import grequests
import json

def embeddings_run(inputs, url="https://sanbo1200-jina-embeddings-v3.hf.space/api/v1/embeddings", model="jinaai/jina-embeddings-v3"):
    headers = {
        "Content-Type": "application/json"
    }
    
    # 支持单个或批量请求
    if isinstance(inputs, str):
        inputs = [inputs]
    
    # 创建请求列表
    requests = [
        grequests.post(
            url,
            headers=headers,
            json={"input": input, "model": model}
        ) for input in inputs
    ]
    
    # 并发执行请求
    responses = grequests.map(requests)
    
    # 处理响应
    results = []
    for response in responses:
        if response and response.status_code == 200:
            results.append(response.json())
            
    return results[0] if len(inputs) == 1 else results

if __name__ == "__main__":
    input_text = "Your text string goes here"
    print(f"---{embeddings_run(input_text)}")