January 28th, 2026

An online dashboard and a full design upgrade for the search interface. If you’re looking for an alternative to NotebookLM this might be it!
Watch: https://youtu.be/X5_h-lPpavo
!!! IMPORTANT NOTE: FOR THE SEARCH IMPROVEMENTS TO TAKE EFFECT, GO TO SETTINGS > RECREATE INDEX
We were able to swap out our initial solution for providing semantic search (supermemory) and use our own vector embeddings now with the best model on the market, effectively enabling a 6x price drop and as a result the ability to semantically index all content you save which drops the price from ~12-20 credits per fully indexed page to 2-3credits. (really depends also on how long the content is you save. (we do some summarisation and analysis before the indexing to keep costs as low as possible while aiming to keep quality of retrieval high)


Opens highlights and chat references now automatically in page if the extension is installed (highlights also without)


We’ve started on planning out the Obsidian integration and already got some good feedback from some of you on how that should look like.
It would be great to get more input on the workflows you want to see.
This is what we got so far in priority:
Inline display of dynamic tables representing custom search queries (e.g show me a list of all the stuff I tagged with “nuclear-energy” on my article about the state of Nuclear in 2026.
Searching your Memex from inside Obsidian to directly reference content
Exporting saved pages and annotations
I’d appreciate the input in Obsidian Integration
Comprehensive test coverage of everything related to saving content
Error message for any errors related to saving content so you never end up in a situation where things might not work and in the worst case you wouldn’t even know.
Improved Auth and pricing flows
I have to be real with myself that in the last iteration of Memex one key mistake we made was shipping too fast, always in a rush to get the next feature out, thinking it would unlock new user growth. The result: Every new update broke things left and right. The code became a mess.
…basically against every startup advice for a good reason.
In this iteration our key focus is: Limit the amount of details, get every detail perfect.
In practice this means: Shipping quality over shipping speed, automated tests for everything we can.
There is this great video by Jack Dorsey talking about this:

https://x.com/mrexits/status/1908248564901568985
That being said: We are still early in this Memex rebuild and things might have unexpected bugs and some things are not testable. So please let us know if you run into issues.
It’s our #1 priority to squash those pesky bugs so do let us know via the chat and we’ll fix them within minutes or hours, no days.
In the theme of delivering the best quality and not just move on to the next big feature we can we will now focus on improving the search quality which will have impact on both the retrieval inside the app, but also for the MCP server, the upcoming Obsidian integration (search from within Obsidian), mobile search and API search access.
Follow updates and add your feedback here: Obsidian Integration
Follow updates and add your feedback here Mobile app to save and search
See you at the next Update
~Oliver