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Tool Box

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๐Ÿš€ Comunidad para emprendedores, CEOs y marketers que quieren dominar la IA y automatizar su negocio. ยกAhorra tiempo, escala y crece con ๐Ÿงฐ ToolBox!

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47 contributions to AI Automation Society
๐ŸŽ„ My CHRISTMAS CHALLENGE Submission: The Final Result ๐ŸŽฌ
Hey everyone! Iโ€™m excited to share my final result after participating in this Christmas Challenge. Itโ€™s been an intense process bringing this story to life over the last few days, and itโ€™s finally ready. For my project, I chose the ๐—ฆ๐˜‚๐˜€๐—ฝ๐—ฒ๐—ป๐˜€๐—ฒ / ๐—œ๐˜€๐—ผ๐—น๐—ฎ๐˜๐—ฒ๐—ฑ ๐—–๐—ฎ๐—ฏ๐—ถ๐—ป ๐˜€๐˜๐—ผ๐—ฟ๐˜†๐—น๐—ถ๐—ป๐—ฒ. As youโ€™ll see in the video, my main focus was on lighting and atmosphere. I wanted to step away from the traditional cozy Christmas aesthetic to create something more cinematic and tenseโ€”playing with harsh shadows, flashlight beams cutting through the darkness, and the subtle contrast of dying embers. This definitely won't be a "๐—ฆ๐—ถ๐—น๐—ฒ๐—ป๐˜ ๐—ก๐—ถ๐—ด๐—ต๐˜"... ๐—›๐—ผ๐—ฝ๐—ฒ ๐˜†๐—ผ๐˜‚ ๐—ฒ๐—ป๐—ท๐—ผ๐˜† ๐—ถ๐˜! ๐Ÿ‘‡โšก๐Ÿ”ฆ
๐ŸŽ„ My CHRISTMAS CHALLENGE Submission: The Final Result ๐ŸŽฌ
๐Ÿ“ŠPoll: Which n8n animation do you prefer?
v1 is on the left, v2 is on the right... This should be interesting.
Poll
642 members have voted
๐Ÿ“ŠPoll: Which n8n animation do you prefer?
1 like โ€ข 2d
I like version 2
n8n V2: The day automation grew up (and yes, we finally have Auto-save)
Hey everyone! ๐Ÿ‘‹ Youโ€™ve probably heard the noise by now, but I wanted to drop the real value bomb here. n8n Version 2 is out, and honestly, itโ€™s the quality leap weโ€™ve been waiting years for. If youโ€™ve ever lost an entire complex workflow because Chrome decided to update itself or you accidentally closed a tab... today is a day to celebrate. ๐Ÿพ Here is the no-fluff summary of why this changes the game for us: 1. ๐Ÿง  AUTO-SAVE (The MVP of the update) Yes. Itโ€™s real. No more trauma from lost work. This feature alone makes the update worth it. 2. ๐Ÿš€ Insane Speed The new interface isn't just prettier (better dark/light mode), it flies. If you have workflows with 200+ nodes, you will feel the difference instantly. No more lag. 3. ๐Ÿค– Ready for AI Agents If you are building systems with LLMs (like many of us here are doing), V2 handles memory, prompts, and AI error handling much better. Itโ€™s built for the future of agents. 4. ๐Ÿ” Enterprise-Level Security For those of you selling services to clients: n8n now has better logging, credential management, and error controls. No more "hacky" workarounds to make clients feel safe. 5. ๐Ÿ”— Rock-Solid Integrations Theyโ€™ve rewritten core nodes like Google, Slack, HubSpot... fewer "ghost" errors and much more stable connections. ๐Ÿง My Take: n8n has stopped being just that "low-code tool for hackers" and has become a robust platform ready for serious production. If you sell automation services, your offering just increased in value. ๐Ÿ‘‡ Question for the group: Which improvement was most urgent for you? The auto-save or the stability in AI nodes? Let me know in the comments. ๐Ÿ’ฌ
n8n V2: The day automation grew up (and yes, we finally have Auto-save)
๐Ÿš€New Video: Unlock the Full Power of Your n8n Agents (new instance MCP)
In this video, I break down n8nโ€™s new instance-level MCP and show you why it is a big upgrade from running your own MCP Server Trigger inside a workflow. I explain what it is, how it works, and the key differences you need to know so you can get the most out of it. I also walk through how to connect the new MCP to tools like ChatGPT, Claude, and Lovable so your AI agents can take real actions inside your n8n instance. Youโ€™ll see practical examples, simple use cases, and a full demo of how to think about using this in your daily life to automate tasks, speed up your workflow, and make your AI tools much more useful. If you want to understand how to unlock the full power of AI agents inside n8n, this video will show you exactly how to get started.
