336a639164
### What problem does this PR solve? SDK for session #1102 ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Co-authored-by: Feiue <10215101452@stu.ecun.edu.cn> Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
65 lines
2.3 KiB
Python
65 lines
2.3 KiB
Python
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?"}]
|
||
|
||
self.assistant_id = None
|
||
super().__init__(rag, res_dict)
|
||
|
||
def chat(self, question: str, stream: bool = False):
|
||
res = self.post("/session/completion",
|
||
{"id": self.id, "question": question, "stream": stream, "messages": self.messages})
|
||
res = res.text
|
||
response_lines = res.splitlines()
|
||
message_list = []
|
||
for line in response_lines:
|
||
if line.startswith("data:"):
|
||
json_data = json.loads(line[5:])
|
||
if json_data["data"] != True:
|
||
answer = json_data["data"]["answer"]
|
||
reference = json_data["data"]["reference"]
|
||
temp_dict = {
|
||
"content": answer,
|
||
"role": "assistant",
|
||
"reference": reference
|
||
}
|
||
message = Message(self.rag, temp_dict)
|
||
message_list.append(message)
|
||
return message_list
|
||
|
||
def save(self):
|
||
res = self.post("/session/save",
|
||
{"id": self.id, "dialog_id": self.assistant_id, "name": self.name, "message": self.messages})
|
||
res = res.json()
|
||
if res.get("retmsg") == "success": return True
|
||
raise Exception(res.get("retmsg"))
|
||
|
||
class Message(Base):
|
||
def __init__(self, rag, res_dict):
|
||
self.content = "您好，我是您的助手小樱，长得可爱又善良，can I help you?"
|
||
self.reference = []
|
||
self.role = "assistant"
|
||
self.prompt=None
|
||
super().__init__(rag, res_dict)
|
||
|
||
|
||
class Chunk(Base):
|
||
def __init__(self, rag, res_dict):
|
||
self.id = None
|
||
self.content = None
|
||
self.document_id = None
|
||
self.document_name = None
|
||
self.knowledgebase_id = None
|
||
self.image_id = None
|
||
self.similarity = None
|
||
self.vector_similarity = None
|
||
self.term_similarity = None
|
||
self.positions = None
|
||
super().__init__(rag, res_dict)
|