Cerebras Cookbook: Build Your Own 10s AI Fact-Checker

Build Your Own AI Content Fact Checker with Cerebras & Parallel Stop manually verifying claims! In this workshop, Zhenwei (Cerebras) and Khushi (Parallel) show you how to build a fully automated, AI-powered content fact checker. By combining Parallel’s real-time Search and Extract APIs with Cerebras’ record-breaking inference speeds (powered by the WSE-3), you’ll learn how to transform any URL or article into a structured list of verified claims with clickable source links. 📍 Chapters: 0:00 Introduction to the Content Fact Checker 0:45 What You'll Build Today 1:12 How Cerebras & Parallel Enable Fast Analysis 2:00 Setting Up: Packages & API Keys 2:38 The Problem: Traditional vs. AI Fact Checking 4:05 Deep Dive: How the AI Workflow Works 5:20 Step 2: Creating the Cerebras LLM Wrapper 6:06 Step 3: Connecting to the Internet with Parallel Search 7:05 Step 4: Structuring Evidence Context 7:42 Step 5: Schema Validation & Constrained Decoding 8:35 Step 6: Final Pipeline & Delivering Verdicts 9:38 Scaling & Deployment Ideas 10:15 Conclusion & Free Credits Follow along with the cookbook: https://developers.openai.com/cookbook/articles/gpt-oss/build-your-own-fact-checker-cerebras?utm_campaign=ParallelCookbookDoc&utm_source=YT&utm_content=ParallelWorkshop +++ Subscribe to our channel! https://www.youtube.com/@Cerebras Cerebras builds the world’s largest AI chip — delivering up to 15× faster inference than leading GPUs. Our mission is to engineer the future of compute and make state-of-the-art AI accessible to every team. Explore our newest open-source models and get free compute at http://cerebras.ai/ . Watch our full video library: https://youtube.com/@Cerebras/videos Read the latest engineering deep dives on our blog: https://cerebras.ai/blog Explore our systems and technology: https://cerebras.ai/publications Follow Cerebras on X: https://x.com/cerebras Connect with us on LinkedIn: https://linkedin.com/company/cerebras-systems