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🎉BERT Semantic Interlinker App V2 (Free App)🎉 Free Streamlit App to Semantically Interlink Pages using Sentence Transformers. Last week Emilia tagged me in this excellent article that she had linked to the original version of the BERT Interlinking App. I checked the stats and over it had 17,000 unique... visitors with no promotion at all. I spent the last week re-writing it from the ground up with a ton more features, visualisations and polish. What's the Point? “There are tons of page Interlinkers out there, why not just use those?” It’s a fair point, this script doesn’t even use anchor text or link metrics when making recommendations. What it does differently is make logical connections to pages that will please your users and increase revenue. (link to related helpful content). Take the Page 'HP Original Ink' Using this interlinker it'll match to the following related pages: 'Printer Ink' 'Printers' 'Printer Paper' Even thought syntactically those words are a million miles away from each other. I originally wrote it to surface User Guides / Buyer's Guides at a category level. But realised there are so many other uses for it. ✅ Interlink Related Products Within Category Text ✅ Show Related Categories ✅ Surface Related Content to Assist Conversion (Blogs, Buyers’ Guides, etc.) ✅ Display Products Most Closely Related to Category Page for Increased Relevancy ✅ Feature Related Blog Posts If you haven't tried it before I'd love you to give it a go, if you have tried it before you should revisit it as it's been completed overhauled. (The original version actually had a bug that prevented a large number of results from being returned 🤦‍♂️) Full Write Up with New Features Instructions: Direct Link to the App: Retweets for reach most appreciated!show more

Lee Foot 🐍📈

10,725 subscribers

34,701 Aufrufe • vor 2 Jahren •via X (Twitter)

Bildung Wissenschaft & Technologie

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10 Kommentare

Profilbild von Lee Foot 🐍📈

Lee Foot 🐍📈vor 2 Jahren

@me__emi__ Looks like this is getting the hug of death. Just message and I'll reboot. I don't think @DataChaz is around at the moment to ask for more resources. cc. Maybe @streamlit can help :)

Profilbild von Andrea Volpini

Andrea Volpinivor 2 Jahren

@streamlit @me__emi__ Super excited to review this new release!!

Profilbild von Suganthan Mohanadasan

Suganthan Mohanadasanvor 2 Jahren

@streamlit @me__emi__ Great work as usual Lee.

Profilbild von Lee Foot 🐍📈

Lee Foot 🐍📈vor 2 Jahren

@streamlit @me__emi__ That means a lot coming from you. We should have SaaS'ed it 🤣🤣🤣

Profilbild von Viacheslav Varenia 🇺🇦

Viacheslav Varenia 🇺🇦vor 2 Jahren

@streamlit @me__emi__ I'll have to give it a try.

Profilbild von Richard Hearne

Richard Hearnevor 2 Jahren

@streamlit @me__emi__ Lots of polish. Well done @LeeFootSEO!

Profilbild von Ecommerce Optimizer

Ecommerce Optimizervor 2 Jahren

@streamlit @me__emi__ Awesome Lee

Profilbild von Svet Petkov

Svet Petkovvor 2 Jahren

@streamlit @me__emi__ Mind blowing! Great work @LeeFootSEO

Profilbild von Jan Builds Digital

Jan Builds Digitalvor 2 Jahren

@streamlit @me__emi__ Could you pinpoint a website crawler that allows downloading a compatible crawl file? I cannot do it my current Ahrefs package.

Profilbild von Lee Foot 🐍📈

Lee Foot 🐍📈vor 2 Jahren

@SaaSBuilder94 @streamlit @me__emi__ Sure, it's set to use @screamingfrog by default. They have a free version that supports up to 500 URLs.

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Mobile Hacker

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Google just shipped a free dictation app for Mac and iPhone called AI Edge Eloquent, and the model running it is Gemma 4 12B, entirely on your device. What it actually does: you speak, it transcribes, removes filler words, and polishes the result before dropping clean text into whatever app you are using. You can also give it voice commands to reformat, like "translate to Hindi" or "make this a bullet list." Audio and video file transcription is built in too. The interesting part is the privacy angle. Most AI writing tools send your audio to a server. This one never leaves your machine, which matters if you are dictating anything sensitive. The tradeoff is hardware: you need a Mac with at least 16GB of RAM to run a 12B parameter model comfortably.