10 likes โ€ข 6d
Awesome @Nate Herk ! ๐Ÿš€ Thanks for the video โ€” I was just diving into the new instance-level MCP and this breakdown is exactly what I needed ๐Ÿคโœจ The practical examples are pure gold, and I think this upgrade will unlock huge opportunities inside n8n ๐Ÿ”ฅ Letโ€™s go! ๐Ÿ’ช๐Ÿค–
๐Ÿš€ RAG Battle: Gemini File Search vs. OpenAI Vector Store. Which one to choose?
Hello community! ๐Ÿ‘‹ The AI automation landscape is moving at breakneck speed. One of the current keys is equipping our agents with specific knowledge (RAG) without dying trying. Until recently, this required setting up complex pipelines with Pinecone, Supabase, etc. But recently, both ๐—š๐—ผ๐—ผ๐—ด๐—น๐—ฒ (๐—š๐—ฒ๐—บ๐—ถ๐—ป๐—ถ) and ๐—ข๐—ฝ๐—ฒ๐—ป๐—”๐—œ have launched solutions that promise to drastically simplify this process. I've been analyzing both options thoroughly, comparing costs, ease of use, and integration (especially thinking about workflows like n8n), and here is the final verdict. ๐Ÿ‘‡ ๐Ÿ”ฅ ๐—ง๐—ต๐—ฒ ๐— ๐—ถ๐—น๐—น๐—ถ๐—ผ๐—ป ๐——๐—ผ๐—น๐—น๐—ฎ๐—ฟ ๐—ค๐˜‚๐—ฒ๐˜€๐˜๐—ถ๐—ผ๐—ป: W๐—ต๐—ถ๐—ฐ๐—ต ๐—ผ๐—ป๐—ฒ ๐—ถ๐˜€ ๐—ฏ๐—ฒ๐˜๐˜๐—ฒ๐—ฟ? The short answer is: It depends on your priority. Are you looking for maximum economy and speed, or the most elegant integration into your workflow? ๐Ÿฅ‡ ๐—š๐—ฒ๐—บ๐—ถ๐—ป๐—ถ ๐—™๐—ถ๐—น๐—ฒ ๐—ฆ๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—”๐—ฃ๐—œ (๐—ง๐—ต๐—ฒ ๐—ž๐—ถ๐—ป๐—ด ๐—ผ๐—ณ ๐—˜๐—ฐ๐—ผ๐—ป๐—ผ๐—บ๐˜† & ๐—ฆ๐—ถ๐—บ๐—ฝ๐—น๐—ถ๐—ฐ๐—ถ๐˜๐˜†) If your priority is low cost and getting it running fast, Gemini is unbeatable. - ๐Ÿ’ธ ๐—”๐—น๐—บ๐—ผ๐˜€๐˜ ๐—ญ๐—ฒ๐—ฟ๐—ผ ๐—–๐—ผ๐˜€๐˜: Storage is currently free. Indexing a 120-page PDF costs less than $0.15. It's ridiculously cheap compared to the competition. - ๐Ÿš€ ๐—ก๐—ผ ๐——๐—ฎ๐˜๐—ฎ๐—ฏ๐—ฎ๐˜€๐—ฒ: Forget about managing external vector databases. Google takes care of chunking, embedding, and storage. Just upload the file and you're done. ๐Ÿฅˆ ๐—ข๐—ฝ๐—ฒ๐—ป๐—”๐—œ ๐—ฉ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ ๐—ฆ๐˜๐—ผ๐—ฟ๐—ฒ (๐—ง๐—ต๐—ฒ ๐—ž๐—ถ๐—ป๐—ด ๐—ผ๐—ณ ๐—ก๐—ฎ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—œ๐—ป๐˜๐—ฒ๐—ด๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป) If you value a clean workflow and integrated tools within the OpenAI ecosystem. - ๐Ÿง  ๐—ก๐—ฎ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—œ๐—ป๐˜๐—ฒ๐—ด๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: It shines especially if you use n8n. You access the vector base directly via the OpenAI API, without weird extra nodes. - ๐Ÿ› ๏ธ "๐—•๐˜‚๐—ถ๐—น๐˜-๐—ถ๐—ป" ๐—ง๐—ผ๐—ผ๐—น๐˜€: It allows adding file or web search directly in the agent configuration, eliminating the need for external tools like Perplexity in many cases. It's a much more elegant design. ๐Ÿ“Š ๐—ฉ๐—ถ๐˜€๐˜‚๐—ฎ๐—น๐—ถ๐˜‡๐—ฒ ๐˜๐—ต๐—ฒ ๐—–๐—ผ๐—บ๐—ฝ๐—ฎ๐—ฟ๐—ถ๐˜€๐—ผ๐—ป (๐—˜๐˜…๐—ฐ๐—น๐˜‚๐˜€๐—ถ๐˜ƒ๐—ฒ ๐—œ๐—ป๐—ณ๐—ผ๐—ด๐—ฟ๐—ฎ๐—ฝ๐—ต๐—ถ๐—ฐ๐˜€) I have prepared detailed infographics for the community that visually summarize: - The quick verdict. - The brutal difference in prices. - How they differ from traditional RAG and their limitations (watch out, they aren't magic!).
๐Ÿš€ RAG Battle: Gemini File Search vs. OpenAI Vector Store. Which one to choose?
1 like โ€ข 6d
That will be in a future chapter ๐Ÿ˜‰ @Hicham Char
1-10 of 47
@joan-marquez-5213
๐Ÿš€ Co-fundador de ๐Ÿงฐ Tool Box | IA, Automatizaciรณn y Crecimiento ๐Ÿ“ˆ | Transformamos procesos manuales en sistemas inteligentes.

Active 1m ago
Joined Aug 15, 2025
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