Update app.py
Browse files
app.py
CHANGED
@@ -1,28 +1,23 @@
|
|
1 |
-
# app.py — Gradio Chat UI for EvoDecoder + Web Search (RAG)
|
2 |
import gradio as gr
|
3 |
-
|
|
|
|
|
|
|
4 |
|
5 |
-
|
6 |
-
|
7 |
-
|
8 |
-
return "", history
|
9 |
|
10 |
-
|
11 |
-
|
12 |
-
|
13 |
-
chatbot = gr.Chatbot(height=450)
|
14 |
-
with gr.Column(scale=0.3):
|
15 |
-
web_toggle = gr.Checkbox(label="Use Web Search (RAG)", value=True)
|
16 |
-
clear_btn = gr.Button("🧹 Clear Chat")
|
17 |
|
18 |
-
|
19 |
-
|
20 |
-
|
21 |
|
22 |
-
|
23 |
-
|
24 |
-
|
25 |
-
|
26 |
-
|
27 |
-
|
28 |
-
demo.launch()
|
|
|
|
|
1 |
import gradio as gr
|
2 |
+
import torch
|
3 |
+
from transformers import GPT2Tokenizer
|
4 |
+
from evo_model import EvoDecoderModel
|
5 |
+
from generate import generate_text
|
6 |
|
7 |
+
# Load tokenizer and model
|
8 |
+
tokenizer = GPT2Tokenizer.from_pretrained("gpt2")
|
9 |
+
vocab_size = tokenizer.vocab_size
|
|
|
10 |
|
11 |
+
model = EvoDecoderModel(vocab_size)
|
12 |
+
model.load_state_dict(torch.load("evo_decoder.pt", map_location="cpu"))
|
13 |
+
model.eval()
|
|
|
|
|
|
|
|
|
14 |
|
15 |
+
def chat_with_evo(prompt):
|
16 |
+
response = generate_text(model, tokenizer, prompt)
|
17 |
+
return response
|
18 |
|
19 |
+
gr.Interface(fn=chat_with_evo,
|
20 |
+
inputs="text",
|
21 |
+
outputs="text",
|
22 |
+
title="🧠 EvoDecoder Chatbot",
|
23 |
+
description="Ask Evo anything. Powered by your trained EvoDecoder.").launch()
|
|
|
|