Descriptions

Gen AI – RAG Application Development using LangChain, This course uses Open AI GPT APIs, LangChain LLM Framework and Vector Databases and is intended to help you learn Langchain and build solid conceptual and hand-on proficiency to be able to develop RAG applications and projects. This course covers all the basics aspects to learn LLM and Frameworks like Agents, Tools, Chains, Retrievers, Output Parsers, Loaders and Splitters and so on in a very thorough manner with enough hands-on coding. It also takes a deep dive into concepts of Language Embeddings and Vector Databases to help you develop efficient semantic search and semantic similarity based RAG Applications. We will also cover multiple Prompt Engineering techniques that will make your RAG Applications more efficient. Observability including Traces and Evaluations using LangSmith are also covered as part of this course. Create a comprehensive HR Chatbot that is able to respond with answers from a HR Policy and Procedure database loaded into a Vector DB, and retain conversational memory like ChatGPT. Build UI using Streamlit.

What you’ll learn

• Fundamental of LLM RAG Application Development
• LLM Frameworks with LangChain
• Using Open AI GPT API to develop RAG Applications
• Prompt Engineering Techniques
• Engineering Optimized Prompts for your RAG Application
• LangChain Loaders and Splitters
• Using Chains and LCEL (LangChain Expression Language)
• Using Retreivers, Agents and Tools
• Conversational Memory
• Multiple RAG Projects with various Source Types and Business Use

Who this course is for

• Any Software Developer aspiring to use the power of LLMs to infuse Gen AI features in their Project and Products
• Software Developers looking to automate their Software Engineering processes

Specificatoin of Gen AI – RAG Application Development using LangChain

• Publisher : Udemy
• Teacher : Manas Dasgupta
• Language : English
• Level : All Levels
• Number of Course : 21
• Duration : 9 hours and 22 minutes

Content on 2024-6

Requirements

• Basic Python Language
• No Data Science experience needed

Pictures

Sample Clip

Installation Guide

Extract the files and watch with your favorite player

Subtitle : English

Quality: 720p

Download Links

Download Part 1 – 1 GB

Download Part 2 – 1 GB

Download Part 3 – 1 GB

Download Part 4 – 873 MB

Password file(s): www.downloadly.ir

File size

3.85 GB