Bit_gpt_0.2.8 / app.py
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import gradio as gr
from transformers import pipeline
import PyPDF2
# πŸ“Œ Load syllabus from PDF
def read_pdf(file_path):
try:
with open(file_path, "rb") as file:
reader = PyPDF2.PdfReader(file)
text = "\n".join([page.extract_text() for page in reader.pages if page.extract_text()])
return text
except Exception as e:
return f"Error loading syllabus: {str(e)}"
syllabus_text = read_pdf("syllabus.pdf")
# πŸ“Œ Load AI Model
chatbot = pipeline("text-generation", model="facebook/blenderbot-400M-distill")
# πŸ“Œ Define Chat Function
def chat_response(message):
if "syllabus" in message.lower():
return syllabus_text
response = chatbot(message, max_length=100, do_sample=True)
return response[0]['generated_text']
# πŸ“Œ Create Gradio Interface
iface = gr.Interface(fn=chat_response, inputs="text", outputs="text", title="Bit GPT 0.2.8")
# πŸ“Œ Launch App
if __name__ == "__main__":
iface.launch()