Add conditinal support for logging errors in observation Span
- Useful for not Web apps. - Introduce ErrorLoggingObservationHandler for tracing errors across various AI contexts - Add error logging configuration option to ChatObservationProperties - Include ErrorLoggingObservationHandler bean in ChatObservationAutoConfiguration - Update docs Resolves #1440
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Mark Pollack
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@@ -106,13 +106,14 @@ The chat prompt and completion data are typically too big to be included in an o
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The preferred way to store large data it is as span events, which are supported by OpenTelemetry but not yet surfaced through the Micrometer APIs.
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Spring AI supports storing these fields as events in OpenTelemetry and will provide a more general event based solution once the issue https://github.com/micrometer-metrics/micrometer/issues/5238 is resolved.
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[cols="6,3,1"]
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|====
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| Property | Description | Default
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| `spring.ai.chat.observations.include-prompt` | `true` or `false` | `false`
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| `spring.ai.chat.observations.include-completion` | `true` or `false` | `false`
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| `spring.ai.chat.observations.include-prompt` | Include the prompt content in observations. `true` or `false` | `false`
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| `spring.ai.chat.observations.include-completion` | Include the completion content in observations. `true` or `false` | `false`
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| `spring.ai.chat.observations.include-error-logging` | Include error logging in observations. `true` or `false` | `false`
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|====
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== EmbeddingModel
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NOTE: Observability features are currently supported only for ChatModel and EmbeddingModel implementations from the following AI model providers: OpenAI, Ollama, Anthropic, and Mistral. Additional AI model providers will be supported in a future release.
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