Open WebUI: Self-Hosted Offline LLM UI for Ollama + Groq and More

Поделиться
HTML-код
  • Опубликовано: 14 июл 2024
  • Getting Started with Open Web UI: A Self-Hosted Interface for Large Language Models
    In this video, I'll guide you through setting up Open Web UI, a feature-rich, self-hosted web interface for large language models. You can use it to interact with local Olama models or OpenAI compatible models like GPT-4o and Groq (Llama-3, Mixtral, etc.). I'll show you deployment options using Docker or Kubernetes, and explain how to use its extensive features such as uploading files, recording voice, and generating responses. Additionally, I'll demonstrate how to integrate different models, configure API endpoints, and tweak advanced settings, all while showcasing the user-friendly interface and helpful documentation. By the end of this video, you'll be able to effectively use Open Web UI for managing and interacting with your language models locally or on your own infrastructure.
    00:00 Introduction to Open Web UI
    01:40 Interface Walkthrough
    03:03 Advanced Settings and Configurations
    04:55 Image Model Demonstration
    05:33 Prompt and Document Management
    06:30 Getting Started with Setup
    07:56 Conclusion and Final Thoughts
    Link: github.com/open-webui/open-webui
  • ХоббиХобби

Комментарии • 11

  • @user-vh3vf7hc9s
    @user-vh3vf7hc9s Месяц назад +1

    wow the project is awesome. do you plan to include in the answer engine something like this? I am trying lots of stuff such as changing the retrieval information. Because it is not always relevant to search for videos and images, hence it would be cool if the user could select different modes like videos, academic articles, news or a custom inquire component by which the user can select multiple capabilities the user would like to be diplayed in their ui. I trully believe that generative ui components are the next step towards making user experiece far more engaging, because chat interfaces with generative ui can potentialy increase what you get out of any document from a users perspective. Kudos for the content, you inspire me with every video you upload

    • @user-vh3vf7hc9s
      @user-vh3vf7hc9s Месяц назад +1

      And one doubt about the previous video about amazon bedrock is if they are compatible with streamming ui objects or if the only high abstraction provider is vercel with rsc?

    • @DevelopersDigest
      @DevelopersDigest  Месяц назад

      ​@@user-vh3vf7hc9s There are a handful of features within this project I love. For the answer engine project, the next features include a focus on RAG as well as adding in the ability to trigger workflows / agents. I like your idea of being able to select different modes - if you'd like to see that please add any requests to the issues tab in Github Repo of the project. For your question around amazon bedrock, I am planning on using that '@ mention' feature for much more than just selecting various models - this is going to be the way you can select and invoke various workflows, invoke agents. In terms of the streaming UI objects outside of Vercel AI - what did you have in mind? If you have github, would love to keep your ideas within the issues tab of the repo!

    • @DanielMartinezRomero-ru4ru
      @DanielMartinezRomero-ru4ru Месяц назад

      What i was thinking is lets say i can injest a file for example about x topic about history. The idea is that the document is embeded into a vector db maybe upstash or another provider and this information is served to the user through custom ui components. Lets say there are several custom predefined agents that trigger certain custom workflows. One could be the educational assistant and the generated ui could be flashcards, quizzes, main insights and the agent could potentialy display this objects with the rag data. Maybe its a bit confusing but i guess that would be the general idea, creating agents with the ability to create custon ui based on the type of personality the user would like to trigger. Another one could be a researcher that inquires the user to delve deeper into topics through ui components something like that.

  • @user-wr4yl7tx3w
    @user-wr4yl7tx3w Месяц назад +2

    did you provide the URL?

    • @DevelopersDigest
      @DevelopersDigest  Месяц назад

      Added to description of video! Link: github.com/open-webui/open-webui

  • @Tarantella.Serpentine
    @Tarantella.Serpentine 8 дней назад +1

    octothorpe octothorpe octothorpe octothorpe octothorpe octothorpeo # # # # #. Who are you sir?

  • @xavierparadiso
    @xavierparadiso Месяц назад +1

    "octothorpe" ❤ #punctuationoverlord

  • @RickySupriyadi
    @RickySupriyadi 6 дней назад

    how good is it it's RAG capabilities?
    me : meh
    me : obsidian plug-ins copilot seems still better RAG inside obsidian
    me : i wonder which the best RAG implementation