SQLBot

mirror of https://gh-proxy.org/https://github.com/klinsmaya/SQLBot.git synced 2026-11-08 01:06:59 +08:00

Files

T

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

versions

feat: implement LLM keyword extraction and fusion scoring for table matching

2026-09-14 17:51:45 +08:00

env.py

feat: implement LLM keyword extraction and fusion scoring for table matching

2026-09-14 17:51:45 +08:00

README

feat: Login api

2025-04-23 21:14:42 +08:00

script.py.mako

feat: Login api

2025-04-23 21:14:42 +08:00

README

Generic single-database configuration.