Update app.py

app.py

@@ -1,7 +1,21 @@
 from fastapi import FastAPI
+from sentence_transformers import SentenceTransformer
+
 
 app = FastAPI()
 
+all_MiniLM_L6_V2_model = SentenceTransformer('sentence-transformers/all-MiniLM-L6-v2')
+
 @app.get("/")
 def greet_json():
     return {"Hello": "World!"}
+
+@app.post("/generate-embeddings/sentence-transformers-all-MiniLM-L6-v2/")
+def generate_embeddings_model1(sentences: list, all_MiniLM_L6_V2_model):
+    sentences = [
+    "The weather is lovely today.",
+    "It's so sunny outside!",
+    "He drove to the stadium.",
+]
+    embeddings = all_MiniLM_L6_V2_model.encode(sentences)
+    return {"embeddings": embeddings.tolist()}  # Convert to list for JSON serialization