streamlit

choosing-streamlit-selection-widgets

Choosing the right Streamlit selection widget. Use when deciding between radio buttons, selectbox, segmented control, pills, or other option selection widgets. Helps pick the right widget for the number of options and selection type.

streamlit 197 19 Updated 4mo ago
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Install

npx skillscat add streamlit/agent-skills/choosing-streamlit-selection-widgets

Install via the SkillsCat registry.

SKILL.md

Streamlit selection widgets

The right selection widget for the job. Streamlit has evolved—many old patterns are now anti-patterns.

When to use what

Use st.segmented_control or st.pills when you want all options visible at once. Use st.selectbox or st.multiselect when options should be hidden in a dropdown.

Widget Best For
st.segmented_control 2-5 options, single select, all visible
st.pills 2-5 options, multi-select, all visible
st.selectbox Many options, single select, dropdown
st.multiselect Many options, multi-select, dropdown

Segmented control (options visible, single select)

# BAD
status = st.radio("Status", ["Draft", "Published"], horizontal=True)

# GOOD
status = st.segmented_control("Status", ["Draft", "Published"])

For vertical layouts, st.radio(..., horizontal=False) is still a great choice.

Cleaner, more modern look than horizontal radio buttons.

Pills (options visible, multi-select)

# Multi-select with few options
selected = st.pills(
    "Tags",
    ["Python", "SQL", "dbt", "Streamlit"],
    selection_mode="multi"
)

Can also be used to mimic an "example" widget, especially with label_visibility="collapsed":

st.pills("Examples", ["Show me sales data", "Top customers"], label_visibility="collapsed")

More visual and easier to use than st.multiselect for small option sets.

Selectbox (many options, single select)

country = st.selectbox(
    "Select a country",
    ["USA", "UK", "Canada", "Germany", "France", ...]
)

Dropdowns scale better than radio/pills for long lists.

Multiselect (many options, multi-select)

countries = st.multiselect(
    "Select countries",
    ["USA", "UK", "Canada", "Germany", "France", ...]
)

Toggle vs checkbox

Use st.toggle for settings that trigger changes in the app. Reserve st.checkbox for forms.

# GOOD: Toggle for app settings
dark_mode = st.toggle("Dark mode")
show_advanced = st.toggle("Show advanced options")

# GOOD: Checkbox in forms
with st.form("signup"):
    agree = st.checkbox("I agree to the terms")
    st.form_submit_button("Sign up")

Forms with border=False

Remove the default form border for cleaner inline forms. Keep the border for longer forms where visual grouping helps.

# Inline form without border
with st.form(key="add_item", border=False):
    with st.container(horizontal=True, vertical_alignment="bottom"):
        st.text_input("New item", label_visibility="collapsed", placeholder="Add item")
        st.form_submit_button("Add", icon=":material/add:")

# Longer form - keep the border for visual grouping
with st.form("signup"):
    st.text_input("Name")
    st.text_input("Email")
    st.selectbox("Role", ["Admin", "User"])
    st.form_submit_button("Submit")

Custom options in selectbox and multiselect

Allow users to add their own options with accept_new_options:

# Works with multiselect
tickers = st.multiselect(
    "Stock tickers",
    options=["AAPL", "MSFT", "GOOGL", "NVDA"],
    default=["AAPL"],
    accept_new_options=True,
    placeholder="Choose stocks or type your own"
)

# Also works with selectbox
country = st.selectbox(
    "Country",
    options=["USA", "UK", "Canada"],
    accept_new_options=True,
    placeholder="Select or type a country"
)

References