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Add history in API

pull/220/head
duzx16 2 years ago
parent
commit
b0c2b47f5e
  1. 34
      API.py

34
API.py

@ -1,33 +1,35 @@
from typing import Optional
from fastapi import FastAPI, Request
from pydantic import BaseModel
from transformers import AutoTokenizer, AutoModel
import uvicorn, json, time, datetime, os, platform
import uvicorn, json, datetime
app = FastAPI()
@app.post("/")
async def create_item(request: Request):
global history, model, tokenizer
jsonPostRaw = await request.json()
jsonPost = json.dumps(jsonPostRaw)
jsonPostList = json.loads(jsonPost)
prompt = jsonPostList.get('prompt')
global model, tokenizer
json_post_raw = await request.json()
json_post = json.dumps(json_post_raw)
json_post_list = json.loads(json_post)
prompt = json_post_list.get('prompt')
history = json_post_list.get('history')
response, history = model.chat(tokenizer, prompt, history=history)
now = datetime.datetime.now()
time = now.strftime("%Y-%m-%d %H:%M:%S")
answer = {
"response":response,
"status":200,
"time":time
"response": response,
"history": history,
"status": 200,
"time": time
}
log = "["+time+"] "+'device:"'+jsonPostList.get('device')+'", prompt:"'+prompt+'", response:"'+repr(response)+'"'
log = "[" + time + "] " + '", prompt:"' + prompt + '", response:"' + repr(response) + '"'
print(log)
return answer
if __name__ == '__main__':
uvicorn.run('API:app',host='0.0.0.0',port=8000,workers=1)
uvicorn.run('API:app', host='0.0.0.0', port=8000, workers=1)
history = []
tokenizer = AutoTokenizer.from_pretrained("THUDM/chatglm-6b", trust_remote_code=True)
model = AutoModel.from_pretrained("THUDM/chatglm-6b", trust_remote_code=True).half().quantize(4).cuda()
model = model.eval()
model = AutoModel.from_pretrained("THUDM/chatglm_6b", trust_remote_code=True).half().cuda()
model.eval()

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