Skip to main content

🎈 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

LanguagesDocsGithub
PythonDocsCode

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