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Text to Visual Exploration System - Technical Notes

This document tracks engineering milestones, experiment logs, parameter optimization notes, and technical findings for the Text_to_Visual project.

Milestone Log - 2026-03-11 (10:22)

  • Focus: docs: update LLM SQL and Vega-Lite specification generator
  • Technical Summary: Configured zero-shot chart generation from natural language business queries.

Milestone Log - 2026-03-11 (14:54)

  • Focus: refactor: optimize chart rendering pipeline and error handling
  • Technical Summary: Added automatic schema fallback when invalid column aggregations are requested.

Milestone Log - 2026-03-12 (10:31)

  • Focus: docs: update LLM SQL and Vega-Lite specification generator
  • Technical Summary: Configured zero-shot chart generation from natural language business queries.

Milestone Log - 2026-03-12 (14:51)

  • Focus: refactor: optimize chart rendering pipeline and error handling
  • Technical Summary: Added automatic schema fallback when invalid column aggregations are requested.

Milestone Log - 2026-03-15 (13:23)

  • Focus: docs: update LLM SQL and Vega-Lite specification generator
  • Technical Summary: Configured zero-shot chart generation from natural language business queries.

Milestone Log - 2026-04-04 (10:32)

  • Focus: refactor: optimize chart rendering pipeline and error handling
  • Technical Summary: Added automatic schema fallback when invalid column aggregations are requested.

Milestone Log - 2026-04-04 (14:45)

  • Focus: docs: update LLM SQL and Vega-Lite specification generator
  • Technical Summary: Configured zero-shot chart generation from natural language business queries.

Milestone Log - 2026-04-05 (10:34)

  • Focus: refactor: optimize chart rendering pipeline and error handling
  • Technical Summary: Added automatic schema fallback when invalid column aggregations are requested.

Milestone Log - 2026-04-05 (14:37)

  • Focus: docs: update LLM SQL and Vega-Lite specification generator
  • Technical Summary: Configured zero-shot chart generation from natural language business queries.

Milestone Log - 2026-04-13 (10:33)

  • Focus: refactor: optimize chart rendering pipeline and error handling
  • Technical Summary: Added automatic schema fallback when invalid column aggregations are requested.

Milestone Log - 2026-04-13 (14:37)

  • Focus: docs: update LLM SQL and Vega-Lite specification generator
  • Technical Summary: Configured zero-shot chart generation from natural language business queries.

Milestone Log - 2026-04-14 (12:21)

  • Focus: refactor: optimize chart rendering pipeline and error handling
  • Technical Summary: Added automatic schema fallback when invalid column aggregations are requested.

Milestone Log - 2026-04-15 (10:15)

  • Focus: docs: update LLM SQL and Vega-Lite specification generator
  • Technical Summary: Configured zero-shot chart generation from natural language business queries.

Milestone Log - 2026-04-15 (14:36)

  • Focus: refactor: optimize chart rendering pipeline and error handling
  • Technical Summary: Added automatic schema fallback when invalid column aggregations are requested.

Milestone Log - 2026-04-25 (10:16)

  • Focus: docs: update LLM SQL and Vega-Lite specification generator
  • Technical Summary: Configured zero-shot chart generation from natural language business queries.

Milestone Log - 2026-04-25 (14:30)

  • Focus: refactor: optimize chart rendering pipeline and error handling
  • Technical Summary: Added automatic schema fallback when invalid column aggregations are requested.

Milestone Log - 2026-04-26 (10:54)

  • Focus: docs: update LLM SQL and Vega-Lite specification generator
  • Technical Summary: Configured zero-shot chart generation from natural language business queries.

Milestone Log - 2026-04-26 (14:51)

  • Focus: refactor: optimize chart rendering pipeline and error handling
  • Technical Summary: Added automatic schema fallback when invalid column aggregations are requested.

Milestone Log - 2026-04-27 (10:43)

  • Focus: docs: update LLM SQL and Vega-Lite specification generator
  • Technical Summary: Configured zero-shot chart generation from natural language business queries.

Milestone Log - 2026-04-27 (14:31)

  • Focus: refactor: optimize chart rendering pipeline and error handling
  • Technical Summary: Added automatic schema fallback when invalid column aggregations are requested.

Milestone Log - 2026-05-14 (10:45)

  • Focus: docs: update LLM SQL and Vega-Lite specification generator
  • Technical Summary: Configured zero-shot chart generation from natural language business queries.

Milestone Log - 2026-05-14 (14:50)

  • Focus: refactor: optimize chart rendering pipeline and error handling
  • Technical Summary: Added automatic schema fallback when invalid column aggregations are requested.

Milestone Log - 2026-05-15 (10:37)

  • Focus: docs: update LLM SQL and Vega-Lite specification generator
  • Technical Summary: Configured zero-shot chart generation from natural language business queries.

Milestone Log - 2026-05-15 (14:35)

  • Focus: refactor: optimize chart rendering pipeline and error handling
  • Technical Summary: Added automatic schema fallback when invalid column aggregations are requested.

Milestone Log - 2026-05-18 (10:48)

  • Focus: docs: update LLM SQL and Vega-Lite specification generator
  • Technical Summary: Configured zero-shot chart generation from natural language business queries.

Milestone Log - 2026-05-18 (14:52)

  • Focus: refactor: optimize chart rendering pipeline and error handling
  • Technical Summary: Added automatic schema fallback when invalid column aggregations are requested.

Milestone Log - 2026-05-19 (10:36)

  • Focus: docs: update LLM SQL and Vega-Lite specification generator
  • Technical Summary: Configured zero-shot chart generation from natural language business queries.

Milestone Log - 2026-05-19 (14:36)

  • Focus: refactor: optimize chart rendering pipeline and error handling
  • Technical Summary: Added automatic schema fallback when invalid column aggregations are requested.

Milestone Log - 2026-05-19 (19:14)

  • Focus: docs: update LLM SQL and Vega-Lite specification generator
  • Technical Summary: Configured zero-shot chart generation from natural language business queries.

Milestone Log - 2026-07-05 (10:44)

  • Focus: refactor: optimize chart rendering pipeline and error handling
  • Technical Summary: Added automatic schema fallback when invalid column aggregations are requested.

Milestone Log - 2026-07-05 (14:50)

  • Focus: docs: update LLM SQL and Vega-Lite specification generator
  • Technical Summary: Configured zero-shot chart generation from natural language business queries.

Milestone Log - 2026-07-07 (10:42)

  • Focus: refactor: optimize chart rendering pipeline and error handling
  • Technical Summary: Added automatic schema fallback when invalid column aggregations are requested.

Milestone Log - 2026-07-07 (14:58)

  • Focus: docs: update LLM SQL and Vega-Lite specification generator
  • Technical Summary: Configured zero-shot chart generation from natural language business queries.

Milestone Log - 2026-07-07 (19:33)

  • Focus: refactor: optimize chart rendering pipeline and error handling
  • Technical Summary: Added automatic schema fallback when invalid column aggregations are requested.

Milestone Log - 2026-07-10 (10:26)

  • Focus: docs: update LLM SQL and Vega-Lite specification generator
  • Technical Summary: Configured zero-shot chart generation from natural language business queries.

Milestone Log - 2026-07-10 (14:43)

  • Focus: refactor: optimize chart rendering pipeline and error handling
  • Technical Summary: Added automatic schema fallback when invalid column aggregations are requested.