Summary
Cerebras, a leading AI hardware company, has developed a robust knowledge base system that enhances data retrieval and organizational efficiency. Unlike typical knowledge bases that often lack substance, Cerebras's system effectively ingests vast amounts of data from various sources, including Slack conversations, company wikis, code repositories, and custom databases. This data is transformed into an embedding space, allowing employees to easily query and retrieve relevant information without navigating complex APIs.
The system employs a method known as Retrieval Augmented Generation (RAG), which enables precise answers based on specific data sets rather than general knowledge. By structuring data with context—such as timestamps and metadata—the knowledge base improves the accuracy and relevance of responses. This capability is particularly beneficial for larger organizations, where quick access to information can significantly enhance productivity and decision-making.
Cerebras's approach stands out in a crowded market, as it prioritizes practical applications over flashy visualizations. The knowledge base not only serves as a repository of information but also evolves with the organization, continually integrating new data and insights. This innovative system represents a significant advancement in how businesses can leverage AI to streamline operations and foster a more informed workforce.
Show Notes
🔥 Join Maker School and get customer #1 guaranteed: https://skool.com/makerschool/about💎 Get this system for FREE here: https://skool.com/maker-zero/about➡️ If this is your first video: I'm Nick Saraev. I run LeftClick, an AI growth agency. We've done work for large brands you're likely familiar with, like Mr. Beast, Anthropic, OpenAI, and a few others.Uploaded 19-07-26In plain English: I help people build systems that generate leads, close deals, and scale businesses, mostly using new AI models like Claude. I also make videos about how to do all of that here on YouTube.It hasn't always been this way. My family immigrated from a Soviet bloc country (People's Republic of Bulgaria) in the 90s. They worked extremely hard, and we were broke for a very long time. I grew up wishing for more security, stability, and freedom over my own life.I don't have a programming degree, and never took formal education for IT or workflows. I learned it all myself from YouTube videos like you're watching now.As for my path: I started my first business at 19 in college. We threw events (mostly parties) at campus bars, and charged people for entry. That failed to provide me enough money to pay my bills, so at 21, I started another business, a door-to-door marketing agency.From there, every year, I would start several companies, over 10 in total. I did this in a variety of industries, like e-commerce, photography, videography, SaaS, credit repair, etc. Each grew slightly more profitable, until, at 25, I would start 1SecondCopy, a content writing company. A friend and I eventually scaled that to over $90,000/m. It was my first taste of financial independence, and the reason I'm here today.Since starting my journey, I've grown a fair bit of capital. To diversify my income, at 30, I began investing in other businesses and advising companies on how to grow in the AI era. These include SaaS businesses, like Clairvo, agencies like Dental Connect, and more. Collectively, the businesses that I own outright or are a part of generate over $10 million per year. This returns far more than the 5-10% you would get in the stock market, but also requires a lot of my active time. There's a tradeoff there, but I greatly prefer active investing, where I have control over the entities I'm a part of.It wasn't easy to get here. But I did in the end! For anyone on their own entrepreneurial journey: I wish you luck, happiness, and perseverance. You can make it!Summary ⤵️The end-to-end, definitive