basic recipe generation example

app.py

@@ -2,6 +2,23 @@ from fastapi import FastAPI
 
 app = FastAPI()
 
+MODEL_NAME = "flax-community/t5-recipe-generation"
+client = InferenceClient(model=MODEL_NAME, token=API_KEY)
+
+@app.post("/generate-recipe/")
+def generate_recipe(ingredients: str):
+    """
+    Generate a recipe from ingredients.
+    :param ingredients: A comma-separated list of ingredients.
+    :return: AI-generated recipe text.
+    """
+    prompt = f"recipe: {ingredients}"
+
+    # Query the Hugging Face Inference API
+    response = client.text_generation(prompt, max_new_tokens=100)
+
+    return {"ingredients": ingredients, "recipe": response}
+
 @app.get("/")
 def greet_json():
     return {"Hello": "World!"}

requirements.txt

@@ -1,3 +1,3 @@
 fastapi
 uvicorn[standard]
-
+huggingface_hub