import json from .base import Base class Session(Base): def __init__(self, rag, res_dict): self.id = None self.name = "New session" self.messages = [{"role": "assistant", "content": "Hi! I am your assistant,can I help you?"}] for key,value in res_dict.items(): if key =="chat_id" and value is not None: self.chat_id = None self.__session_type = "chat" if key == "agent_id" and value is not None: self.agent_id = None self.__session_type = "agent" super().__init__(rag, res_dict) def ask(self, question,stream=True): if self.__session_type == "agent": res=self._ask_agent(question,stream) elif self.__session_type == "chat": res=self._ask_chat(question,stream) for line in res.iter_lines(): line = line.decode("utf-8") if line.startswith("{"): json_data = json.loads(line) raise Exception(json_data["message"]) if line.startswith("data:"): json_data = json.loads(line[5:]) if json_data["data"] is not True: if json_data["data"].get("running_status"): continue answer = json_data["data"]["answer"] reference = json_data["data"]["reference"] temp_dict = { "content": answer, "role": "assistant" } if "chunks" in reference: chunks = reference["chunks"] temp_dict["reference"] = chunks message = Message(self.rag, temp_dict) yield message def _ask_chat(self, question: str, stream: bool): res = self.post(f"/chats/{self.chat_id}/completions", {"question": question, "stream": True,"session_id":self.id}, stream=stream) return res def _ask_agent(self,question:str,stream:bool): res = self.post(f"/agents/{self.agent_id}/completions", {"question": question, "stream": True,"session_id":self.id}, stream=stream) return res def update(self,update_message): res = self.put(f"/chats/{self.chat_id}/sessions/{self.id}", update_message) res = res.json() if res.get("code") != 0: raise Exception(res.get("message")) class Message(Base): def __init__(self, rag, res_dict): self.content = "Hi! I am your assistant,can I help you?" self.reference = None self.role = "assistant" self.prompt = None self.id = None super().__init__(rag, res_dict)