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Start with what you want to do. Filter reviewed usage paths by device, setup effort and software cost.
Free software is not zero total cost. Models, hardware, hosting and connected services may cost extra.
Check answers against the original document. Installing the app does not establish model speed or answer accuracy.
Choose a job first, then narrow the device, setup effort and software acquisition cost. Every returned row is one documented way to use a project: all selected conditions must hold for that same path. A paid hosted edition and a free self-hosted edition are not combined into a fictional free hosted product. Device support marked unverified is excluded when a specific device is selected. Results follow the reviewed directory order, not a popularity or quality ranking. Sources were checked on October 16, 2026; each card links to the actual guide and an independent editorial review.
For questions about your own documents, start with no server deployment. The directory offers the AnythingLLM desktop route, while Open WebUI's reviewed self-hosted route needs setup help. If you select phone/tablet, the current desktop evidence is not enough: an empty result means no reviewed matching path, not that document tools do not exist on phones. Clear conditions only when you are willing to broaden your search.
This is a small curated directory, not a search engine or AI recommendation. It does not test hardware, inspect files, install software or prove that a tool will solve your task. Free software acquisition excludes hardware, models, hosting and connected service charges. No-server-deployment does not mean no learning. Read the cost, data and prerequisite notes together; confirm current terms before relying on them. Inputs stay in page memory and do not trigger remote searches.
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