Snowflake-Labs/sf-samples
Nov 2024 – Dec 2024
2 Months active
Languages Used
MarkdownPythonSQLTOMLYAML
Technical Skills
Cortex AnalystData VisualizationFull Stack DevelopmentLLM FunctionsLLM IntegrationPython
Stanisław Gołębiewski
PROFILE
Stanisław Gołębiewski
Worked on the Snowflake-Labs/sf-samples repository to deliver an advanced Cortex Analyst demo, building a Streamlit-based application that enables natural language data conversations, visualizations, and query sharing within Snowflake. Integrated large language model functions for text summarization, plot suggestions, and follow-up question generation, while refactoring the codebase and documentation to improve reliability and usability. Enhanced security and robustness by dynamically fetching session credentials, refactoring SQL creation, and implementing SQL injection prevention techniques. Addressed query saving issues involving special characters by using dollar-sign delimited strings. Utilized Python and SQL extensively, focusing on database management, data visualization, and secure full stack development.
Overall Statistics
Feature vs Bugs
67%Features
Repository Contributions
4Total
Bugs
1
Commits
4
Features
2
Lines of code
2,419
Activity Months2
Your Network
378 peopleWork History
December 2024
2 Commits • 1 Features
Dec 1, 2024December 2024: Snowflake-Labs sf-samples delivers reliability and security enhancements with a focus on robust data-sourcing workflows and safer query handling. Key improvements center on saving queries with prompts that include quotes and strengthening the Cortex Analyst demo for secure Snowflake integration.
2 Commits • 1 Features
Dec 1, 2024December 2024: Snowflake-Labs sf-samples delivers reliability and security enhancements with a focus on robust data-sourcing workflows and safer query handling. Key improvements center on saving queries with prompts that include quotes and strengthening the Cortex Analyst demo for secure Snowflake integration.
December 2024
November 2024
2 Commits • 1 Features
Nov 1, 2024Monthly summary for 2024-11 focusing on the Snowflake-Sf-samples Cortex Analyst Advanced Demo. Delivered a Streamlit-based Snowflake demo enabling natural language data conversations, visualizations, and saving/sharing queries. Integrated LLM-powered text summarization, plot suggestions, and follow-up question generation. Refactored codebase and improved documentation to boost reliability and usability.
November 2024
2 Commits • 1 Features
Nov 1, 2024Monthly summary for 2024-11 focusing on the Snowflake-Sf-samples Cortex Analyst Advanced Demo. Delivered a Streamlit-based Snowflake demo enabling natural language data conversations, visualizations, and saving/sharing queries. Integrated LLM-powered text summarization, plot suggestions, and follow-up question generation. Refactored codebase and improved documentation to boost reliability and usability.
Activity
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Quality Metrics
Correctness87.6%
Maintainability87.6%
Architecture87.6%
Performance80.0%
AI Usage37.6%
Skills & Technologies
Programming Languages
MarkdownPythonSQLTOMLYAML
Technical Skills
Bug FixingCortex AnalystData VisualizationDatabase ManagementFull Stack DevelopmentLLM FunctionsLLM IntegrationPythonSQLSQL Injection PreventionSnowSQLSnowflakeStreamlit
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