Spaces:
Running
Running
Update server.py
Browse files
server.py
CHANGED
|
@@ -1,6 +1,8 @@
|
|
| 1 |
-
from fastapi import FastAPI
|
|
|
|
| 2 |
from pydantic import BaseModel
|
| 3 |
from models.transformer.text_generator import TextGenerator
|
|
|
|
| 4 |
|
| 5 |
|
| 6 |
app = FastAPI()
|
|
@@ -9,6 +11,18 @@ generator = TextGenerator(
|
|
| 9 |
model_name="frantics-bot-model",
|
| 10 |
)
|
| 11 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 12 |
|
| 13 |
class Message(BaseModel):
|
| 14 |
author: str
|
|
@@ -16,16 +30,19 @@ class Message(BaseModel):
|
|
| 16 |
|
| 17 |
|
| 18 |
@app.post("/generate")
|
| 19 |
-
def generate_response(
|
|
|
|
|
|
|
|
|
|
| 20 |
response = generator.generate_text(
|
| 21 |
author=message.author,
|
| 22 |
input_str=message.content,
|
| 23 |
max_length=100,
|
| 24 |
num_return_sequences=1,
|
| 25 |
do_sample=True,
|
| 26 |
-
temperature=0.8,
|
| 27 |
-
top_k=100,
|
| 28 |
-
top_p=0.95
|
| 29 |
)["generated_texts"][0]
|
| 30 |
response = response[:response.find("</s>")]
|
| 31 |
-
return {
|
|
|
|
| 1 |
+
from fastapi import FastAPI, Depends, HTTPException, status
|
| 2 |
+
from fastapi.security import HTTPBearer, HTTPAuthorizationCredentials
|
| 3 |
from pydantic import BaseModel
|
| 4 |
from models.transformer.text_generator import TextGenerator
|
| 5 |
+
import os
|
| 6 |
|
| 7 |
|
| 8 |
app = FastAPI()
|
|
|
|
| 11 |
model_name="frantics-bot-model",
|
| 12 |
)
|
| 13 |
|
| 14 |
+
security = HTTPBearer()
|
| 15 |
+
BEARER_TOKEN = os.environ.get("BEARER_TOKEN")
|
| 16 |
+
|
| 17 |
+
|
| 18 |
+
async def validate_token(credentials: HTTPAuthorizationCredentials = Depends(security)):
|
| 19 |
+
if credentials.credentials == BEARER_TOKEN:
|
| 20 |
+
raise HTTPException(
|
| 21 |
+
status_code=status.HTTP_401_UNAUTHORIZED,
|
| 22 |
+
detail="Invalid authentication credentials",
|
| 23 |
+
headers={"WWW-Authenticate": "Bearer"},
|
| 24 |
+
)
|
| 25 |
+
|
| 26 |
|
| 27 |
class Message(BaseModel):
|
| 28 |
author: str
|
|
|
|
| 30 |
|
| 31 |
|
| 32 |
@app.post("/generate")
|
| 33 |
+
def generate_response(
|
| 34 |
+
message: Message,
|
| 35 |
+
token: str = Depends(validate_token)
|
| 36 |
+
):
|
| 37 |
response = generator.generate_text(
|
| 38 |
author=message.author,
|
| 39 |
input_str=message.content,
|
| 40 |
max_length=100,
|
| 41 |
num_return_sequences=1,
|
| 42 |
do_sample=True,
|
| 43 |
+
temperature=0.8,
|
| 44 |
+
top_k=100,
|
| 45 |
+
top_p=0.95
|
| 46 |
)["generated_texts"][0]
|
| 47 |
response = response[:response.find("</s>")]
|
| 48 |
+
return {"response": response}
|