docs: add showcase examples with screenshots for examples page

[arora-saurabh448]

Summary

• Replace generic bulleted grid cards with six detailed showcase examples, each with a real prompt and screenshot
• Examples added: NYC Taxi, Olist E-Commerce, Global CO2 Explorer, Spotify Analytics Migration, US Home Sales Data Science, and Snowflake vs Databricks Benchmark

Test plan

• Verify all six screenshot images render correctly on the examples page
• Confirm page layout and card formatting looks correct

🤖 Generated with Claude Code

Summary by CodeRabbit

Documentation

• Updated examples with six new real-world scenarios: NYC Taxi Coverage Dashboard, Olist E-Commerce Analytics Pipeline, Global CO2 & Climate Explorer, Spotify Analytics Pipeline Migration, US Home Sales Data Science Dashboard, and Snowflake vs Databricks Deployment Benchmark. Each includes updated technology stacks and visual references.

[claude]

Claude Code Review

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[coderabbitai]

📝 Walkthrough

Walkthrough

The documentation's example section was restructured, replacing a grid-based HTML layout with markdown sections. Six outdated example topics covering dbt automation, Snowflake debugging, and migration workflows were replaced with six new examples spanning taxi analytics, e-commerce pipelines, climate data, and deployment comparisons.

Changes

Cohort / File(s)	Summary
Documentation Examples Update docs/docs/examples/index.md	Replaced six outdated examples with six new use case examples. Converted HTML grid layout to markdown sections. Each new example includes updated technology stacks, a Prompt block, and image references (NYC Taxi, Olist E-Commerce, CO2 Climate, Spotify Analytics, US Home Sales, Snowflake vs Databricks).

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

Poem

🐰 The docs hop forward, examples bright,
Six new tales under spotlight,
From taxis, commerce, climate air,
To analytics beyond compare,
Markdown neat, the grid's now gone,
Documentation carries on! 📚✨

🚥 Pre-merge checks | ✅ 3

✅ Passed checks (3 passed)

Check name	Status	Explanation
Title check	✅ Passed	The title directly matches the main change: replacing generic cards with showcase examples that include screenshots on the examples page.
Description check	✅ Passed	The description covers the summary and test plan sections from the template, though the checklist section is missing and test items are not marked as complete.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

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✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch chore/add-examples

📝 Coding Plan

• Generate coding plan for human review comments

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[coderabbitai]

Actionable comments posted: 1

🤖 Prompt for all review comments with AI agents

Verify each finding against the current code and only fix it if needed.

Inline comments:
In `@docs/docs/examples/index.md`:
- Line 61: Update the phrasing to hyphenate the compound modifiers: change "data
science style charts" to "data-science-style charts" and "BI style charts" to
"BI-style charts" in the index.md content so the compound adjectives correctly
modify "charts".

🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

• Push a commit to this branch (recommended)
• Create a new PR with the fixes

---

ℹ️ Review info

⚙️ Run configuration

Configuration used: Repository UI

Review profile: CHILL

Plan: Pro

Run ID: 693aa1a5-354b-434b-84af-3678438524d2

📥 Commits

Reviewing files that changed from the base of the PR and between 53c38a8 and 043395f.

⛔ Files ignored due to path filters (6)

• docs/docs/assets/images/ADF_Snowflake_Pipeline.png is excluded by !**/*.png
• docs/docs/assets/images/dbrx_snowflake_benchmark.png is excluded by !**/*.png
• docs/docs/assets/images/global_co_explorer.png is excluded by !**/*.png
• docs/docs/assets/images/nyc_taxi.png is excluded by !**/*.png
• docs/docs/assets/images/spotify_analytics.png is excluded by !**/*.png
• docs/docs/assets/images/us_home_sales.png is excluded by !**/*.png

📒 Files selected for processing (1)

• docs/docs/examples/index.md

[coderabbitai]

⚠️ Potential issue | 🟡 Minor

Fix compound modifier hyphenation.

The phrases "data science style charts" and "BI style charts" should use hyphens to join the compound modifiers before the noun. As per static analysis hints, compound modifiers require hyphenation.

📝 Proposed fix

-> Download all available public US home sales data sets. Process and merge them into a unified format. Perform advanced data science on it to bring to the surface interesting insights. K-means, OLS regressions, and more. Build a single interactive dashboard with data science style charts, think violin plots, Q-Q plots and lollipop charts. Use a R/ggplot2 aesthetic. No BI style charts.
+> Download all available public US home sales data sets. Process and merge them into a unified format. Perform advanced data science on it to bring to the surface interesting insights. K-means, OLS regressions, and more. Build a single interactive dashboard with data-science-style charts, think violin plots, Q-Q plots and lollipop charts. Use a R/ggplot2 aesthetic. No BI-style charts.

📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change

	> Download all available public US home sales data sets. Process and merge them into a unified format. Perform advanced data science on it to bring to the surface interesting insights. K-means, OLS regressions, and more. Build a single interactive dashboard with data science style charts, think violin plots, Q-Q plots and lollipop charts. Use a R/ggplot2 aesthetic. No BI style charts.
	> Download all available public US home sales data sets. Process and merge them into a unified format. Perform advanced data science on it to bring to the surface interesting insights. K-means, OLS regressions, and more. Build a single interactive dashboard with data-science-style charts, think violin plots, Q-Q plots and lollipop charts. Use a R/ggplot2 aesthetic. No BI-style charts.

🧰 Tools

🪛 LanguageTool

[grammar] ~61-~61: Use a hyphen to join words.
Context: ... interactive dashboard with data science style charts, think violin plots, Q-Q pl...

(QB_NEW_EN_HYPHEN)

---

[grammar] ~61-~61: Use a hyphen to join words.
Context: ...charts. Use a R/ggplot2 aesthetic. No BI style charts. ![US Home Sales Dashboard...

(QB_NEW_EN_HYPHEN)

🤖 Prompt for AI Agents

Verify each finding against the current code and only fix it if needed.

In `@docs/docs/examples/index.md` at line 61, Update the phrasing to hyphenate the
compound modifiers: change "data science style charts" to "data-science-style
charts" and "BI style charts" to "BI-style charts" in the index.md content so
the compound adjectives correctly modify "charts".

[dev-punia-altimate]

✅ Tests — All Passed

TypeScript — passed

cc @arora-saurabh448
_{Tested at 043395f5 | Run log | Powered by QA Autopilot}

[arora-saurabh448]

lgtm!