blob: 02da69db26a2130cd8ee13effd0586af157c4781 (
plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
|
from fastembed import TextEmbedding
from fastapi import FastAPI
from pydantic import BaseModel
models = {}
app = FastAPI()
class EmbeddingRequest(BaseModel):
model: str
input: str
@app.post("/v1/embeddings")
def embeddings(request: EmbeddingRequest):
model = models.get(request.model) or TextEmbedding(request.model)
models[request.model] = model
embeddings = next(model.embed(request.input)).tolist()
return {"data": [{"embedding": embeddings}]}
@app.get("/health")
def health():
return {"status": "ok"}
if __name__ == "__main__":
import uvicorn
uvicorn.run(app, host="0.0.0.0", port=11345)
|
