from twisted.internet import reactor, defer
from treq import post
import json

@defer.inlineCallbacks
def embeddings_run_treq(input_text, url="https://sanbo1200-jina-embeddings-v3.hf.space/api/v1/embeddings"):
    headers = {
        "Content-Type": "application/json"
    }
    data = {
        "input": input_text,
        "model": "jinaai/jina-embeddings-v3"
    }
    
    response = yield post(
        url,
        headers=headers,
        json=data
    )
    content = yield response.json()
    defer.returnValue(content)

def main():
    d = embeddings_run_treq("Your text string goes here")
    d.addCallback(lambda result: print(f"---{result}"))
    d.addBoth(lambda _: reactor.stop())
    reactor.run()

if __name__ == "__main__":
    main()