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import gradio as gr
from transformers import pipeline
# Load the model
chatbot = pipeline("text-generation", model="facebook/blenderbot-400M-distill")
def chat_response(message):
response = chatbot(message, max_length=100, do_sample=True)
return response[0]['generated_text']
# Create Gradio interface
iface = gr.Interface(fn=chat_response, inputs="text", outputs="text", title="Bit GPT 0.2.8")
# Launch app
iface.launch()
import PyPDF2
def read_pdf(file_path):
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
syllabus_text = read_pdf("syllabus.pdf")
print("Syllabus Loaded Successfully!") |