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### Changes
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- Memory: add a core OpenAI-compatible embedding provider for local and hosted OpenAI-style endpoints, with config, doctor, and docs support. (#85269) Thanks @dutifulbob.
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- Plugin SDK: mark memory-specific embedding provider registration as deprecated compatibility and surface non-bundled usage in plugin compatibility diagnostics. (#85072) Thanks @mbelinky.
| `plugin-sdk/memory-core-host-engine-foundation` | Memory host foundation engine exports |
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| `plugin-sdk/memory-core-host-engine-embeddings` | Memory host embedding contracts, registry access, local provider, and generic batch/remote helpers |
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| `plugin-sdk/memory-core-host-engine-embeddings` | Memory host embedding contracts, registry access, local provider, and generic batch/remote helpers. `registerMemoryEmbeddingProvider` on this surface is deprecated; use the generic embedding provider API for new providers. |
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