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| import streamlit as st | |
| from st_ner_annotate import st_ner_annotate | |
| st.title("Named entity recognition demo") | |
| text = """Manhattan traces its origins to a trading post founded by colonists | |
| from the Dutch Republic in 1624 on Lower Manhattan; the post was named New | |
| Amsterdam in 1626. Manhattan is historically documented to have been purchased | |
| by Dutch colonists from Native Americans in 1626 for 60 guilders, which equals | |
| roughly $1059 in current terms. The territory and its surroundings came under | |
| English control in 1664 and were renamed New York after King Charles II of | |
| England granted the lands to his brother, the Duke of York. New York, based | |
| in present-day Manhattan, served as the capital of the United States from 1785 | |
| until 1790. The Statue of Liberty greeted millions of immigrants as they came | |
| to America by ship in the late 19th century and is a world symbol of the United | |
| States and its ideals of liberty and peace. Manhattan became a borough during | |
| the consolidation of New York City in 1898. | |
| """ | |
| entity_labels = ["LOC", "PERSON", "ORG", "MISC"] | |
| ents = [] | |
| current_entity_type = st.selectbox("Mark for Entity Type", entity_labels) | |
| entities = st_ner_annotate(current_entity_type, text, ents, key=42) | |
| st.json(entities) | |