Google just shipped a free dictation app for Mac and iPhone called AI Edge Eloquent, and the model running it is Gemma 4 12B, entirely on your device. What it actually does: you speak, it transcribes, removes filler words, and polishes the result before dropping clean text into whatever app you are using. You can also give it voice commands to reformat, like "translate to Hindi" or "make this a bullet list." Audio and video file transcription is built in too. The interesting part is the privacy angle. Most AI writing tools send your audio to a server. This one never leaves your machine, which matters if you are dictating anything sensitive. The tradeoff is hardware: you need a Mac with at least 16GB of RAM to run a 12B parameter model comfortably.

Aditya ⚡Rao

84,988 Aufrufe • vor 1 Monat

$I just compared Claude Code vs Codex vs Cursor CLI The task was to build a Next.js app with Tailwind 4 and shadcn components to collect customer feedback and showcase it with a widget. I gave all three the same prompt and let them go for 30 minutes to see what they came up with. Claude Code with Opus 4.1 Even though I told it to set up the app in the existing project folder, it tried to create a directory for it. After I interrupted and told it not to do that, it built a demo form and landing page with no errors. I had to ask it to make the demo interactive so users could submit a testimonial and preview it. The landing page looked like AI and was pretty basic, but it worked and it was done in a fraction of the time of the others. Total tokens used: 33k Codex with GPT-5 At the end of the 30 minutes I just could not get Codex to produce a working app. It got stuck in a loop of not being able to set up Tailwind 4 and despite many, MANY, attempts, I ended up with a "failed to compile" error. Total tokens used: 102k Cursor Agent with GPT-5 This was the slowest agent by far and a couple of times I actually thought it got stuck in a loop and was close to Ctrl+C'ing to cancel it. The TUI is really nice though, especially how it shows diffs and it did eventually build a working app (after one or two slight errors that needed fixing) The demo was interactive and it had a very minimal design that looked bare but also a lot less like an "AI generated" app than the Opus 4.1 design. It also wasn't too chatty and just did what it needed to do! Code quality was on a par with Opus 4.1, but it did use 5.5x as many tokens to get there. Still cheaper than Opus on a direct comparison but not when you factor in a Claude Code Max subscription. Total tokens: 188k I'll be able to do a proper comparison and record some videos when I'm back from holiday but for now, Opus is still the more capable model out of the box and Claude Code is the more complete CLI product. It will be interesting to see how Cursor evolve their CLI though with commands and subagents because I think with GPT-5 they have a real shot at providing competition for Claude Code if they can optimise output to get similar quality with less tokens. Jump to 0:40 in the video to see the two apps. Which do you think is which? ;)$

I just compared Claude Code vs Codex vs Cursor CLI The task was to build a Next.js app with Tailwind 4 and shadcn components to collect customer feedback and showcase it with a widget. I gave all three the same prompt and let them go for 30 minutes to see what they came up with. Claude Code with Opus 4.1 Even though I told it to set up the app in the existing project folder, it tried to create a directory for it. After I interrupted and told it not to do that, it built a demo form and landing page with no errors. I had to ask it to make the demo interactive so users could submit a testimonial and preview it. The landing page looked like AI and was pretty basic, but it worked and it was done in a fraction of the time of the others. Total tokens used: 33k Codex with GPT-5 At the end of the 30 minutes I just could not get Codex to produce a working app. It got stuck in a loop of not being able to set up Tailwind 4 and despite many, MANY, attempts, I ended up with a "failed to compile" error. Total tokens used: 102k Cursor Agent with GPT-5 This was the slowest agent by far and a couple of times I actually thought it got stuck in a loop and was close to Ctrl+C'ing to cancel it. The TUI is really nice though, especially how it shows diffs and it did eventually build a working app (after one or two slight errors that needed fixing) The demo was interactive and it had a very minimal design that looked bare but also a lot less like an "AI generated" app than the Opus 4.1 design. It also wasn't too chatty and just did what it needed to do! Code quality was on a par with Opus 4.1, but it did use 5.5x as many tokens to get there. Still cheaper than Opus on a direct comparison but not when you factor in a Claude Code Max subscription. Total tokens: 188k I'll be able to do a proper comparison and record some videos when I'm back from holiday but for now, Opus is still the more capable model out of the box and Claude Code is the more complete CLI product. It will be interesting to see how Cursor evolve their CLI though with commands and subagents because I think with GPT-5 they have a real shot at providing competition for Claude Code if they can optimise output to get similar quality with less tokens. Jump to 0:40 in the video to see the two apps. Which do you think is which? ;)

