Add Mixedbread AI Rerank support #140477
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Add Mixedbread AI Rerank support #140477
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elasticsearchmachine
added
v9.4.0
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RERANK
request put {{base-url}}/_inference/rerank/mixedbread
{ "service": "mixedbread", "service_settings": { "api_key": "{{mb-api-key}}", "model_id": "mixedbread-ai/mxbai-rerank-xsmall-v1" }, "task_settings": { "return_documents": true, "top_k": 1 } }response
{ "inference_id": "mixedbread", "task_type": "rerank", "service": "mixedbread", "service_settings": { "model_id": "mixedbread-ai/mxbai-rerank-xsmall-v1", "rate_limit": { "requests_per_minute": 240 } }, "task_settings": { "return_documents": true } }request post {{base-url}}/_inference/rerank/mixedbread
{ "input": ["Luke", "like", "leia", "chewy","r2d2", "star", "wars"], "query": "star wars main character", "top_n": 2, "return_documents": true }response
{ "rerank": [ { "index": 0, "relevance_score": 0.083740234, "text": "Luke" }, { "index": 2, "relevance_score": 0.06994629, "text": "leia" } ] }