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
junjun
cad8a57c30
refactor: Optimize the type of permission field
2026-07-16 17:31:53 +08:00
junjun
1e130223a3
refactor: Optimize the type of permission field
2026-07-16 17:09:08 +08:00
Fit111
7d4354597c
feat: 新增alembic迁移脚本，补充内置数据库表字段备注
2026-07-07 14:18:12 +08:00
ulleo
4af99e0c45
feat: support configuring terminology for specified advanced applications
2026-06-16 17:23:50 +08:00
wangjiahao
2da3ae4111
fix: Extend sys_logs user_agent column length to support DingTalk agent ( #1170 )
...
The DingTalk agent sends user_agent strings that exceed the previous
255-character limit, causing log entries to be silently dropped.
Increase the column to VARCHAR(500).
2026-06-09 14:44:38 +08:00
ulleo
74fe71dd0a
feat(Application): Application can configure specified model
2026-06-02 14:08:47 +08:00
ulleo
387731236e
feat(Application): Application can configure specified model
2026-04-30 15:23:32 +08:00
junjun
d9129073b9
feat: support system variable
2026-02-05 10:15:46 +08:00
ulleo
8a1a9e01d3
feat: add chat log step display
...
#324
#742
2026-01-29 16:53:47 +08:00
ulleo
37afb2da21
feat: add more chat log operation steps
2026-01-28 11:10:41 +08:00
fit2cloud-chenyw
87931547b2
perf: Optimize Assistant Application Migration Script
2026-01-28 09:41:31 +08:00
fit2cloud-chenyw
e54a5fe46f
perf: Place the assistant menu in the workspace
2026-01-09 17:40:42 +08:00
fit2cloud-chenyw
9112d2f6f0
feat: Wecom and dingtalk support
2026-01-05 17:54:36 +08:00
wangjiahao
f609dc2856
refactor: update log management
2025-12-30 14:26:31 +08:00
wangjiahao
19e9058056
fix: No need to call the model to recommend problems during each session switch
2025-12-29 20:14:25 +08:00
王嘉豪
a91a4b7f68
refactor: update ddl ( #684 )
2025-12-25 13:32:26 +08:00
fit2cloud-chenyw
1190bc3954
perf: Optimizing API Key Authentication
2025-12-23 16:18:57 +08:00
王嘉豪
f1cdbc9a00
feat: Support recording system operation logs ( #651 )
2025-12-22 17:34:01 +08:00
ulleo
4d49819533
feat: improve regenerate SQL chat feature
2025-12-11 16:22:33 +08:00
王嘉豪
60f2d1b928
style: update style ( #544 )
2025-12-02 15:43:15 +08:00
王嘉豪
9d494345b2
feat:Recommended questions support user configuration. ( #487 )
2025-11-25 13:54:40 +08:00
ulleo
a57ea81130
feat: Advanced Application support to use SQL Examples
2025-11-11 12:03:29 +08:00
ulleo
451e843473
feat: Terminology / SQL Sample Management add enabled control
2025-11-06 14:55:59 +08:00
fit2cloud-chenyw
4c8b463df5
feat(X-Pack): Add CAS Authentication Mechanism
2025-11-04 17:26:00 +08:00
junjun
b1dda8b454
feat: Vector retrieval matches tables
2025-10-10 12:39:37 +08:00
junjun
c54902e15c
feat: Vector retrieval matches tables
2025-10-09 14:06:19 +08:00
junjun
444fb82cdc
feat: Vector retrieval matches tables
2025-10-09 11:48:14 +08:00
ulleo
75bd13a54f
feat(X-Pack): add custom prompt
...
#213
2025-09-28 19:19:48 +08:00
ulleo
4ecfb5b116
feat: terminology settings add datasource
...
#127
2025-09-25 15:43:40 +08:00
junjun
9db73d3d2f
feat: add table relation
2025-09-24 14:33:27 +08:00
junjun
f52178f0c4
refactor: modify datasource table field type
2025-09-22 17:27:38 +08:00
junjun
2b220eb9e1
refactor: modify datasource table field type
2025-09-22 17:15:44 +08:00
ulleo
f86b2f60cf
feat: add SQL examples in prompt
2025-09-16 18:08:53 +08:00
ulleo
dc4a7380ba
feat: terminology add oid
2025-08-28 19:01:05 +08:00
fit2cloud-chenyw
79f7630537
perf: Encryption of sensitive data in ai_model table #9
2025-08-27 17:44:34 +08:00
ulleo
393fd8c5b5
feat: add terminology management
2025-08-25 16:34:44 +08:00
ulleo
667536e16c
feat: improve chat log table structure
2025-08-21 14:52:36 +08:00
fit2cloud-chenyw
329cf74456
feat(X-Pack): Page embedding feature
2025-08-19 17:58:46 +08:00
fit2cloud-chenyw
25c9606fbc
perf(X-Pack): Optimize appearance-related configuration APIs
2025-08-15 17:45:44 +08:00
junjun
dead2f1a85
feat: Maintain the order of table fields
2025-08-08 11:38:28 +08:00
junjun
98bc8a51bb
feat: permission json to text
2025-08-05 11:00:18 +08:00
junjun
f1146f297e
feat: permission json to text
2025-08-05 10:38:33 +08:00
fit2cloud-chenyw
80484c3c5c
perf: Support not only pgsql but mysql
2025-08-04 18:21:55 +08:00
fit2cloud-chenyw
63a1d1fe7d
feat: Log file
2025-07-23 15:59:23 +08:00
fit2cloud-chenyw
aeee30e5a9
perf: Chat origin
2025-07-22 22:28:59 +08:00
fit2cloud-chenyw
a6360ac3e0
perf: Assistant description
2025-07-22 16:05:36 +08:00
ulleo
6d771a450e
fix: chat record save error
2025-07-21 17:29:20 +08:00
junjun
4c29fc1a38
feat: permission schema
2025-07-21 15:14:21 +08:00
ulleo
d1b5b05810
feat: chat
2025-07-17 17:07:52 +08:00
ulleo