0bea7f21ae
### What problem does this PR solve? Added the ability to create and update dataset for SDK ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Co-authored-by: root <root@xwg> Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
55 lines
2.3 KiB
Python
55 lines
2.3 KiB
Python
#
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# Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import requests
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from .modules.dataset import DataSet
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class RAGFlow:
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def __init__(self, user_key, base_url, version='v1'):
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"""
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api_url: http://<host_address>/api/v1
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"""
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self.user_key = user_key
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self.api_url = f"{base_url}/api/{version}"
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self.authorization_header = {"Authorization": "{} {}".format("Bearer",self.user_key)}
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def post(self, path, param):
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res = requests.post(url=self.api_url + path, json=param, headers=self.authorization_header)
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return res
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def get(self, path, params=''):
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res = requests.get(self.api_url + path, params=params, headers=self.authorization_header)
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return res
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def create_dataset(self, name:str,avatar:str="",description:str="",language:str="English",permission:str="me",
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document_count:int=0,chunk_count:int=0,parser_method:str="naive",
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parser_config:DataSet.ParserConfig=None):
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if parser_config is None:
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parser_config = DataSet.ParserConfig(self, {"chunk_token_count":128,"layout_recognize": True, "delimiter":"\n!?。；！？","task_page_size":12})
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parser_config=parser_config.to_json()
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res=self.post("/dataset/save",{"name":name,"avatar":avatar,"description":description,"language":language,"permission":permission,
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"doc_num": document_count,"chunk_num":chunk_count,"parser_id":parser_method,
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"parser_config":parser_config
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}
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)
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res = res.json()
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if not res.get("retmsg"):
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return DataSet(self, res["data"])
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raise Exception(res["retmsg"])
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