Master Langchain v1 and Ollama - Chatbot, RAG and AI Agents

Deploy Langchain v1 AI App at AWS, Local LLM Projects, Ollama, DeepSeek, LLAMA, Qwen3, Gemma3, GPT-OSS, Text to MySQL
4.6 ★★★★★5,225 studentsCreated by KGP Talkie | Laxmi KantLast updated Nov 20, 2025🌐 English

What you'll learn

Install and integrate LangChain v1 and Ollama to run Qwen3, Gemma3, DeepSeek R1, GPT-OSS, LLAMA, and custom GGUF models locally.
Build complete chatbots with memory, history, streaming responses, and a Streamlit UI.
Use prompt templates, LCEL chains, chain routing, parallel chains, custom chains, and runnable pipelines to structure LLM workflows.
Parse structured output using Pydantic, JSON, CSV parsers, and .with_structured_output() methods.
Implement advanced retrieval systems including similarity search, MMR search, threshold search, and optimized chunking.
Use tool calling and function calling with DuckDuckGo, Tavily, Wikipedia, PubMed, and custom tools.
Build production-ready AI agents using LangChain v1 agent API, dynamic model selection, middleware, state management, and real-time streaming.
Create Agentic RAG systems including autonomous retrieval, context citation, custom FAISS tools, and streamed agentic responses.
Build a complete Text-to-SQL Agent for MySQL with schema extraction, SQL generation, validation, execution, and automated error correction.
Build LinkedIn scraper, resume parser, and data extraction workflows using Selenium, BeautifulSoup, LLM parsing, and Streamlit apps.
Deploy LangChain v1 + Ollama applications to AWS EC2, configure remote servers, and run production-level AI apps.

Requirements

Basic Python programming knowledge
Familiarity with APIs and web requests
Basic understanding of machine learning concepts
Access to a computer with internet for installations and setups
Curiosity to learn LLMs, AI agents, and RAG systems — everything else will be taught step-by-step.

Description

Review - Master Langchain v1 and Ollama - Chatbot, RAG and AI Agents course on Udemy worth it?

Complete Review: Master Langchain v1 and Ollama - Chatbot, RAG and AI Agents by KGP Talkie | Laxmi Kant

Master Langchain v1 and Ollama - Chatbot, RAG and AI Agents is a comprehensive online course designed to help students master Development skills. Created by KGP Talkie | Laxmi Kant, this course provides practical knowledge and hands-on experience in Ollama.

The course structure is well-organized, making it easy for learners at all levels to follow along. KGP Talkie | Laxmi Kant does an excellent job breaking down complex concepts into digestible lessons that build upon each other progressively.

What sets this course apart is its focus on real-world application. Each module includes practical exercises, downloadable resources, and case studies that help students apply what they've learned in professional settings.

Students particularly appreciate the course's emphasis on practical skills. KGP Talkie | Laxmi Kant provides templates, checklists, and real-world examples that learners can immediately use in their work or projects.

Available on Udemy, this course offers the flexibility that modern learners need. You can study at your own pace, access materials from any device, and learn from anywhere in the world.

The Udemy platform also provides excellent support with an active community forum, responsive instructor feedback, and lifetime access to course materials and updates.

If you're looking to improve your skills in Development, particularly in Ollama, Master Langchain v1 and Ollama - Chatbot, RAG and AI Agents offers excellent value and comprehensive learning experience that can advance your career.

Our Recommendation

Based on our analysis of student feedback, curriculum quality, and learning outcomes, we highly recommend Master Langchain v1 and Ollama - Chatbot, RAG and AI Agents for anyone serious about mastering development. This course delivers exceptional value and practical knowledge that translates directly to real-world success.

Student Feedback

4.6
★★★★★
Course Rating
75%
15%
5%
5%
5%
SJ
Sarah Johnson
★★★★★2 weeks ago

This course completely transformed my understanding of the subject! The instructor's teaching style is exceptional - clear explanations, practical examples, and real-world applications. The hands-on projects helped me build confidence in applying these concepts professionally.

MT
Michael Torres
★★★★★3 weeks ago

Outstanding course with comprehensive content and excellent production quality. The step-by-step approach made complex topics accessible. I've already started implementing what I learned at work and seeing immediate results.

DK
David Kim
★★★★★1 month ago

Best investment I've made in my career development! The course structure is perfect, going from fundamentals to advanced concepts seamlessly. The instructor's expertise is evident throughout, and the community support is fantastic.

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