move to thenlper/gte-small

50_weather_quotes.txt

@@ -2,7 +2,6 @@
 
 2. “Weather forecast for tonight: dark.” — George Carlin
 
-Related  50 Currency Quotes About Standardized Money
 3. “I love the rain. It’s my favorite weather.” — Kristen Wiig
 
 4. “I love being in a city with great weather.” — Sean McVay
@@ -19,9 +18,6 @@ Related  50 Currency Quotes About Standardized Money
 
 10. “A change in the weather is sufficient to recreate the world and ourselves.” — Marcel Proust
 
-Stormy weather quotes
-The storm is not just a metaphor for extreme weather but also for trying times. The quotes in this section serve as an excellent example of this.
-
 11. “If you want to see the sunshine, you have to weather the storm.” — Frank Lane
 
 12. “Faith is not a delicate flower which would wither away under the slightest stormy weather.” — Mahatma Gandhi
@@ -42,10 +38,6 @@ The storm is not just a metaphor for extreme weather but also for trying times.
 
 20. “I have seen many storms in my life. Most storms have caught me by surprise, so I had to learn very quickly to look further and understand that I am not capable of controlling the weather, to exercise the art of patience, and to respect the fury of nature.” — Paulo Coelho
 
-Related  50 Expectation Quotes To Fuel Your Mind And Spirit
-Good weather quotes
-Make use of the best weather quotes to appreciate good weather. Go nowhere else; find them right here in this section.
-
 21. “He was sunshine most always-I mean, he made it seem like good weather.” — Mark Twain
 
 22. “My wife Danielle and I love traveling, different cultures, and good weather.” — Gary Lineker
@@ -66,9 +58,6 @@ Make use of the best weather quotes to appreciate good weather. Go nowhere else;
 
 30. “And so we stayed out in the garden of the old house until we couldn’t kick a ball, laughing in the gathering twilight, making the most of the good weather and all the days that were left, our little game watched only by next door’s cat, and every star in the heavens.” — Tony Parsons
 
-Bad weather quotes
-When the weather doesn’t go your way, it’s sometimes called “bad weather.” These weather quotes provide insight into the weather-related views of those around us.
-
 31. “Bad weather always looks worse through a window.” — Tom Lehrer
 
 32. “Concrete is, essentially, the color of bad weather.” — William Hamilton
@@ -81,7 +70,6 @@ When the weather doesn’t go your way, it’s sometimes called “bad weather.
 
 36. “We may have bad weather in Ireland, but the sun shines in the hearts of the people, and that keeps us all warm.” — Marianne Williamson
 
-Related  25 Thomas Mann Quotes About The Nature Of The Soul
 37. “As a mountain walker, one of the most frustrating mistakes one can make in bad weather is taking the wrong route down.” — Dominic Grieve
 
 38. “Everyone knows, at some level, that the sharp line between “good weather” and “bad weather” is a fiction, that we need rain as surely as we need sun.” — Bill McKibben
@@ -90,9 +78,6 @@ Related  25 Thomas Mann Quotes About The Nature Of The Soul
 
 40. “We often hear of bad weather, but in reality no weather is bad. It is all delightful, though in different ways. Some weather may be bad for farmers or crops, but for man, all kinds are good. Sunshine is delicious, rain is refreshing, wind braces us up, snow is exhilarating.” — John Lubbock
 
-Some more weather quotes
-Here are a few other interesting weather quotes.
-
 41. “I’m not a fan of cold weather.” — Ravyn Lenae
 
 42. “I like the cold weather. It means you get work done.” — Noam Chomsky

app.py

@@ -6,6 +6,10 @@ from huggingface_hub import InferenceClient
 from sentence_transformers import SentenceTransformer
 from supabase import create_client, Client
 from dotenv import load_dotenv
+import base64
+from io import BytesIO
+from PIL import Image
+
 
 # Load environment variables
 load_dotenv()
@@ -27,7 +31,21 @@ client = InferenceClient(token=HF_API_KEY)
 # Initialize Supabase
 supabase: Client = create_client(SUPABASE_URL, SUPABASE_KEY)
 
