Describe the thing you half-remember and it opens the right page
Emerged finds new products worth a look, daily — what’s new today
Find a half-remembered note, PDF page or screenshot without a GPU or cloud
It lets you search your own files by meaning on an ordinary laptop, with nothing leaving the machine and no vector database to run.
anygrep is a Python command-line tool that indexes text notes, PDFs and images with a local EmbeddingGemma model in int8 ONNX, then answers queries by meaning rather than exact words. It needs no GPU and no server; the model is a one-time 350 MB download, plus 200 MB for images. Install with pipx or uv, or try it once with uvx. It also exposes a Python API. MIT licensed, tested on Linux with CI on Windows and Apple silicon.
Describe the thing you half-remember and it opens the right page
Indexes your Markdown vault so a coding agent can cite it
Pull clean text from images and screenshots with a pip install and no GPU
GraphRAG on plain Postgres where newer documents retire facts from older ones
Ask questions of your own documents on your desktop, with every answer cited
Fast search across 2.8 million Linux packages in 129 repositories