New ask Hacker News story: Ask HN: Semantic Vector Searching in WASM?

Ask HN: Semantic Vector Searching in WASM?
2 by jzombie | 0 comments on Hacker News.
I'm working on a simple markdown-driven CMS, in Python, that outputs to static HTML files that can be served directly from GitHub (as an example). I'm interested in implementing local-only search of this content, w/o using a backend, and preferably w/o cobbling together some NLP algorithms in JavaScript. I've also been training ML models for other use cases and experimenting around w/ vector databases. I started looking into creating embeddings using Python, from my markdown content, potentially using word2vec or finalfusion to help me get those embeddings into a Rust environment that I can compile w/ Rust into WASM, and use cosine similarity for my search. Now, I neither have any Rust nor WASM experience, but that doesn't really deter me much. I'm just curious if the overhead would be significant, or if I should skip the semantic embeddings and do a different type of embedding such as TD-IDF.

Comments

Post a Comment

Popular posts from this blog

New ask Hacker News story: Tell HN: Equifax free credit report dark patterns

Tell HN: Equifax free credit report dark patterns 4 by PopAlongKid | 0 comments on Hacker News. For years, I have been obtaining free annual credit reports (annualcreditreport.com) which must be provided by law. Recently, for the first time, when I tried to obtain my Equifax report, I was prompted for an email address and a mobile phone number, a new requirement that apparently cannot be bypassed. The other two bureaus, and Equifax previously, confirmed identity by asking knowledge based questions. They do not need my phone or email for anything. Next, trying to obtain the report by phone instead of web site per instructions, I got to the point where I entered my ZIP code on the phone keypad, the voice menu system correctly repeated the number back to me, but every time I press 1 to indicate it is correct, the system acts like it got an invalid response and only gives me the option to enter further information by voice, not by the phone keypad. Just as with my phone number and email...
Read more

New ask Hacker News story: Ask HN: Why can't the US government run their own social media?

Ask HN: Why can't the US government run their own social media? 2 by rglullis | 2 comments on Hacker News. With the news yesterday of POTUS joining threads.net and with the fanfare about the possibility of following him from other AP-compatible servers (like Mastodon), I was left wondering why is it that the White House couldn't just run their own services? Doesn't "POTUS is using threads for social media" feel a bit like "POTUS is using outlook.com for email"? Is there anything about the bureaucracy that stops their some small team to setup a Mastodon server on "social.whitehouse.gov" and make this a reality? I find it hard to believe that this would be "if it got hacked it could create diplomacy issues", because I don't think that Facebook is setting up any type of special infrastructure to deal with political figures on their platform. Also, none of this seems to be a problem for some of the EU governments. Maybe I am missin...
Read more