-model = SentenceTransformer('all-MiniLM-L6-v2')
+model = SentenceTransformer('thenlper/gte-small')
+
+def generate_outfit_image(clothing_suggestion):
+    prompt = f"A fashion illustration showing an outfit with {clothing_suggestion}. Stylized, colorful, no text."
+    
+    # Generate image using Stable Diffusion via Hugging Face
+    image_bytes = client.text_to_image(
+        prompt,
+        model="stabilityai/stable-diffusion-2-1",
+        negative_prompt="blurry, low quality, text, words, labels",
+    )
+    
+   # Convert bytes to PIL Image
+    image = Image.open(BytesIO(image_bytes))
+    return image
 
 def get_weather(city):
     base_url = "http://api.openweathermap.org/data/2.5/weather"
@@ -47,7 +65,31 @@ def get_ai_clothing_suggestion(weather_data):
     Humidity: {weather_data['main']['humidity']}%
     Wind Speed: {weather_data['wind']['speed']} m/s
 
-    Suggest appropriate clothing to wear, including top, bottom, and any necessary accessories.
+    Suggest appropriate clothing to wear, including top, bottom.
+    Make sure to stick to hugging faces free response size limit.
+    """
+
+    # Using Mistral 7B Instruct model via Hugging Face
+    response = client.text_generation(
+        prompt,
+        model="mistralai/Mistral-7B-Instruct-v0.1",
+        max_new_tokens=150,
+        temperature=0.7,
+        top_k=50,
+        top_p=0.95,
+    )
+
+    return response
+
+def get_ai_weather_explanation(weather_data):
+    prompt = f"""
+    Given the following weather conditions:
+    Temperature: {weather_data['main']['temp']}°C
+    Weather: {weather_data['weather'][0]['main']} ({weather_data['weather'][0]['description']})
+    Humidity: {weather_data['main']['humidity']}%
+    Wind Speed: {weather_data['wind']['speed']} m/s
+
+    Give me the description of the weather.
     Make sure to stick to hugging faces free response size limit.
     """
 
@@ -70,7 +112,7 @@ def get_relevant_quote(weather_condition):
     response =  supabase.rpc("match_quote_embeddings",{
             'query_embedding': weather_embedding,
             'match_threshold': 0.5,
-            'match_count': 1
+            'match_count': 5
     }).execute()
 
 
@@ -104,11 +146,20 @@ if st.button("Get Weather and Clothing Suggestion"):
         st.subheader("What to Wear (AI Suggestion):")
         st.write(clothing_suggestion)
         with st.spinner("Finding a relevant quote..."):
-            quote = get_relevant_quote(f"{main_weather} {description}")
+            weather_description = get_ai_weather_explanation(weather_data)
+            quote = get_relevant_quote(f"{weather_description}")
+
         st.subheader("Quote of the Day:")
         st.write(quote)
+        st.subheader("Weather description:")
+        st.write(weather_description)
     else:
         st.error("City not found. Please check the spelling and try again.")
 
+    with st.spinner("Generating outfit image..."):
+        outfit_image = generate_outfit_image(clothing_suggestion)
+    st.subheader("Outfit Visualization:")
+    st.image(outfit_image, caption="AI-generated outfit based on the suggestion")
+
 # Display current date and time
 st.sidebar.write(f"Current Date and Time: {datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')}")

orginal_50_weather_quotes.txt

@@ -1,95 +1,4 @@
 50 Weather Quotes for Sunny and Rainy Days
-Norbert Juma
-By Norbert Juma
-
-Master quote curator and editor on a mission to inspire
-
-Published January 5, 2023
-Weather quotes offer a fresh and soothing feeling. 
-
-If you are searching for these quotes, we have something to share with you. 
-
-Here, we have arranged the best 50 weather quotes to inspire you. 
-
-Besides, you can also learn about the different components of our weather. 
-
-If interested, please continue reading.
-
-How is weather formed? 
-There are six major components of weather. These include:
-
-Atmospheric pressure 
-Temperature 
-Clouds
-Humidity 
-Wind 
-Rain
-If any of these elements change, it results in changing the weather pattern. 
-
-Here, all these factors are briefly discussed.
-
-Check out these weather balloon quotes for more information!
-
-Atmospheric pressure
-This factor relates to the density and weight of the air.
-
-With changing atmospheric pressure, the atmosphere could become cooler or warmer. 
-
-This is because the change in air density affects its temperature. 
-
-According to the law of physics, dense air molecules are colder and have less energy. 
-
-Therefore, the high atmospheric weather system brings cooler air.
-
-Low-pressure systems increase the temperatures. 
-
-Temperature
-Temperature refers to the coldness or hotness of the atmosphere. 
-
-The heat absorbed by the sun is retained in our atmosphere, known as the greenhouse effect. 
-
-The overall temperature of our atmosphere depends on the duration of the day and the intensity of the sunlight. 
-
-The temperature on the poles is the lowest, as these areas are away from direct sunlight.
-
-Conversely, the temperature on the equator is higher, as this part receives maximum sunlight. 
-
-Clouds
-Clouds are an essential part of our weather system. 
-
-These are made of tiny droplets or water vapors.
-
-Clouds are formed when water evaporates from large bodies like seas, lakes, and rivers. 
-
-Upon condensation, these water vapors cool down and form clouds. 
-
-Humidity
-Humidity is defined as the amount of water vapors in the air. 
-
-It increases with the increase in temperature. 
-
-Besides, cooler air is less humid, as it cannot carry excessive water vapors.
-
-With increased humidity levels, the chances of precipitation are also higher.
-
-Wind
-We describe the wind as moving air. 
-
-The speed of the wind depends on atmospheric pressure. 
-
-When air flows from an area of high pressure to one with low pressure, it gains speed.  
-
-Hence, the difference between the air pressure determines the wind speed. 
-
-Rain
-When water vapors in the clouds cool down, they become tiny water droplets that are heavy and fall from the sky. 
-
-This is how rain happens. 
-
-Besides, tropical areas have more rain and a humid environment. 
-
-Top 10 weather quotes
-Here are the best weather quotes your friends and followers on social media will surely appreciate.
 
