Enhance vector_search_and_summary function in app.py to include additional account relation data in the output. Update Gradio UI to display the new related information in a JSON format, improving user interaction and data visibility.

Update app.py to enable mcp_server during demo launch, enhancing server capabilities.

Refactor app.py to enhance logging and improve client initialization. Update date extraction logic to streamline date parsing and ensure accurate handling of various formats. Implement helper functions for better code organization and clarity.

Fix indentation in date extraction logic to ensure proper execution of regex matching for MM/DD and MM-DD formats in app.py.

Refine regex in date extraction logic to correctly match MM/DD and MM-DD formats with delimiters, and update logging to format extracted dates for improved clarity.

Enhance date extraction logging in app.py to specify the format of extracted dates and add a log for cases where no date is found, improving debugging and user feedback.

Refine regex in date extraction logic to correctly match YYYY-MM-DD format, enhancing date parsing accuracy in app.py.

Update date extraction logic in app.py to support MM/DD and MM-DD formats, improving date parsing accuracy. Adjust regex to correctly identify month and day without delimiters.

Update regex in date extraction logic to match YYYY-MM-DD format, enhancing date parsing accuracy in app.py.

Refine regex in date extraction logic to correctly match MM/DD format without delimiters. This change improves the accuracy of date parsing in app.py.

Fix regex in date extraction logic to correctly match MM/DD format with both '/' and '-' as delimiters. This update enhances the accuracy of date parsing in app.py.

Fix regex in date extraction logic to correctly match MM/DD format without delimiters. This change improves the accuracy of date parsing in app.py.

Update date extraction regex in app.py to support both '/' and '-' as delimiters for MM/DD format. Modify Gradio UI placeholder example for improved clarity on date input formats.

Improve date extraction logic in app.py to prioritize explicit date formats and enhance natural language date handling. Update Gradio UI title and placeholder examples for clarity on date input formats.

Update date extraction in app.py to specify languages argument for natural language date queries. Modify Gradio UI title to indicate error corrections in the date handling process.

Enhance date extraction in app.py to support natural language date queries using the `search_dates` function. Update Gradio UI title and placeholder examples to reflect the new date handling capabilities and improve user guidance.

Enhance logging in app.py to output additional information during vector search, including extracted query dates and selected opportunity IDs. Update logging configuration to display logs in standard output for better visibility during execution. Modify Gradio UI title to reflect the enhanced logging features.

Refactor date comparison in vector search to convert Supabase date strings to datetime objects for accurate matching. Update Gradio UI title and placeholder examples to reflect new date format handling.

Refactor date filtering in vector search to compare string dates directly, enhancing accuracy. Update Gradio UI title to reflect support for Supabase date strings.

Enhance logging in vector search function to output raw visit dates alongside converted dates and query date for improved traceability.

Enhance logging in vector search function to include extracted visit dates and query date for better traceability. Update Gradio UI title to indicate the inclusion of logging in the revised version.

Optimize handling of matched relations in vector search by using .copy() to prevent SettingWithCopyWarning. Update embedding and similarity assignment to use .loc for clarity and efficiency.

Refine date filtering logic in vector search to occur before vectorization and update error message for clarity. Adjust Gradio UI title to reflect changes in date filtering order.

Enhance date extraction in vector search process by converting extracted dates to datetime objects for precise comparisons. Update Gradio UI title for improved clarity. Streamline error handling and logging in app.py.

Refactor vector search and summary logic in app.py to improve clarity and efficiency. Update date extraction to handle both explicit and natural language dates, enhance logging for error handling, and streamline embedding processes for Opportunity and appointment.relation tables. Update Gradio UI placeholder for better user guidance.

Update requirements.txt to include 'dateparser' for enhanced date handling capabilities.

Add date extraction functionality in vector search process in app.py to handle explicit and natural language dates, enhancing query handling in the Gradio UI.

Refactor comments in app.py for clarity by removing step indicators and updating table references to 'appointment.relation' for consistency in the vector search process.

Update Gradio UI title in app.py to enhance clarity and user experience

Enhance vector search process in app.py by adding step indicators for clarity, updating Gradio UI title, and ensuring the main function launches the demo app.

Refactor environment variable handling in app.py to retrieve secrets directly from the environment, removing the dependency on .env file

Refactor vector search logic to focus on Opportunity table; update logging and Gradio UI for improved user interaction

Remove similarity calculation and embedding logic for appointment columns from app.py

Add similarity calculation for appointment columns with embeddings

Implement initial project structure and setup

initial commit