2025 Master LangGraph and LangChain with Ollama- Agentic RAG
2025 Master LangGraph and LangChain with Ollama- Agentic RAG
Agentic RAG and Chatbot, AI Agent, LLAMA 3.2 Agent, FAISS Vector Database, LLM RAG, LangGraph Graph RAG, Ollama RAG
Product Brand: Udemy
4.3
Udemy Coupon Code for 2025 Master LangGraph and LangChain with Ollama- Agentic RAG Course. Agentic RAG and Chatbot, AI Agent, LLAMA 3.2 Agent, FAISS Vector Database, LLM RAG, LangGraph Graph RAG, Ollama RAG
Created by Laxmi Kant | KGP Talkie
LangGraph Course Overview
2025 Master LangGraph and LangChain with Ollama- Agentic RAG
Take a deep dive into the world of cutting-edge AI development with this comprehensive course on LangGraph, Ollama, and Retrieval-Augmented Generation (RAG). Designed for beginners and professionals alike, this course equips you with the skills to build chatbots, manage LLMs locally, and integrate powerful database query capabilities seamlessly into your projects.
With step-by-step guidance, you’ll explore:
- Setting up and benchmarking local LLMs with Ollama.
- Building state-of-the-art chatbots using LangGraph and LangChain.
- Advanced type hinting, data validation, and OOPs principles for clean and efficient coding.
- Designing intelligent agents for MySQL queries and RAG workflows.
Unlock your potential and learn how to create dynamic, memory-enabled chatbots, work with private datasets, and master graph-based programming for AI applications.
Ollama Setup for Local LLM
Learn how to install and configure Ollama to work with local LLMs. Explore available models, run benchmarks, and use powerful Ollama commands to manage and interact with AI models efficiently.
Getting Started with LangChain
Discover LangChain and its capabilities for integrating LLMs into applications. From installation to API calls, this section provides foundational knowledge to leverage LangChain for building intelligent systems.
LangGraph Basics
Gain a clear understanding of LangGraph, a state-machine-inspired tool for designing AI systems. Learn to navigate its Graph and ToolNode modules, and create interactive chatbots that use graph-based programming for enhanced functionality.
Type Hinting and Data Validation for LangGraph
Explore the importance of type hinting, data validation, and OOP principles in AI development. Master tools like TypedDict and Pydantic to write clean, efficient, and reliable code for your projects.
Graph Definitions in LangGraph
Delve into the concept of graph definitions within LangGraph to build complex systems. Learn how these definitions bring clarity and structure to your AI workflows.
Chatbot Development with LangGraph and Ollama
Combine the power of LangGraph and Ollama to build feature-rich chatbots. Implement tool nodes, design robust system architectures, and add memory for interactive and intelligent user conversations.
Agentic Text-to-MySQL Query Execution
Learn to integrate LLMs with MySQL for seamless query execution. Build agents that generate and execute database queries, connect results to AI systems, and create intelligent database-driven workflows.
Agentic RAG with Private Datasets
Master Retrieval-Augmented Generation (RAG) for private datasets. This section teaches you to prepare datasets, create embeddings, store them in vector databases, and implement RAG agents capable of real-time data retrieval and processing.
What you’ll learn
- Set up and manage local LLMs with Ollama.
- Build dynamic, memory-enabled chatbots using LangGraph.
- Integrate AI with databases for intelligent MySQL query execution.
- Create RAG workflows using private datasets and embeddings.
Recommended LangGraph Courses
RAG, AI Agents and Generative AI with Python and OpenAI 2025
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LangGraph Course Reviews
Everything You Need to Know About 2025 Master LangGraph and LangChain with Ollama- Agentic RAG
This course is a comprehensive and well-structured introduction to 2025 Master LangGraph and LangChain with Ollama- Agentic RAG. The instructor, Laxmi Kant, is a leading expert in the field with a wealth of experience in IT & Software to share.
The course is well-structured and easy to follow, and the instructor does a great job of explaining complex concepts in a clear and concise way.
The course is divided into sections, each of which covers a different aspect related to LangGraph. Each module contains a series of video lectures, readings, and hands-on exercises.
The instructor does a great job of explaining each topic in a clear and concise way. He/She also provides plenty of examples and exercises to help students learn the material.
One of the things I liked most about this course is that it is very practical. The instructor focuses on teaching students the skills and knowledge they need to succeed in the real world. He/She also provides students with access to a variety of resources, including templates, checklists, and cheat sheets.
Another thing I liked about this course is that it is offered on Udemy. Udemy is a great platform for taking online courses because it offers a lot of flexibility for students. Students can choose to take courses at their own pace, and they can access the course materials from anywhere with an internet connection.
Udemy also offers a variety of payment options, so students can find a plan that works for them. The course also has a very active community forum where students can ask questions and interact with each other. The instructor is also very responsive to student questions and feedback.
Overall, I highly recommend this course to anyone who is interested in learning 2025 Master LangGraph and LangChain with Ollama- Agentic RAG. It is a well-organized and informative course that will teach you the skills and knowledge you need to succeed.
