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feat: add pgvector-powered PDF RAG pipeline#2

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hasnatsakil wants to merge 3 commits into
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feature/week2.2-pgvector-pdf
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feat: add pgvector-powered PDF RAG pipeline#2
hasnatsakil wants to merge 3 commits into
mainfrom
feature/week2.2-pgvector-pdf

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Recent pushes were made to the feature/week2.2-pgvector-pdf branch. Please pull the latest changes and compare this branch with main.

This update extends the Pure Python RAG project with a PDF-based RAG workflow using Neon PostgreSQL and pgvector. It adds PDF ingestion, page-aware text extraction, chunk storage, vector similarity search, and CLI-based document chat functionality.

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