Ian Nuttall

194,949 Aufrufe • vor 1 Jahr

Can any of my friends from the Boomer Generation answer this for me? Why are the Boomers so offended when ask to see their ID? This bank teller was explaining how she goes through this all the time. They always tell her that they’ve been banking there longer than she’s been alive. Showing an ID is just a simple measure to prevent fraud and theft, yet they yell at her for it. I ask because this happens to me all the time, even on the phone. Back at the pizza shop I would have an elderly man call in an order for food and most of the time he picks it up himself, no problem at all. However he started sending other people to pick it up as well as have other people calling the order. When the person picking up shows me his card which I recognize his name which had his photo on it, I won’t accept it without and ID as well, just a precaution. He then had to come all the way down there just to yell at me because obviously it’s for him and I shouldn’t have hassled him. I tried to explain to him when he calls it in and picks it up I know it’s him. However when others call it in and pick it up, I can’t verify if it’s actually legit or not, what if somebody stole his card and tried to use it. He still had an issue with it and explains that his grandkids should be able to use his card, I tell him that’s not how it works and if he kept giving my staff a hard time I would ban him from the store. I don’t need anybody threatening the workers over something meant to protect him. Should I just have let anybody use his card without verification at the shop? What if somebody did steal his card and spent his money, then he would have been mad at me for letting them do it.

Can any of my friends from the Boomer Generation answer this for me? Why are the Boomers so offended when ask to see their ID? This bank teller was explaining how she goes through this all the time. They always tell her that they’ve been banking there longer than she’s been alive. Showing an ID is just a simple measure to prevent fraud and theft, yet they yell at her for it. I ask because this happens to me all the time, even on the phone. Back at the pizza shop I would have an elderly man call in an order for food and most of the time he picks it up himself, no problem at all. However he started sending other people to pick it up as well as have other people calling the order. When the person picking up shows me his card which I recognize his name which had his photo on it, I won’t accept it without and ID as well, just a precaution. He then had to come all the way down there just to yell at me because obviously it’s for him and I shouldn’t have hassled him. I tried to explain to him when he calls it in and picks it up I know it’s him. However when others call it in and pick it up, I can’t verify if it’s actually legit or not, what if somebody stole his card and tried to use it. He still had an issue with it and explains that his grandkids should be able to use his card, I tell him that’s not how it works and if he kept giving my staff a hard time I would ban him from the store. I don’t need anybody threatening the workers over something meant to protect him. Should I just have let anybody use his card without verification at the shop? What if somebody did steal his card and spent his money, then he would have been mad at me for letting them do it.

SonnyBoy🇺🇸

20,521 Aufrufe • vor 20 Tagen

#jinxmanhwa my opinion calmly on this: 1. These people who are so extremely critical forget that jinx is a sports story, that it happens in a "realistic" context, jinx is not an omegaverse, nor a story with witchcraft, magic or portals to other universes, if you expected the jinx to be something mystical and magical go read a fantasy story. 2. in my opinion, it is a good justification for the story, jaekyung has always been an obsessive character, many had already deduced that the jinx was going to be related to these "rituals" that athletes use, and it was obvious that it was going to be related to jaekyung's insomnia, since it has been a very important element in the story since the beginning. 3. No, it couldn't have been anyone else besides Kim Dan, if this were the case, he would have continued having sex with anyone after Dan left, Dan has always been the exception for jaekyung. 4. Why am I tweeting about a video from that specific TikTok account? Because I'm sure many of the Jinx haters share that opinion, and it was the first negative video I saw.

#jinxmanhwa my opinion calmly on this: 1. These people who are so extremely critical forget that jinx is a sports story, that it happens in a "realistic" context, jinx is not an omegaverse, nor a story with witchcraft, magic or portals to other universes, if you expected the jinx to be something mystical and magical go read a fantasy story. 2. in my opinion, it is a good justification for the story, jaekyung has always been an obsessive character, many had already deduced that the jinx was going to be related to these "rituals" that athletes use, and it was obvious that it was going to be related to jaekyung's insomnia, since it has been a very important element in the story since the beginning. 3. No, it couldn't have been anyone else besides Kim Dan, if this were the case, he would have continued having sex with anyone after Dan left, Dan has always been the exception for jaekyung. 4. Why am I tweeting about a video from that specific TikTok account? Because I'm sure many of the Jinx haters share that opinion, and it was the first negative video I saw.

