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import os
from langchain_google_genai import GoogleGenerativeAIEmbeddings
from dotenv import load_dotenv
# load the environment variables
load_dotenv()
# Define the google api key
os.environ['GOOGLE_API_KEY'] = os.getenv('GOOGLE_API_KEY')
GOOGLE_API_KEY = os.environ.get("GOOGLE_API_KEY")
def text2vector(text):
embeddings = GoogleGenerativeAIEmbeddings(model="models/embedding-001", google_api_key=GOOGLE_API_KEY)
vector = embeddings.embed_query(text)
return vector
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