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I Built an AI RAG Assistant for My Portfolio 🤖 | Full Project From Scratch

Alab Techy

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I Built an AI RAG Assistant for My Portfolio 🤖 | Full Project From Scratch

156 просмотров · 2 недели назад
Alab Techy
170 подписчиков
156 просмотров · 2 недели назад
What if your portfolio could actually talk to recruiters? 🤖 In this video, I build an AI-powered RAG Portfolio Assistant from scratch that can understand my portfolio and answer questions about my projects, skills, experience, and work. Instead of making recruiters search through your entire portfolio, you can let an AI assistant answer their questions instantly. 🚀 What we build in this video We build the complete project from scratch and connect the AI assistant to portfolio information, including projects such as: • Alab Open Source Finder • AlabMart • Alab Birthday Agent The assistant can answer questions like: 💬 What projects have you built? 💬 Tell me about AlabMart. 💬 What is Alab Open Source Finder? 💬 What technologies do you use? 💬 Tell me about your experience. 🧠 Concepts covered RAG (Retrieval-Augmented Generation) Document/data retrieval Embeddings Vector search LLM integration LangChain Building an AI chatbot Connecting AI with a portfolio Building the project from scratch This tutorial is useful if you're learning AI Engineering, RAG, LangChain, LLMs, or AI agents and want to build a real-world project for your portfolio. If you find this useful, LIKE 👍, SUBSCRIBE 🔔, and share your thoughts in the comments. I'm building more practical AI, RAG, LLM and AI Agent projects, so subscribe if you want to follow along. #RAG #LangChain #AI #AIAssistant #AIEngineer #LLM #GenerativeAI #Portfolio #MachineLearning #Python