Update app.py
Browse files
app.py
CHANGED
|
@@ -1,24 +1,24 @@
|
|
| 1 |
-
from fastapi import FastAPI
|
| 2 |
-
from transformers import pipeline
|
| 3 |
-
|
| 4 |
-
## Create a new fastAPI instance
|
| 5 |
-
app=FastAPI()
|
| 6 |
-
|
| 7 |
-
# Initialize the text generation pipeline
|
| 8 |
-
pipe=pipeline("text2text-generation", model="google/
|
| 9 |
-
|
| 10 |
-
# Create routes
|
| 11 |
-
|
| 12 |
-
@app.get("/")
|
| 13 |
-
def home():
|
| 14 |
-
return {"message": "Hello, World!"}
|
| 15 |
-
|
| 16 |
-
# Deine a unction to handle the GET request at / generate
|
| 17 |
-
|
| 18 |
-
@app.get("/generate")
|
| 19 |
-
def generate(text: str):
|
| 20 |
-
# Use the pipeline to generate text
|
| 21 |
-
output=pipe(text, max_length=100)
|
| 22 |
-
|
| 23 |
-
# return the generated text in son response
|
| 24 |
return {"output": output[0]["generated_text"]}
|
|
|
|
| 1 |
+
from fastapi import FastAPI
|
| 2 |
+
from transformers import pipeline
|
| 3 |
+
|
| 4 |
+
## Create a new fastAPI instance
|
| 5 |
+
app=FastAPI()
|
| 6 |
+
|
| 7 |
+
# Initialize the text generation pipeline
|
| 8 |
+
pipe=pipeline("text2text-generation", model="google/flan-t5-small")
|
| 9 |
+
|
| 10 |
+
# Create routes
|
| 11 |
+
|
| 12 |
+
@app.get("/")
|
| 13 |
+
def home():
|
| 14 |
+
return {"message": "Hello, World!"}
|
| 15 |
+
|
| 16 |
+
# Deine a unction to handle the GET request at / generate
|
| 17 |
+
|
| 18 |
+
@app.get("/generate")
|
| 19 |
+
def generate(text: str):
|
| 20 |
+
# Use the pipeline to generate text
|
| 21 |
+
output=pipe(text, max_length=100)
|
| 22 |
+
|
| 23 |
+
# return the generated text in son response
|
| 24 |
return {"output": output[0]["generated_text"]}
|