Hello everyone, I am looking for a script to test on a large scale the relevance of the text anchors of my site in relation to the target content. I tried with the BERT and cosine similarity algorithms but I did not have a satisfactory result. Bert provide keywords from the scraped content and compare them with the anchor text to test matching with cosine similarity. Does someone has some suggestions ?

it take so much effort with huge site to add alt text, it should be nice to automate this time consuming task.

Hello all, I remember seeing here somewhere a way to describe images in bulk. Anyone has a python script to use ? and I am also looking for a script that compresses images but keeping them sharp.. strugling with this one.. Thank you !

Hey guys i need your help with the script below. what it already does: #1 first step list all images url missing alt text #2 use the script and generate alt text #3 i need your help for the third step, i ve not found a way to download images in a csv file and associate each image to its alt text. to use the script: #create a file with a columns urls contaning images urls to describe from openai import OpenAI import pandas as pd # put your chat gpt api below client = OpenAI(api_key="CHATGPT-API") def get_alt_text(img_url): response = client.chat.completions.create( model="gpt-4o-mini", messages=[ { "role": "user", "content": [ {"type": "text", "text": "Show me an alternative with a limitof 125 characters for this image to put it in html . Show the alternative text only."}, { "type": "image_url", "image_url": { "url": img_url, }, }, ], } ], max_tokens=20, ) return response.choices[0].message.content df= pd.read_csv('input.csv') df["alt text"] = df["urls"].apply(get_alt_text) df.to_csv('output.csv')

Hey everyone, we've been developing a new feature on Moonlit that allows you to deploy research agents that continuously monitor the SERPs across multiple search types (web, news, videos, images, scholar) for a given keyword topic and add any new information it finds to your knowledge base. The information added to the knowledge base can then be used to enhance your content workflows. Use cases include: - Maintaining a top-ranking page by ensuring your page has all the important topics from all other pages and new contenders. - Creating automated news sites or newsletters. - Monitor trending new videos on a certain topic. The feature is still in beta and we've provided access to a handful of users to collect feedback and improve it, so I thought I'd also share it with the community here for more input. If you'd like to give it a try please dm me here and include the email you've used for your Moonlit account.