22 lines
508 B
Python
22 lines
508 B
Python
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from fastembed import TextEmbedding
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from fastapi import FastAPI
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from pydantic import BaseModel
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model = TextEmbedding("snowflake/snowflake-arctic-embed-xs")
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app = FastAPI()
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class EmbeddingRequest(BaseModel):
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model: str
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prompt: str
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@app.post("/api/embeddings")
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def embeddings(request: EmbeddingRequest):
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embeddings = next(model.embed(request.prompt)).tolist()
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return {"embedding": embeddings}
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if __name__ == "__main__":
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import uvicorn
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uvicorn.run(app, host="0.0.0.0", port=11345)
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