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AnythingLLM is an all-in-one desktop application for Mac, Windows, and Linux that enables you to download and run any LLM locally and privately chat with your documents. By default, the LLM, embedding, and even vector database are all stored locally and can even run 100% offline.


If you are looking to leverage more powerful models, embedders, or vector databases you can connect to any of the 20+ integrated providers to supercharge your AnythingLLM instance.


Shipped with Ollama built-in, you do not need to download anything else to get a full RAG chatbot with zero setup and full privacy. Upload PDFs, mp3s, text files - Anything!


AnythingLLM also comes with a full developer API you can leverage for custom integrations and even several data source connectors like GitHub and YouTube.


AnythingLLM is an MIT Licensed project and is fully open-source for you to modify.


If you are looking for a multi-user experience AnythingLLM also has a self-hosted Docker image that supports concurrent users. AnythingLLM is the last RAG-based chatbot solution you will ever need.

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Pros & Cons


  • Supports multiple users
    Privacy-focused design
    Operable without internet
    Compatible with various LLM
    Supports diverse document formats
    Customizable interface
    Advanced developer API
    Installable on any desktop
    Compatible with MacOS and Windows
    Allows user control
    Supports enterprise models
    Supports custom models
    Supports open-source models
    Standalone application capability
    Internal and external operations
    Plug-in-free operation
    Any model, any document
    One-click installation
    Compatibility with GPT-4
    Sky as limit customization
    Operates with explicitly connected services
    Doesn’t restrict LLM provider
    Unlimited LLM control
    Enterprise-ready tool
    Comprehensive solution
    Can function offline
    Offers full control
    Privacy-centered solution
    Runs on machine without internet
    Appearance customization
    Diverse document support


  • No mobile compatibility
    Requires explicit connectivity
    No Linux support
    Over-reliance on personal customization
    Potential overload with diverse models
    No multi-language support indicated
    No automatic updates indicated
    Limited document format support

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