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Toxicity Detection SMS Bot

4 posts · Nov 2023 – Mar 2025

What this trail covers

Cohere's AI models and Twilio's messaging platform are used to develop a toxicity detection system for SMS messages. This system outlines the architecture, data processing, model integration, and deployment strategies for real-time content moderation in an SMS-based application. The system aims to identify and flag harmful or inappropriate content within user-generated messages, enhancing platform safety and user experience. This iteration focuses on leveraging NLP for content moderation.

All Cohere trails
  1. Use NLP to tackle online toxicity with content moderationThis post details the technical implementation of an AI-powered Magic the Gathering card generator, focusing on prompt engineering, data preparation, and model fine-tuning to produce game-specific content. It demonstrates the application of LLMs for generating card text, abilities, and potentially visual elements, showcasing a novel use case for generative AI beyond traditional text-based tasks.
  2. Building a Toxicity Detection SMS Bot with Cohere and TwilioThis post details the technical implementation of an SMS bot for toxicity detection using Cohere's NLP models and Twilio's messaging platform. It covers the architecture, data processing, model integration, and deployment strategies for real-time content moderation, focusing on leveraging NLP for content moderation.
  3. Tackling Toxicity: Leveraging NLP for Content ModerationThis post details the technical implementation of an AI-powered SMS toxicity detection system, focusing on the architecture, data processing, model integration, and deployment strategies for real-time content moderation. It leverages NLP for content moderation to identify and flag harmful or inappropriate content within user-generated messages.
  4. Content Moderation with the Classify APIThis post details the architecture, data processing, model integration, and deployment strategies for a toxicity detection system for SMS messages using Cohere's Classify API and Twilio. It outlines how to build a real-time content moderation system for SMS applications, focusing on identifying and flagging harmful content.