PROJECT / Scanned documents, made retrievable
OCR to RAG Pipeline
A five stage pipeline (PDF, image, preprocessing, OCR, structuring) converting scanned documents into clean, vector store ready JSON for downstream RAG ingestion.
Illustrative architecture
- Stages
- 5
- Input
- Scanned PDF
- Output
- Vector JSON
Selected engineering work by Muhammad Mubashir, showcased by Retrieva Labs. Figures and scope reflect the existing project notes. The evidence section explains what is available to review.
A useful outcome starts here.
A five stage pipeline (PDF, image, preprocessing, OCR, structuring) converting scanned documents into clean, vector store ready JSON for downstream RAG ingestion.
Project notes, with context.
This project overview is drawn from the existing portfolio notes. Client source code, demonstrations and evaluation artifacts are not published here.