Delete app.py

app.py

@@ -1,55 +0,0 @@
-import streamlit as st
-import os
-import json
-from model import load_vectorstore, ask_question
-
-st.set_page_config(page_title="Simple RAG Q&A", layout="centered")
-st.title("RAG Q&A with Mistral AI")
-st.write("Upload a PDF and ask questions about its content.")
-
-# PDF upload
-pdf_path = "/app/data/document.pdf"
-uploaded_file = st.file_uploader("Upload PDF", type=["pdf"])
-
-if uploaded_file:
-    os.makedirs("/app/data", exist_ok=True)
-    try:
-        with open(pdf_path, "wb") as f:
-            f.write(uploaded_file.read())
-        st.success("PDF uploaded!")
-        
-        with st.spinner("Indexing document..."):
-            load_vectorstore(pdf_path)
-            st.success("Document indexed!")
-    except Exception as e:
-        st.error(f"Failed to upload/index PDF: {str(e)}")
-
-# Query input
-query = st.text_input("Enter your question", 
-                      "How many articles are there in the Selenium webdriver python course?")
-if st.button("Ask") and query:
-    if not os.path.exists(pdf_path):
-        st.error("Please upload a PDF first.")
-    else:
-        with st.spinner("Generating answer..."):
-            try:
-                result = ask_question(query, pdf_path)
-                st.subheader("Answer")
-                st.write(result["answer"])
-                
-                st.subheader("Retrieved Contexts")
-                for i, context in enumerate(result["contexts"], 1):
-                    with st.expander(f"Context {i}"):
-                        st.write(context)
-            except Exception as e:
-                st.error(f"Failed to generate answer: {str(e)}")
-
-# Query endpoint for testing
-if "query" in st.experimental_get_query_params():
-    query = st.experimental_get_query_params().get("query", [""])[0]
-    if query and os.path.exists(pdf_path):
-        try:
-            result = ask_question(query, pdf_path)
-            st.json(result)
-        except Exception as e:
-            st.json({"error": str(e)})