app.py

# streamlit_app.py
import streamlit as st
import requests

# Streamlit app title
st.title("Top K Search with Vector DataBase")

# FastAPI endpoint URL
url = "http://127.0.0.1:8000/search/"

# Input fields in Streamlit
id = st.text_input("Enter ID:", value="1")
prompt = st.text_input("Enter your prompt:")
k = st.number_input("Top K results:", min_value=1, max_value=100, value=3)

# Trigger the search when the button is clicked
if st.button("Search"):
    # Construct the request payload
    payload = {
        "id": id,
        "prompt": prompt,
        "k": k
    }

    # Make the POST request
    response = requests.post(url, json=payload)

    # Handle the response
    if response.status_code == 200:
        results = response.json()
        st.write(results)
    else:
        st.error(f"Error: {response.status_code} - {response.text}")