Source code for langchain.tools.edenai.image_explicitcontent
from __future__ import annotations
import logging
from typing import Optional
from langchain.callbacks.manager import CallbackManagerForToolRun
from langchain.tools.edenai.edenai_base_tool import EdenaiTool
logger = logging.getLogger(__name__)
[docs]class EdenAiExplicitImageTool(EdenaiTool):
    """Tool that queries the Eden AI Explicit image detection.
    for api reference check edenai documentation:
    https://docs.edenai.co/reference/image_explicit_content_create.
    To use, you should have
    the environment variable ``EDENAI_API_KEY`` set with your API token.
    You can find your token here: https://app.edenai.run/admin/account/settings
    """
    name = "edenai_image_explicit_content_detection"
    description = (
        "A wrapper around edenai Services Explicit image detection. "
        """Useful for when you have to extract Explicit Content from images.
        it detects adult only content in images, 
        that is generally inappropriate for people under
        the age of 18 and includes nudity, sexual activity,
        pornography, violence, gore content, etc."""
        "Input should be the string url of the image ."
    )
    combine_available = True
    feature = "image"
    subfeature = "explicit_content"
    def _parse_json(self, json_data: dict) -> str:
        result_str = f"nsfw_likelihood: {json_data['nsfw_likelihood']}\n"
        for idx, found_obj in enumerate(json_data["items"]):
            label = found_obj["label"].lower()
            likelihood = found_obj["likelihood"]
            result_str += f"{idx}: {label} likelihood {likelihood},\n"