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most AI chatbots break when you ask a question that requires info from multiple sources for example try asking: “which client contracts are finishing up this month?” you’ll get a half-answer — or none at all why? because traditional chatbots only look at small snippets of your docs -... they don’t understand how things connect across clients, services, timelines that’s where knowledge graphs come in they let you turn messy contracts into a web of relationships — like: "Client → Contract Type → Service Provided → End Date" so instead of guessing from a few chunks of text, your chatbot can search across all your clients and contracts to give accurate answers I made a full walkthrough on how I built this: – how to organize your contracts so an AI can actually use them – how to define what matters (like who signed what, and when) – how to get the AI to figure out what info it needs and where to find it – and how to feed that back into your chatbot so it gives accurate answers reply “graph” and I’ll DM it to you (must be following)show more

Tyler

11,374 subscribers

24,957 次观看 • 1 年前 •via X (Twitter)

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J.B.

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beech

43,516 次观看 • 7 个月前

I built an AI system that scrapes high-performing tweets in your niche and uses them to write tweets in your exact style... here’s how it works: – scrapes Twitter for top-performing posts and tracks engagement – uses AI to extract the hooks and categorize them by topic – generates new tweets using those proven hooks, written in your style, tone, vocabulary, and structure – stores everything in a database so you always have high-performing ideas to pull from if you want the full walkthrough, reply “viral” and I’ll DM it to you (must be following)

I built an AI system that scrapes high-performing tweets in your niche and uses them to write tweets in your exact style... here’s how it works: – scrapes Twitter for top-performing posts and tracks engagement – uses AI to extract the hooks and categorize them by topic – generates new tweets using those proven hooks, written in your style, tone, vocabulary, and structure – stores everything in a database so you always have high-performing ideas to pull from if you want the full walkthrough, reply “viral” and I’ll DM it to you (must be following)

Tyler

62,938 次观看 • 11 个月前

Alright, now that we know *what* an agent is, how does it actually work? When you ask for help on a task, the agent plans a series of steps and executes them directly in the application on your behalf, using the tools it has access to. Say you are booking a local service or trying to organize your inbox (which typically takes multiple steps): the AI model first plans how to achieve the task using its existing knowledge and then interacts with your inbox to execute the task. The agent will continue until it is confident the task has been successfully completed.

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Google AI

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This finishing concept is great when you’re not in a blow by situation. Skip into them so that they are forced to absorb your contact. When you land and you want to transition your way to your back foot so that you can feed without being out of control

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Reid Ouse

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I wrote a step-by-step guide to blocking AI bots from harvesting your site, designed for developers and sysadmins. Over 90% of the sites I’ve reviewed in the last two months have had more requests from bot traffic than humans. AI bots are scraping your site for purposes like: ▶ building models off your data ▶ finding security vulnerabilities in your site ▶ setting up comparisons of your site and data vs your competitors I outline how to: 📍Sort out your AI bot strategy. 📍How to identify and track AI bots hitting your site. 📍What tools should you apply when asking bots not to scrape fails? 📍What immediate steps can you take in your robots.txt file to stop AI bots? ✅ So why is now the time to dig into this? It’s still early days for AI, and there’s a land grab going on for your data. Big tech, startups, and even governments are rushing ahead, and you’re playing without all the information you need. This gets you up to speed fast. Reply with “WTF AI Bots” follow me, and I’ll DM you the guide.

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Your store is slow and ugly because it’s bloated with useless apps. My store is fast because I only use the ready-to-use sections. The result? Higher conversion rates and a $0 monthly app bill. This isn’t magic; it’s just the power of AI. Comment "FAST" below, and I’ll show you how to apply it to your own store. (Must be following so I can DM you)

matheus

12,033 次观看 • 5 个月前

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A 17-YEAR-OLD IN INDIA BUILT A WEBSITE WHERE 25 MILLION PEOPLE HAVE SHOWN UP TO PRETEND THEY ARE AN AI CHATBOT it's called you open it and there are two tabs. "human" and "larp as ai." if you click human, you get to type a prompt. anything. "draw me a DJ in space." "should i text my ex." "how many Rs in strawberry." it costs 1 credit. you start with a few. they refill on a cooldown. then your prompt gets sent into a queue, and a real person somewhere on earth picks it up and has 60 seconds to answer like an AI would. no machine learning. no neural net. just some guy in his bedroom typing as fast as he can and pretending he is a chatbot. the page tells you, verbatim: "you have 60 seconds to fulfill a request before sam altman burns your H100." if you flip to the other tab and larp as ai instead, you earn credits to send your own prompts. it is a perfectly closed economy of mutual roleplay. what makes it transcend is the chaos: > someone asked for a sketch of "a DJ in space" and got something that looks exactly like a real model failing > someone asked "should i text my ex" and got back confident hallucinated life advice from a stranger > the fan strategy guides advise you to begin your reply with "as an AI language model, i cannot have feelings, but here is my feeling" it is the most accurate parody of an AI chatbot ever made, and the AI is humans. the kid who built it is Mihir Maroju, a 17-year-old high school graduate from Puducherry. he goes by mikidoodle online. NPR confirmed the site hit 25 million unique visitors and nearly 280 million total hits in roughly a month. "i didn't really expect it to be so addictive," he told them. no signup. no app. no paywall. you open the URL and you are inside the joke. the footer just says, in tiny grey text: "humans make mistakes because that's what makes us human." the internet is healing.

