Udemy – Langchain for beginners : Build GenAI LLM Apps in Easy Steps 2024-8

Published on: 2024-09-14 15:06:05

Categories: 28

Description

Langchain course for beginners: Build GenAI LLM Apps in Easy Steps. This course is designed to provide a simple, step-by-step introduction to Langchain, taking you from the basics to more advanced concepts. Whether you are a complete beginner or have some experience with AI, this course will help you understand Langchain and take advantage of its power to build AI-based applications.

What you will learn

Learning Langchain and how to simplify the use of LLMs in our applications
Using OpenAI LLMs in a Python application
Using open source LLMs like Mistral, Gemma in a Python application
Run open source LLMs on your local machine using OLLAMA
Use PromptTemplates to reuse and build dynamic prompts
Understanding how to use the LangChain expression language
Creating simple and ordered sequential chains using LCEL
Working with multiple LLMs in a single chain
Learn why and how to save chat history
Learning what embeddings are and using embedding models to find text similarity
Understanding what a vector store is and using it to store and retrieve embeddings
Understanding the Recovery Augmented Manufacturing (RAG) process
Implementation (RAG) to use your data with LLMs in simple steps
Image analysis using multivariate models
Building multiple LLM applications using Streamlit and LangChain
All this in simple steps

This course is suitable for people who

Python developers who want to use Langchain to build GenAI LLM applications
Any student who has taken my Python or OpenAI course and wants to master Langchain