course on Claude Code for beginners! I'll take you through a full four-hour masterclass where I start by teaching you how to set up and install Claude Code in a tutorial, how to configure your IDE or integrated development environment (we'll use Antigravity), how to utilize your CLAUDE.md file as your project brain, how to build your first project in Antigravity using Claude Code in under 15 minutes, advanced Claude Code functionality including hooks, slash commands, and more. I also teach you how to spin up multiple Claude Code instances and have them work on your behalf; how to parallelize work using sub-agents; how to use Git work trees to accomplish many hours of work in just a few minutes; how to conserve tokens and use context management to crush your coding and software projects; how to deploy things to the cloud using Modal and related services, and in general... how to be awesome at Claude Code! Hope you enjoy the tutorial.Chapters Learn more about your ad choices. Visit megaphone.fm/adchoices Learn more about your ad choices. Visit megaphone.fm/adchoices
More from Nick Saraev: Claude, Codex & AI Agents
Starting a new weekly series where I build designs from the ground up, live. Uploaded 08-02-22I think too much of modern web development tutorials is just copy/pasting from a hidden monitor. There's no better way to learn real job skills than seeing what frontend developers *actually* do/think while building, debugging, and launching.In this Tailwind CSS tutorial, you'll learn how to build the main YouTube video page completely with Tailwind. Learn more about your ad choices. Visit megaphone.fm/adchoices Learn more about your ad choices. Visit megaphone.fm/adchoices
🔥 Join Maker School and get customer #1 guaranteed: https://skool.com/makerschool/about💎 Get all resources 100% free: https://skool.com/maker-zero/about➡️ If this is your first video: I'm Nick Saraev. I run LeftClick, an AI growth agency. We've done work for large brands you're likely familiar with, like Mr. Beast, Anthropic, OpenAI, and a few others.Uploaded 01-05-26In plain English: I help people build systems that generate leads, close deals, and scale businesses, mostly using new AI models like Claude. I also make videos about how to do all of that here on YouTube.It hasn't always been this way. My family immigrated from a Soviet bloc country (People's Republic of Bulgaria) in the 90s. They worked extremely hard, and we were broke for a very long time. I grew up wishing for more security, stability, and freedom over my own life.I don't have a programming degree, and never took formal education for IT or workflows. I learned it all myself from YouTube videos like you're watching now.As for my path: I started my first business at 19 in college. We threw events (mostly parties) at campus bars, and charged people for entry. That failed to provide me enough money to pay my bills, so at 21, I started another business, a door-to-door marketing agency.From there, every year, I would start several companies, over 10 in total. I did this in a variety of industries, like e-commerce, photography, videography, SaaS, credit repair, etc. Each grew slightly more profitable, until, at 25, I would start 1SecondCopy, a content writing company. A friend and I eventually scaled that to over $90,000/m. It was my first taste of financial independence, and the reason I'm here today.Since starting my journey, I've grown a fair bit of capital. To diversify my income, at 30, I began investing in other businesses and advising companies on how to grow in the AI era. These include SaaS businesses, like Clairvo, agencies like Dental Connect, and more. Collectively, the businesses that I own outright or are a part of generate over $10 million per year. This returns far more than the 5-10% you would get in the stock market, but also requires a lot of my active time. There's a tradeoff there, but I greatly prefer active investing, where I have control over the entities I'm a part of.It wasn't easy to get here. But I did in the end! For anyone on their own entrepreneurial journey: I wish you luck, happiness, and perseverance. You can make it!