Nav Toor

265,903 次观看 • 5 天前

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Nelly;

31,616 次观看 • 11 个月前

OpenAI's Deep Research is getting a run for its money. Deep Lake was just released, and it's a different take on an AI system that can do deep research on your own data. You can use Deep Lake to build AI search with reasoning on your private and public data. (Look at the attached videos to get an idea of how it works.) If you want to research proprietary and sensitive data, Deep Research won't help you because it's limited to public data. Deep Lake, however, will allow you to use your private data. On top of that, Deep Lake supports multi-modal retrieval from the ground up. It uses vision language models for data ingestion and retrieval so that you can connect any data (PDFs, images, videos, structured data, etc.) You can even use mixed-data queries! Deep Lake can search your data from S3, Dropbox, and GCP. It learns from your queries over time, making the results as relevant to your work as possible!

OpenAI's Deep Research is getting a run for its money. Deep Lake was just released, and it's a different take on an AI system that can do deep research on your own data. You can use Deep Lake to build AI search with reasoning on your private and public data. (Look at the attached videos to get an idea of how it works.) If you want to research proprietary and sensitive data, Deep Research won't help you because it's limited to public data. Deep Lake, however, will allow you to use your private data. On top of that, Deep Lake supports multi-modal retrieval from the ground up. It uses vision language models for data ingestion and retrieval so that you can connect any data (PDFs, images, videos, structured data, etc.) You can even use mixed-data queries! Deep Lake can search your data from S3, Dropbox, and GCP. It learns from your queries over time, making the results as relevant to your work as possible!

Santiago

171,340 次观看 • 1 年前

let me be clear. in the next 6 months, if you're not using ai to generate ad creatives, your brand will die. it's not a question of "if," but "when." your competitors will : - out-test you - out-scale you - bury you with a volume of content you can't compete with this is digital darwinism. i just dropped the full ai ugc guide that shows you exactly how to generate ads that don't look like slop. like + reply 'guide' and i'll dm it to you. (must be following)

0x ROAS

83,919 次观看 • 8 个月前

On the 20th of October this happened, I watched as mainstream media arrived with the U.N. envoy instead of staying the night like the rest of us and seeing how israel was playing mind games and dropping bombs as if it was a toy…total disregard. I didn’t think to post it assuming that no way things would get this bad or last this long. Following this video my mother grounded me saying, “you are one person but part of so many, you do what you can and that makes you a sum of the parts, don’t think of what you can’t do but what you can do”, it was not to lessen from me but rather so I don’t ever get bogged down and see that we all have a role to play. At the end of the day you are speaking up one year against a cult like ideology that has been operating for over 70 years. It may take time but the point is…it has started. We are all a sum of the part and don’t ever underestimate yourself. Instead of thinking there’s nothing I can do, change it to ‘what can I do?’. Even a small action will have an effect in the right direction. As lonely as this year has been for a lot of us it’s important to know that you are not alone in your feelings or your actions, despair is their weapon hope and justice is ours.

On the 20th of October this happened, I watched as mainstream media arrived with the U.N. envoy instead of staying the night like the rest of us and seeing how israel was playing mind games and dropping bombs as if it was a toy…total disregard. I didn’t think to post it assuming that no way things would get this bad or last this long. Following this video my mother grounded me saying, “you are one person but part of so many, you do what you can and that makes you a sum of the parts, don’t think of what you can’t do but what you can do”, it was not to lessen from me but rather so I don’t ever get bogged down and see that we all have a role to play. At the end of the day you are speaking up one year against a cult like ideology that has been operating for over 70 years. It may take time but the point is…it has started. We are all a sum of the part and don’t ever underestimate yourself. Instead of thinking there’s nothing I can do, change it to ‘what can I do?’. Even a small action will have an effect in the right direction. As lonely as this year has been for a lot of us it’s important to know that you are not alone in your feelings or your actions, despair is their weapon hope and justice is ours.

Rahma

19,151 次观看 • 1 年前

so you're telling me an account can get 200k followers in a month just by cloning videos? i analyzed this page and all of their content is AI so i spent my whole weekend recreating their whole workflow and i'm pretty sure i got it made an automation that turns this process from hours to minutes and filmed a full video guide on how you can do it too repost, reply 'me' and i'll send it over (must be following or else i can't DM)

so you're telling me an account can get 200k followers in a month just by cloning videos? i analyzed this page and all of their content is AI so i spent my whole weekend recreating their whole workflow and i'm pretty sure i got it made an automation that turns this process from hours to minutes and filmed a full video guide on how you can do it too repost, reply 'me' and i'll send it over (must be following or else i can't DM)

SimonasDip

14,992 次观看 • 3 个月前