Open WebUI, Ollama, GPT-4o, RAG, Tool Use, Agent-Mastering Building Your Own AI

⭐️What You'll Learn: Our highlight is the detail walkthrough of Open WebUI, which allows you to setup your own AI Assistant, like ChatGPT! It's great for private use, personal or a small team. You will learn RAG, Web Search, Ollama and OpenAI integration, and tool use (agentic workflow). Also, we updated on the following two topics: GPT-4o mini and llama-3-groq model (for function calling) and Berkeley Function Calling Leaderboard. 🎬Quick navigation: 00:00 Introduction to Case Done Episode 13 01:58 Updates: GPT-4o mini, OpenAI's LLM for efficiency and cost 06:40 Updates: Groq-Llama 3 models for function calling 10:00 Artificial Analysis provides a comprehensive tool for independently comparing LLMs across quality, speed, and price. 25:50 Berkeley Function Calling Leaderboard 47:06 Mastering Open WebUI (Ollama, OpenAI API, User management, RAG, Web Search, Tool Use or Function Calling, Image Generation like DALL E 3, and Prompt Snippet) 49:55 Open WebUI recommended installation (i.e. with Docker) 52:10 Open WebUI's interface walkthrough (especially for 'admin', including connecting with OpenAI and Ollama, model whitelist, RAG document, enabling Web Search) 1:15:30 Open WebUI with GPT-4o mini 1:16:45 Open WebUI with Ollama (testing) 1:18:28 RAG (Chat with Document) in Open WebUI (including document management and triggering RAG) 1:27:57 Web Search Chat in Open WebUI 1:31:07 RAG with Website in Open WebUI 1:35:50 Image Generation (using DALL E 3) and demo of Prompt Snippet 1:41:51 Agentic Workflow (Agent Tool Use or Function Calling) with Open WebUI 1:55:04 Summary of Case Done Episode 13 ⛓️Connect with Us: 👍 Like | 🔗 Share | 📢 Subscribe | 💬 Comments + Questions LinkedIn: https://www.linkedin.com/company/casedonebyai YouTube: www.youtube.com/@CaseDonebyAI Facebook: https://www.facebook.com/casedonebyai TikTok: https://www.tiktok.com/@casedonebyai Github: https://www.github.com/casedone SubStack: https://casedonebyai.substack.com #genai #ai #llm #openwebui #gpt4omini #llama3.1 #ollama #groq