How to Connect OpenAI’s Realtime API to a Knowledge Base
Mark Kashef
@mark_kashefAbout
I'm an AI expert (and mad scientist) with over 10 years in Data Science & NLP I've been running my AI Automation Agency, Prompt Advisers, for the past 2 years
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Video Description
🚀 Gumroad Link to Assets in Video: https://bit.ly/4061w9r 👉🏼Join the Early AI-dopters Community: https://bit.ly/3ZMWJIb 📅 Book a Meeting with Our Team: https://bit.ly/3Ml5AKW 🌐 Visit My Agency Website: https://bit.ly/4cD9jhG 🎬 Core Video Description In this video, we're diving into how to build a brain for the OpenAI Realtime API that can ingest documents and answer with surgical precision. This enhancement makes your AI assistant truly usable for your business, allowing you to update the knowledge base in seconds. Discover how to: Set up your AI assistant with OpenAI's Realtime API Connect the Realtime API to a dynamic knowledge base Integrate with Pinecone for instant knowledge retrieval Deploy your intelligent assistant with minimal coding required Whether you're an AI enthusiast, developer, or business owner, you'll learn practical, step-by-step techniques to create your own AI assistant that provides accurate and detailed responses in real time. By the end of this video, you'll have the knowledge to set up and run your own AI system that evolves with your business needs. --- 👋 About Me: I’m Mark, owner of Prompt Advisers. For the past two years, we’ve been helping companies across industries integrate AI effectively into their workflows. With my experience in AI automation, I’m here to help you maximize the potential of your AI projects. Don’t miss the special demo at the end—a fully functional AI assistant connected to a knowledge base, showcasing the power of OpenAI’s Realtime API! TIMESTAMPS ⏳ 0:00 Hello and welcome 0:03 Request for marketing growth data 0:11 AI marketing market size forecast 0:23 Overview of video goal 0:31 Connecting API to knowledge base 1:00 Introduction by Mark from Prompt Advisors 1:15 Overview of setting up the solution 1:29 Using prompts as a pseudo brain 1:46 Setting up voice assistant workflow 2:28 Explanation of Twilio setup 3:00 Real-time API connected to documents 3:50 Using Replit for deployment 4:44 Twilio costs and setup 5:52 Native real-time API conversation features 6:10 Interruption handling improvement 7:00 Pinecone integration overview 8:11 Uploading documents to Pinecone 9:45 Forking code in Replit 10:30 Entering API keys in Replit 11:07 Pinecone assistant demo setup 12:15 Testing knowledge-based responses 14:10 Deploying the solution 16:00 Linking Twilio to Replit deployment 18:00 Demonstration of voice interactions 19:02 Final thoughts and improvements 19:50 Encouraging comments and support #AIInnovation #RealtimeAPI #OpenAI #KnowledgeBaseIntegration #VoiceAI #AIApplications #BusinessAI #TechAdvancement #AIForBusiness #SmartAssistant #Automation #futureofai
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