How AI Reads Data
Why larger "Context Windows" don't solve memory issues.
Standard Text RAG
File1_data: John bought a car. File2_data: It was red. File3_data: He paid 5000...
File400_data: He lives in NY...
File999_data: The car needs oil...
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The "Text Wall" (Inefficient)
AI is forced to read everything like a giant novel to find one specific fact. It gets "lost in the middle."
VS
Native Multimodal DB
Img_01
Doc_A
Row_5
Row_6
Vid_B
Doc_C
Img_02
Row_9
Img_03
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Structured Retrieval (Efficient)
AI queries structured data and raw native formats directly, like an index. Near 100% accurate recall.