[8.x] [ML] Adding ChunkingSettings logic and enabling ChunkingSettings for OpenAI embedding endpoints #112074 #113604
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…I embedding endpoints (elastic#112074) * Adding ChunkingSettings logic and enabling ChunkingSettings for OpenAI embedding endpoints * Cleaning up naming in ChunkingSettings logic * Incrementing InferenceIndex version * Removing DefaultChunkingSettings, cleaning up chunking settings class and related tests, add chunking strategy to inference index * Adding check for up to date index mappings when creating an inference endpoint * Fixing transport version conflict * Adding validation for invalid chunking settings inputs and improving error messaging * Reverting SystemIndexMappingUpdateService changes and adding error messaging on mixed cluster exception
elasticsearchmachine
added
v8.16.0
needs:triage
dan-rubinstein
added
>enhancement
:ml
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This change introduces:
These features are currently hidden behind a feature flag for 8.16.
Note: Chunking currently only runs when large documents are ingested to an index with an inference field.
Backport of #112074