For a deeper discussion on optimizing this workflow, let's chat here. In this video, I break down how I built the most in-depth AI research system in n8n—capable of generating detailed research reports with all sources linked for just $0.50 per report! 🚀 You'll see: ✅ How the system gathers and analyzes data ✅ How it compiles a PDF research report ✅ Key optimizations to make it even more efficient Everything you need to set up this workflow is linked in the template that's attached to this post! Google Sheet Template Tavily PDF API OpenRouter

It would be awesome to have this workflow with the addition that could have the ability to optimize previous data given from a whitepaper/spec document, you know, to give feed them info from image, text and could make research out of it. I really NEED it.

For a deeper discussion on workflow architecture, let's chat here. AI agents are powerful, but here’s the problem—most people are using them when they don’t need to. If your process is deterministic, predictable, and follows a set of structured steps, then an AI workflow is almost always the better option. In this video, I break down the key differences between AI workflows and AI agents, why forcing an agent into a simple process is a mistake, and how switching to a workflow can make your automations cheaper, more consistent, and more scalable. I’ll also show real examples in n8n where I initially built an AI agent, only to realize that a workflow could do the job better.

Want to dive deeper into this build and discuss how to enhance it? Join AIS+ In this video, I build the ultimate AI personal assistant using a team of AI agents! A centralized assistant manages four specialized sub-agents, each handling a specific area—making the system more efficient and scalable. This approach ensures that no single agent gets overwhelmed with tasks and tools, leading to better automation and smarter decision-making. All of this is built in n8n using no code! Watch to see how it works. IMPORTANT: Import the workflows by opening up a new workflow, click the three dots in the top right, and select "Import from file". You must make sure when you are setting up the workflows as a tool for the main agent that you are choosing the correct workflow within your n8n environment.

Hey all! You can access the custom GPT I built here. Let me know issues you experience with it so that I can improve this GPT! Looking forward to hearing your feedback!