AnythingLLM

A private AI assistant that runs entirely on a local computer, supporting document knowledge bases, meeting transcription summaries and voice input. It requires no account or API key and has no token limit, making it ideal for teams that handle sensitive data and hold frequent meetings.

AI Chatbot#AI Chat#Chat Assistant#LLM

Updated: 2026-10-26

What is AnythingLLM?

AnythingLLM is a private AI assistant running on a personal computer, with its official slogan being "Own your intelligence". It requires no account, no API key, and has no token limit, with both models and documents kept locally. The biggest difference from cloud-based chat products is that data never leaves the device: the official states that it has achieved over 7 million desktop downloads, processed more than 235 billion tokens locally in total, and helped users save over 8.7 million US dollars in cloud API fees.

Who is it for?

Positions dealing with contracts, medical records, internal regulations and other sensitive content that cannot be uploaded to the cloud: All documents and conversations remain on the local device.
People who attend meetings frequently and need automatic meeting minutes and to-do lists: No need to purchase a separate transcription service.
Developers who want to run open-source models on their laptops without the hassle of environment setup: ready to use right after installation, with a choice of models.
IT professionals looking to build an intranet knowledge base question-and-answer system for their teams: The official states that it has achieved millions of downloads and offers a Docker deployment method.

Key features

Document Knowledge Base

Any document can be converted into the knowledge base of the AI agent. The official states that data never leaves the device during the entire process, making it suitable for Q&A on internal materials.

Local Meeting Assistant

Automatically transcribes and summarizes meetings, providing to-do items and key decisions. The official emphasizes that no robots join the calls, all processing is done locally, and it supports any meeting platform.

Magic Echo Voice Input

Speak and get text in real time with polish, and it can combine the content on your current screen to provide more relevant responses, all done on the device.

Agent Skills and Background Tasks

Supports web scraping and searching, dynamic model switching, background jobs, custom Agent skills, and complex workflows can be split and run by different models.

Three-Step Setup

Download one file, select a model (or let it recommend based on your hardware configuration), and start immediately; it works on macOS, Windows, and Linux, with an Android version also available.

Scalability

Custom tool builder and developer API allow integrating the assistant into your own business workflows without extra feature development.

How to use AnythingLLM

1First download the desktop version, let it recommend a model based on your hardware, and switch to a larger model after getting the process right.
2For first-time use, create a document library first, verify the retrieval quality with a few familiar files, and then import the entire batch of materials.
3The meeting assistant requires microphone permission. Before an official meeting, conduct a short test recording to verify the accuracy of transcription and summarization.
4The official blog mentions that it is migrating from Ollama to Lemonade and llama.cpp. Pay attention to the version notes when selecting a model and avoid following the configuration from old tutorials.
5Running locally consumes memory and video memory; long document parsing and meeting transcription are recommended to be performed while the device is plugged in and with good heat dissipation.