzn-Requestid: 8ce1e729-0e8a-4392-9876-061e9a5302cf
{"model":"claude-sonnet-4-5-20250929","id":"msg_bdrk_01GMs5zV2qXrJss6tXCm5rTK","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_bdrk_01AcWCZiJX1rmc4Ums2m4gsD","name":"calculator","input":{"operation":"multiply","a":15,"b":8}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":628,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":85}}1145 687
POST https://bedrock-runtime.us-east-1.amazonaws.com/model/us.anthropic.claude-sonnet-4-5-20250929-v1%3A0/invoke HTTP/1.1
Host: bedrock-runtime.us-east-1.amazonaws.com
User-Agent: langchaingo-httprr
Content-Length: 830
Accept: */*
Authorization: AWS4-HMAC-SHA256 test-api-key
Content-Type: application/json
{"anthropic_version":"bedrock-2023-05-31","max_tokens":512,"messages":[{"role":"user","content":[{"type":"text","text":"Calculate 15 * 8"}]},{"role":"assistant","content":[{"type":"tool_use","id":"toolu_bdrk_01AcWCZiJX1rmc4Ums2m4gsD","name":"calculator","input":{"a":15,"b":8,"operation":"multiply"}}]},{"role":"user","content":[{"type":"tool_result","tool_use_id":"toolu_bdrk_01AcWCZiJX1rmc4Ums2m4gsD","content":"120"}]}],"tools":[{"name":"calculator","description":"A calculator that can perform basic arithmetic operations","input_schema":{"type":"object","properties":{"operation":{"type":"string","description":"The operation to perform","enum":["add","subtract","multiply","divide"]},"a":{"type":"number","description":"First number"},"b":{"type":"number","description":"Second number"}},"required":["operation","a","b"]}}]}HTTP/2.0 200 OK
Content-Length: 403
Content-Type: application/json
Date: Fri, 23 Jan 2026 13:44:11 GMT
X-Amzn-Bedrock-Input-Token-Count: 727
X-Amzn-Bedrock-Invocation-Latency: 1742
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X-Amzn-Requestid: 50f7b5e2-915b-464f-8dfa-2c03a0568a09
{"model":"claude-sonnet-4-5-20250929","id":"msg_bdrk_01PsF4k7EQxBWJYURVFACTe8","type":"message","role":"assistant","content":[{"type":"text","text":"15 × 8 = **120**"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":727,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":0},"output_tokens":13}}860 746
POST https://bedrock-runtime.us-east-1.amazonaws.com/model/us.anthropic.claude-opus-4-20250514-v1%3A0/invoke HTTP/1.1
Host: bedrock-runtime.us-east-1.amazonaws.com
User-Agent: langchaingo-httprr
Content-Length: 549
Accept: */*
Authorization: AWS4-HMAC-SHA256 test-api-key
Content-Type: application/json
{"anthropic_version":"bedrock-2023-05-31","max_tokens":512,"messages":[{"role":"user","content":[{"type":"text","text":"Calculate 15 * 8"}]}],"tools":[{"name":"calculator","description":"A calculator that can perform basic arithmetic operations","input_schema":{"type":"object","properties":{"operation":{"type":"string","description":"The operation to perform","enum":["add","subtract","multiply","divide"]},"a":{"type":"number","description":"First number"},"b":{"type":"number","description":"Second number"}},"required":["operation","a","b"]}}]}HTTP/2.0 200 OK
Content-Length: 462
Content-Type: application/json
Date: Fri, 23 Jan 2026 13:44:18 GMT
X-Amzn-Bedrock-Input-Token-Count: 445
X-Amzn-Bedrock-Invocation-Latency: 6142
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X-Amzn-Requestid: d68c7b8f-db84-48da-84f6-8179f33d9d98
{"model":"claude-opus-4-20250514","id":"msg_bdrk_01BM2AXLQQHj28tR1PEMuU25","type":"message","role":"assistant","content":[{"type":"text","text":"I'll calculate 15 * 8 for you."},{"type":"tool_use","id":"toolu_bdrk_019b3j2oszweYgRQmTjTqMH9","name":"calculator","input":{"operation":"multiply","a":15,"b":8}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":445,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"output_tokens":99}}1141 599
POST https://bedrock-runtime.us-east-1.amazonaws.com/model/us.anthropic.claude-opus-4-20250514-v1%3A0/invoke HTTP/1.1
Host: bedrock-runtime.us-east-1.amazonaws.com
User-Agent: langchaingo-httprr
Content-Length: 830
Accept: */*
Authorization: AWS4-HMAC-SHA256 test-api-key
Content-Type: application/json
