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Navigate logical layers of code changes, visualize relationships, and explore their blast radius. No actionable comments were generated in the recent review. 🎉 ℹ️ Recent review info⚙️ Run configurationConfiguration used: Organization UI Review profile: CHILL Plan: Advanced Run ID: 📒 Files selected for processing (2)
Included review availability: This review used your included allowance. Your plan provides up to 10 included reviews per hour; 9 remain after this review. 📝 WalkthroughWalkthroughNL2SQLTool now accepts an optional SQL dialect or infers one from ChangesNL2SQL dialect guidance
Priority: ➖ Normal Severity of issue fixed: Medium Merge Risk: 🟡 Moderate · up to The SQLite URI path still fails during tool construction, before users can access the SQLite guidance added here. Resolve the schema-discovery incompatibility or narrow the supported SQLite path before merging. Security Architecture ReviewSecurity architecture risk: 🔵 Low · up to The new dialect option changes query guidance, not which database the tool connects to or how it validates and executes SQL. No material security regression was identified, though the available evidence does not establish complete coverage. Retained concerns Security review detailsSecurity Blast Radius
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🚥 Pre-merge checks | ✅ 4 | ❌ 1❌ Failed checks (1 warning)
✅ Passed checks (4 passed)
✨ Finishing Touches🧪 Generate unit tests (beta)
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Actionable comments posted: 1
- 🪄 Fix CodeRabbit comments on this PR
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Inline comments:
Review comments at
@lib/crewai-tools/src/crewai_tools/tools/nl2sql/nl2sql_tool.py:
- Line 297: Update _fetch_available_tables to use SQLAlchemy’s dialect-aware
inspector for table and column discovery instead of querying information_schema
directly, so SQLite initialization can discover its schema without failing. Keep
the existing behavior for supported database dialects.
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lib/crewai-tools/src/crewai_tools/tools/nl2sql/README.mdlib/crewai-tools/src/crewai_tools/tools/nl2sql/nl2sql_tool.pylib/crewai-tools/tests/tools/test_nl2sql_dialect_guidance.py
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Related issue
Fixes #7782
Complements #7802, which addresses dialect-aware schema introspection.
Summary
Verification
uv run --package crewai-tools --extra sqlalchemy pytest lib/crewai-tools/tests/tools/test_nl2sql_dialect_guidance.py -q(4 passed)uv run --package crewai-tools --extra sqlalchemy pytest lib/crewai-tools/tests/tools/test_nl2sql_security.py -q -k "not test_dml_actually_persists"(80 passed)nl2sql_tool.pyAdditional context
The complete NL2SQL security file reaches 80 passing tests on Windows, then its pre-existing file-backed SQLite cleanup test fails with
WinError 32while deleting the still-open temporary database. This is tracked separately in #7443 and is unchanged by this PR.This contribution was developed with AI-assisted tooling. The implementation and tests were reviewed and run before submission.
Note
Low Risk
Behavior change is limited to tool metadata/description and an optional constructor field; query validation and execution paths are unchanged.
Overview
NL2SQLTool now tailors agent-facing SQL generation hints to the database dialect instead of leaving the model to guess from the URI alone.
On init, dialect is taken from an optional
dialectargument (normalized) or inferred via SQLAlchemymake_url(db_uri).get_backend_name(). Built-in guidance for PostgreSQL and SQLite is appended to the tooldescription(custom descriptions are kept; guidance is not duplicated on re-instantiation frommodel_dump()). Other backends get a generic dialect-compatible message. The NL2SQL README documents inference and the override example.New tests cover URI inference, explicit override, description preservation, and no duplicate guidance.
Reviewed by Cursor Bugbot for commit ab58677. Bugbot is set up for automated code reviews on this repo. Configure here.