ulleo
3fd6fa867d
feat: implement LLM keyword extraction and fusion scoring for table matching
...
- Add extract_keywords() to LLMService with conversation context support,
using process_stream + start_log/end_log for logging consistency
- Add expand_with_terminology() to expand keywords with synonym matching
- Add fusion scoring in calc_table_embedding(): α * vec_score + (1-α) * keyword_score
- Add calc_keyword_score() with multi-level matching:
table name exact (1.0), comment exact (0.9), comment substring (0.7),
table name partial (0.25-0.5), field comment exact (0.5),
field comment substring (0.4), field name partial (0.3)
- Scoring considers keyword coverage rate to differentiate tables
with different numbers of matched keywords
- Extracted keywords persisted to ChatRecord for reuse across endpoints
- get_terminology_template() supports comma-separated keyword input
with per-keyword matching for higher precision
- Add TABLE_EMBEDDING_ALPHA and TABLE_EMBEDDING_KEYWORD_ENABLED config
2026-09-14 17:51:45 +08:00
ulleo
e58d1822dc
feat: optimize chat list sorting
2026-07-30 16:52:46 +08:00
ulleo
b947cf2476
feat: add thousands separator settings
2026-07-09 17:45:21 +08:00
ulleo
316450b027
feat: improve float value display in export excel
2026-06-08 16:20:21 +08:00
yym
1cf4f249ed
feat/fix(charts): Normalize qualified SQL column names for display
...
- Add DataFormat.normalize_qualified_sql_column_keys* so driver keys like
"_u2.table_name" also expose "table_name", matching chart columns[].value.
- Apply after SQL execution (LLM save path), format_json_list_data (API/history),
and get_chart_data_ds (live refresh).
Hive prompts: Document explicit table aliases for duplicate column names in JOINs.
Frontend: Add datasource form i18n key "file_path" (en/zh-CN/zh-TW/ko-KR).
Update Hive/SQLite datasource icons. Remove hive from haveSchema list.
2026-05-08 11:53:08 +08:00
wangjiahao
82de276aad
feat(dashboard): The dashboard supports displaying real-time data
2026-02-28 16:02:08 +08:00
王嘉豪
9dccaf12d1
feat(dashboard): The dashboard supports displaying real-time data ( #930 )
2026-02-28 14:53:51 +08:00
ulleo
204a3df78c
feat: add chat log step display
2026-02-02 16:58:24 +08:00
ulleo
8a1a9e01d3
feat: add chat log step display
...
#324
#742
2026-01-29 16:53:47 +08:00
ulleo
3d440e9a6d
feat: add chat log step display
...
#324
#742
2026-01-28 19:07:08 +08:00
ulleo
7560f4c95a
feat: add chat log step display
...
#324
#742
2026-01-28 18:59:54 +08:00
ulleo
f8240acfcf
feat: add chat log step display
...
#324
#742
2026-01-28 18:54:25 +08:00
ulleo
180fd4be75
feat: add chat log step display
...
#324
#742
2026-01-28 16:02:53 +08:00
ulleo
37afb2da21
feat: add more chat log operation steps
2026-01-28 11:10:41 +08:00
wangjiahao
55148b47a8
refactor: Recently queried questions query restriction for the current login user
2026-01-26 10:35:43 +08:00
ulleo
3184b6629e
feat: support specifying datasource ID in MCP question
2026-01-21 16:36:26 +08:00
ulleo
da807a503b
feat: support multiple metrics in line, column, and bar charts
2026-01-20 17:07:11 +08:00
fit2cloud-chenyw
6c7fd8c00f
perf: The assistant is optimized for manual data source selection
2026-01-15 09:20:33 +08:00
fit2cloud-chenyw
692103ddb2
fix: API security vulnerability ( #714 )
2025-12-30 14:16:30 +08:00
wangjiahao
2fa1a94892
fix: No need to call the model to recommend problems during each session switch
2025-12-29 20:14:10 +08:00
ulleo
b9b3376396
feat: support command in mcp
2025-12-22 16:46:41 +08:00
ulleo
37bf819b29
feat: support command in mcp
2025-12-18 19:01:11 +08:00
ulleo
4d49819533
feat: improve regenerate SQL chat feature
2025-12-11 16:22:33 +08:00
王嘉豪
661b007dab
refactor: update assistant i18n info ( #580 )
2025-12-04 14:25:31 +08:00
王嘉豪
22488295ff
style: Adjust the recommended question style. ( #566 )
2025-12-03 16:46:49 +08:00
王嘉豪
0d4bd64d7b
refactor: Optimize recent problem queries. ( #556 )
2025-12-03 10:37:14 +08:00
王嘉豪
4ca1adba25
fix: Recommended optimization assistant problems ( #554 )
2025-12-03 10:06:35 +08:00
王嘉豪
b451d1f057
fix: package error ( #549 )
2025-12-02 17:53:55 +08:00
王嘉豪
3c948d7a4d
fix: Optimize the internationalization prompt of the assistant ( #546 )
2025-12-02 16:13:43 +08:00
王嘉豪
e86c0d6225
fix: Fixed the issue where the conversation title was not adjusted when the first sentence failed ( #543 )
2025-12-02 15:39:37 +08:00
王嘉豪
3fa44baddf
feat:Support quick questioning, no need to input questions, can also quickly ask common questions ( #505 )
2025-11-27 16:08:30 +08:00
王嘉豪
a5ba14275e
refactor:update recommended questions custom config. ( #491 )
2025-11-25 18:40:04 +08:00
ulleo
3fa2bae3b5
improve: improve chart data export
2025-11-07 10:27:00 +08:00
王嘉豪
db9c7c0570
fix(Dashboard):Fix the data distortion issue of bigInt type after adding it to the dashboard ( #346 )
2025-10-22 21:12:07 +08:00
ulleo
632076d82f
feat: chart & export Excel support large number data
...
#233
fix get predict data error
2025-10-22 17:03:19 +08:00
ulleo
55584859b4
feat: chart & export Excel support large number data
...
#233
2025-10-11 15:11:36 +08:00
ulleo
881dbfc8d8
feat: support carry last execute SQL error info to AI
2025-09-04 17:38:53 +08:00
ulleo
89491a8fb8
feat: improve get history question list
2025-08-29 18:21:42 +08:00
ulleo
5783f3ebf1
fix: recommend questions doesn't show during chatting
2025-08-21 15:18:34 +08:00
ulleo
667536e16c
feat: improve chat log table structure
2025-08-21 14:52:36 +08:00
fit2cloud-chenyw
54e2cdf953
perf: Optimize embedded page style layout
2025-08-21 12:06:48 +08:00
ulleo
b97fb5fbad
improve: improve chat record select
2025-08-07 16:45:29 +08:00
ulleo
2d7dda7fa4
feat: add get_chat_with_data
2025-08-06 10:34:35 +08:00
ulleo
0b7bf18964
feat: add get_chat_with_data
2025-08-06 10:26:08 +08:00
ulleo
73219d6128
feat: improve chat record list display
2025-08-05 18:44:54 +08:00
ulleo
d4832da6af
fix: show engin type icon after chat created
2025-07-29 14:08:45 +08:00
ulleo
d75490aca6
fix: show predict data in charts
2025-07-28 15:39:28 +08:00
ulleo
ed8db00ce2
feat: chat add ds_type
2025-07-25 11:12:55 +08:00
fit2cloud-chenyw
aeee30e5a9
perf: Chat origin
2025-07-22 22:28:59 +08:00
fit2cloud-chenyw
0f6a772e80
perf: Assistant dynamic ds id
2025-07-22 21:43:38 +08:00
ulleo