from langchain.document_loaders import YoutubeLoader from embedchain.utils import clean_string class YoutubeVideoLoader: def load_data(self, url): loader = YoutubeLoader.from_youtube_url(url, add_video_info=True) doc = loader.load() output = [] if not len(doc): raise ValueError("No data found") content = doc[0].page_content content = clean_string(content) meta_data = doc[0].metadata meta_data["url"] = url output.append({ "content": content, "meta_data": meta_data, }) return output