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Build a Private AI Notes Assistant

Turn a folder of Markdown notes into a searchable assistant without exposing private drafts.
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# Build a Private AI Notes Assistant
## 1. Collect the source notes
Put project notes, decisions, and snippets in one folder. Remove secrets first, then keep stable filenames so future updates can replace the same documents.
## 2. Chunk and index the text
Split every file into small sections with headings. Store the section text, source path, and heading in a lightweight search index before calling any model.
## 3. Answer with citations
Retrieve the best sections, pass only those sections to the model, and show the source file under every answer so the reader can verify it.
## Checklist
- Confirm the input data is safe to process.
- Keep a human review path for uncertain results.
- Measure the workflow before adding more automation.
Start with read-only answers. Add editing or automation only after the assistant proves it can cite the right source material.
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