mirror of
https://github.com/infiniflow/ragflow.git
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545ea229b6
### What problem does this PR solve? Refactoring codes for SDK ### Type of change - [x] Refactoring
104 lines
3.8 KiB
Python
104 lines
3.8 KiB
Python
#
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# Copyright 2025 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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#
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import json
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from .base import Base
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class Session(Base):
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def __init__(self, rag, res_dict):
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self.id = None
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self.name = "New session"
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self.messages = [{"role": "assistant", "content": "Hi! I am your assistant, can I help you?"}]
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for key, value in res_dict.items():
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if key == "chat_id" and value is not None:
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self.chat_id = None
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self.__session_type = "chat"
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if key == "agent_id" and value is not None:
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self.agent_id = None
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self.__session_type = "agent"
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super().__init__(rag, res_dict)
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def ask(self, question="", stream=True, **kwargs):
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if self.__session_type == "agent":
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res = self._ask_agent(question, stream)
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elif self.__session_type == "chat":
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res = self._ask_chat(question, stream, **kwargs)
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if stream:
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for line in res.iter_lines():
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line = line.decode("utf-8")
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if line.startswith("{"):
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json_data = json.loads(line)
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raise Exception(json_data["message"])
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if not line.startswith("data:"):
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continue
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json_data = json.loads(line[5:])
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if json_data["data"] is True or json_data["data"].get("running_status"):
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continue
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message = self._structure_answer(json_data)
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yield message
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else:
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try:
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json_data = json.loads(res.text)
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except ValueError:
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raise Exception(f"Invalid response {res}")
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return self._structure_answer(json_data)
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def _structure_answer(self, json_data):
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answer = json_data["data"]["answer"]
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reference = json_data["data"].get("reference", {})
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temp_dict = {
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"content": answer,
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"role": "assistant"
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}
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if reference and "chunks" in reference:
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chunks = reference["chunks"]
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temp_dict["reference"] = chunks
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message = Message(self.rag, temp_dict)
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return message
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def _ask_chat(self, question: str, stream: bool, **kwargs):
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json_data = {"question": question, "stream": stream, "session_id": self.id}
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json_data.update(kwargs)
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res = self.post(f"/chats/{self.chat_id}/completions",
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json_data, stream=stream)
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return res
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def _ask_agent(self, question: str, stream: bool):
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res = self.post(f"/agents/{self.agent_id}/completions",
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{"question": question, "stream": stream, "session_id": self.id}, stream=stream)
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return res
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def update(self, update_message):
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res = self.put(f"/chats/{self.chat_id}/sessions/{self.id}",
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update_message)
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res = res.json()
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if res.get("code") != 0:
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raise Exception(res.get("message"))
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class Message(Base):
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def __init__(self, rag, res_dict):
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self.content = "Hi! I am your assistant, can I help you?"
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self.reference = None
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self.role = "assistant"
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self.prompt = None
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self.id = None
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super().__init__(rag, res_dict)
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