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27 lines
635 B
Python
27 lines
635 B
Python
from fastembed import TextEmbedding
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from fastapi import FastAPI
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from pydantic import BaseModel
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models = {}
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app = FastAPI()
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class EmbeddingRequest(BaseModel):
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model: str
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input: str
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@app.post("/v1/embeddings")
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def embeddings(request: EmbeddingRequest):
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model = models.get(request.model) or TextEmbedding(request.model)
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models[request.model] = model
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embeddings = next(model.embed(request.input)).tolist()
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return {"data": [{"embedding": embeddings}]}
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@app.get("/health")
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def health():
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return {"status": "ok"}
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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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