Update app.py

app.py

@@ -1,152 +1,33 @@
 import streamlit as st
-import openai
 
-# Access the OpenAI API key from Hugging Face Spaces secrets
-openai.api_key = st.secrets["YOUR_OPENAI_API_KEY"]
+# Sample database of neighborhoods (replace with real data)
+neighborhood_data = {
+    'Neighborhood A': {'price_range': (300000, 500000), 'amenities': {'school': 2, 'park': 5}, 'distance': 10},
+    'Neighborhood B': {'price_range': (200000, 400000), 'amenities': {'school': 5, 'supermarket': 3}, 'distance': 5},
+    # Add more neighborhoods...
+}
 
-st.title("Investment Property Finder in Breckenridge and Blue River, CO")
+def match_neighborhoods(price_range, amenities, max_distance):
+    matches = []
+    for name, data in neighborhood_data.items():
+        if data['price_range'][0] <= price_range[1] and data['price_range'][1] >= price_range[0]:
+            if all(amenity in data['amenities'] and data['amenities'][amenity] <= max_distance for amenity in amenities):
+                matches.append(name)
+    return matches
 
-# User inputs
-max_price = st.text_input("Maximum Price")
-amenities = st.multiselect("Amenities", ["Close to Skiing", "Hot Tub", "Bus Route", "Parking"])
-bedrooms = st.selectbox("Bedrooms", ["1", "2", "3", "4", "5+"])
-bathrooms = st.selectbox("Bathrooms", ["1", "2", "3", "4", "5+"])
-square_footage = st.selectbox("Square Footage", ["<1000 sqft", "1000-2000 sqft", "2000-3000 sqft", "3000-4000 sqft", "4000+ sqft"])
+st.title('Neighborhood Matchmaker')
 
-if st.button('Find Property'):
-    # Process the inputs and call the OpenAI API
-    user_input = (
-        """You are an AI assistant that provides highly specific investment property recommendations in Breckenridge and 
-        Blue River, CO. Consider the user's maximum price, selected amenities, and area preferences to recommend specific neighborhoods 
-        or intersections that would be a good fit for investment. Importantly, only recommend areas where short-term rentals are allowed 
-        under the new law. I'm considering buying an investment property in Breckenridge and Blue River, CO. My maximum price is {max_price}. I'm
-        looking for these amenities: {', '.join(amenities)}. Bedrooms: {bedrooms}, Bathrooms: {bathrooms}, Square Footage: {square_footage}.
-        Only reply with neighborhoods from this list of approved neighborhoods:
-Boulder Ridge Sub
-Peak 8 Place
-Glenwild sub
-Twin Elk Lodge
-Saw Mill Patch Townhomes
-Sawmill Creek Village
-Breckenridge Park Meadows Condo
- Wildwood Lodge Condo
- Sunset Condo
-Double Eagle Condo
-Four O’Clock Condo
-Tyra Summit Condo #3 Mountaineer
-Wedgewood Condo
-Retreat Condo
-Winterpoint Townhomes
-Antlers Lodge Condominiums
-Skyway Lodge Condo
-Jenni Exchange Condo
-Snider Addition
-Bartlett & Shock Sub
-Journal Building Condo
-Ski Hill Condo
-Georgia Square Condo
-River Mountain Lodge Condo
-Sawmill Creek Condo
-Sawmill Creek Village Sub
-Pine Ridge Condo
-Blazing Saddles Condo
-Main Street Mall Condo
-Park Place Condo
-Sundowner II Condos
-Sundowner Condo
-Cimarron Condo
-One Breckenridge Place
-Columbine Condo
-Winterpoint Townhomes
-Trails End Condo
-Cedars At Breckenridge Townhomes
-Der Steiermark Condo
-Mountainwood Condo
-Park Avenue Lofts Condo
-Snodallion Condo
-Timbernest Condo
-Powderhorn Condo
-Pine Creek Townhomes
-Tannenbaum By The River
-Mother Lode Condo
-Base 9 Condo
-Snowdrop Condo
-Lance’s West Condo
-Miners Candle Condo
-Lift Condo
-Snowspruce Condo
-Inner Circle Condo
-Christiana Condo
-Tamarisk Condo
-Village Point Townhomes At Breck
-Corral At Breckenridge
-Snowflake
-Chimney Ridge Townhomes
-Highlander Townhomes
-Elk Ridge Townhomes
-Kings Ridge Condo
-Los Pinos 
-Westridge Townhomes
-Westridge Cluster Homes
-Tyra IV Riverbend Lodge Condo
-Saddlewood condo
-Timber Trail Sub
-Tyra Summit Condo                                                                   
-Crystal Peak Lodge
-One Ski Hill Place					
-Mountain Thunder Lodge
-River Mountain Lodge Condo
-Main Street Junction 
-Main Street Station Condo
-Water House on Main Breck
-Village At Breckenridge
-Plaza Three Condo AKA Wetterhorn
-Liftside Condo
-Chateaux Condominium Hotel
-Marriot Mountain Valley Lodge AKA Hotel Breckenridge
-Beaver Run Condo
-Bluesky Breckenridge Condo
+min_price, max_price = st.slider("Select your price range", 100000, 1000000, (200000, 500000))
+selected_amenities = st.multiselect("Select desired amenities", ['school', 'park', 'supermarket', 'public transport'])
+max_distance = st.selectbox("Maximum distance to amenities (in miles)", [1, 2, 5, 10, 20])
 
-96 Subdivision
-97 South Subdivision
-97 Subdivision
-Aspen View
-Blue Rock Springs
-Bryce Estates
-Clyde Lode
-Coronet
-Crown
-Blue River Condos 
-Golden Crown
-Lakeshore
-Leap Year
-Louise Placer
-McCullough Gulch
-Mountain View
-New Eldorado
-New Eldorado Townhomes
-Pennsylvania Canyon
-Rivershore
-Royal
-Sherwood Forest
-Silverheels
-Smith Mining Claim
-Spillway
-Sunny Slope
-Timber Creek Estates 
-Timber Line
-Wilderness
-"""
-    )
-    
-    # Call the OpenAI API with the chat model
-    response = openai.ChatCompletion.create(
-        model="gpt-4",  # Replace with the GPT-4 model you are using
-        messages=[
-            {"role": "system", "content": "You are a helpful assistant."},
-            {"role": "user", "content": user_input}
-        ]
-    )
+if st.button('Find Match'):
+    matches = match_neighborhoods((min_price, max_price), selected_amenities, max_distance)
+    if matches:
+        st.write('Matching Neighborhoods:')
+        for match in matches:
+            st.write(match)
+    else:
+        st.write('No matches found. Try adjusting your criteria.')
 
-    # Display the response from the API
-    st.write(response.choices[0].message['content'])
+# Remember to handle user data responsibly.