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🔒 Q&A w/ Nate is happening in 7 days
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🚀New Video: Once You Know This, Building RAG Agents Becomes Easy in n8n
In this video, I break down the different ways you can handle retrieval and context in RAG systems when building AI agents in n8n. I start by explaining why chunk-based retrieval often causes hallucinations and inaccurate answers, especially when the agent is missing full context. Then I walk through three practical approaches I actually use in real systems: using filters to narrow context, using SQL queries to pass full and structured context to the agent, and using vector search when semantic matching makes sense. For each approach, I explain what it is, how it works, when it breaks down, and when it is the right tool for the job.
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🎉 Happy New Year, Everyone
It is always a good time to reflect on everything you accomplished this past year and to set some goals for what you want to achieve in the new one. Thank you for helping us build such an awesome community over the past year. I cannot wait to see how much more it grows by the end of 2026. Cheers, Nate
🎉 Happy New Year, Everyone
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🏆 Weekly Wins Recap | Dec 27 – Jan 2
We wrapped up the year strong and kicked off the new one with momentum. From first sales to real-world impact builds, AIS+ members kept shipping 👇 Here are this week’s highlights inside AIS+ 👇 👉 @Jon Roth made his first sale with a workflow built for a 3D print shop - optimizing Shopify order processing end to end. 👉 @Maciej Wesolowski secured a $5,200 client to build a lead-gen AI chatbot for a training firm — consistency paying off again. 👉 @Ai Stromae built a transcription - NotebookLM workflow that saves a client hours of manual effort every week. 👉 @Kevonte Demery launched a live AI program for underserved students - turning automation skills into real social impact. 👉 Satyam Sharma built a mini SaaS in just 3 hours, complete with payments and a live demo - fast execution, real product. 🎥 Super Win Spotlight of the Week: @Christian Barraza | From Do-or-Die to Full-Time Builder Christian joined AIS+ with almost nothing left in his bank account - and went all in. Within days, he restructured his offer, signed his first client, posted the win, and quickly landed a second client - all by applying what he learned and leaning into the community. 🎥 Watch his quick story 👇 Christian’s journey is proof that when you commit fully and take action, momentum can change everything - fast. ✨ Want to see more wins like these every week? Join the builders inside AI Automation Society Plus - where action, community, and consistency turn learning into real results 🚀
🏆 Weekly Wins Recap | Dec 27 – Jan 2
How to ACTUALLY Achieve Your Goals in 2026
https://vidpowr.net/embed/3NLSg9gSQ8eVywJ read, listen or watch #### 1. **Make a firm decision to change now** - Stop waiting for the "perfect time." Lock in your decision to act today. - Don’t wait for the typical New Year’s resolutions or external validation—start moving immediately. - You’re in control; no superhero is coming to save you. #### 2. **Put your big decision on the calendar** - Identify one key decision (quitting a job, launching a product, leaving a relationship, etc.) and set a specific date to act. - Making this commitment helped the speaker quit their job and build a million-dollar business. - Having a date creates accountability and propels you forward. #### 3. **Nobody owes you anything; stop waiting for permission** - Don’t wait for mentors, permission, or luck. - Focus on being honest, direct, and true rather than just being liked. - You are responsible for your own success, and depending on others' approval is limiting. - Being "nice" doesn’t make money; being real and right does. #### 4. **Don’t be afraid of haters and criticism** - Success will create haters who mirror their own failures by attacking you. - Learn to laugh it off and keep focused on your goals. - Most people aren't thinking about you as much as you think. - Stay focused on progress rather than opinions. #### 5. **Obsess over your vision, don’t seek balance** - Seek obsession rather than balance; balance leads to average results. - Examples like Elon Musk and Jeff Bezos demonstrate relentless obsession leads to success. - Cut distractions and toxic influences that slow you down. #### 6. **Leverage technology and trends** - Success comes from using technology to amplify human effort. - Focus on creating leveraged income — income that pays you continuously, not just when you work. - Look for unmet needs rich people have, understanding they will spend money to solve problems efficiently. #### 7. **Get smarter about money and wealth**
#WorkflowOptimization
Hey everyone! I’ve been refining my personal automation stack lately experimenting with different AI tools, testing small workflow tweaks, and trying to figure out which automations actually save time versus which ones just look cool on paper. I’m curious what automations have made the biggest impact for you. Is there a workflow, prompt structure, integration, or tool combo that noticeably boosted your productivity or reduced repetitive tasks? Would love to hear what’s been working in your setup. Always excited to learn from the creative systems people build.
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AI Automation Society
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