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ref(core): Remove provider-specific AI span attributes in favor of gen_ai attributes in sentry conventions (#20011)
In the openai and anthropic integrations we send multiple provider specific attributes. None of these are part of our sentry conventions and should therefore be emitted. These fall into two categories: - Exact duplicates of attributes in our `gen_ai` namespace: - `openai.response.id`, `openai.response.model`, `openai.usage.prompt_tokens`, `openai.usage.completion_tokens` - These are strictly redundant and therefore provide no value. - No `gen_ai` equivalent: - `openai.response.timestamp`, `anthropic.response.timestamp` - These have no `gen_ai` equivalent so we would no longer send this data at all, but since they are not in the semantic conventions we probably shouldn't send them either. According to Hex, none of these attributes are used in any stored queries, dashboards or alerts. We will still call this out in the changelog in case any users rely on this in hooks. Closes #20015 (added automatically)
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‎CHANGELOG.md‎

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Adds instrumentation for the Google GenAI [`embedContent`](https://ai.google.dev/gemini-api/docs/embeddings) API, creating `gen_ai.embeddings` spans.
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- **ref(core): Remove provider-specific AI span attributes in favor of `gen_ai` attributes in sentry conventions ([#20011](https://github.com/getsentry/sentry-javascript/pull/20011))**
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The following provider-specific span attributes have been removed from the OpenAI and Anthropic AI integrations. Use the standardized `gen_ai.*` equivalents instead:
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| Removed attribute | Replacement |
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| -------------------------------- | ---------------------------- |
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| `openai.response.id` | `gen_ai.response.id` |
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| `openai.response.model` | `gen_ai.response.model` |
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| `openai.usage.prompt_tokens` | `gen_ai.usage.input_tokens` |
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| `openai.usage.completion_tokens` | `gen_ai.usage.output_tokens` |
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| `openai.response.timestamp` | _(removed, no replacement)_ |
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| `anthropic.response.timestamp` | _(removed, no replacement)_ |
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If you reference these attributes in hooks (e.g. `beforeSendTransaction`), update them to the `gen_ai.*` equivalents.
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## 10.46.0
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### Important Changes

‎dev-packages/node-integration-tests/suites/tracing/anthropic/test.ts‎

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import { SEMANTIC_ATTRIBUTE_SENTRY_OP, SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN } from '@sentry/core';
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import { afterAll, describe, expect } from 'vitest';
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import {
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ANTHROPIC_AI_RESPONSE_TIMESTAMP_ATTRIBUTE,
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GEN_AI_INPUT_MESSAGES_ATTRIBUTE,
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GEN_AI_INPUT_MESSAGES_ORIGINAL_LENGTH_ATTRIBUTE,
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GEN_AI_OPERATION_NAME_ATTRIBUTE,
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// Fourth span - models.retrieve
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expect.objectContaining({
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data: expect.objectContaining({
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[ANTHROPIC_AI_RESPONSE_TIMESTAMP_ATTRIBUTE]: '2024-05-08T05:20:00.000Z',
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[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'models',
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[SEMANTIC_ATTRIBUTE_SENTRY_OP]: 'gen_ai.models',
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[SEMANTIC_ATTRIBUTE_SENTRY_ORIGIN]: 'auto.ai.anthropic',
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// Fourth - models.retrieve with PII
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expect.objectContaining({
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data: expect.objectContaining({
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[ANTHROPIC_AI_RESPONSE_TIMESTAMP_ATTRIBUTE]: '2024-05-08T05:20:00.000Z',
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[GEN_AI_OPERATION_NAME_ATTRIBUTE]: 'models',
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[GEN_AI_REQUEST_MODEL_ATTRIBUTE]: 'claude-3-haiku-20240307',
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[GEN_AI_RESPONSE_ID_ATTRIBUTE]: 'claude-3-haiku-20240307',

‎dev-packages/node-integration-tests/suites/tracing/openai/openai-tool-calls/test.ts‎

