ragflow / api /apps /canvas_app.py
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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.
#
import json
from functools import partial
from flask import request, Response
from flask_login import login_required, current_user
from api.db.services.canvas_service import CanvasTemplateService, UserCanvasService
from api.utils import get_uuid
from api.utils.api_utils import get_json_result, server_error_response, validate_request
from agent.canvas import Canvas
@manager.route('/templates', methods=['GET'])
@login_required
def templates():
return get_json_result(data=[c.to_dict() for c in CanvasTemplateService.get_all()])
@manager.route('/list', methods=['GET'])
@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'])
@validate_request("canvas_ids")
@login_required
def rm():
for i in request.json["canvas_ids"]:
UserCanvasService.delete_by_id(i)
return get_json_result(data=True)
@manager.route('/set', methods=['POST'])
@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 server_error_response(ValueError("Duplicated title."))
req["id"] = get_uuid()
if not UserCanvasService.save(**req):
return server_error_response("Fail to save canvas.")
else:
UserCanvasService.update_by_id(req["id"], req)
return get_json_result(data=req)
@manager.route('/get/<canvas_id>', methods=['GET'])
@login_required
def get(canvas_id):
e, c = UserCanvasService.get_by_id(canvas_id)
if not e:
return server_error_response("canvas not found.")
return get_json_result(data=c.to_dict())
@manager.route('/completion', methods=['POST'])
@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 server_error_response("canvas not found.")
if not isinstance(cvs.dsl, str):
cvs.dsl = json.dumps(cvs.dsl, ensure_ascii=False)
final_ans = {"reference": [], "content": ""}
try:
canvas = Canvas(cvs.dsl, current_user.id)
if "message" in req:
canvas.messages.append({"role": "user", "content": req["message"]})
canvas.add_user_input(req["message"])
answer = canvas.run(stream=stream)
print(canvas)
except Exception as e:
return server_error_response(e)
assert answer is not None, "Nothing. Is it over?"
if stream:
assert isinstance(answer, partial), "Nothing. Is it over?"
def sse():
nonlocal answer, cvs
try:
for ans in answer():
for k in ans.keys():
final_ans[k] = ans[k]
ans = {"answer": ans["content"], "reference": ans.get("reference", [])}
yield "data:" + json.dumps({"retcode": 0, "retmsg": "", "data": ans}, ensure_ascii=False) + "\n\n"
canvas.messages.append({"role": "assistant", "content": 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:
yield "data:" + json.dumps({"retcode": 500, "retmsg": str(e),
"data": {"answer": "**ERROR**: " + str(e), "reference": []}},
ensure_ascii=False) + "\n\n"
yield "data:" + json.dumps({"retcode": 0, "retmsg": "", "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
final_ans["content"] = "\n".join(answer["content"]) if "content" in answer else ""
canvas.messages.append({"role": "assistant", "content": 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())
return get_json_result(data={"answer": final_ans["content"], "reference": final_ans.get("reference", [])})
@manager.route('/reset', methods=['POST'])
@validate_request("id")
@login_required
def reset():
req = request.json
try:
e, user_canvas = UserCanvasService.get_by_id(req["id"])
if not e:
return server_error_response("canvas not found.")
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)