OEM Image Ingest

Import and process vehicle OEM images into both RAG systems

EKIS-ZERO OEM Image Ingestion

Multi-Index

Text extraction + chunking via Docling. Embeds with multilingual-e5-large (1024-dim). Vectors to ekis-oem-images Pinecone index. Chunks stored in Aurora OemImageChunk table.

EKIS-ONE OEM Image Ingestion

Unified Multimodal

2-pass ingestion: PDF chunks (6-page segments) + individual page images via Gemini Embedding 2 (3072-dim). Vectors to unified ekis-one Pinecone index.

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