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GEN_AI_USAGE_INPUT_TOKENS_ATTRIBUTE,
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GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE,
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GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE,
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OPENAI_RESPONSE_ID_ATTRIBUTE,
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OPENAI_RESPONSE_MODEL_ATTRIBUTE,
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OPENAI_RESPONSE_TIMESTAMP_ATTRIBUTE,
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OPENAI_USAGE_COMPLETION_TOKENS_ATTRIBUTE,
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OPENAI_USAGE_PROMPT_TOKENS_ATTRIBUTE,
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} from '../../../../../../packages/core/src/tracing/ai/gen-ai-attributes';
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import { cleanupChildProcesses, createEsmAndCjsTests } from '../../../../utils/runner';
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[GEN_AI_USAGE_INPUT_TOKENS_ATTRIBUTE]: 15,
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[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 25,
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[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 40,
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[OPENAI_RESPONSE_ID_ATTRIBUTE]: 'chatcmpl-tools-123',
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[OPENAI_RESPONSE_MODEL_ATTRIBUTE]: 'gpt-4',
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[OPENAI_RESPONSE_TIMESTAMP_ATTRIBUTE]: '2023-03-01T06:31:40.000Z',
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[OPENAI_USAGE_COMPLETION_TOKENS_ATTRIBUTE]: 25,
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[OPENAI_USAGE_PROMPT_TOKENS_ATTRIBUTE]: 15,
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},
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description: 'chat gpt-4',
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op: 'gen_ai.chat',
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[GEN_AI_USAGE_INPUT_TOKENS_ATTRIBUTE]: 15,
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[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 25,
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[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 40,
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[OPENAI_RESPONSE_ID_ATTRIBUTE]: 'chatcmpl-stream-tools-123',
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[OPENAI_RESPONSE_MODEL_ATTRIBUTE]: 'gpt-4',
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[OPENAI_RESPONSE_TIMESTAMP_ATTRIBUTE]: '2023-03-01T06:31:45.000Z',
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[OPENAI_USAGE_COMPLETION_TOKENS_ATTRIBUTE]: 25,
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[OPENAI_USAGE_PROMPT_TOKENS_ATTRIBUTE]: 15,
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},
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[GEN_AI_USAGE_INPUT_TOKENS_ATTRIBUTE]: 8,
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[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 12,
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[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 20,
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[OPENAI_RESPONSE_ID_ATTRIBUTE]: 'resp_tools_789',
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[OPENAI_RESPONSE_MODEL_ATTRIBUTE]: 'gpt-4',
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[OPENAI_RESPONSE_TIMESTAMP_ATTRIBUTE]: '2023-03-01T06:32:00.000Z',
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[OPENAI_USAGE_COMPLETION_TOKENS_ATTRIBUTE]: 12,
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[OPENAI_USAGE_PROMPT_TOKENS_ATTRIBUTE]: 8,
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[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 12,
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[OPENAI_RESPONSE_ID_ATTRIBUTE]: 'resp_stream_tools_789',
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[OPENAI_RESPONSE_MODEL_ATTRIBUTE]: 'gpt-4',
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[OPENAI_RESPONSE_TIMESTAMP_ATTRIBUTE]: '2023-03-01T06:31:50.000Z',
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[OPENAI_USAGE_COMPLETION_TOKENS_ATTRIBUTE]: 12,
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[OPENAI_USAGE_PROMPT_TOKENS_ATTRIBUTE]: 8,
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},
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[GEN_AI_USAGE_INPUT_TOKENS_ATTRIBUTE]: 15,
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[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 25,
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[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 40,
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[OPENAI_RESPONSE_ID_ATTRIBUTE]: 'chatcmpl-tools-123',
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[OPENAI_RESPONSE_MODEL_ATTRIBUTE]: 'gpt-4',
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[OPENAI_RESPONSE_TIMESTAMP_ATTRIBUTE]: '2023-03-01T06:31:40.000Z',
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[OPENAI_USAGE_COMPLETION_TOKENS_ATTRIBUTE]: 25,
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[OPENAI_RESPONSE_ID_ATTRIBUTE]: 'chatcmpl-stream-tools-123',
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[OPENAI_RESPONSE_MODEL_ATTRIBUTE]: 'gpt-4',
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[OPENAI_RESPONSE_TIMESTAMP_ATTRIBUTE]: '2023-03-01T06:31:45.000Z',
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[OPENAI_USAGE_COMPLETION_TOKENS_ATTRIBUTE]: 25,
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[GEN_AI_USAGE_INPUT_TOKENS_ATTRIBUTE]: 8,
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[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 12,
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[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 20,
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[OPENAI_RESPONSE_ID_ATTRIBUTE]: 'resp_tools_789',
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[OPENAI_RESPONSE_MODEL_ATTRIBUTE]: 'gpt-4',
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[OPENAI_RESPONSE_TIMESTAMP_ATTRIBUTE]: '2023-03-01T06:32:00.000Z',
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[OPENAI_USAGE_COMPLETION_TOKENS_ATTRIBUTE]: 12,
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[OPENAI_USAGE_PROMPT_TOKENS_ATTRIBUTE]: 8,
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},
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[GEN_AI_USAGE_INPUT_TOKENS_ATTRIBUTE]: 8,
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[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 12,
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[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 20,
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[OPENAI_RESPONSE_ID_ATTRIBUTE]: 'resp_stream_tools_789',
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[OPENAI_RESPONSE_MODEL_ATTRIBUTE]: 'gpt-4',
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[OPENAI_RESPONSE_TIMESTAMP_ATTRIBUTE]: '2023-03-01T06:31:50.000Z',
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[OPENAI_USAGE_COMPLETION_TOKENS_ATTRIBUTE]: 12,
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[OPENAI_USAGE_PROMPT_TOKENS_ATTRIBUTE]: 8,
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},
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op: 'gen_ai.chat',

