mirror of
https://github.com/vxcontrol/langchaingo.git
synced 2026-07-19 21:54:17 -04:00
Dmitry Ng
1c3dd0fca4
- Upgraded various AWS SDK dependencies in go.mod and go.sum files to their latest versions, improving compatibility and performance. - Introduced automatic caching support for specific Anthropic models, optimizing token usage and reducing costs. - Refactored message processing to include caching logic, ensuring seamless integration with existing functionalities. - Removed deprecated models from tests and updated test cases to validate new caching features and model support.
30 lines
4.4 KiB
Plaintext
Generated
30 lines
4.4 KiB
Plaintext
Generated
httprr trace v1
|
||
770 1360
|
||
POST https://bedrock-runtime.us-east-1.amazonaws.com/model/us.anthropic.claude-sonnet-4-5-20250929-v1%3A0/converse HTTP/1.1
|
||
Host: bedrock-runtime.us-east-1.amazonaws.com
|
||
User-Agent: langchaingo-httprr
|
||
Content-Length: 466
|
||
Authorization: AWS4-HMAC-SHA256 test-api-key
|
||
Content-Type: application/json
|
||
|
||
{"additionalModelRequestFields":{"thinking":{"type":"enabled","budget_tokens":2048}},"inferenceConfig":{"maxTokens":4096,"temperature":1},"messages":[{"content":[{"text":"Calculate (5 + 3) and then multiply by 2"}],"role":"user"}],"toolConfig":{"toolChoice":{"auto":{}},"tools":[{"toolSpec":{"description":"Perform a calculation","inputSchema":{"json":{"properties":{"expression":{"type":"string"}},"required":["expression"],"type":"object"}},"name":"calculate"}}]}}HTTP/2.0 200 OK
|
||
Content-Length: 1194
|
||
Content-Type: application/json
|
||
Date: Tue, 03 Mar 2026 21:48:15 GMT
|
||
X-Amzn-Requestid: ed53c3b5-af84-49b0-8450-c098606f9f2c
|
||
|
||
{"metrics":{"latencyMs":3157},"output":{"message":{"content":[{"reasoningContent":{"reasoningText":{"signature":"EuwCCkgICxABGAIqQBilFNe+5INhzkPazuSJTvJrubMx4pRE+Kb+2kD8s7gmSWWCmwLrmUxONoNlznIFuPDOEEi36mUHJsCm7ryozN0SDHw0pifl33kdexDNthoMDbrknXWBmNZeeRaNIjByT1UDoC8V/+szUCDpTO3fDBxAlQ1O9ZsmAIXda37nDHr229HG6/+6ir3AfsHqBMMq0QHfFC56b+GIVI71pK5Q716xUZ0wE/MYSZO39XHTr9FoYXJqxBC2GMRkBpzYXLAVNs3T6QMMB4YhEHmWM8DDAqBwfiPFGgOEjXRv2Byxs3PTH7vzW3Znp0cqp59Uy4v5os9bkF9dA3lb0k6JFXkv9K2m/n52dc0gF8djsCczVzdhSyq7QnaG9frkphhgs29K4PI2efhIYoT6YYxQacD/0beCzMoq7VwH2ffPDOWdVP87e64lwejUoIU6K2lS48r8ArruZ5BKuqeCEukvHo3FFKy/JBgB","text":"The user wants me to:\n1. Calculate (5 + 3)\n2. Then multiply the result by 2\n\nThis is essentially calculating (5 + 3) * 2, which equals 8 * 2 = 16.\n\nI can do this in one calculation: (5 + 3) * 2"}}},{"toolUse":{"input":{"expression":"(5 + 3) * 2"},"name":"calculate","toolUseId":"tooluse_cQy4nWyTZ0YD6iFmxNOHiX","type":"tool_use"}}],"role":"assistant"}},"stopReason":"tool_use","usage":{"cacheReadInputTokenCount":0,"cacheReadInputTokens":0,"cacheWriteInputTokenCount":0,"cacheWriteInputTokens":0,"inputTokens":597,"outputTokens":143,"serverToolUsage":{},"totalTokens":740}}1824 563
