ragflow / api /apps /canvas_app.py
Kevin Hu
Support iframe chatbot. (#3961)
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9.72 kB
#
# 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.
#
import json
import traceback
from flask import request, Response
from flask_login import login_required, current_user
from api.db.services.canvas_service import CanvasTemplateService, UserCanvasService
from api.settings import RetCode
from api.utils import get_uuid
from api.utils.api_utils import get_json_result, server_error_response, validate_request, get_data_error_result
from agent.canvas import Canvas
from peewee import MySQLDatabase, PostgresqlDatabase
@manager.route('/templates', methods=['GET']) # noqa: F821
@login_required
def templates():
return get_json_result(data=[c.to_dict() for c in CanvasTemplateService.get_all()])
@manager.route('/list', methods=['GET']) # noqa: F821
@login_required
def canvas_list():
return get_json_result(data=sorted([c.to_dict() for c in \
UserCanvasService.query(user_id=current_user.id)], key=lambda x: x["update_time"]*-1)
)
@manager.route('/rm', methods=['POST']) # noqa: F821
@validate_request("canvas_ids")
@login_required
def rm():
for i in request.json["canvas_ids"]:
if not UserCanvasService.query(user_id=current_user.id,id=i):
return get_json_result(
data=False, message='Only owner of canvas authorized for this operation.',
code=RetCode.OPERATING_ERROR)
UserCanvasService.delete_by_id(i)
return get_json_result(data=True)
@manager.route('/set', methods=['POST']) # noqa: F821
@validate_request("dsl", "title")
@login_required
def save():
req = request.json
req["user_id"] = current_user.id
if not isinstance(req["dsl"], str):
req["dsl"] = json.dumps(req["dsl"], ensure_ascii=False)
req["dsl"] = json.loads(req["dsl"])
if "id" not in req:
if UserCanvasService.query(user_id=current_user.id, title=req["title"].strip()):
return get_data_error_result(f"{req['title'].strip()} already exists.")
req["id"] = get_uuid()
if not UserCanvasService.save(**req):
return get_data_error_result(message="Fail to save canvas.")
else:
if not UserCanvasService.query(user_id=current_user.id, id=req["id"]):
return get_json_result(
data=False, message='Only owner of canvas authorized for this operation.',
code=RetCode.OPERATING_ERROR)
UserCanvasService.update_by_id(req["id"], req)
return get_json_result(data=req)
@manager.route('/get/<canvas_id>', methods=['GET']) # noqa: F821
@login_required
def get(canvas_id):
e, c = UserCanvasService.get_by_id(canvas_id)
if not e:
return get_data_error_result(message="canvas not found.")
return get_json_result(data=c.to_dict())
@manager.route('/completion', methods=['POST']) # noqa: F821
@validate_request("id")
@login_required
def run():
req = request.json
stream = req.get("stream", True)
e, cvs = UserCanvasService.get_by_id(req["id"])
if not e:
return get_data_error_result(message="canvas not found.")
