mirror of
https://github.com/vxcontrol/langchaingo.git
synced 2026-07-19 13:45:47 -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
4.8 KiB
Plaintext
Generated
30 lines
4.8 KiB
Plaintext
Generated
httprr trace v1
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527 1404
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POST https://bedrock-runtime.us-east-1.amazonaws.com/model/us.anthropic.claude-sonnet-4-5-20250929-v1%3A0/converse HTTP/1.1
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Host: bedrock-runtime.us-east-1.amazonaws.com
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User-Agent: langchaingo-httprr
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Content-Length: 223
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Authorization: AWS4-HMAC-SHA256 test-api-key
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Content-Type: application/json
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{"additionalModelRequestFields":{"thinking":{"type":"enabled","budget_tokens":2048}},"inferenceConfig":{"maxTokens":4096,"temperature":1},"messages":[{"content":[{"text":"Solve: If x + 5 = 12, what is x?"}],"role":"user"}]}HTTP/2.0 200 OK
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Content-Length: 1238
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Content-Type: application/json
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Date: Tue, 03 Mar 2026 09:53:35 GMT
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X-Amzn-Requestid: 5632c2b9-b84a-46d3-8f1f-7716a43b0a96
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{"metrics":{"latencyMs":2902},"output":{"message":{"content":[{"reasoningContent":{"reasoningText":{"signature":"EtsCCkgICxABGAIqQMt8Bg6o0aVrq4MmAJZgYta5Z8bVZNBUhOsdnH4JwJwP/KJ23ntE98IHRBIyhkom0srp1sAyxXNBxu7qeqA1PgISDFKlasvZZJat+NR5PxoM9UzILoRa9dHsYKzIIjAvm+MOyk5AkVWOj7A8NAZ6H08wY534kfC9pm+8ZKX3+b2bKENW0e6t1UEHR5wdhmgqwAE5YySKQOaQfuig4tYQcVtr6Ucu0D2fL/X043zMlMOSkdRIsaDJZYoC+50POh4eI1PDl4SYU5DjGILMh6Gp6oaIbBQqWEDAfrHK9uxX1w76aQN1TyAqwXj/h7O176pPe4AcZmswUMAJLHf6zm72fcHkYW9YBffXtdg4zExE2Cm7+BFB9MlZlX24XduPS0RaMCmuOnmaxr42GMluSr8Ypk0m/YypKxvq42ANrleYE0V/VtbOwEfZldAaxCQz+MT0NG0YAQ==","text":"This is a simple algebra problem. I need to solve for x.\n\nx + 5 = 12\n\nTo isolate x, I need to subtract 5 from both sides:\nx + 5 - 5 = 12 - 5\nx = 7\n\nLet me check: 7 + 5 = 12 ✓"}}},{"text":"To solve for x, I need to isolate it on one side of the equation.\n\n**Given:** x + 5 = 12\n\n**Subtract 5 from both sides:**\nx + 5 - 5 = 12 - 5\nx = 7\n\n**Answer: x = 7**\n\nTo check: 7 + 5 = 12 ✓"}],"role":"assistant"}},"stopReason":"end_turn","usage":{"cacheReadInputTokenCount":0,"cacheReadInputTokens":0,"cacheWriteInputTokenCount":0,"cacheWriteInputTokens":0,"inputTokens":53,"outputTokens":182,"serverToolUsage":{},"totalTokens":235}}1557 1407
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POST https://bedrock-runtime.us-east-1.amazonaws.com/model/us.anthropic.claude-sonnet-4-5-20250929-v1%3A0/converse HTTP/1.1
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Host: bedrock-runtime.us-east-1.amazonaws.com
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User-Agent: langchaingo-httprr
