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feat: Vector retrieval matches tables #238

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Merged
XiaJunjie2020 merged 1 commit into from
Sep 26, 2025
Merged

feat: Vector retrieval matches tables #238

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4 changes: 2 additions & 2 deletions backend/apps/chat/task/llm.py
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Original file line number Diff line number Diff line change
Expand Up @@ -406,7 +406,7 @@ def select_datasource(self):
full_thinking_text = ''
full_text = ''
if not ignore_auto_select:
if settings.EMBEDDING_ENABLED:
if settings.TABLE_EMBEDDING_ENABLED:
ds = get_ds_embedding(self.session, self.current_user, _ds_list, self.out_ds_instance,
self.chat_question.question, self.current_assistant)
yield {'content': '{"id":' + str(ds.get('id')) + '}'}
Expand Down Expand Up @@ -496,7 +496,7 @@ def select_datasource(self):
except Exception as e:
_error = e

if not ignore_auto_select and not settings.EMBEDDING_ENABLED:
if not ignore_auto_select and not settings.TABLE_EMBEDDING_ENABLED:
self.record = save_select_datasource_answer(session=self.session, record_id=self.record.id,
answer=orjson.dumps({'content': full_text}).decode(),
datasource=_datasource,
Expand Down
3 changes: 2 additions & 1 deletion backend/apps/datasource/crud/datasource.py
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Original file line number Diff line number Diff line change
Expand Up @@ -13,6 +13,7 @@
from apps.db.constant import DB
from apps.db.db import get_tables, get_fields, exec_sql, check_connection
from apps.db.engine import get_engine_config, get_engine_conn
from common.core.config import settings
from common.core.deps import SessionDep, CurrentUser, Trans
from common.utils.utils import deepcopy_ignore_extra
from .table import get_tables_by_ds_id
Expand Down Expand Up @@ -402,7 +403,7 @@ def get_table_schema(session: SessionDep, current_user: CurrentUser, ds: CoreDat
all_tables.append(t_obj)

# do table embedding
if embedding and tables:
if embedding and tables and settings.TABLE_EMBEDDING_ENABLED:
tables = get_table_embedding(session, current_user, tables, question)
# splice schema
if tables:
Expand Down
1 change: 1 addition & 0 deletions backend/common/core/config.py
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Expand Up @@ -105,6 +105,7 @@ def SQLALCHEMY_DATABASE_URI(self) -> PostgresDsn | str:
PG_POOL_RECYCLE: int = 3600
PG_POOL_PRE_PING: bool = True

TABLE_EMBEDDING_ENABLED = False
TABLE_EMBEDDING_COUNT: int = 10


Expand Down