if not UserCanvasService.query(user_id=current_user.id, id=req["id"]):
return get_json_result(
data=False, message='Only owner of canvas authorized for this operation.',
code=RetCode.OPERATING_ERROR)
if not isinstance(cvs.dsl, str):
cvs.dsl = json.dumps(cvs.dsl, ensure_ascii=False)
final_ans = {"reference": [], "content": ""}
message_id = req.get("message_id", get_uuid())
try:
canvas = Canvas(cvs.dsl, current_user.id)
if "message" in req:
canvas.messages.append({"role": "user", "content": req["message"], "id": message_id})
canvas.add_user_input(req["message"])
except Exception as e:
return server_error_response(e)
if stream:
def sse():
nonlocal answer, cvs
try:
for ans in canvas.run(stream=True):
if ans.get("running_status"):
yield "data:" + json.dumps({"code": 0, "message": "",
"data": {"answer": ans["content"],
"running_status": True}},
ensure_ascii=False) + "\n\n"
continue
for k in ans.keys():
final_ans[k] = ans[k]
ans = {"answer": ans["content"], "reference": ans.get("reference", [])}
yield "data:" + json.dumps({"code": 0, "message": "", "data": ans}, ensure_ascii=False) + "\n\n"
canvas.messages.append({"role": "assistant", "content": final_ans["content"], "id": message_id})
canvas.history.append(("assistant", final_ans["content"]))
if final_ans.get("reference"):
canvas.reference.append(final_ans["reference"])
cvs.dsl = json.loads(str(canvas))
UserCanvasService.update_by_id(req["id"], cvs.to_dict())
except Exception as e:
cvs.dsl = json.loads(str(canvas))
UserCanvasService.update_by_id(req["id"], cvs.to_dict())
traceback.print_exc()
yield "data:" + json.dumps({"code": 500, "message": str(e),
"data": {"answer": "**ERROR**: " + str(e), "reference": []}},
ensure_ascii=False) + "\n\n"
yield "data:" + json.dumps({"code": 0, "message": "", "data": True}, ensure_ascii=False) + "\n\n"
resp = Response(sse(), mimetype="text/event-stream")
resp.headers.add_header("Cache-control", "no-cache")
resp.headers.add_header("Connection", "keep-alive")
resp.headers.add_header("X-Accel-Buffering", "no")
resp.headers.add_header("Content-Type", "text/event-stream; charset=utf-8")
return resp
for answer in canvas.run(stream=False):
if answer.get("running_status"):
continue
final_ans["content"] = "\n".join(answer["content"]) if "content" in answer else ""
canvas.messages.append({"role": "assistant", "content": final_ans["content"], "id": message_id})
if final_ans.get("reference"):
canvas.reference.append(final_ans["reference"])
cvs.dsl = json.loads(str(canvas))
UserCanvasService.update_by_id(req["id"], cvs.to_dict())
return get_json_result(data={"answer": final_ans["content"], "reference": final_ans.get("reference", [])})
@manager.route('/reset', methods=['POST']) # noqa: F821
@validate_request("id")
@login_required
def reset():
req = request.json
try:
e, user_canvas = UserCanvasService.get_by_id(req["id"])
if not e:
return get_data_error_result(message="canvas not found.")
if not UserCanvasService.query(user_id=current_user.id, id=req["id"]):
return get_json_result(
data=False, message='Only owner of canvas authorized for this operation.',
code=RetCode.OPERATING_ERROR)
canvas = Canvas(json.dumps(user_canvas.dsl), current_user.id)
canvas.reset()
req["dsl"] = json.loads(str(canvas))
UserCanvasService.update_by_id(req["id"], {"dsl": req["dsl"]})
return get_json_result(data=req["dsl"])
except Exception as e:
return server_error_response(e)
@manager.route('/input_elements', methods=['GET']) # noqa: F821
@validate_request("id", "component_id")
@login_required
def input_elements():
req = request.json
try:
e, user_canvas = UserCanvasService.get_by_id(req["id"])
if not e:
return get_data_error_result(message="canvas not found.")
if not UserCanvasService.query(user_id=current_user.id, id=req["id"]):
return get_json_result(
data=False, message='Only owner of canvas authorized for this operation.',
code=RetCode.OPERATING_ERROR)
canvas = Canvas(json.dumps(user_canvas.dsl), current_user.id)
return get_json_result(data=canvas.get_component_input_elements(req["component_id"]))
except Exception as e:
return server_error_response(e)
@manager.route('/test_db_connect', methods=['POST']) # noqa: F821
@validate_request("db_type", "database", "username", "host", "port", "password")
@login_required
def test_db_connect():
req = request.json
try:
if req["db_type"] in ["mysql", "mariadb"]:
db = MySQLDatabase(req["database"], user=req["username"], host=req["host"], port=req["port"],
password=req["password"])
elif req["db_type"] == 'postgresql':
db = PostgresqlDatabase(req["database"], user=req["username"], host=req["host"], port=req["port"],
password=req["password"])
db.connect()
db.close()
return get_json_result(data="Database Connection Successful!")
except Exception as e:
return server_error_response(e)