{"anthropic_version":"bedrock-2023-05-31","max_tokens":512,"messages":[{"role":"user","content":[{"type":"text","text":"Calculate 15 * 8"}]},{"role":"assistant","content":[{"type":"tool_use","id":"toolu_bdrk_019b3j2oszweYgRQmTjTqMH9","name":"calculator","input":{"a":15,"b":8,"operation":"multiply"}}]},{"role":"user","content":[{"type":"tool_result","tool_use_id":"toolu_bdrk_019b3j2oszweYgRQmTjTqMH9","content":"120"}]}],"tools":[{"name":"calculator","description":"A calculator that can perform basic arithmetic operations","input_schema":{"type":"object","properties":{"operation":{"type":"string","description":"The operation to perform","enum":["add","subtract","multiply","divide"]},"a":{"type":"number","description":"First number"},"b":{"type":"number","description":"Second number"}},"required":["operation","a","b"]}}]}HTTP/2.0 200 OK
Content-Length: 315
Content-Type: application/json
Date: Fri, 23 Jan 2026 13:44:24 GMT
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{"model":"claude-opus-4-20250514","id":"msg_bdrk_016xFFofLHTPf5qnB5chZ7VJ","type":"message","role":"assistant","content":[{"type":"text","text":"15 * 8 = 120"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":544,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"output_tokens":12}}862 748
POST https://bedrock-runtime.us-east-1.amazonaws.com/model/us.anthropic.claude-sonnet-4-20250514-v1%3A0/invoke HTTP/1.1
Host: bedrock-runtime.us-east-1.amazonaws.com
User-Agent: langchaingo-httprr
Content-Length: 549
Accept: */*
Authorization: AWS4-HMAC-SHA256 test-api-key
Content-Type: application/json
{"anthropic_version":"bedrock-2023-05-31","max_tokens":512,"messages":[{"role":"user","content":[{"type":"text","text":"Calculate 15 * 8"}]}],"tools":[{"name":"calculator","description":"A calculator that can perform basic arithmetic operations","input_schema":{"type":"object","properties":{"operation":{"type":"string","description":"The operation to perform","enum":["add","subtract","multiply","divide"]},"a":{"type":"number","description":"First number"},"b":{"type":"number","description":"Second number"}},"required":["operation","a","b"]}}]}HTTP/2.0 200 OK
Content-Length: 464
Content-Type: application/json
Date: Fri, 23 Jan 2026 13:44:27 GMT
X-Amzn-Bedrock-Input-Token-Count: 445
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{"model":"claude-sonnet-4-20250514","id":"msg_bdrk_01CSh6huVjDP7p1uKwmCujfi","type":"message","role":"assistant","content":[{"type":"text","text":"I'll calculate 15 * 8 for you."},{"type":"tool_use","id":"toolu_bdrk_01LJAteZD7q1JtRKhxdB65rJ","name":"calculator","input":{"operation":"multiply","a":15,"b":8}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":445,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"output_tokens":99}}1143 601
POST https://bedrock-runtime.us-east-1.amazonaws.com/model/us.anthropic.claude-sonnet-4-20250514-v1%3A0/invoke HTTP/1.1
Host: bedrock-runtime.us-east-1.amazonaws.com
User-Agent: langchaingo-httprr
Content-Length: 830
Accept: */*
Authorization: AWS4-HMAC-SHA256 test-api-key
Content-Type: application/json
{"anthropic_version":"bedrock-2023-05-31","max_tokens":512,"messages":[{"role":"user","content":[{"type":"text","text":"Calculate 15 * 8"}]},{"role":"assistant","content":[{"type":"tool_use","id":"toolu_bdrk_01LJAteZD7q1JtRKhxdB65rJ","name":"calculator","input":{"a":15,"b":8,"operation":"multiply"}}]},{"role":"user","content":[{"type":"tool_result","tool_use_id":"toolu_bdrk_01LJAteZD7q1JtRKhxdB65rJ","content":"120"}]}],"tools":[{"name":"calculator","description":"A calculator that can perform basic arithmetic operations","input_schema":{"type":"object","properties":{"operation":{"type":"string","description":"The operation to perform","enum":["add","subtract","multiply","divide"]},"a":{"type":"number","description":"First number"},"b":{"type":"number","description":"Second number"}},"required":["operation","a","b"]}}]}HTTP/2.0 200 OK
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Date: Fri, 23 Jan 2026 13:44:29 GMT
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{"model":"claude-sonnet-4-20250514","id":"msg_bdrk_01QveRH6EtDqKFj84PzgJnC8","type":"message","role":"assistant","content":[{"type":"text","text":"15 × 8 = 120"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":544,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"output_tokens":12}}864 778