📚 Free multi-hour courses→ Claude Code (4hr full course): https://www.youtube.com/watch?v=QoQBzR1NIqI→ Vibe Coding w/ Antigravity (6hr full course): https://www.youtube.com/watch?v=gcuR_-rzlDw→ Agentic Workflows (6hr full course): https://www.youtube.com/watch?v=MxyRjL7NG18→ N8N (6hr full course, 890K+ views): https://www.youtube.com/watch?v=2GZ2SNXWK-cSummary ⤵️Here's how to use Claude Code for free (basically free Claude Code, or at least really cheap Ckaude Code) with NVIDIA-NIM, OpenRouter, Ollama for local models, and high-quality ones like DeepSeek V4 Flash. Enjoy!My software, tools, and deals (some give me kickbacks—thank you!)🚀 Instantly: https://link.nicksaraev.com/instantly-short📧 Anymailfinder: https://link.nicksaraev.com/amf-short🤖 Apify: https://console.apify.com/sign-up (30% off with code 30NICKSARAEV)🧑🏽💻 n8n: https://n8n.partnerlinks.io/h372ujv8cw80📈 Rize: https://link.nicksaraev.com/rize-short (25% off with promo code NICK)Chapters00:00 Introduction03:47 Setting Up Free Claude Code Repo06:30 Setting Up OpenRouter14:00 Setting Up NVIDIA-NIM18:50 Setting Up Ollama26:00 Conclusion Learn more about your ad choices. Visit megaphone.fm/adchoices Learn more about your ad choices. Visit megaphone.fm/adchoices
GET THE WHIMSICAL HERE FOR FREE ⤵️https://whimsical.com/how-i-d-automate-a-plumbing-business-7AwTzGsok7ZmKpaSEoPuQFUploaded 15-07-24Watch me build my $300K/mo business live with daily videos + strategy ⤵️https://www.youtube.com/@nicksaraevdailyJOIN MY AUTOMATION COMMUNITY and GET YOUR FIRST CUSTOMER, GUARANTEED 👑https://www.skool.com/makerschool/about?ref=e525fc95e7c346999dcec8e0e870e55dSUMMARY ⤵️Probably my most common question today is "how do you automate X business"? I thought I'd make a series to answer. I'm starting with plumbing companies, and most of what I say here also applies to HVAC or other local services businesses.WHAT TO WATCH NEXT 🍿How I Hit $25K/Mo Selling Automation: https://youtube.com/watch?v=T7qAiuWDwLwMy $21K/Mo Make.com Proposal System: https://youtube.com/watch?v=UVLeX600irkGenerate Content Automatically With AI: https://youtube.com/watch?v=P2Y_DVW1TSQMY TOOLS, SOFTWARE DEALS and GEAR (some of these links give me kickbacks—thank you!)🚀 INSTANTLY: https://instantly.ai/?via=nick-saraev🧠 SMARTLEAD.AI: https://smartlead.ai/?via=nick-saraev📧 ANYMAIL FINDER: https://anymailfinder.com/?via=nick🚀 APOLLO.IO: https://get.apollo.io/bisgh2z5mxc1👻 PHANTOMBUSTER: https://phantombuster.com/?deal=noah60📄 PANDADOC: https://pandadoc.partnerlinks.io/ar44yghojibe📝 TYPEFORM: https://typeform.cello.so/rM8vRjChpbp✅ CLICKUP: https://clickup.pxf.io/4PQo61📅 MONDAY.COM: https://try.monday.com/1ty9wtpsara2📓 NOTION: https://affiliate.notion.so/3viwitl53eg7🤖 APIFY: https://www.apify.com/?fpr=98rff🛠️ MAKE: https://www.make.com/en/register?pc=nicksaraev🚀 GOHIGHLEVEL: https://www.gohighlevel.com/30-day-trial?fp_ref=nicksaraev📈 RIZE: https://rize.io/?via=LEFTCLICKAI (use promo code NICK)🌐 WEBFLOW: https://try.webflow.com/e31xtgbyscm8🃏 CARRD: https://try.carrd.co/myjz1yxp💬 REPLY: https://get.reply.io/yszpkkqzkb8f📨 MISSIVE: https://missiveapp.com/?ref_id=E3BEE459EB71📄 PDF.CO: https://pdf.ai/?via=nick🔥 FIREFLIES.AI: https://fireflies.ai/?fpr=nick33🔍 DATAFORSEO: https://dataforseo.com/?aff=178012🖼️ BANNERBEAR: https://www.bannerbear.com/?via=nick🗣️ VAPI.AI: https://vapi.ai/?aff=nicksaraev🤖 BOTPRESS: https://try.botpress.com/ygwdv3dcwetq🤝 CLOSE: https://refer.close.com/r3ec5kps99cs💬 MANYCHAT: https://manychat.partnerlinks.io/sxbxj12s1hcz🛠️ SOFTR: https://softrplatformsgmbh.partnerlinks.io/gf1xliozt7tm🌐 SITEGROUND: https://www.siteground.com/index.htm?afcode=ac0191f0a28399bc5ae396903640aea1⏱️ TOGGL: https://toggl.com/?via=nick📝 