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Introducing BeyondPDF, a smart, free, fully-local (wifi-less) PDF search app for MacOS. "Free" has always connoted to "It's free but we will steal your data"... not anymore. Whats wrong with MacOS's Preview? It's great... but I NEED smart/semantic search. Searching for words is tedious but searching for ideas is...

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omkaar

4,369 subscribers

193,597 Aufrufe • vor 2 Jahren •via X (Twitter)

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11 Kommentare

Profilbild von omkaar
omkaarvor 2 Jahren

app store: website (for .dmg):

Profilbild von Jonathan Koppelman
Jonathan Koppelmanvor 2 Jahren

People don't realize how simple this is. All the heavyweight lifting has been done by the people who made the model. For non compelex PDFs, it's as simple as text in -> simple semantic chunks -> embed chunks -> pandas df and boom done. The most impressive part is the ui lol

Profilbild von omkaar
omkaarvor 2 Jahren

exactly, i hate companies charging for this... i do like obsessing on the ux, thank you for noticing

Profilbild von omkaar
omkaarvor 2 Jahren

also shoutout to @julien_c, @zachnagengast for the berttokenizer code

Profilbild von West Decker
West Deckervor 2 Jahren

Fantastic! Thank you for creating this.

Profilbild von omkaar
omkaarvor 2 Jahren

my pleasure :)

Profilbild von Texas Matt
Texas Mattvor 2 Jahren

post it to /r/opensourceai and /r/applemlx

Profilbild von omkaar
omkaarvor 2 Jahren

ah good idea

Profilbild von parth
parthvor 2 Jahren

🐐 dropped bangers as usual

Profilbild von Ivan
Ivanvor 2 Jahren

We need this as a @raycastapp extension

Profilbild von omkaar
omkaarvor 2 Jahren

@raycastapp i dont know what that is but ill look into it

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Romeo🌹

147,692 Aufrufe • vor 1 Monat

There are many great scenes in JJK and scenes like this... This to me is an eye sore. I know Sakuga Twitter love this shit or anything Mappa prints. So this isn't for you. You enjoy what you enjoy. But to me, this is a Mappa case of doing more then needed. This is the COD MLG videos of anime, over stimulation. An LOs wet dream because they can blast smudges, smears and low quality modeling for the sake of "it's moving so quick you don't need to notice or care" There are many instances of motion done right like OPM (S1) or Mob, because it's constant with storyboarding. The camera is having a seizure and the character model is all over the place it hurt my eyes in the cinema, and even on TV didn't seem to help. It's this type of Mappa I don't like. But... It's twitter, anything that's 500fps is classed as good, when there's more then frames that makes something good. I want to make clear, this is my pet peeve with Mappa, and not the JJK Episodes as a whole, just occasional moments that are becoming more frequent from them
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There are many great scenes in JJK and scenes like this... This to me is an eye sore. I know Sakuga Twitter love this shit or anything Mappa prints. So this isn't for you. You enjoy what you enjoy. But to me, this is a Mappa case of doing more then needed. This is the COD MLG videos of anime, over stimulation. An LOs wet dream because they can blast smudges, smears and low quality modeling for the sake of "it's moving so quick you don't need to notice or care" There are many instances of motion done right like OPM (S1) or Mob, because it's constant with storyboarding. The camera is having a seizure and the character model is all over the place it hurt my eyes in the cinema, and even on TV didn't seem to help. It's this type of Mappa I don't like. But... It's twitter, anything that's 500fps is classed as good, when there's more then frames that makes something good. I want to make clear, this is my pet peeve with Mappa, and not the JJK Episodes as a whole, just occasional moments that are becoming more frequent from them

JaymesHanson

262,949 Aufrufe • vor 6 Monaten

🤓 I just published my notebook on the BlackBasta chat log leak! It’s a dynamic marimo notebook you can run in your browser—no setup needed. Be patient, though—it takes a few seconds to load as the notebook is heavy. Here is what I did 👇 ➡️ Generated diagrams to vizualise the data and extracted some stats. ➡️ I added a dynamic table with all extracted IOCs (not curated) so you can browse and filter them directly from your browser. ➡️ Then I built a hybrid RAG using FAISS (semantic search) + BM25 (keyword search) + ensemble retriever. ➡️ The retrieved data is shown with the LLM’s response for verification. ➡️ I also included context relevancy checks to reduce hallucinations. Everything is documented in the notebook! No API key needed—I provided mine (it will be disabled once the limit is reached). ✨ I used GPT-4o Mini as it is less expensive, but I got much better results with o1, so you may want to use the code locally with your own api key. 👉 Note: This is a personal work and it is not affiliated with my employer. If you like it, share it & let me know what you think! 😊 👉 Notebook:
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🤓 I just published my notebook on the BlackBasta chat log leak! It’s a dynamic marimo notebook you can run in your browser—no setup needed. Be patient, though—it takes a few seconds to load as the notebook is heavy. Here is what I did 👇 ➡️ Generated diagrams to vizualise the data and extracted some stats. ➡️ I added a dynamic table with all extracted IOCs (not curated) so you can browse and filter them directly from your browser. ➡️ Then I built a hybrid RAG using FAISS (semantic search) + BM25 (keyword search) + ensemble retriever. ➡️ The retrieved data is shown with the LLM’s response for verification. ➡️ I also included context relevancy checks to reduce hallucinations. Everything is documented in the notebook! No API key needed—I provided mine (it will be disabled once the limit is reached). ✨ I used GPT-4o Mini as it is less expensive, but I got much better results with o1, so you may want to use the code locally with your own api key. 👉 Note: This is a personal work and it is not affiliated with my employer. If you like it, share it & let me know what you think! 😊 👉 Notebook:

Thomas Roccia 🤘

15,791 Aufrufe • vor 1 Jahr