import google.generativeai as genai import os from dotenv import load_dotenv load_dotenv() genai.configure(api_key=os.getenv("GEMINI_API_KEY")) def get_embedding(text): result = genai.embed_content( model="models/gemini-embedding-2", content=text, task_type="retrieval_document" ) return result['embedding']