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

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#genai #ai #llm #openwebui #gpt4omini #llama3.1 #ollama #groq