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Browse files- main.py +10 -3
- requirements.txt +1 -4
main.py
CHANGED
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@@ -3,6 +3,7 @@ from fastapi.security import OAuth2PasswordBearer, OAuth2PasswordRequestForm
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from jose import JWTError, jwt
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from pinecone import Pinecone
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import os
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from PIL import Image
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import io
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from transformers import AutoProcessor, CLIPModel
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@@ -10,6 +11,7 @@ import numpy as np
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from datetime import datetime, timedelta
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# Load environment variables
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# Secret key for JWT
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ALGORITHM = "HS256"
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@@ -26,8 +28,13 @@ fake_users_db = {
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# Initialize FastAPI
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app = FastAPI()
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# Initialize Pinecone
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pc = Pinecone(api_key=
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index_name = "images-index"
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unsplash_index = pc.Index(index_name)
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@@ -42,7 +49,7 @@ def create_access_token(data: dict, expires_delta: timedelta = None):
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to_encode = data.copy()
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expire = datetime.utcnow() + (expires_delta or timedelta(minutes=ACCESS_TOKEN_EXPIRE_MINUTES))
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to_encode.update({"exp": expire})
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return jwt.encode(to_encode, algorithm=ALGORITHM)
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def authenticate_user(username: str, password: str):
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user = fake_users_db.get(username)
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@@ -52,7 +59,7 @@ def authenticate_user(username: str, password: str):
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def get_current_user(token: str = Depends(oauth2_scheme)):
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try:
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payload = jwt.decode(token, algorithms=[ALGORITHM])
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username: str = payload.get("sub")
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if username is None or username not in fake_users_db:
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raise HTTPException(status_code=401, detail="Invalid authentication")
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from jose import JWTError, jwt
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from pinecone import Pinecone
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import os
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from dotenv import load_dotenv
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from PIL import Image
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import io
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from transformers import AutoProcessor, CLIPModel
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from datetime import datetime, timedelta
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# Load environment variables
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load_dotenv()
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# Secret key for JWT
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ALGORITHM = "HS256"
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# Initialize FastAPI
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app = FastAPI()
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# Load Pinecone API key
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PINECONE_API_KEY = os.getenv("PINECONE_API_KEY")
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if not PINECONE_API_KEY:
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raise RuntimeError("PINECONE_API_KEY is not set. Please set it in the environment or .env file.")
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# Initialize Pinecone
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pc = Pinecone(api_key=PINECONE_API_KEY)
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index_name = "images-index"
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unsplash_index = pc.Index(index_name)
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to_encode = data.copy()
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expire = datetime.utcnow() + (expires_delta or timedelta(minutes=ACCESS_TOKEN_EXPIRE_MINUTES))
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to_encode.update({"exp": expire})
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return jwt.encode(to_encode, "secret", algorithm=ALGORITHM)
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def authenticate_user(username: str, password: str):
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user = fake_users_db.get(username)
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def get_current_user(token: str = Depends(oauth2_scheme)):
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try:
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payload = jwt.decode(token, "secret", algorithms=[ALGORITHM])
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username: str = payload.get("sub")
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if username is None or username not in fake_users_db:
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raise HTTPException(status_code=401, detail="Invalid authentication")
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requirements.txt
CHANGED
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@@ -6,8 +6,5 @@ transformers
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torch
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numpy
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pinecone
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pyjwt
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passlib[bcrypt]
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python-multipart
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python-jose[cryptography]
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-
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torch
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numpy
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pinecone
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python-jose[cryptography]
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python-multipart
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