Jackss
commited on
Commit
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b4549f3
1
Parent(s):
f2e9e61
Stuff
Browse files
main.py
CHANGED
@@ -17,11 +17,7 @@ model = AutoModel.from_pretrained('allenai/specter')
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app = FastAPI()
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app.mount("/", StaticFiles(directory="static", html=True), name="static")
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@app.get("/")
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def index() -> FileResponse:
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return FileResponse(path="/app/static/index.html", media_type="text/html")
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@app.get('/similarity')
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def similarity(input):
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@@ -33,4 +29,11 @@ def similarity(input):
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# take the first token in the batch as the embedding
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embeddings = result.last_hidden_state[:, 0, :]
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res = cosine_similarity(embeddings, embeddings).tolist()
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return {"output": res}
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app = FastAPI()
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@app.get('/similarity')
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def similarity(input):
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# take the first token in the batch as the embedding
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embeddings = result.last_hidden_state[:, 0, :]
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res = cosine_similarity(embeddings, embeddings).tolist()
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return {"output": res}
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app.mount("/", StaticFiles(directory="static", html=True), name="static")
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@app.get("/")
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def index() -> FileResponse:
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return FileResponse(path="/app/static/index.html", media_type="text/html")
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