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Update server.py
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server.py
CHANGED
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@@ -1,32 +1,32 @@
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from sentence_transformers import SentenceTransformer
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import litserve as ls
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from fastapi import Depends, HTTPException
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from fastapi.security import HTTPAuthorizationCredentials, HTTPBearer
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import os
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class EmbeddingAPI(ls.LitAPI):
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def setup(self, device):
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self.model = SentenceTransformer(
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'
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device=device,
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trust_remote_code=True,
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token=os.getenv("HF_TOKEN")
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)
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def decode_request(self, request):
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return request
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def predict(self, query):
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return self.model.encode(query)
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def encode_response(self, output):
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return output.tolist()
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def authorize(self, auth: HTTPAuthorizationCredentials = Depends(HTTPBearer())):
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if auth.scheme != "Bearer" or auth.credentials != os.getenv("auth_token"):
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raise HTTPException(status_code=401, detail="Bad token")
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if __name__ == "__main__":
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api = EmbeddingAPI()
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server = ls.LitServer(api, devices="cpu", accelerator="cpu")
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server.run(port=7860)
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from sentence_transformers import SentenceTransformer
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import litserve as ls
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from fastapi import Depends, HTTPException
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from fastapi.security import HTTPAuthorizationCredentials, HTTPBearer
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import os
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class EmbeddingAPI(ls.LitAPI):
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def setup(self, device):
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self.model = SentenceTransformer(
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'GokulRajaR/embeddinggemma-300m-qat-q8_0-unquantized',
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device=device,
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trust_remote_code=True,
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token=os.getenv("HF_TOKEN")
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)
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def decode_request(self, request):
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return request
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def predict(self, query):
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return self.model.encode(query)
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def encode_response(self, output):
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return output.tolist()
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def authorize(self, auth: HTTPAuthorizationCredentials = Depends(HTTPBearer())):
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if auth.scheme != "Bearer" or auth.credentials != os.getenv("auth_token"):
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raise HTTPException(status_code=401, detail="Bad token")
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if __name__ == "__main__":
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api = EmbeddingAPI()
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server = ls.LitServer(api, devices="cpu", accelerator="cpu")
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server.run(port=7860)
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