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app.py
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app.py
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"""
Gradio app for running the RAG model with an interface.
"""
from typing import List, Tuple
from query import query_rag
import gradio as gr
INTRO_STRING = """
# 🎲 BoardRAG
A RAG application feeding on board games running locally. Create a database with your favorite board game rulesets and query the RAG model to get answers to your questions!
"""
def query_interface(message: str, chat_history: str) -> Tuple[str, List]:
"""
Queries the RAG model with the given query and returns the response.
Args:
message (str): The query to be passed to the RAG model.
chat_history (str): The chat history.
Returns:
str: The response from the RAG model.
List: The chat history, with the new message and response appended.
"""
bot_message = query_rag(message)["response_text"]
chat_history.append((message, bot_message))
return "", chat_history
with gr.Blocks() as demo:
gr.Markdown(INTRO_STRING)
chatbot = gr.Chatbot()
msg = gr.Textbox(
placeholder="Ask a question, for example: 'How can I build a hotel in Monopoly?'"
)
clear = gr.ClearButton([msg, chatbot])
msg.submit(query_interface, [msg, chatbot], [msg, chatbot])
if __name__ == "__main__":
demo.launch(server_name="0.0.0.0", server_port=7860)