Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
@@ -1,15 +1,11 @@
|
|
1 |
from flask import Flask, request, jsonify
|
2 |
from gradio_client import Client
|
3 |
import os
|
|
|
4 |
|
5 |
app = Flask(__name__)
|
6 |
|
7 |
-
|
8 |
-
print(">>> INITIALIZING CLIENT...")
|
9 |
-
client = Client("memorease/memorease-flan-t5")
|
10 |
-
except Exception as e:
|
11 |
-
print(">>> CLIENT INIT ERROR:", str(e))
|
12 |
-
client = None # fallback
|
13 |
|
14 |
@app.route("/ask", methods=["POST"])
|
15 |
def ask_question():
|
@@ -20,13 +16,9 @@ def ask_question():
|
|
20 |
if not input_text:
|
21 |
return jsonify({"error": "Missing 'text'"}), 400
|
22 |
|
23 |
-
|
24 |
-
return jsonify({"error": "Model client failed to initialize."}), 500
|
25 |
-
|
26 |
-
result = client.predict(input_text, api_name="/predict")
|
27 |
-
|
28 |
print("RESULT:", result)
|
29 |
-
return jsonify({"question": result})
|
30 |
except Exception as e:
|
31 |
print("SERVER ERROR:", str(e))
|
32 |
return jsonify({"error": str(e)}), 500
|
|
|
1 |
from flask import Flask, request, jsonify
|
2 |
from gradio_client import Client
|
3 |
import os
|
4 |
+
from transformers import pipeline
|
5 |
|
6 |
app = Flask(__name__)
|
7 |
|
8 |
+
question_generator = pipeline("text2text-generation", model="memorease/memorease-flan-t5")
|
|
|
|
|
|
|
|
|
|
|
9 |
|
10 |
@app.route("/ask", methods=["POST"])
|
11 |
def ask_question():
|
|
|
16 |
if not input_text:
|
17 |
return jsonify({"error": "Missing 'text'"}), 400
|
18 |
|
19 |
+
result = question_generator(f"Generate a question from this sentence: {input_text}")
|
|
|
|
|
|
|
|
|
20 |
print("RESULT:", result)
|
21 |
+
return jsonify({"question": result[0]["generated_text"]})
|
22 |
except Exception as e:
|
23 |
print("SERVER ERROR:", str(e))
|
24 |
return jsonify({"error": str(e)}), 500
|