Spaces:
Paused
Paused
File size: 6,898 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 |
#
# 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 flask import request
from flask_login import login_required, current_user
from api.db.services.dialog_service import DialogService
from api.db import StatusEnum
from api.db.services.knowledgebase_service import KnowledgebaseService
from api.db.services.user_service import TenantService
from api.utils.api_utils import server_error_response, get_data_error_result, validate_request
from api.utils import get_uuid
from api.utils.api_utils import get_json_result
@manager.route('/set', methods=['POST'])
@login_required
def set_dialog():
req = request.json
dialog_id = req.get("dialog_id")
name = req.get("name", "New Dialog")
description = req.get("description", "A helpful Dialog")
icon = req.get("icon", "")
top_n = req.get("top_n", 6)
top_k = req.get("top_k", 1024)
rerank_id = req.get("rerank_id", "")
if not rerank_id: req["rerank_id"] = ""
similarity_threshold = req.get("similarity_threshold", 0.1)
vector_similarity_weight = req.get("vector_similarity_weight", 0.3)
if vector_similarity_weight is None: vector_similarity_weight = 0.3
llm_setting = req.get("llm_setting", {})
default_prompt = {
"system": """你是一个智能助手，请总结知识库的内容来回答问题，请列举知识库中的数据详细回答。当所有知识库内容都与问题无关时，你的回答必须包括“知识库中未找到您要的答案！”这句话。回答需要考虑聊天历史。
以下是知识库：
{knowledge}
以上是知识库。""",
"prologue": "您好，我是您的助手小樱，长得可爱又善良，can I help you?",
"parameters": [
{"key": "knowledge", "optional": False}
],
"empty_response": "Sorry! 知识库中未找到相关内容！"
}
prompt_config = req.get("prompt_config", default_prompt)
if not prompt_config["system"]:
prompt_config["system"] = default_prompt["system"]
# if len(prompt_config["parameters"]) < 1:
# prompt_config["parameters"] = default_prompt["parameters"]
# for p in prompt_config["parameters"]:
# if p["key"] == "knowledge":break
# else: prompt_config["parameters"].append(default_prompt["parameters"][0])
for p in prompt_config["parameters"]:
if p["optional"]:
continue
if prompt_config["system"].find("{%s}" % p["key"]) < 0:
return get_data_error_result(
retmsg="Parameter '{}' is not used".format(p["key"]))
try:
e, tenant = TenantService.get_by_id(current_user.id)
if not e:
return get_data_error_result(retmsg="Tenant not found!")
llm_id = req.get("llm_id", tenant.llm_id)
if not dialog_id:
if not req.get("kb_ids"):
return get_data_error_result(
retmsg="Fail! Please select knowledgebase!")
dia = {
"id": get_uuid(),
"tenant_id": current_user.id,
"name": name,
"kb_ids": req["kb_ids"],
"description": description,
"llm_id": llm_id,
"llm_setting": llm_setting,
"prompt_config": prompt_config,
"top_n": top_n,
"top_k": top_k,
"rerank_id": rerank_id,
"similarity_threshold": similarity_threshold,
"vector_similarity_weight": vector_similarity_weight,
"icon": icon
}
if not DialogService.save(**dia):
return get_data_error_result(retmsg="Fail to new a dialog!")
e, dia = DialogService.get_by_id(dia["id"])
if not e:
return get_data_error_result(retmsg="Fail to new a dialog!")
return get_json_result(data=dia.to_json())
else:
del req["dialog_id"]
if "kb_names" in req:
del req["kb_names"]
if not DialogService.update_by_id(dialog_id, req):
return get_data_error_result(retmsg="Dialog not found!")
e, dia = DialogService.get_by_id(dialog_id)
if not e:
return get_data_error_result(retmsg="Fail to update a dialog!")
dia = dia.to_dict()
dia["kb_ids"], dia["kb_names"] = get_kb_names(dia["kb_ids"])
return get_json_result(data=dia)
except Exception as e:
return server_error_response(e)
@manager.route('/get', methods=['GET'])
@login_required
def get():
dialog_id = request.args["dialog_id"]
try:
e, dia = DialogService.get_by_id(dialog_id)
if not e:
return get_data_error_result(retmsg="Dialog not found!")
dia = dia.to_dict()
dia["kb_ids"], dia["kb_names"] = get_kb_names(dia["kb_ids"])
return get_json_result(data=dia)
except Exception as e:
return server_error_response(e)
def get_kb_names(kb_ids):
ids, nms = [], []
for kid in kb_ids:
e, kb = KnowledgebaseService.get_by_id(kid)
if not e or kb.status != StatusEnum.VALID.value:
continue
ids.append(kid)
nms.append(kb.name)
return ids, nms
@manager.route('/list', methods=['GET'])
@login_required
def list_dialogs():
try:
diags = DialogService.query(
tenant_id=current_user.id,
status=StatusEnum.VALID.value,
reverse=True,
order_by=DialogService.model.create_time)
diags = [d.to_dict() for d in diags]
for d in diags:
d["kb_ids"], d["kb_names"] = get_kb_names(d["kb_ids"])
return get_json_result(data=diags)
except Exception as e:
return server_error_response(e)
@manager.route('/rm', methods=['POST'])
@login_required
@validate_request("dialog_ids")
def rm():
req = request.json
try:
DialogService.update_many_by_id(
[{"id": id, "status": StatusEnum.INVALID.value} for id in req["dialog_ids"]])
return get_json_result(data=True)
except Exception as e:
return server_error_response(e)
|