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Tagging (#4426)

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### What problem does this PR solve?

#4367

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
This commit is contained in:
Kevin Hu
2025-01-09 17:07:21 +08:00
committed by GitHub
parent f892d7d426
commit c5da3cdd97
30 changed files with 736 additions and 202 deletions
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9
api/apps/conversation_app.py
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@ -25,7 +25,7 @@ from flask import request, Response
from flask_login import login_required, current_user
from api.db import LLMType
from api.db.services.dialog_service import DialogService, chat, ask
from api.db.services.dialog_service import DialogService, chat, ask, label_question
from api.db.services.knowledgebase_service import KnowledgebaseService
from api.db.services.llm_service import LLMBundle, TenantService, TenantLLMService
from api import settings
@ -379,8 +379,11 @@ def mindmap():
embd_mdl = TenantLLMService.model_instance(
kb.tenant_id, LLMType.EMBEDDING.value, llm_name=kb.embd_id)
chat_mdl = LLMBundle(current_user.id, LLMType.CHAT)
ranks = settings.retrievaler.retrieval(req["question"], embd_mdl, kb.tenant_id, kb_ids, 1, 12,
0.3, 0.3, aggs=False)
question = req["question"]
ranks = settings.retrievaler.retrieval(question, embd_mdl, kb.tenant_id, kb_ids, 1, 12,
0.3, 0.3, aggs=False,
rank_feature=label_question(question, [kb])
)
mindmap = MindMapExtractor(chat_mdl)
mind_map = mindmap([c["content_with_weight"] for c in ranks["chunks"]]).output
if "error" in mind_map: