The latest articles on DEV Community by Zubair Naseem (@xubaer). https://dev.to/xubaer https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F209267%2Fa227099a-9b65-4e1e-9170-d37f29f92419.jpg https://dev.to/xubaer en Zubair Naseem Sun, 14 Apr 2024 20:41:37 +0000 https://dev.to/xubaer/ai-comment-moderator-1ano https://dev.to/xubaer/ai-comment-moderator-1ano <p><em>This is a submission for the <a href="https://dev.to/devteam/join-us-for-the-cloudflare-ai-challenge-3000-in-prizes-5f99">Cloudflare AI Challenge</a>.</em></p> <h2> What I Built </h2> <p>I built a comment system moderated by AI, eliminating the need for a human intervention and saving countless hours on reading useless comments full of spam or profanity.</p> <h2> Demo </h2> <p><a href="https://cf-challenge-comment-system.pages.dev/" rel="noopener noreferrer">https://cf-challenge-comment-system.pages.dev/</a></p> <h2> My Code </h2> <p><a href="https://github.com/Xubaer/cf-challenge-comment-system" rel="noopener noreferrer">https://github.com/Xubaer/cf-challenge-comment-system</a></p> <h2> Journey </h2> <p>I never knew how powerful cloudflare really can be and it has pages and workers functionality.<br> I used cloudflare Ai to moderate comments from users using two different models, one to moderate the comments and the other for sentiment analysis which helps showing the up/down vote counts :D <br> I hope to make this as a white label project which can be integrated and injected into different websites and apps. It would work as plug and play.</p> <p><strong>Multiple Models and/or Triple Task Types</strong><br> Used <code>"@hf/thebloke/openhermes-2.5-mistral-7b-awq"</code> to moderate comments and receive a json format about the comment.<br> <code>"@cf/huggingface/distilbert-sst-2-int8"</code> for sentiment analysis that helps me add count to the up/down votes for the overall comments.</p> cloudflarechallenge devchallenge ai