 1. “In fair weather, prepare for foul.” — Thomas Fuller
 
@@ -112,9 +21,6 @@ Related  50 Currency Quotes About Standardized Money
 
 10. “A change in the weather is sufficient to recreate the world and ourselves.” — Marcel Proust
 
-Stormy weather quotes
-The storm is not just a metaphor for extreme weather but also for trying times. The quotes in this section serve as an excellent example of this.
-
 11. “If you want to see the sunshine, you have to weather the storm.” — Frank Lane
 
 12. “Faith is not a delicate flower which would wither away under the slightest stormy weather.” — Mahatma Gandhi
@@ -135,10 +41,6 @@ The storm is not just a metaphor for extreme weather but also for trying times.
 
 20. “I have seen many storms in my life. Most storms have caught me by surprise, so I had to learn very quickly to look further and understand that I am not capable of controlling the weather, to exercise the art of patience, and to respect the fury of nature.” — Paulo Coelho
 
-Related  50 Expectation Quotes To Fuel Your Mind And Spirit
-Good weather quotes
-Make use of the best weather quotes to appreciate good weather. Go nowhere else; find them right here in this section.
-
 21. “He was sunshine most always-I mean, he made it seem like good weather.” — Mark Twain
 
 22. “My wife Danielle and I love traveling, different cultures, and good weather.” — Gary Lineker
@@ -159,9 +61,6 @@ Make use of the best weather quotes to appreciate good weather. Go nowhere else;
 
 30. “And so we stayed out in the garden of the old house until we couldn’t kick a ball, laughing in the gathering twilight, making the most of the good weather and all the days that were left, our little game watched only by next door’s cat, and every star in the heavens.” — Tony Parsons
 
-Bad weather quotes
-When the weather doesn’t go your way, it’s sometimes called “bad weather.” These weather quotes provide insight into the weather-related views of those around us.
-
 31. “Bad weather always looks worse through a window.” — Tom Lehrer
 
 32. “Concrete is, essentially, the color of bad weather.” — William Hamilton
@@ -183,9 +82,6 @@ Related  25 Thomas Mann Quotes About The Nature Of The Soul
 
 40. “We often hear of bad weather, but in reality no weather is bad. It is all delightful, though in different ways. Some weather may be bad for farmers or crops, but for man, all kinds are good. Sunshine is delicious, rain is refreshing, wind braces us up, snow is exhilarating.” — John Lubbock
 
-Some more weather quotes
-Here are a few other interesting weather quotes.
-
 41. “I’m not a fan of cold weather.” — Ravyn Lenae
 
 42. “I like the cold weather. It means you get work done.” — Noam Chomsky

setup_db.py

@@ -14,7 +14,7 @@ supabase_key = os.getenv("SUPABASE_KEY")
 supabase: Client = create_client(supabase_url, supabase_key)
 
 # Initialize SentenceTransformer
-model = SentenceTransformer('all-MiniLM-L6-v2')
+model = SentenceTransformer('thenlper/gte-small')
 
 def process_text_file(file_path: str):
     # Read the file