app.py

import json

import gradio as gr


def ner(text):
    api = gr.Interface.load("d4data/biomedical-ner-all", src="models")
    output = api(text)
    replaced_spans = [
        (key, None) if value == "No Disease" else (key, value) for (key, value) in spans
    ]
    return replaced_spans


EXAMPLE_TEXTS = []
with open("examples.json", "r") as f:
    example_json = json.load(f)
    EXAMPLE_TEXTS = [x["text"] for x in example_json]


interface = gr.Interface(
    ner,
    inputs=gr.Textbox(label="Input", value=""),
    outputs="highlightedtext",
    examples=EXAMPLE_TEXTS,
)

interface.launch()