|
||
POST https://bedrock-runtime.us-east-1.amazonaws.com/model/us.anthropic.claude-sonnet-4-5-20250929-v1%3A0/converse HTTP/1.1
|
||
Host: bedrock-runtime.us-east-1.amazonaws.com
|
||
User-Agent: langchaingo-httprr
|
||
Content-Length: 1519
|
||
Authorization: AWS4-HMAC-SHA256 test-api-key
|
||
Content-Type: application/json
|
||
|
||
{"additionalModelRequestFields":{"thinking":{"type":"enabled","budget_tokens":2048}},"inferenceConfig":{"maxTokens":4096,"temperature":1},"messages":[{"content":[{"text":"Calculate (5 + 3) and then multiply by 2"}],"role":"user"},{"content":[{"reasoningContent":{"reasoningText":{"signature":"EuwCCkgICxABGAIqQBilFNe+5INhzkPazuSJTvJrubMx4pRE+Kb+2kD8s7gmSWWCmwLrmUxONoNlznIFuPDOEEi36mUHJsCm7ryozN0SDHw0pifl33kdexDNthoMDbrknXWBmNZeeRaNIjByT1UDoC8V/+szUCDpTO3fDBxAlQ1O9ZsmAIXda37nDHr229HG6/+6ir3AfsHqBMMq0QHfFC56b+GIVI71pK5Q716xUZ0wE/MYSZO39XHTr9FoYXJqxBC2GMRkBpzYXLAVNs3T6QMMB4YhEHmWM8DDAqBwfiPFGgOEjXRv2Byxs3PTH7vzW3Znp0cqp59Uy4v5os9bkF9dA3lb0k6JFXkv9K2m/n52dc0gF8djsCczVzdhSyq7QnaG9frkphhgs29K4PI2efhIYoT6YYxQacD/0beCzMoq7VwH2ffPDOWdVP87e64lwejUoIU6K2lS48r8ArruZ5BKuqeCEukvHo3FFKy/JBgB","text":"The user wants me to:\n1. Calculate (5 + 3)\n2. Then multiply the result by 2\n\nThis is essentially calculating (5 + 3) * 2, which equals 8 * 2 = 16.\n\nI can do this in one calculation: (5 + 3) * 2"}}}],"role":"assistant"},{"content":[{"toolUse":{"input":{"expression":"(5 + 3) * 2"},"name":"calculate","toolUseId":"tooluse_cQy4nWyTZ0YD6iFmxNOHiX"}}],"role":"assistant"},{"content":[{"toolResult":{"content":[{"text":"8"}],"toolUseId":"tooluse_cQy4nWyTZ0YD6iFmxNOHiX"}}],"role":"user"}],"toolConfig":{"toolChoice":{"auto":{}},"tools":[{"toolSpec":{"description":"Perform a calculation","inputSchema":{"json":{"properties":{"expression":{"type":"string"}},"required":["expression"],"type":"object"}},"name":"calculate"}}]}}HTTP/2.0 200 OK
|
||
Content-Length: 398
|
||
Content-Type: application/json
|
||
Date: Tue, 03 Mar 2026 21:48:18 GMT
|
||
X-Amzn-Requestid: c1c05ece-0643-4d0f-8d45-0890a2a92ff7
|
||
|
||
{"metrics":{"latencyMs":2419},"output":{"message":{"content":[{"text":"The result is **16**.\n\nTo break it down:\n- First: 5 + 3 = 8\n- Then: 8 × 2 = 16"}],"role":"assistant"}},"stopReason":"end_turn","usage":{"cacheReadInputTokenCount":0,"cacheReadInputTokens":0,"cacheWriteInputTokenCount":0,"cacheWriteInputTokens":0,"inputTokens":753,"outputTokens":43,"serverToolUsage":{},"totalTokens":796}} |