JOTFORM: https://link.jotform.com/nicksaraev-Dsl1CkHo1C📊 FATHOM: https://usefathom.com/ref/YOHMXL🛒 AMAZON: https://kit.co/nicksaraev/longform-automation-content-youtube-kit📇 DROPCONTACT: https://www.dropcontact.com/?kfl_ln=leftclick📸 GEAR KIT: https://link.nicksaraev.com/kit🟩 UPWORK https://link.nicksaraev.com/upwork🛑 TODOIST: https://get.todoist.io/62mhvgid6gh3🧑💼 CONVERTKIT: https://partners.convertkit.com/lhq98iqntgjhFOLLOW ME✍🏻 My content writing agency: https://1secondcopy.com🦾 My automation agency: https://leftclick.ai🕊️ My Twitter/X: https://twitter.com/nicksaraev🤙 My blog (followed by the founder of HubSpot!): https://nicksaraev.comWHY ME?If this is your first watch—hi, I’m Nick! TLDR: I spent five years building automated businesses with Make.com (most notably 1SecondCopy, a content company that hit 7 figures). Today a lot of people talk about automation, but I’ve noticed that very few have practical, real world success making money with it. So this channel is me chiming in and showing you what *real* systems that make *real* revenue look like! Hopefully I can help you improve your business, and in doing so, the rest of your life :-) Please like, subscribe, and leave me a comment if you have a specific request! Thanks. Learn more about your ad choices. Visit megaphone.fm/adchoices Learn more about your ad choices. Visit megaphone.fm/adchoices
🔥 Join Maker School and get customer #1 guaranteed: https://skool.com/makerschool/about💎 Get all resources 100% free: https://skool.com/maker-zero/about➡️ If this is your first video: I'm Nick Saraev. I run LeftClick, an AI growth consultancy. We've done work for large brands you're likely familiar with, like Mr. Beast, Anthropic, OpenAI, and a few others.Uploaded 06-07-26In plain English: I help people build systems that generate leads, close deals, and scale businesses, mostly using new AI models like Claude. I also make videos about how to do all of that here on YouTube.It hasn't always been this way. My family immigrated from a Soviet bloc country (People's Republic of Bulgaria) in the 90s. They worked extremely hard, and we were broke for a very long time. I grew up wishing for more security, stability, and freedom over my own life.I don't have a programming degree, and never took formal education for IT or workflows. I learned it all myself from YouTube videos like you're watching now.As for my path: I started my first business at 19 in college. We threw events (mostly parties) at campus bars, and charged people for entry. That failed to provide me enough money to pay my bills, so at 21, I started another business, a door-to-door marketing agency.From there, every year, I would start several companies, over 10 in total. I did this in a variety of industries, like e-commerce, photography, videography, SaaS, credit repair, etc. Each grew slightly more profitable, until, at 25, I would start 1SecondCopy, a content writing company. A friend and I eventually scaled that to over $90,000/m. It was my first taste of financial independence, and the reason I'm here today.Since starting my journey, I've grown a fair bit of capital. To diversify my income, at 30, I began investing in other businesses and advising companies on how to grow in the AI era. These include SaaS businesses, like Clairvo, agencies like Dental Connect, and more. Collectively, the businesses that I own outright or are a part of generate over $10 million per year. This returns far more than the 5-10% you would get in the stock market, but also requires a lot of my active time. There's a tradeoff there, but I greatly prefer active investing, where I have control over the entities I'm a part of.It wasn't easy to get here. But I did in the end! For anyone on their own entrepreneurial journey: I wish you luck, happiness, and perseverance. You can make it!