Egor/readme whats new 0.2

[ZmeiGorynych]

Highlight key features added since v0.1.0: cross-model measures, multistage queries, dynamic joins with diamond support, model filters, DuckDB (Tier 1), query introspection, simpler query syntax, and SQL-style filters. Add Tutorials section linking to the docs/examples Jupyter notebooks. Promote DuckDB to CI-tested in the dialects list.

Summary by CodeRabbit

• Documentation
  • Added "What's new since 0.1" section highlighting new capabilities including cross-model measures, multistage queries, dynamic joins with disambiguation, always-applied filters, DuckDB support, query introspection, and simplified syntax.
  • Expanded SQL dialect support to 14.
  • Added tutorials section with links to example Jupyter notebooks covering various features and use cases.

[coderabbitai]

📝 Walkthrough

Walkthrough

The README was updated to document new capabilities introduced in version 0.1 and later, including advanced query features, multi-model support, and database compatibility. A new Tutorials section references Jupyter notebook examples organized by topic. The SQL dialect support count was increased from 13 to 14.

Changes

Cohort / File(s)	Summary
Documentation README.md	Added "What's new since 0.1" section documenting cross-model measures, multistage queries, dynamic joins with diamond-path disambiguation, model filters, DuckDB support, query introspection, simplified string-based syntax, and SQL-style filters. Added "Tutorials" section with topic-to-notebook mapping. Updated SQL dialect count from 13 to 14.

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~3 minutes

Poem

🐰 Hop, hop—our docs now bloom and grow,
New features dance in a brilliant show,
From diamond paths to DuckDB's grace,
Tutorials guide with a warm embrace!

🚥 Pre-merge checks | ✅ 3

✅ Passed checks (3 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title 'Egor/readme whats new 0.2' refers to the main change—adding a 'What's new since 0.1' section to the README highlighting v0.2 features and a Tutorials section.
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 egor/readme-whats-new-0.2

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[coderabbitai]

🧹 Nitpick comments (1)

README.md (1)

389-396: Consider linking directly to notebook files (or hosted docs pages).

Line 389–396 currently links to folders. Switching to explicit .ipynb files (or stable docs URLs) usually gives a more predictable click path across GitHub/PyPI/docs renderers.

🤖 Prompt for AI Agents

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

In `@README.md` around lines 389 - 396, The README table currently links to
directory paths (e.g., docs/examples/02_sql_vs_dsl/,
docs/examples/03_auto_ingest/, etc.); update each link to point to the explicit
notebook file or stable hosted docs URL (for example replace
docs/examples/02_sql_vs_dsl/ with the exact .ipynb file or the canonical docs
page for "SQL vs DSL") so clicks open the notebook/page directly; ensure each
target exists in the repo or docs site and keep the visible link text (e.g.,
"SQL vs DSL", "Auto-Ingestion", "Time Operations", "Joins", "Joined Measures",
"Multistage Queries") unchanged.

🤖 Prompt for all review comments with AI agents

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

Nitpick comments:
In `@README.md`:
- Around line 389-396: The README table currently links to directory paths
(e.g., docs/examples/02_sql_vs_dsl/, docs/examples/03_auto_ingest/, etc.);
update each link to point to the explicit notebook file or stable hosted docs
URL (for example replace docs/examples/02_sql_vs_dsl/ with the exact .ipynb file
or the canonical docs page for "SQL vs DSL") so clicks open the notebook/page
directly; ensure each target exists in the repo or docs site and keep the
visible link text (e.g., "SQL vs DSL", "Auto-Ingestion", "Time Operations",
"Joins", "Joined Measures", "Multistage Queries") unchanged.

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ℹ️ Review info

⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro

Run ID: d3618aaf-c92a-4983-a003-bb7c3a8d45d0

📥 Commits

Reviewing files that changed from the base of the PR and between 2a61051 and 1d1b477.

📒 Files selected for processing (1)

• README.md