spring-projects / spring-projects/spring-ai

希望未来可以支持自定义EmbeddingRequest的input类型

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status: waiting-for-triage
Dominant language
Java
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Description

当前进行接口调用无法直接使用org.springframework.ai.openai.api.OpenAiApi#embeddings方法,也没有提供可以自定义的EmbeddingRequest input类型 的方法,既然EmbeddingRequest 使用的泛型,那么以后应该可以支持这样的功能,因为现在调用豆包的embedding多模态模型由于请求参数问题导致不能直接使用SpringAI的接口
curl https://ark.cn-beijing.volces.com/api/v3/embeddings/multimodal
-H "Content-Type: application/json"
-H "Authorization: Bearer $ARK_API_KEY"
-d $'{
"model": "doubao-embedding-vision-250615",
"encoding_format": "float",
"input": [
{
"type": "video_url",
"video_url": {
"url": "https://ark-project.tos-cn-beijing.volces.com/doc_video/ark_vlm_video_input.mp4"
}
},
{
"type": "image_url",
"image_url": {
"url": "https://ark-project.tos-cn-beijing.volces.com/doc_image/tower.png"
}
},
{
"type": "text",
"text": "视频和图片里有什么"
}
]
}'

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start with org.springframework.ai.openai.api.OpenAiApi#embeddings and inspect how EmbeddingRequest represents its input type. Compare that request shape with the multimodal embedding payload shown in the issue, including video_url, image_url, and text entries. Done means the embeddings API can accept a customizable input type for this request without losing the existing use case.

Written by the indexing model from the issue text.

Assessment

Tech stack
java, spring
Domain
ai, api
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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