Rajan Singh
commited on
Commit
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bc8faf9
1
Parent(s):
5cc30ef
Moved Streamlit code to src/streamlit_app.py for proper Space launch
Browse files- src/streamlit_app.py +21 -39
src/streamlit_app.py
CHANGED
@@ -1,40 +1,22 @@
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import altair as alt
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import numpy as np
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import pandas as pd
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import streamlit as st
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"""
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df = pd.DataFrame({
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"x": x,
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"y": y,
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"idx": indices,
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"rand": np.random.randn(num_points),
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})
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st.altair_chart(alt.Chart(df, height=700, width=700)
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.mark_point(filled=True)
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.encode(
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x=alt.X("x", axis=None),
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y=alt.Y("y", axis=None),
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color=alt.Color("idx", legend=None, scale=alt.Scale()),
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size=alt.Size("rand", legend=None, scale=alt.Scale(range=[1, 150])),
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))
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import streamlit as st
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import requests
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import os
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st.title("My Hugging Face Model Interface")
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input_text = st.text_area("Enter your text:", "")
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HF_TOKEN = os.getenv("HF_TOKEN") # Loaded from Hugging Face Secrets
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if st.button("Get Prediction") and input_text:
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headers = {"Authorization": f"Bearer {HF_TOKEN}"} if HF_TOKEN else {}
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response = requests.post(
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"https://api-inference.huggingface.co/models/rajan3208/uzmi-gpt",
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headers=headers,
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json={"inputs": input_text}
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)
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if response.status_code == 200:
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st.success("Prediction:")
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st.write(response.json()[0]['generated_text'])
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else:
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st.error(f"Error {response.status_code}: {response.text}")
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