init

app.py

@@ -0,0 +1,16 @@
+from fastapi import FastAPI
+from sentence_transformers import SentenceTransformer
+
+app = FastAPI()
+model = SentenceTransformer("MossaabDev/quran_shifaa")
+
+@app.post("/embed")
+async def embed(text: str):
+    emb = model.encode(text).tolist()
+    return {"embedding": emb}
+
+# embed a list of texts
+@app.post("/embed_batch")
+async def embed_batch(texts: list[str]):
+    embs = model.encode(texts).tolist()
+    return {"embeddings": embs}