2025 Agentic RAG with LangChain and LangGraph – Ollama

Step-by-Step Guide to RAG with LangChain, LangGraph, and Ollama | DeepSeek R1, QWEN, LLAMA, FAISS, Doclings, VectorDB

Description

Learn how to build smart AI systems using LangChain, LangGraph, Ollama, and OpenAI! This course will teach you how to create Retrieval-Augmented Generation (RAG) systems step by step. If you are a beginner or have some experience in AI, this course is perfect for you.

What You Will Learn:

• Ollama Setup: Learn how to set up and use Ollama for your AI models.

• LangChain and LangGraph Basics: Understand these tools and how to use them together.

• Document Loader (Doclings): Easily load and prepare documents for your AI system.

• Vector Stores and Retrievals: Use databases to find and retrieve information quickly.

• Agentic RAG: Build AI systems that can act like smart assistants.

Why Take This Course?

This course makes complex topics easy to understand. You will practice with real-world examples and build your own AI solutions by the end of the course. You’ll also gain hands-on experience with the latest tools in generative AI and become confident in building practical, production-ready applications.

Whether you’re a student, developer, or tech enthusiast, this course equips you with the skills to bring AI ideas to life. With clear explanations, guided projects, and expert tips, you’ll be ready to create innovative AI products that solve real-world problems.

Start your journey to creating smarter and more powerful AI systems today!

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