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🎈 Streamlit

Streamlit is an open-source Python library that makes it easy to create and share beautiful, custom web apps for machine learning and data science. In just a few minutes you can build and deploy powerful data apps.

Apache 2.0 License  • Site

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Install​

Install Streamlit:
pip install streamlit

Install streamlit-chromadb-connection, which connects your Streamlit app to Chroma through st.connection:
pip install streamlit-chromadb-connection

Main Benefits​

Simple Example​

Python​

import streamlit as st
from streamlit_chromadb_connection.chromadb_connection import ChromadbConnection

configuration = {
    "client": "PersistentClient",
    "path": "/tmp/.chroma"
}

collection_name = "documents_collection"

conn = st.connection("chromadb",
                     type=ChromaDBConnection,
                     **configuration)
documents_collection_df = conn.get_collection_data(collection_name)
st.dataframe(documents_collection_df)

Resources​

Tutorials​