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AI Automation Champions

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76 contributions to AI Automation Society
Agentic RAG vs RAG
Agentic RAGs: The Future of AI Workflows Leading AI companies like Glean, Perplexity, and Harvey use sophisticated Agentic RAGs to handle complex enterprise tasks. This powerful combination leverages the strengths of both: - RAG (Retrieval Augmented Generation): - AI Agents: How Agentic RAGs Combine Strengths: - Smarter Retrieval: AI agents intelligently manage RAG's data retrieval, dynamically selecting sources based on query needs. - Enhanced Prompts: Agents build on RAG's augmented prompts by adding planning and real-time, tool-based data, feeding a highly refined input to the LLM. Operational Workflow (Simplified): 1. Query In: Agent receives user query. 2. Context & Plan: Agent uses memory and plans data retrieval strategy. 3. Data Fetch: Tools (like vector search) gather relevant data. 4. Prompt Optimize: Agent combines data, query, and prompt, applying reasoning. 5. Response Out: LLM generates final, intelligent output. Agentic RAGs are transforming how AI tackles complex challenges in the tech industry.
Agentic RAG vs RAG
1 like β€’ Oct '25
@Habeeb Mohammed for Symantec search use vector RAG or a hybrid RAG Else go with a tool based rag
0 likes β€’ 1d
Tanmay, RAGs are good for files etc but with increase in volume the cost of RAG increases a lot. on aws S3 you can have s3 tables if its a structured data to answer any questions via sql or AWS redhshift spectrum Databricks is another viable option with external tables. I need to know the type of data to give you a proper answer if n8n with RAG can be used or some other tech stack needs to be introduced
πŸš€ FlowMart Beta Invites Sent!
Update - FAQ Section added. Template card layout tightened. Beta invitations for FlowMart have officially gone out πŸŽ‰If you signed up earlier, check your inbox. Selected testers can now: - Add and sell AI / automation templates - Explore and hire AI builders - Test free + paid flows (Stripe payments are live) - Share honest, early feedback that will shape the platform πŸ‘‰ Access: https://flowmart.fasttrackaimastery.com/ If you didn’t get in this round, more spots will open soon. Stay tuned πŸ‘€
πŸš€ FlowMart Beta Invites Sent!
0 likes β€’ 28d
@Hicham Char Templates are therr but getting them working is a headache This site will help as it has a community aspect
FlowMart Beta Testers meeting at 11am EST today
meet.google.com/wbx-tezh-fnn Please join if interested
6
0
FlowMart Beta Testers meeting at 11am EST today
πŸš€ FlowMart Beta β€” Limited Access
πŸš€ FlowMart Beta β€” Limited Access We’ve opened FlowMart, a centralized marketplace where AI creators, builders, and buyers come together. What you can do: - Sell AI templates (n8n, Make, Zapier, etc.) - Sell micro-SaaS & AI tools - Keep 100% of your profits during beta - Buyers can use ready-made solutions or hire creators directly This is not just a template store β€” it’s a place to find talent, collaborate, and ship real AI solutions. πŸ”’ We’re selecting only 5 beta testers from this community.Access is not instant β€” selected testers will be contacted via DM or email. πŸ‘‰ Apply here: https://forms.gle/CxbKxmgoTtWx8pEy9 Let’s build the go-to marketplace for AI automation together.
πŸš€ FlowMart Beta β€” Limited Access
1 like β€’ Dec '25
there is an approval process. Also a how to video is needed to upload so that buyers are not lost. currently I am bearing the cost of the platform ( Stripe takes its charge but rest everything goes to the creator)
Free 2 day Gen AI Workshop
When - Oct 25-Oct 26 @10:30am EST Where - Online (Register @ www.FastTrackAIMastery.com) https://meet.google.com/vym-kbfd-mww
Free 2 day Gen AI Workshop
1-10 of 76
Sandeep Patharkar
6
1,399points to level up
@sandeep-patharkar-8382
Community to help Individuals and Enterprises unlock the power of AI and automation using n8n

Active 23m ago
Joined Apr 23, 2025
New Jersey
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