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Content-Length: 1252
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Authorization: AWS4-HMAC-SHA256 test-api-key
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Content-Type: application/json
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{"additionalModelRequestFields":{"thinking":{"type":"enabled","budget_tokens":2048}},"inferenceConfig":{"maxTokens":4096,"temperature":1},"messages":[{"content":[{"text":"Solve: If x + 5 = 12, what is x?"}],"role":"user"},{"content":[{"reasoningContent":{"reasoningText":{"signature":"EtsCCkgICxABGAIqQMt8Bg6o0aVrq4MmAJZgYta5Z8bVZNBUhOsdnH4JwJwP/KJ23ntE98IHRBIyhkom0srp1sAyxXNBxu7qeqA1PgISDFKlasvZZJat+NR5PxoM9UzILoRa9dHsYKzIIjAvm+MOyk5AkVWOj7A8NAZ6H08wY534kfC9pm+8ZKX3+b2bKENW0e6t1UEHR5wdhmgqwAE5YySKQOaQfuig4tYQcVtr6Ucu0D2fL/X043zMlMOSkdRIsaDJZYoC+50POh4eI1PDl4SYU5DjGILMh6Gp6oaIbBQqWEDAfrHK9uxX1w76aQN1TyAqwXj/h7O176pPe4AcZmswUMAJLHf6zm72fcHkYW9YBffXtdg4zExE2Cm7+BFB9MlZlX24XduPS0RaMCmuOnmaxr42GMluSr8Ypk0m/YypKxvq42ANrleYE0V/VtbOwEfZldAaxCQz+MT0NG0YAQ==","text":"This is a simple algebra problem. I need to solve for x.\n\nx + 5 = 12\n\nTo isolate x, I need to subtract 5 from both sides:\nx + 5 - 5 = 12 - 5\nx = 7\n\nLet me check: 7 + 5 = 12 ✓"}}},{"text":"To solve for x, I need to isolate it on one side of the equation.\n\n**Given:** x + 5 = 12\n\n**Subtract 5 from both sides:**\nx + 5 - 5 = 12 - 5\nx = 7\n\n**Answer: x = 7**\n\nTo check: 7 + 5 = 12 ✓"}],"role":"assistant"},{"content":[{"text":"Now solve x + 10 = 25"}],"role":"user"}]}HTTP/2.0 200 OK
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Content-Length: 1241
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Content-Type: application/json
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Date: Tue, 03 Mar 2026 09:53:38 GMT
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X-Amzn-Requestid: f4fb6451-3a84-4b84-b936-479b56caf712
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{"metrics":{"latencyMs":2775},"output":{"message":{"content":[{"reasoningContent":{"reasoningText":{"signature":"EtoCCkgICxABGAIqQCaINcpLBMeeLKWkhkemjmm+zJ8h4O8WMeu2C6noTGywCkrLPFD5KYRLCpBDawM4wVZDRodkrhepUe6Hc9kafGsSDEXq/8VY/Y1qKgyBDhoMKZ7NhMSS/MqYxV/4IjDofHaSD/w3iP4rNITQSOy60PViOSAe6ONW37KdGxUhpgBu6qIcb/+CejjoSfTo4R4qvwFqJSktAdNFVdKp2Non1ZnySJJ4eePvCSWhPp3V7PAcbWVL8hmpvDSIe7FJs+1WsAN4z6zhI6MuaamibGmmDRdTA00kZcgAXvlmWdaMtsy68btT7LJHaIoe8kZWWpQcUIKNAYae22gwG4YE2TBC6i5RVap7GSbnsVpVSw1fJNvLZeek5rcpfMV6biPuNP0itzRdqtPaI7XeFZoOBqpiuGbFr9oDH1d135q3Ue3noLQ2/d2CPhcq64Cf/soip5uvExgB","text":"This is a similar problem to the previous one. I need to isolate x by subtracting 10 from both sides.\n\nx + 10 = 25\nx + 10 - 10 = 25 - 10\nx = 15\n\nLet me check: 15 + 10 = 25 ✓"}}},{"text":"To solve for x, I need to isolate it on one side of the equation.\n\n**Given:** x + 10 = 25\n\n**Subtract 10 from both sides:**\nx + 10 - 10 = 25 - 10\nx = 15\n\n**Answer: x = 15**\n\nTo check: 15 + 10 = 25 ✓"}],"role":"assistant"}},"stopReason":"end_turn","usage":{"cacheReadInputTokenCount":0,"cacheReadInputTokens":0,"cacheWriteInputTokenCount":0,"cacheWriteInputTokens":0,"inputTokens":159,"outputTokens":178,"serverToolUsage":{},"totalTokens":337}} |