Open WebUI-Features Updates-Oct 24-Knowledge, RAG, Tools, Functions, Actions, Event Emitter, Filters

Case Done Episode 18 we explore the latest Open Web UI updates as of Oct 2024, including Community, Knowledge (RAG), Tools, Functions, Actions, Event Emitter, Voice mode, Text-to-speech, and Speech-to-text models.

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⭐️What You'll Learn:
Discover Open Web UI's Community features for importing tools and code
Learn about the Knowledge (previously known as Documents), Embedding models, and Reranking models.
Explore tools and new features like Tools, Event Emitters, Functions, Filters, and Actions
Understand speech-to-text and text-to-speech models for AI conversations
Get insights on specific models like Multi-agent with llama 3.1 and Mid Journey Prompt Generator
Enhance your skills with tools and functions for managing Open WebUI processes

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🎬Quick navigation:
02:29 Community features in Open Web UI: Download models, prompts, tools, and functions. Demo downloading models from Community: Multi-agent with Llama 3.1 and Midjourney Prompt Generator
18:45 Knowledge base (RAG, retrieval augmented generation), Embedding models, and Reranking models: How to create knowledge base, how to use knowledge base, how to select custom embedding models using leaderboard.
38:24 Explaining: Tools and Functions
40:27 Introducing Event Emitter in Tools, a feature to inform the user during the chat with status and additional messages. Coding demo of using event emitter in Tools emulating product information retrieval.
50:25 Introducing Actions, a feature to add custom `action` buttons to the AI assistant's response. Coding demo to **add a button that plots data visualization**. Bonus, we will use also event emitter here.
01:00:50 Filters x Event Emitter - Implementing Token Count and showing as status updates
01:10:20 Speech-to-text models in Open WebUI: local whisper and OpenAI API. Learn what options you can set and choose.
01:13:22 Text-to-speech modes in Open WebUI, including available models if you use OpenAI API
01:15:52 Demo of using speech-to-text models and text-to-speech models in Open WebUI
01:17:19 Voice mode, conversing with AI using voice and audio in Open WebUI!
01:19:47 Summary of Case Done Ep 18

#genai #openwebui #ollama #sst #tts #openai #rag #embedding #chatgpt #midjourney #aiforbusiness #aireview #casedone #casedonebyai