Ccyellow

16,869 Aufrufe • vor 11 Monaten

Elon Musk: We had to print out 25,000 pages of paper to start Tesla's factory in Germany. Alice Weidel: “We need to free our firms, our companies, and the individuals of these obnoxious bureaucratic conditions here [in Germany]. Do you know how long it takes, how many days it takes to get a business permit in Germany?” Elon Musk: “As it turns out, I do, because we built a gigantic car factory just near Berlin. We had many, many challenges. To be clear, we actually had a lot of support, a lot of local support, a lot of local support from the local government, from the national government. And despite all that support, just the sheer number of rules that the people in the government are required to follow is completely crazy. I think our permit was 25,000 pages, and it had to be all printed on paper. I think maybe more than that in the end. There has to be many, many copies made. It literally was a truck of paper. We were like, surely we can make this electronic? Isn't that better for everyone? And they said, no, it has to be paper. This is crazy. This was only a few years ago. It's not the distant past. We're a quarter of the way through the 21st century. It's like, guys, 25,000 actual printed pages ... I believe every page needed to be stamped with a physical stamp. Honestly, it's going to really tire somebody out to do so much stamping. They're going to get some sort of repetitive stress injury. They will end up in the hospital, I mean, that's too much. But I'm not trying to blame the individuals who are doing this because they are just following the rules. So, we have to change the rules.” Conversation with Alice Weidel, January 9, 2025

Elon Musk: We had to print out 25,000 pages of paper to start Tesla's factory in Germany. Alice Weidel: “We need to free our firms, our companies, and the individuals of these obnoxious bureaucratic conditions here [in Germany]. Do you know how long it takes, how many days it takes to get a business permit in Germany?” Elon Musk: “As it turns out, I do, because we built a gigantic car factory just near Berlin. We had many, many challenges. To be clear, we actually had a lot of support, a lot of local support, a lot of local support from the local government, from the national government. And despite all that support, just the sheer number of rules that the people in the government are required to follow is completely crazy. I think our permit was 25,000 pages, and it had to be all printed on paper. I think maybe more than that in the end. There has to be many, many copies made. It literally was a truck of paper. We were like, surely we can make this electronic? Isn't that better for everyone? And they said, no, it has to be paper. This is crazy. This was only a few years ago. It's not the distant past. We're a quarter of the way through the 21st century. It's like, guys, 25,000 actual printed pages ... I believe every page needed to be stamped with a physical stamp. Honestly, it's going to really tire somebody out to do so much stamping. They're going to get some sort of repetitive stress injury. They will end up in the hospital, I mean, that's too much. But I'm not trying to blame the individuals who are doing this because they are just following the rules. So, we have to change the rules.” Conversation with Alice Weidel, January 9, 2025

ELON CLIPS

5,576,342 Aufrufe • vor 1 Jahr

If ‘MIKE HUCKABEE’ represents what it means to be a “Christian Zionist,” I would HIGHLY suggest that you stop whatever you are doing right now, start pray ing to Jesus Christ our Savior, and beg him to clear your mind from all of this poison... I am starting to see that the majority of you do not truly have a Christian faith. You just use it to benefit in society or for monetary gain. There is NO logic to what Mike Huckabee just shared with the world. It is almost as if they wanted us to see all of the lies that come with it. Even the most indoctrinated of all the fundamentalist Christians can see that there is TOO MUCH wrong with that man's story. I will pray for your soul, but only you can save it‼️

If ‘MIKE HUCKABEE’ represents what it means to be a “Christian Zionist,” I would HIGHLY suggest that you stop whatever you are doing right now, start pray ing to Jesus Christ our Savior, and beg him to clear your mind from all of this poison... I am starting to see that the majority of you do not truly have a Christian faith. You just use it to benefit in society or for monetary gain. There is NO logic to what Mike Huckabee just shared with the world. It is almost as if they wanted us to see all of the lies that come with it. Even the most indoctrinated of all the fundamentalist Christians can see that there is TOO MUCH wrong with that man's story. I will pray for your soul, but only you can save it‼️

Coyote of Wallstreet

16,124 Aufrufe • vor 5 Monaten