Spaces:
Paused
Paused
File size: 6,137 Bytes
ab2ded1 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 |
#
# Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
from elasticsearch_dsl import Q
from flask import request
from flask_login import login_required, current_user
from api.db.services import duplicate_name
from api.db.services.document_service import DocumentService
from api.db.services.file2document_service import File2DocumentService
from api.db.services.file_service import FileService
from api.db.services.user_service import TenantService, UserTenantService
from api.utils.api_utils import server_error_response, get_data_error_result, validate_request
from api.utils import get_uuid, get_format_time
from api.db import StatusEnum, UserTenantRole, FileSource
from api.db.services.knowledgebase_service import KnowledgebaseService
from api.db.db_models import Knowledgebase, File
from api.settings import stat_logger, RetCode
from api.utils.api_utils import get_json_result
from rag.nlp import search
from rag.utils.es_conn import ELASTICSEARCH
@manager.route('/create', methods=['post'])
@login_required
@validate_request("name")
def create():
req = request.json
req["name"] = req["name"].strip()
req["name"] = duplicate_name(
KnowledgebaseService.query,
name=req["name"],
tenant_id=current_user.id,
status=StatusEnum.VALID.value)
try:
req["id"] = get_uuid()
req["tenant_id"] = current_user.id
req["created_by"] = current_user.id
e, t = TenantService.get_by_id(current_user.id)
if not e:
return get_data_error_result(retmsg="Tenant not found.")
req["embd_id"] = t.embd_id
if not KnowledgebaseService.save(**req):
return get_data_error_result()
return get_json_result(data={"kb_id": req["id"]})
except Exception as e:
return server_error_response(e)
@manager.route('/update', methods=['post'])
@login_required
@validate_request("kb_id", "name", "description", "permission", "parser_id")
def update():
req = request.json
req["name"] = req["name"].strip()
try:
if not KnowledgebaseService.query(
created_by=current_user.id, id=req["kb_id"]):
return get_json_result(
data=False, retmsg=f'Only owner of knowledgebase authorized for this operation.', retcode=RetCode.OPERATING_ERROR)
e, kb = KnowledgebaseService.get_by_id(req["kb_id"])
if not e:
return get_data_error_result(
retmsg="Can't find this knowledgebase!")
if req["name"].lower() != kb.name.lower() \
and len(KnowledgebaseService.query(name=req["name"], tenant_id=current_user.id, status=StatusEnum.VALID.value)) > 1:
return get_data_error_result(
retmsg="Duplicated knowledgebase name.")
del req["kb_id"]
if not KnowledgebaseService.update_by_id(kb.id, req):
return get_data_error_result()
e, kb = KnowledgebaseService.get_by_id(kb.id)
if not e:
return get_data_error_result(
retmsg="Database error (Knowledgebase rename)!")
return get_json_result(data=kb.to_json())
except Exception as e:
return server_error_response(e)
@manager.route('/detail', methods=['GET'])
@login_required
def detail():
kb_id = request.args["kb_id"]
try:
kb = KnowledgebaseService.get_detail(kb_id)
if not kb:
return get_data_error_result(
retmsg="Can't find this knowledgebase!")
return get_json_result(data=kb)
except Exception as e:
return server_error_response(e)
@manager.route('/list', methods=['GET'])
@login_required
def list_kbs():
page_number = request.args.get("page", 1)
items_per_page = request.args.get("page_size", 150)
orderby = request.args.get("orderby", "create_time")
desc = request.args.get("desc", True)
try:
tenants = TenantService.get_joined_tenants_by_user_id(current_user.id)
kbs = KnowledgebaseService.get_by_tenant_ids(
[m["tenant_id"] for m in tenants], current_user.id, page_number, items_per_page, orderby, desc)
return get_json_result(data=kbs)
except Exception as e:
return server_error_response(e)
@manager.route('/rm', methods=['post'])
@login_required
@validate_request("kb_id")
def rm():
req = request.json
try:
kbs = KnowledgebaseService.query(
created_by=current_user.id, id=req["kb_id"])
if not kbs:
return get_json_result(
data=False, retmsg=f'Only owner of knowledgebase authorized for this operation.', retcode=RetCode.OPERATING_ERROR)
for doc in DocumentService.query(kb_id=req["kb_id"]):
if not DocumentService.remove_document(doc, kbs[0].tenant_id):
return get_data_error_result(
retmsg="Database error (Document removal)!")
f2d = File2DocumentService.get_by_document_id(doc.id)
FileService.filter_delete([File.source_type == FileSource.KNOWLEDGEBASE, File.id == f2d[0].file_id])
File2DocumentService.delete_by_document_id(doc.id)
if not KnowledgebaseService.delete_by_id(req["kb_id"]):
return get_data_error_result(
retmsg="Database error (Knowledgebase removal)!")
return get_json_result(data=True)
except Exception as e:
return server_error_response(e)
|