Enrichment Proposal

[knepprath]

What this PR does

This pull request introduces a major new feature: an enrichment pipeline that fetches, summarizes, and embeds page content for bookmarks, enabling deeper and more relevant search results using page context. The CLI and documentation are updated to support and explain this new workflow, including a new mindmark enrich command and the ability to display relevant excerpts in search results.

Why

We can improve the accuracy of searching your bookmarks by augmenting the index with a summary of the content on the page.

How to test

You can use the --excerpt flag to demonstrate what content from the enriched summary informed the match.

mindmark enrich
mindmark find "search string" --excerpt

Checklist

• Tests pass (pytest -q)
• New behavior is covered by tests (if applicable)
• README or docs updated (if applicable)

[sukanth]

@knepprath we need to bump the version here to the next version for the build to go through when its merged https://github.com/knepprath/mindmark/blob/08f4d172d8a559fd10d02f951b66540f70cc0638/pyproject.toml#L7