It works by parsing the source file, not importing it, so it is safe to use on modules with side effects. It's also much faster. It is available on PyPI and it supports all active versions of Python: ...

Unlike traditional vector databases that consume massive amounts of RAM and storage, Memvid compresses your knowledge base into compact video files while maintaining instant access to any piece of ...