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Rewrite NLWEB documentation with comprehensive content - #2

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baverkral04 with Copilot wants to merge 2 commits into
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copilot/fix-nlweb-documentation
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Rewrite NLWEB documentation with comprehensive content#2
baverkral04 with Copilot wants to merge 2 commits into
mainfrom
copilot/fix-nlweb-documentation

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Copilot AI commented Feb 15, 2026

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The NLWEB.md file contained only placeholder content (title, "Some text here", and a localhost iframe). Replaced with full documentation explaining NLWeb's purpose and applicability to data wrangling workflows.

Changes

  • Core content: Documented NLWeb as Microsoft's open-source natural language web interface project, explaining conversational querying, structured data integration (Schema.org, RSS, JSON-LD), and LLM/vector database flexibility

  • Wrangles context: Added "Why NLWeb for Wrangles?" section connecting natural language interfaces to data transformation discovery, with example queries like "How can I extract addresses from text?" and "Show me examples of standardizing phone numbers"

  • Use cases: Segmented by persona (Data Engineers, Business Analysts, Developers) with specific workflows for each

  • Resources: Linked to official NLWeb site, GitHub repo, and Microsoft announcement

  • Title casing: Fixed "Nlweb""NLWeb"

Preview

NLWeb documentation page

The documentation now provides actionable context for how natural language interfaces enhance documentation discovery and AI-agent accessibility for Wrangles workflows.

Original prompt

This section details on the original issue you should resolve

<issue_title>Fix NLWeb</issue_title>
<issue_description>under the docs/NLWEB.md file, it is pretty bad. i want to add what NLWEB is in general and what it does</issue_description>

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Co-authored-by: baverkral04 <185344046+baverkral04@users.noreply.github.com>
Copilot AI changed the title [WIP] Fix NLWeb documentation to clarify purpose Rewrite NLWEB documentation with comprehensive content Feb 15, 2026
Copilot AI requested a review from baverkral04 February 15, 2026 20:51
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Fix NLWeb

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