--Other platforms I'm on ⤵️📸 Instagram: https://www.instagram.com/nick_saraev🕊️ Twitter/X: https://twitter.com/nicksaraev✍🏻 Blog: https://nicksaraev.comMy free multi-hour courses ⤵️→ Claude Code (4hr full course): https://www.youtube.com/watch?v=QoQBzR1NIqI→ Agentic Workflows (6hr full course): https://www.youtube.com/watch?v=MxyRjL7NG18→ N8N (6hr full course, 1M+ views): https://www.youtube.com/watch?v=2GZ2SNXWK-c--Summary ⤵️Crazy new hack: you can use a GitHub repository called Pxpipe to save 30-50% of all of your Fable 5 Claude Code usage.--Chapters ⤵️0:00 Fable 5 billing glitch1:10 Proof: $1.03 text vs $0.69 as images2:14 Building the pipeline (one voice prompt)3:48 Why the image arbitrage math works4:37 The finished script + a mega prompt demo5:45 Head to head results: 68.7% fewer tokens6:26 Get the script (free download) Learn more about your ad choices. Visit megaphone.fm/adchoices Learn more about your ad choices. Visit megaphone.fm/adchoices
GET THE FREE GAMMA + TEMPLATES HERE 🙏https://gamma.app/docs/How-to-Successfully-Service-Your-First-Automation-Client-in-2024-3xpyq1tyhppm1jvUploaded 12-08-24Watch me build my $300K/mo business live with daily videos + strategy ⤵️https://www.youtube.com/@nicksaraevdailyJOIN MY AUTOMATION COMMUNITY and GET YOUR FIRST CUSTOMER, GUARANTEED 👑https://www.skool.com/makerschool/about?ref=e525fc95e7c346999dcec8e0e870e55dSUMMARY ⤵️Complete guide on servicing your first AI automation agency client in 2024. I run you through the workflow from end-to-end, including pre-project, kickoff, onboarding, progress updates, delivery emails, and upsells.WHAT TO WATCH NEXT 🍿How I Hit $25K/Mo Selling Automation: https://youtube.com/watch?v=T7qAiuWDwLwMy $21K/Mo Make.com Proposal System: https://youtube.com/watch?v=UVLeX600irkGenerate Content Automatically With AI: https://youtube.com/watch?v=P2Y_DVW1TSQMY SOFTWARE, TOOLS, and DEALS (some of these give me kickbacks—thank you!)🚀 INSTANTLY: https://link.nicksaraev.com/instantly-short📧 ANYMAIL FINDER: https://link.nicksaraev.com/amf-short👻 PHANTOMBUSTER: https://link.nicksaraev.com/pb-short✅ CLICKUP: https://link.nicksaraev.com/clickup-short📈 RIZE: https://link.nicksaraev.com/rize-short (use promo code NICK for addn 25% off)WHAT TO WATCH NEXT 🍿HOW I HIT $25K/MO SELLING AUTOMATION: https://youtube.com/watch?v=T7qAiuWDwLwMY $21K/MO MAKE.COM PROPOSAL SYSTEM: https://youtube.com/watch?v=UVLeX600irkGENERATE CONTENT AUTOMATICALLY WITH AI: https://youtube.com/watch?v=P2Y_DVW1TSQFOLLOW ME✍🏻 My content writing agency: https://1secondcopy.com🦾 My automation agency: https://leftclick.ai🕊️ My Twitter/X: https://twitter.com/nicksaraev🤙 My blog (followed by the founder of HubSpot!): https://nicksaraev.comWHY ME?If this is your first watch—hi, I’m Nick! TLDR: I spent five years building automated businesses with Make.com (most notably 1SecondCopy, a content company that hit 7 figures). Today a lot of people talk about automation, but I’ve noticed that very few have practical, real world success making money with it. So this channel is me chiming in and showing you what *real* systems that make *real* revenue look like! Hopefully I can help you improve your business, and in doing so, the rest of your life :-) Please like, subscribe, and leave me a comment if you have a specific request! Thanks.Timestamps0:00 Introduction to Servicing Your Automation Client0:39 The Importance of Client Retention2:03 Understanding Your Role as a Service Provider2:54 The Significance of Client Acquisition Time8:06 Setting Expectations with the Client14:53 Implementing a Structured Onboarding Process16:11 Testing the Flow of the Project18:18 Delivering Progress Updates to Clients19:13 Utilizing Templates for Project Efficiency22:32 Utilizing Project Update and Delivery Templates25:46 Enhancing Client Relationships with Delivery Templates28:12 Importance of Service in Service Provider Role Learn more about your ad choices. Visit megaphone.fm/adchoices Learn more about your ad choices. Visit megaphone.fm/adchoices