‎dev-packages/node-integration-tests/suites/tracing/openai/test.ts‎

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OPENAI_USAGE_PROMPT_TOKENS_ATTRIBUTE,
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[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 25,
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[OPENAI_RESPONSE_ID_ATTRIBUTE]: 'chatcmpl-mock123',
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[OPENAI_RESPONSE_MODEL_ATTRIBUTE]: 'gpt-3.5-turbo',
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[OPENAI_RESPONSE_TIMESTAMP_ATTRIBUTE]: '2023-03-01T06:31:28.000Z',
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[OPENAI_USAGE_COMPLETION_TOKENS_ATTRIBUTE]: 15,
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[OPENAI_USAGE_PROMPT_TOKENS_ATTRIBUTE]: 10,
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[OPENAI_RESPONSE_ID_ATTRIBUTE]: 'resp_mock456',
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[OPENAI_RESPONSE_MODEL_ATTRIBUTE]: 'gpt-3.5-turbo',
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[OPENAI_RESPONSE_TIMESTAMP_ATTRIBUTE]: '2023-03-01T06:31:30.000Z',
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[OPENAI_USAGE_COMPLETION_TOKENS_ATTRIBUTE]: 8,
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[OPENAI_RESPONSE_ID_ATTRIBUTE]: 'chatcmpl-stream-123',
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[OPENAI_RESPONSE_MODEL_ATTRIBUTE]: 'gpt-4',
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[OPENAI_RESPONSE_TIMESTAMP_ATTRIBUTE]: '2023-03-01T06:31:40.000Z',
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[OPENAI_USAGE_COMPLETION_TOKENS_ATTRIBUTE]: 18,
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[OPENAI_RESPONSE_ID_ATTRIBUTE]: 'resp_stream_456',
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[OPENAI_RESPONSE_ID_ATTRIBUTE]: 'chatcmpl-mock123',
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[OPENAI_RESPONSE_MODEL_ATTRIBUTE]: 'gpt-3.5-turbo',
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[OPENAI_RESPONSE_TIMESTAMP_ATTRIBUTE]: '2023-03-01T06:31:28.000Z',
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[OPENAI_USAGE_COMPLETION_TOKENS_ATTRIBUTE]: 15,
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[OPENAI_USAGE_PROMPT_TOKENS_ATTRIBUTE]: 10,
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[OPENAI_RESPONSE_ID_ATTRIBUTE]: 'resp_mock456',
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[OPENAI_RESPONSE_MODEL_ATTRIBUTE]: 'gpt-3.5-turbo',
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[OPENAI_RESPONSE_TIMESTAMP_ATTRIBUTE]: '2023-03-01T06:31:30.000Z',
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[OPENAI_RESPONSE_ID_ATTRIBUTE]: 'chatcmpl-stream-123',
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[OPENAI_RESPONSE_MODEL_ATTRIBUTE]: 'gpt-4',
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[OPENAI_RESPONSE_TIMESTAMP_ATTRIBUTE]: '2023-03-01T06:31:40.000Z',
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[OPENAI_USAGE_COMPLETION_TOKENS_ATTRIBUTE]: 18,
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[OPENAI_RESPONSE_ID_ATTRIBUTE]: 'chatcmpl-mock123',
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[OPENAI_RESPONSE_MODEL_ATTRIBUTE]: 'gpt-3.5-turbo',
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[OPENAI_RESPONSE_TIMESTAMP_ATTRIBUTE]: '2023-03-01T06:31:28.000Z',
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[OPENAI_USAGE_COMPLETION_TOKENS_ATTRIBUTE]: 15,
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[GEN_AI_USAGE_OUTPUT_TOKENS_ATTRIBUTE]: 15,
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[GEN_AI_USAGE_TOTAL_TOKENS_ATTRIBUTE]: 25,
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[OPENAI_RESPONSE_ID_ATTRIBUTE]: 'chatcmpl-mock123',
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[OPENAI_RESPONSE_MODEL_ATTRIBUTE]: 'gpt-3.5-turbo',
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[OPENAI_RESPONSE_TIMESTAMP_ATTRIBUTE]: '2023-03-01T06:31:28.000Z',
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[OPENAI_USAGE_COMPLETION_TOKENS_ATTRIBUTE]: 15,
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[OPENAI_USAGE_PROMPT_TOKENS_ATTRIBUTE]: 10,
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