├── .cursor └── rules │ ├── repo.mdc │ └── streamlit_in_snowflake.mdc ├── .gitignore ├── Business Intelligence Dashboard ├── data │ └── creation_script.sql ├── environment.yml ├── streamlit_app.py └── utils.py ├── CICD using snowcli ├── .github │ └── workflows │ │ ├── dev.yml │ │ └── main.yml ├── README.md ├── assets │ └── cicd.png ├── dev │ ├── config.toml │ ├── environment.yml │ ├── snowflake.yml │ └── streamlit_app.py └── prod │ ├── config.toml │ ├── environment.yml │ ├── snowflake.yml │ └── streamlit_app.py ├── CSS Based Widget Customization ├── README.md ├── assets │ └── css-customization.png ├── common.py ├── environment.yml ├── home │ └── home.py ├── layouts │ ├── containers.py │ ├── dialogs.py │ ├── expanders.py │ └── tabs.py ├── static │ ├── buttons_tree.html │ └── main_structures.html ├── streamlit_app.py └── widgets │ ├── buttons.py │ ├── headers.py │ └── sliders.py ├── Chat app using Snowflake Cortex ├── README.md ├── assets │ └── simple_cortex_app.png ├── environment.yml └── streamlit_app.py ├── Custom UI - CSS and HTML ├── README.md ├── assets │ ├── app_preview_static.png │ └── custom_ui_app.gif ├── data │ └── creation_script.sql ├── environment.yml ├── snowflake_logo.png └── streamlit_app.py ├── Customer Engagement App ├── README.md ├── assets │ ├── StreamingEdu_Data.csv │ └── app.png ├── environment.yml └── streamlit_app.py ├── DeepSeek-R1 chatbot ├── README.md ├── assets │ └── app.png ├── environment.yml └── streamlit_app.py ├── External Access - Chat app using 3rd party LLM ├── README.md ├── assets │ └── external-access.png ├── environment.yml └── streamlit_app.py ├── Forecasting and Anomaly Detection ├── README.md ├── assets │ ├── anomalies.png │ └── forecast.png ├── components.py ├── data │ ├── creation_script.sql │ └── holidays.csv ├── environment.yml ├── streamlit_app.py └── utils.py ├── Github Popularity Insights ├── README.md ├── assets │ ├── stars_over_time.png │ └── top_starred.png ├── components.py ├── data │ └── creation_script.sql ├── environment.yml ├── streamlit_app.py └── utils.py ├── H3 Filtering of Local Attributes ├── README.md ├── assets │ ├── country_names_code.csv │ ├── gradient.png │ └── main.png ├── environment.yml ├── streamlit_app.py └── utils │ ├── __main__.py │ ├── data_access.py │ ├── helpers.py │ └── widgets.py ├── H3 Mapping and Timeseries Visualization ├── README.md ├── assets │ ├── app.png │ └── comparison.png ├── environment.yml └── streamlit_app.py ├── Inventory Tracker ├── README.md ├── assets │ ├── charts.png │ └── inventory_table.png ├── data │ └── creation_script.sql └── main.py ├── Key Metrics App ├── README.md ├── assets │ └── app.png ├── environment.yml ├── streamlit_app.py └── utils │ ├── __main__.py │ ├── chart.py │ ├── component_actions.py │ ├── components.py │ ├── data_retrieval.py │ └── query_texts.py ├── LICENSE ├── LLM Chat Model Comparison ├── README.md ├── assets │ └── app.png ├── environment.yml └── streamlit_app.py ├── LLM Email Generator ├── README.md ├── assets │ ├── email_body.png │ ├── email_generator.png │ ├── updated_email_output.png │ └── updated_generator.png ├── environment.yml └── streamlit_app.py ├── LLM Evaluation ├── .streamlit │ └── secrets.toml ├── README.md ├── app_pages │ ├── account.py │ ├── conversation_analysis.py │ └── user_management.py ├── assets │ ├── account.png │ ├── analysis.png │ ├── folder_app_pages.png │ ├── folder_root.png │ ├── folder_ui.png │ ├── folder_utils.png │ ├── main.png │ └── user.png ├── data │ └── creation_script.sql ├── environment.yml ├── snowflake.yml ├── streamlit_app.py ├── ui │ ├── components.py │ └── modals.py └── utils │ ├── pages.py │ ├── queries.py │ └── utils.py ├── LLM Usage Dashboard ├── README.md ├── assets │ ├── cortex_analyst_history.png │ ├── cortex_history.png │ ├── cortex_query_history.png │ ├── cortex_search_history.png │ └── date_filter.png └── streamlit_app.py ├── Language Usage Insights ├── README.md ├── assets │ ├── chart.png │ ├── chart_settings.png │ ├── enable_directory.png │ ├── heatmap_chart.png │ ├── left_menu.png │ ├── look_for_database.png │ ├── look_for_database2.png │ ├── select_warehouse.png │ ├── streamlit_app.png │ └── upload_file.png ├── components.py ├── data │ ├── country_information.csv │ ├── creation_script.sql │ └── locale_usage.csv ├── environment.yml ├── locale_list.py ├── streamlit_app.py └── utils.py ├── Logging and Tracing ├── README.md ├── assets │ ├── log_page.png │ └── trace_page.png ├── data │ └── creation_script.sql ├── environment.yml ├── pages.py ├── streamlit_app.py ├── tracing.py └── utils.py ├── Named Entity Recognition ├── README.md ├── assets │ └── spacy.png ├── data │ └── creation_script.sql ├── environment.yml └── streamlit_app.py ├── PREVIEW: Bidirectional Custom Components ├── README.md ├── data │ └── airline-safety.csv ├── environment.yml ├── pages │ ├── AgGrid_Demo.py │ ├── Echarts_Demo.py │ └── Options_Menu_Demo.py └── streamlit_app.py ├── Points Polygons and H3 visualisation ├── README.md └── streamlit_app.py ├── README.md ├── Retrieval Augmented Generation (RAG) ├── README.md ├── assets │ └── main_app.png ├── data │ └── creation_script.sql ├── docs │ ├── Mondracer_Infant_Bike.pdf │ ├── Premium_Bicycle_User_Guide.pdf │ ├── Ski_Boots_TDBootz_Special.pdf │ └── The_Ultimate_Downhill_Bike.pdf ├── environment.yml └── streamlit_app.py ├── SQL Query Optimizer App using Snowflake Cortex ├── README.md ├── environment.yml ├── sql-query-optimizer.png └── streamlit_app.py ├── Sentiment Analysis using NLTK ├── README.md ├── assets │ ├── Twitter_Airlines_Sentiment_Data.csv │ ├── analysis results sentiment.png │ ├── analysis results.png │ ├── app.png │ ├── bigram counts.png │ ├── noun-phrases counts.png │ ├── raw tweets.png │ ├── term counts.png │ ├── trigrams counts.png │ ├── tweets.png │ └── word counts.png ├── environment.yml ├── streamlit_app.py └── utils │ ├── __init__.py │ ├── data_access.py │ ├── helpers.py │ ├── nltk_manager.py │ ├── rendering.py │ └── tweet_manipulation.py ├── Snowflake Account Usage Monitoring ├── README.md ├── assets │ ├── credits.gif │ ├── data_transfer.png │ └── storage.png ├── components.py ├── data │ └── creation_script.sql ├── data_transfer_page.py ├── environment.yml ├── pages.py ├── processing.py ├── queries.py ├── storage_page.py └── streamlit_app.py ├── Streamlit in Snowflake Usage Monitoring ├── README.md ├── assets │ ├── account_level.png │ └── app_level.png ├── pages │ └── app_level_metrics.py └── streamlit_app.py ├── User Retention Analytics App ├── README.md ├── assets │ ├── cohort_chart.png │ ├── enable_directory.png │ ├── left_menu.png │ ├── look_for_database.png │ ├── look_for_database2.png │ ├── power_curve.png │ ├── select_warehouse.png │ ├── streamlit_app.png │ └── upload_file.png ├── components.py ├── data │ ├── creation_script.sql │ ├── product_1_activity_by_day.csv │ ├── product_1_retention_by_month.csv │ ├── product_1_retention_by_week.csv │ ├── product_2_activity_by_day.csv │ ├── product_2_retention_by_month.csv │ ├── 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