POST https://bedrock-runtime.us-east-1.amazonaws.com/model/us.anthropic.claude-3-7-sonnet-20250219-v1%3A0/invoke HTTP/1.1
Host: bedrock-runtime.us-east-1.amazonaws.com
User-Agent: langchaingo-httprr
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Accept: */*
Authorization: AWS4-HMAC-SHA256 test-api-key
Content-Type: application/json
{"anthropic_version":"bedrock-2023-05-31","max_tokens":512,"messages":[{"role":"user","content":[{"type":"text","text":"Calculate 15 * 8"}]}],"tools":[{"name":"calculator","description":"A calculator that can perform basic arithmetic operations","input_schema":{"type":"object","properties":{"operation":{"type":"string","description":"The operation to perform","enum":["add","subtract","multiply","divide"]},"a":{"type":"number","description":"First number"},"b":{"type":"number","description":"Second number"}},"required":["operation","a","b"]}}]}HTTP/2.0 200 OK
Content-Length: 493
Content-Type: application/json
Date: Fri, 23 Jan 2026 13:44:32 GMT
X-Amzn-Bedrock-Input-Token-Count: 445
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{"model":"claude-3-7-sonnet-20250219","id":"msg_bdrk_01YbeWD6JtQ2MudYFb7ywyiy","type":"message","role":"assistant","content":[{"type":"text","text":"I'll calculate 15 * 8 for you using the calculator tool."},{"type":"tool_use","id":"toolu_bdrk_017pn3iuhHT3SoVDj3yZdahp","name":"calculator","input":{"a":15,"b":8,"operation":"multiply"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":445,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"output_tokens":103}}1145 631
POST https://bedrock-runtime.us-east-1.amazonaws.com/model/us.anthropic.claude-3-7-sonnet-20250219-v1%3A0/invoke HTTP/1.1
Host: bedrock-runtime.us-east-1.amazonaws.com
User-Agent: langchaingo-httprr
Content-Length: 830
Accept: */*
Authorization: AWS4-HMAC-SHA256 test-api-key
Content-Type: application/json
{"anthropic_version":"bedrock-2023-05-31","max_tokens":512,"messages":[{"role":"user","content":[{"type":"text","text":"Calculate 15 * 8"}]},{"role":"assistant","content":[{"type":"tool_use","id":"toolu_bdrk_017pn3iuhHT3SoVDj3yZdahp","name":"calculator","input":{"a":15,"b":8,"operation":"multiply"}}]},{"role":"user","content":[{"type":"tool_result","tool_use_id":"toolu_bdrk_017pn3iuhHT3SoVDj3yZdahp","content":"120"}]}],"tools":[{"name":"calculator","description":"A calculator that can perform basic arithmetic operations","input_schema":{"type":"object","properties":{"operation":{"type":"string","description":"The operation to perform","enum":["add","subtract","multiply","divide"]},"a":{"type":"number","description":"First number"},"b":{"type":"number","description":"Second number"}},"required":["operation","a","b"]}}]}HTTP/2.0 200 OK
Content-Length: 348
Content-Type: application/json
Date: Fri, 23 Jan 2026 13:44:34 GMT
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{"model":"claude-3-7-sonnet-20250219","id":"msg_bdrk_017mhZeda6W2QccB8oF2Nt5m","type":"message","role":"assistant","content":[{"type":"text","text":"The result of multiplying 15 by 8 is 120."}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":543,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"output_tokens":20}}863 790
POST https://bedrock-runtime.us-east-1.amazonaws.com/model/us.anthropic.claude-3-5-haiku-20241022-v1%3A0/invoke HTTP/1.1
Host: bedrock-runtime.us-east-1.amazonaws.com
User-Agent: langchaingo-httprr
Content-Length: 549
Accept: */*
Authorization: AWS4-HMAC-SHA256 test-api-key
Content-Type: application/json
{"anthropic_version":"bedrock-2023-05-31","max_tokens":512,"messages":[{"role":"user","content":[{"type":"text","text":"Calculate 15 * 8"}]}],"tools":[{"name":"calculator","description":"A calculator that can perform basic arithmetic operations","input_schema":{"type":"object","properties":{"operation":{"type":"string","description":"The operation to perform","enum":["add","subtract","multiply","divide"]},"a":{"type":"number","description":"First number"},"b":{"type":"number","description":"Second number"}},"required":["operation","a","b"]}}]}HTTP/2.0 200 OK
Content-Length: 505
Content-Type: application/json
Date: Fri, 23 Jan 2026 13:44:37 GMT
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Date: Fri, 23 Jan 2026 13:44:39 GMT
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