Spaces:
Runtime error
Runtime error
Changed chatbot to basic blocks
Browse files
app.py
CHANGED
|
@@ -6,7 +6,7 @@ model = TFT5ForConditionalGeneration.from_pretrained('Yati05/TF-CodeT5-base')
|
|
| 6 |
# load saved tokenizer
|
| 7 |
tokenizer = RobertaTokenizer.from_pretrained('Yati05/TF-CodeT5-base')
|
| 8 |
|
| 9 |
-
def
|
| 10 |
query = "Generate Python: " + user_input
|
| 11 |
encoded_text = tokenizer(query, return_tensors='tf', padding='max_length', truncation=True, max_length=48)
|
| 12 |
|
|
@@ -19,17 +19,16 @@ def chat(chat_history, user_input):
|
|
| 19 |
# decode generated tokens
|
| 20 |
decoded_code = tokenizer.decode(generated_code.numpy()[0], skip_special_tokens=True)
|
| 21 |
|
| 22 |
-
return
|
| 23 |
-
# response = ""
|
| 24 |
-
# for letter in decoded_code: #[decoded_code[i:i+1] for i in range(0, len(decoded_code), 1)]:
|
| 25 |
-
# response += letter + ""
|
| 26 |
-
# yield chat_history + [(user_input, response)]
|
| 27 |
-
|
| 28 |
|
| 29 |
-
|
| 30 |
-
gr.HTML(value="<style>h1 {text-align: center;}</style><h1>Python Code Generation</h1>")
|
| 31 |
-
chatbot = gr.Chatbot([], elem_id="chatbot")
|
| 32 |
-
message = gr.Textbox(label="Text Prompt",placeholder="Enter the prompt to generate code")
|
| 33 |
-
message.submit(chat, [chatbot, message], chatbot)
|
| 34 |
|
| 35 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 6 |
# load saved tokenizer
|
| 7 |
tokenizer = RobertaTokenizer.from_pretrained('Yati05/TF-CodeT5-base')
|
| 8 |
|
| 9 |
+
def predict(user_input):
|
| 10 |
query = "Generate Python: " + user_input
|
| 11 |
encoded_text = tokenizer(query, return_tensors='tf', padding='max_length', truncation=True, max_length=48)
|
| 12 |
|
|
|
|
| 19 |
# decode generated tokens
|
| 20 |
decoded_code = tokenizer.decode(generated_code.numpy()[0], skip_special_tokens=True)
|
| 21 |
|
| 22 |
+
return decoded_code
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 23 |
|
| 24 |
+
|
|
|
|
|
|
|
|
|
|
|
|
|
| 25 |
|
| 26 |
+
with gr.Blocks(title="Python Code Generation",theme=gr.themesMonochrome()) as demo:
|
| 27 |
+
gr.HTML(value="<style>h1 {text-align: center;}</style><h1>Python Code Generation</h1>")
|
| 28 |
+
#gr.Markdown("# Python Code Generation")
|
| 29 |
+
input = gr.Textbox(label="Text Prompt",placeholder="Enter the prompt to generate code")
|
| 30 |
+
greet_btn = gr.Button("Generate")
|
| 31 |
+
output = gr.Textbox(label="Code")
|
| 32 |
+
greet_btn.click(fn=predict, inputs=input, outputs=output)
|
| 33 |
+
|
| 34 |
+
demo.launch(debug=True)
|