Update app.py

app.py

@@ -3,6 +3,7 @@ from fastapi.middleware.cors import CORSMiddleware
 from fastapi.responses import JSONResponse
 from fastapi.staticfiles import StaticFiles
 from huggingface_hub import InferenceClient
+from sentence_transformers import SentenceTransformer
 
 from fastapi import Request
 import requests
@@ -30,6 +31,16 @@ app.add_middleware(
 )
 
 
+app = FastAPI()
+embedder = SentenceTransformer('sentence-transformers/distiluse-base-multilingual-cased-v1')
+
+@app.post("/api/embed")
+async def embed(request: Request):
+    data = await request.json()
+    texts = data.get("texts", [])
+    embeddings = embedder.encode(texts)
+    return {"embeddings": embeddings.tolist()}
+
 @app.get("/invert")
 async def invert(text: str):
     return {