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import os
import streamlit as st
import streamlit.components.v1 as components
from datasets import load_dataset
from pyserini.search.lucene import LuceneSearcher
st.set_page_config(page_title="Gaia Search", layout="wide")
os.makedirs(os.path.join(os.getcwd(), ".streamlit"), exist_ok=True)
with open(os.path.join(os.getcwd(), ".streamlit/config.toml"), "w") as file:
file.write('[theme]\nbase="light"')
st.sidebar.markdown(
"""
<style>
.aligncenter {
text-align: center;
font-weight: bold;
font-size: 50px;
}
</style>
<p class="aligncenter">Gaia Search 🌖🌏</p>
<p style="text-align: center;"> A search engine for the LAION large scale image caption corpora</p>
""",
unsafe_allow_html=True,
)
st.sidebar.markdown(
"""
<style>
.aligncenter {
text-align: center;
}
</style>
<p style='text-align: center'>
<a href="" >GitHub</a> | <a href="" >Project Report</a>
</p>
<p class="aligncenter">
<a href="" target="_blank">
<img src="https://colab.research.google.com/assets/colab-badge.svg"/>
</a>
</p>
""",
unsafe_allow_html=True,
)
query = st.sidebar.text_input(label="Search query", value="")
footer = """<style>
.footer {
position: fixed;
left: 0;
bottom: 0;
width: 100%;
background-color: white;
color: black;
text-align: center;
}
</style>
<div class="footer">
<p>Powered by <a href="https://huggingface.co/" >HuggingFace 🤗</a> and <a href="https://github.com/castorini/pyserini" >Pyserini 🦆</a></p>
</div>
"""
st.sidebar.markdown(footer, unsafe_allow_html=True)
searcher = LuceneSearcher("index")
ds = load_dataset("imdb", split="train")
def search(query):
hits = searcher.search(query, k=10)
results = ds.select([int(hit.docid) for hit in hits])
return results + "<br><br>"
if st.sidebar.button("Search"):
results = search(query)
rendered_results = f"""
<div id="searchresultsarea">
<br>
{results}
</div>
"""
st.markdown(
"""
<link href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css" rel="stylesheet"
integrity="sha384-EVSTQN3/azprG1Anm3QDgpJLIm9Nao0Yz1ztcQTwFspd3yD65VohhpuuCOmLASjC" crossorigin="anonymous">
""",
unsafe_allow_html=True,
)
st.markdown(
"""
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/all.min.css">
""",
unsafe_allow_html=True,
)
st.markdown(
f"""
<div class="row no-gutters mt-3 align-items-center">
Gaia Search 🌖🌏
<div class="col col-md-4">
<input class="form-control border-secondary rounded-pill pr-5" type="search" value="{query}" id="example-search-input2">
</div>
<div class="col-auto">
<button class="btn btn-outline-light text-dark border-0 rounded-pill ml-n5" type="button">
<i class="fa fa-search"></i>
</button>
</div>
</div>
""",
unsafe_allow_html=True,
)
components.html(
"""
<style>
#searchresultsarea {
font-family: 'Arial';
}
#searchresultsnumber {
font-size: 0.8rem;
color: gray;
}
.searchresult h2 {
font-size: 19px;
line-height: 18px;
font-weight: normal;
color: rgb(7, 111, 222);
margin-bottom: 0px;
margin-top: 25px;
}
.searchresult a {
font-size: 12px;
line-height: 12px;
color: green;
margin-bottom: 0px;
}
.dark-mode {
color: white;
}
</style>
<button onclick="myFunction()">Toggle dark mode</button>
"""
+ rendered_results,
height=800,
scrolling=True,
)
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