blip-model / test_part1.py
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from dotenv import find_dotenv, load_dotenv
from transformers import pipeline
# from langchain import PromptTemplate, LLMChain, OpenAI
from langchain_openai import ChatOpenAI
from langchain.prompts import PromptTemplate
from langchain.chains import LLMChain
from langchain_openai import ChatOpenAI
import requests
import os
load_dotenv(find_dotenv())
# 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 = os.getenv("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")
# openai_api_key = os.getenv("OPENAI_API_KEY")
# if openai_api_key is None:
# raise ValueError("Khóa API OPENAI_API_KEY không tìm thấy. Vui lòng kiểm tra file .env.")
# img2text
def img2text(url):
image_to_text = pipeline("image-to-text", model = "Salesforce/blip-image-captioning-large")
text = image_to_text(url)[0]["generated_text"]
print(text)
return text
img2text("Blackpink.png")