Unlock PDF Power with RAG π§
Retrieval Augmented Generation (RAG) transforms static PDFs into AI-ready knowledge. π
Why RAG?
Unleash internal data for AI. π
Supercharge AI onboarding. β‘
Build AI memory with context. π§
The Pipeline:
Process: Digital vs. scanned, structure matters.
Organize: Separate tables, images; add context.
Chunk: Go beyond basic splitting, consider semantics.
Augment: Attach metadata, enrich with context.
Optimize Your System:
Smart agents, refined queries, hybrid search, and post-retrieval enhancements boost accuracy.
Tools:
Unstructured: Extract structured content.
Layout Parser: Understand visual layout.
Pixel: Generate descriptions of images.
Turn PDFs into dynamic AI fuel! π₯
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