Summarize:
Please provide the content you’d like summarized, and I’ll be happy to help!
Create a Powerful Research AI Agent Using Next.js, Vercel AI SDK, and LLMs like Gemini, Deepseek, & GPT-4o
#Build #Deep #Research #Agent #Next.js #Vercel #SDk #LLMs #Gemini #Deepseek #Gpt4o
In this comprehensive tutorial, I’ll show you how to build a powerful Deep Research AI agent like Gemini or ChatGPT. Using Next.js, Vercel AI SDK, and Exa Search API, we’ll create an intelligent system that generates follow-up questions, crafts optimal search queries, and compiles comprehensive research reports.
In this step-by-step tutorial, you’ll learn how to integrate multiple Large Language Models (LLMs), such as Gemini and deepseek, through OpenRouter to generate follow-up questions and dynamic search queries. You’ll see how to retrieve highly relevant search results from Exa Search and use these insights to refine and improve your research loop.
__________________________________
▶️ Github Code Repo: https://github.com/codebucks27/Deep-Research-AI-Agent
👉Scrimba’s AI Engineer Path: https://dub.sh/kKMUgJ0 (Get 20% discount)
👉Scrimba’s Frontend Developer Path: https://dub.sh/J9PXN86 (Get 20% discount)
🎯 For customised solutions contact: https://tally.so/r/wdlj0N
🎯Personal Blog: https://devdreaming.com
__________________________________
Here’s what you’ll learn in this tutorial:
🌟How to set up a Next.js project with Vercel AI SDK
🌟Understand the difference between AI Agents and AI workflows
🌟Connecting to multiple LLMs like Gemini and DeepSeek through OpenRouter
🌟Implementing an iterative research workflow with dynamic query generation
🌟Integrating Exa Search API for superior search results
🌟Building a content extraction and relevance filtering system
🌟Creating a full research loop that produces comprehensive reports
By the end of this video, you’ll know how to create an AI agent in Next.js using multiple LLMs and web search.
Like, Sub🥂 & Share! ♥
Follow me on 👇:
Twitter🐤 : https://twitter.com/code_bucks
LinkedIn 🔗: https://www.linkedin.com/in/codebucks/
Instagram 📫: https://www.instagram.com/code.bucks
Email 📧: codebucks27@gmail.com
Learn More About,
⭐https://youtu.be/7AQNeii5K7E
⭐ https://youtu.be/pgnfQvkPyNQ
⭐ https://youtu.be/T5t46vuW8fo
⭐ https://youtu.be/QNh0MH-G3OM
⭐ https://youtu.be/1QGLHOaRLwM
⭐ https://youtu.be/Yw7yWHigGKI
⭐ https://youtu.be/JPlVb3t6kx8
⭐ https://youtu.be/Ra1Fsa9YJCk
⭐ https://youtu.be/edr2o59Twrs
⭐ https://youtu.be/jcohAIaSy2M
⭐ https://www.youtube.com/playlist?list=PLjxZxD6BDkeY5OvIpH_WVjsEVXOW8pBrl
⭐ https://www.youtube.com/playlist?list=PLjxZxD6BDkeZLbkPNgGxZklwPdhIAuYqV
Timestamps⌛:
Intro & AI Agent Demo @00:00:00
What is an AI Agent? @00:03:40
AI Agent Driven Workflow (logic) @00:06:08
Setup & Installation @00:10:15
Creating Layout @00:14:20
User Input Component @00:19:20
Generate Questions using AI @00:24:35
Implement Deep Research Route @01:12:22
Exa Search API Implementation @01:043:12
Extracting Data from Search Results @01:57:40
Analyze Search Results using LLM @02:09:37
Generate Comprehensive Report from Findings @02:27:55
Show Activities and Sources @02:56:55
Download Report in Markdown Format @03:33:30
Create Research Timer @03:38:10
Error Handling for AI Agent @03:44:10
Build Component to Show Question-Answers @04:05:30
Disclaimer:
All videos are for educational purposes only, please use them wisely. There may be affiliate links in the description, meaning I may earn a small commission at no extra cost to you if you make a purchase.
#aiagent
#deepresearch
#aiagents
Click here to learn more about this YouTuber
