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#
# 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 datetime import datetime, timedelta
from flask import request
from flask_login import login_required, current_user
from api.db.db_models import APIToken, API4Conversation
from api.db.services.api_service import APITokenService, API4ConversationService
from api.db.services.dialog_service import DialogService, chat
from api.db.services.user_service import UserTenantService
from api.settings import RetCode
from api.utils import get_uuid, current_timestamp, datetime_format
from api.utils.api_utils import server_error_response, get_data_error_result, get_json_result, validate_request
from itsdangerous import URLSafeTimedSerializer
def generate_confirmation_token(tenent_id):
serializer = URLSafeTimedSerializer(tenent_id)
return "ragflow-" + serializer.dumps(get_uuid(), salt=tenent_id)[2:34]
@manager.route('/new_token', methods=['POST'])
@validate_request("dialog_id")
@login_required
def new_token():
req = request.json
try:
tenants = UserTenantService.query(user_id=current_user.id)
if not tenants:
return get_data_error_result(retmsg="Tenant not found!")
tenant_id = tenants[0].tenant_id
obj = {"tenant_id": tenant_id, "token": generate_confirmation_token(tenant_id),
"dialog_id": req["dialog_id"],
"create_time": current_timestamp(),
"create_date": datetime_format(datetime.now()),
"update_time": None,
"update_date": None
}
if not APITokenService.save(**obj):
return get_data_error_result(retmsg="Fail to new a dialog!")
return get_json_result(data=obj)
except Exception as e:
return server_error_response(e)
@manager.route('/token_list', methods=['GET'])
@login_required
def token_list():
try:
tenants = UserTenantService.query(user_id=current_user.id)
if not tenants:
return get_data_error_result(retmsg="Tenant not found!")
objs = APITokenService.query(tenant_id=tenants[0].tenant_id, dialog_id=request.args["dialog_id"])
return get_json_result(data=[o.to_dict() for o in objs])
except Exception as e:
return server_error_response(e)
@manager.route('/rm', methods=['POST'])
@validate_request("tokens", "tenant_id")
@login_required
def rm():
req = request.json
try:
for token in req["tokens"]:
APITokenService.filter_delete(
[APIToken.tenant_id == req["tenant_id"], APIToken.token == token])
return get_json_result(data=True)
except Exception as e:
return server_error_response(e)
@manager.route('/stats', methods=['GET'])
@login_required
def stats():
try:
tenants = UserTenantService.query(user_id=current_user.id)
if not tenants:
return get_data_error_result(retmsg="Tenant not found!")
objs = API4ConversationService.stats(
tenants[0].tenant_id,
request.args.get(
"from_date",
(datetime.now() -
timedelta(
days=7)).strftime("%Y-%m-%d 24:00:00")),
request.args.get(
"to_date",
datetime.now().strftime("%Y-%m-%d %H:%M:%S")))
res = {
"pv": [(o["dt"], o["pv"]) for o in objs],
"uv": [(o["dt"], o["uv"]) for o in objs],
"speed": [(o["dt"], o["tokens"]/o["duration"]) for o in objs],
"tokens": [(o["dt"], o["tokens"]/1000.) for o in objs],
"round": [(o["dt"], o["round"]) for o in objs],
"thumb_up": [(o["dt"], o["thumb_up"]) for o in objs]
}
return get_json_result(data=res)
except Exception as e:
return server_error_response(e)
@manager.route('/new_conversation', methods=['POST'])
@validate_request("user_id")
def set_conversation():
token = request.headers.get('Authorization').split()[1]
objs = APIToken.query(token=token)
if not objs:
return get_json_result(
data=False, retmsg='Token is not valid!"', retcode=RetCode.AUTHENTICATION_ERROR)
req = request.json
try:
e, dia = DialogService.get_by_id(objs[0].dialog_id)
if not e:
return get_data_error_result(retmsg="Dialog not found")
conv = {
"id": get_uuid(),
"dialog_id": dia.id,
"user_id": req["user_id"],
"message": [{"role": "assistant", "content": dia.prompt_config["prologue"]}]
}
API4ConversationService.save(**conv)
e, conv = API4ConversationService.get_by_id(conv["id"])
if not e:
return get_data_error_result(retmsg="Fail to new a conversation!")
conv = conv.to_dict()
return get_json_result(data=conv)
except Exception as e:
return server_error_response(e)
@manager.route('/completion', methods=['POST'])
@validate_request("conversation_id", "messages")
def completion():
token = request.headers.get('Authorization').split()[1]
if not APIToken.query(token=token):
return get_json_result(
data=False, retmsg='Token is not valid!"', retcode=RetCode.AUTHENTICATION_ERROR)
req = request.json
e, conv = API4ConversationService.get_by_id(req["conversation_id"])
if not e:
return get_data_error_result(retmsg="Conversation not found!")
msg = []
for m in req["messages"]:
if m["role"] == "system":
continue
if m["role"] == "assistant" and not msg:
continue
msg.append({"role": m["role"], "content": m["content"]})
try:
conv.message.append(msg[-1])
e, dia = DialogService.get_by_id(conv.dialog_id)
if not e:
return get_data_error_result(retmsg="Dialog not found!")
del req["conversation_id"]
del req["messages"]
ans = chat(dia, msg, **req)
if not conv.reference:
conv.reference = []
conv.reference.append(ans["reference"])
conv.message.append({"role": "assistant", "content": ans["answer"]})
API4ConversationService.append_message(conv.id, conv.to_dict())
APITokenService.APITokenService(token)
return get_json_result(data=ans)
except Exception as e:
return server_error_response(e)
@manager.route('/conversation/<conversation_id>', methods=['GET'])
# @login_required
def get(conversation_id):
try:
e, conv = API4ConversationService.get_by_id(conversation_id)
if not e:
return get_data_error_result(retmsg="Conversation not found!")
return get_json_result(data=conv.to_dict())
except Exception as e:
return server_error_response(e) |