[BOT ISSUE] Spring AI instrumentation limited to OpenAI and Anthropic chat models; no embedding model support

Bắt đầu với BraintrustSpringAI.java và BraintrustObservationHandler.java, sau đó xem xét hai mô-đun auto-instrumentation và BraintrustSpringAITest.java. Xác định cách các provider Spring AI được liệt kê và EmbeddingModelObservationContext cần được hỗ trợ; được coi là hoàn thành khi các lệnh gọi chat và embedding được hỗ trợ tạo ra các span ожидаed, với các bài kiểm thử bao quát hành vi được thêm vào.

Summary

The Spring AI instrumentation module (springai_1_0_0) only wraps OpenAiChatModel.Builder and AnthropicChatModel.Builder. All other Spring AI chat model providers — including Google Vertex AI Gemini, Mistral, AWS Bedrock, and Azure OpenAI — are silently passed through with no instrumentation. Additionally, Spring AI's EmbeddingModel interface is not instrumented for any provider.

Unlike the analogous LangChain4j gap (#60), unsupported Spring AI providers generally cannot fall through to this repo's direct SDK auto-instrumentation modules. Spring AI providers use their own HTTP transport layers (Spring RestClient, Google Cloud libraries, Azure SDK, AWS SDK) rather than the upstream provider SDKs that the auto-instrumentation modules target (com.openai:openai-java, com.anthropic:anthropic-java, com.google.genai).

What is missing

1. Chat model providers beyond OpenAI and Anthropic

BraintrustSpringAI.wrap() (lines 17–39) checks the builder class name against two hardcoded strings:

private static final String OPENAI_BUILDER_CLASS =
        "org.springframework.ai.openai.OpenAiChatModel$Builder";
private static final String ANTHROPIC_BUILDER_CLASS =
        "org.springframework.ai.anthropic.AnthropicChatModel$Builder";

Unrecognized builders are returned unmodified with a log.info() message. No BraintrustObservationHandler is registered, so no spans are created.

The most impactful missing providers:

The auto-instrumentation modules (SpringAIOpenAIInstrumentationModule, SpringAIAnthropicInstrumentationModule) similarly only register ByteBuddy advice for the two known builder classes.

2. Embedding model instrumentation

BraintrustObservationHandler implements ObservationHandler<ChatModelObservationContext> only. Spring AI also fires observations for embedding calls via EmbeddingModelObservationContext, but no handler is registered for these. This means all Spring AI embedding calls — including OpenAI and Anthropic embeddings through Spring AI — produce no Braintrust spans.

Spring AI's EmbeddingModel interface is implemented by OpenAiEmbeddingModel, VertexAiEmbeddingModel, BedrockEmbeddingModel, and others.

Braintrust docs status

• Spring AI is not mentioned on the Braintrust integrations page at https://www.braintrust.dev/docs/integrations/ai-providers: not_found
• No Spring AI-specific documentation exists for the Java SDK

Upstream sources

• Spring AI supported models: https://docs.spring.io/spring-ai/reference/api/chatmodel.html — documents 15+ chat model implementations
• Spring AI embedding models: https://docs.spring.io/spring-ai/reference/api/embeddings.html — documents EmbeddingModel interface and implementations for OpenAI, Vertex AI, Bedrock, etc.
• Spring AI observation support: https://docs.spring.io/spring-ai/reference/api/observability.html — documents ChatModelObservationContext and EmbeddingModelObservationContext for Micrometer-based tracing
• Spring AI releases: https://github.com/spring-projects/spring-ai/releases — actively maintained, GA since v1.0.0

Local files inspected

• braintrust-sdk/instrumentation/springai_1_0_0/src/main/java/dev/braintrust/instrumentation/springai/v1_0_0/BraintrustSpringAI.java — lines 17–39 (hardcoded builder class checks; unrecognized builders passed through)
• braintrust-sdk/instrumentation/springai_1_0_0/src/main/java/dev/braintrust/instrumentation/springai/v1_0_0/BraintrustObservationHandler.java — implements ObservationHandler<ChatModelObservationContext> only; no EmbeddingModelObservationContext handler
• braintrust-sdk/instrumentation/springai_1_0_0/src/main/java/dev/braintrust/instrumentation/springai/v1_0_0/OpenAIBuilderWrapper.java — OpenAI-specific tagging
• braintrust-sdk/instrumentation/springai_1_0_0/src/main/java/dev/braintrust/instrumentation/springai/v1_0_0/AnthropicBuilderWrapper.java — Anthropic-specific tagging
• braintrust-sdk/instrumentation/springai_1_0_0/src/main/java/dev/braintrust/instrumentation/springai/v1_0_0/auto/SpringAIOpenAIInstrumentationModule.java — only targets OpenAiChatModel$Builder.build()
• braintrust-sdk/instrumentation/springai_1_0_0/src/main/java/dev/braintrust/instrumentation/springai/v1_0_0/auto/SpringAIAnthropicInstrumentationModule.java — only targets AnthropicChatModel$Builder.build()
• braintrust-sdk/instrumentation/springai_1_0_0/src/test/java/dev/braintrust/instrumentation/springai/v1_0_0/BraintrustSpringAITest.java — parameterized tests only cover OpenAI and Anthropic; no embedding tests exist