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8 contributions to AI Bits and Pieces
RAG Day 11 - Time to talk to the vectorized data 😁
Yesterday I managed to get the full document into the vector database. Chunking, embeddings, the table setup in Supabase, everything worked. Yessss 😁 So today I want to take the next logical step. I want to actually talk to the vectorized data. Chat with it. Ask questions. See what kind of answers I get and how good the quality is, as far as I can judge at this point. This is the exciting part for me. Yesterday was all about structure and setup. Today is about seeing whether the whole pipeline actually produces meaningful results. If the retrieval works. If the embeddings make sense. If the answers stay close to the source. I know the answers won’t be perfect. But that is exactly why I’m doing this challenge. Now that the data is in the vector store, the next step is to create the retrieval flow in n8n, send a query, look at the matches, and see how the LLM responds with context. Let’s see how good or bad the first results will be. Time to experiment again.
RAG Day 11 - Time to talk to the vectorized data 😁
2 likes • 6h
Go @Holger Peschke
🌀 The Quick Quip — Why AI Makes You More Valuable
🌀 The Quip: “AI won’t take your job — but someone using AI might.” ✨ Why It Matters AI isn’t here to replace people — it’s here to amplify them. Those who learn to use AI don’t become less relevant; they become the people others rely on. AI boosts your clarity, your speed, and your output — not your competition’s. Careers aren’t being eliminated; they’re being reshaped around those who embrace new tools. When you add AI to your skillset, you don’t disappear — you stand out. ✨ Real Story of the Week Source: Success.com Article: “New Research Shows Daily AI Users Earn More and Advance Faster” Published: December 2025 URL: https://www.success.com/daily-ai-users-career-research/ Success.com reported on PwC’s latest workforce study showing that employees who use generative AI every day are earning more and advancing their careers faster than peers who don’t. Daily AI users consistently reported higher income growth, faster skill development, and greater responsibility at work. This wasn’t a story about AI replacing jobs — it was a story about AI elevating the people who embrace it. ✨ How AI Bits & Pieces Can Help Inside this community, we help you turn AI into your everyday advantage: - Daily AI Terms that build literacy one small insight at a time - Classroom lessons that teach simple, practical workflows - Pro Tips showing how AI works in real jobs - Ready-to-use prompts that save hours of guesswork - Member examples proving that small AI habits create big results AI becomes powerful when you know how to use it — and we teach you how. ✨ Takeaway AI doesn’t diminish your value — it multiplies it. The people who use it gain the advantage. ✨ AI Bits and Pieces Helping people and businesses adopt AI with confidence.
4 likes • 14h
💪
🌀 ChatGPT: The Friend Who Always Knows… Until It Doesn’t
We all have that one friend. Ask them anything — sports, history, the migration patterns of penguins — and they’ll give you an answer with total confidence. Are they right? Sometimes. But wow, do they sound right. That’s ChatGPT. It doesn’t pause. It doesn’t hesitate. It doesn’t say, “Yeah, I actually have no idea.” Instead, it delivers an answer that feels polished, helpful… and occasionally built on pure creative fiction. It’s not lying — it’s predicting. And sometimes those predictions lead straight into elegant nonsense. Takeaway: ChatGPT is the friend who always has an answer — which is why your job is knowing when to double-check. ❓Has ChatGPT ever given you a polished, confident response that missed the mark?
Poll
10 members have voted
2 likes • 23d
To this day I prove read everything before submitting it.
2 likes • 23d
@Michael Wacht I fear the day it feels like a waste of time... Looking over the shoulders of the devil 😈
🎓 Classroom: Intro to Top LLMs — Day 4 Pro Tip
Day 4 - Pro Tip⚡ How to Use the "Explain It Back to Me” prompt strategy - Before running the main instruction, simply add this one phrase at the end of a prompt. - “Restate what I just asked in your own words before doing it.” Our newest classroom course is being released over the next 5-days. Each day, you’ll get one short, practical Pro Tip — designed to save you time, frustration, and confusion when using the world’s best Large Language Models (LLMs): Click on Classroom Link for complete 5-day multi-part course: https://www.skool.com/ai-bits-and-pieces/classroom/e870ce2c Classroom courses are written in multiple parts to help you build AI fluency at your own pace in 3-minute increments.
3 likes • 29d
That used to be the number one hack in delegating stuff to humans. Make sure your message is received AND understand. And no shocking surprise that it helps a lot in delegating stuff to LLM too
🪜 How to Level Up and Unlock New Content
In AI Bits and Pieces, your progress unlocks new classroom content step by step. You don’t need to rush — just keep showing up, engaging, and learning. You earn points naturally when you: ✅ Comment or reply with thoughtful insights ✅ Share helpful or creative posts ✅ React to what inspires you ✅ Join events, discussions, or challenges Every small action adds up. The more you participate, the more you unlock. 💡 Why It’s Set Up This Way: AI Bits and Pieces is built on shared learning — not competition. Each level simply marks your growing contribution and curiosity. As you level up, you’ll unlock: 📘 New Lessons and Mini-Series 🎥 “Out of the Box” Builds 🧩 Bonus Frameworks and Playbooks 🎁 Surprise Drops and Extras 🔁 Takeaway You’re not competing with anyone here — you’re building momentum. Keep showing up, learning out loud, and supporting others. That’s how the next chapter opens — one insight at a time. What’s one small way you can contribute today? 👇 Comment, like and post an idea, question, app news today.
1 like • Oct 29
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Eduard Friesen
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39points to level up
@eduard
Automation mitKI.ai

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Joined Oct 4, 2025
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