Spaces:
Sleeping
Sleeping
File size: 2,023 Bytes
be043a6 45462fb be043a6 45462fb be043a6 45462fb be043a6 45462fb be043a6 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 |
import streamlit as st
import requests
# Define the URL of the FastAPI service
API_URL = "https://lazarr19-prompt-engine.hf.space/most_similar" # Adjust if the FastAPI service is hosted elsewhere
def get_similar_prompts(query, n):
try:
response = requests.post(API_URL, json={"query": query, "n": n})
response.raise_for_status() # Raise an exception for HTTP errors
return response.json()
except requests.RequestException as e:
st.error(f"Error: {e}")
return None
def get_color(score):
if score >= 0.8:
return "green"
elif score >= 0.5:
return "orange"
else:
return "red"
def main():
st.title("Prompt Similarity Finder")
# User input for query
query = st.text_input("Enter your query:", "")
n = st.slider(
"Number of similar prompts to retrieve:", min_value=1, max_value=40, value=5
)
if st.button("Find Similar Prompts"):
if query:
with st.spinner("Fetching similar prompts..."):
result = get_similar_prompts(query, n)
if result:
similar_prompts = result.get("similar_prompts", [])
if similar_prompts:
st.subheader("Similar Prompts:")
for item in similar_prompts:
score = item["score"]
color = get_color(score)
# Apply color only to the score part
st.markdown(
f"<p><strong>Score:</strong> <span style='color:{color};'>{score:.2f}</span> <br> <strong>Prompt:</strong> {item['prompt']}</p>",
unsafe_allow_html=True,
)
st.write("---")
else:
st.write("No similar prompts found.")
else:
st.warning("Please enter a query.")
if __name__ == "__main__":
main()
|