Cloud AI assistants
Powerful general reasoning and fluent answers.
MemoRay is designed for private document memory where core workflows do not require uploading your files.
How MemoRay Is Different
Built for private document memory — not generic AI chat.
MemoRay is not trying to replace every AI assistant, file search tool, or note app. It has one focus: helping you search and ask across selected personal records while keeping the core workflow local and showing sources.
Alternative
What it does well
Where MemoRay is different
Local AI chat tools
Run models locally and experiment with private inference.
MemoRay focuses on document import, local processing, search, answers with sources, and user-controlled memory — not just chatting with a model.
File search / desktop search
Find filenames and text matches.
MemoRay adds natural-language search and Ask MemoRay results with sources across imported records.