[8.x] Add max.chunks to EmbeddingRequestChunker to prevent OOM (#123150) #126383
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) * add max number of chunks * wire merge function * implement sparse merge function * move tests to correct package/file * float merge function * bytes merge function * more accurate byte average * spotless * Fix/improve EmbeddingRequestChunkerTests * Remove TODO * remove unnecessary field * remove Chunk generic * add TODO * Remove specialized chunks * add comment * Update docs/changelog/123150.yaml * update changelog (cherry picked from commit a503497) # Conflicts: # x-pack/plugin/core/src/main/java/org/elasticsearch/xpack/core/inference/results/SparseEmbeddingResults.java # x-pack/plugin/core/src/main/java/org/elasticsearch/xpack/core/inference/results/TextEmbeddingByteResults.java # x-pack/plugin/core/src/main/java/org/elasticsearch/xpack/core/inference/results/TextEmbeddingFloatResults.java # x-pack/plugin/inference/src/test/java/org/elasticsearch/xpack/inference/services/amazonbedrock/AmazonBedrockServiceTests.java # x-pack/plugin/inference/src/test/java/org/elasticsearch/xpack/inference/services/cohere/action/CohereEmbeddingsActionTests.java # x-pack/plugin/inference/src/test/java/org/elasticsearch/xpack/inference/services/googleaistudio/action/GoogleAiStudioEmbeddingsActionTests.java # x-pack/plugin/inference/src/test/java/org/elasticsearch/xpack/inference/services/huggingface/action/HuggingFaceActionCreatorTests.java # x-pack/plugin/inference/src/test/java/org/elasticsearch/xpack/inference/services/openai/action/OpenAiEmbeddingsActionTests.java # x-pack/plugin/inference/src/test/java/org/elasticsearch/xpack/inference/services/voyageai/VoyageAIServiceTests.java # x-pack/plugin/inference/src/test/java/org/elasticsearch/xpack/inference/services/voyageai/action/VoyageAIActionCreatorTests.java # x-pack/plugin/inference/src/test/java/org/elasticsearch/xpack/inference/services/voyageai/action/VoyageAIEmbeddingsActionTests.java
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