Gen AI – RAG Application Development using LlamaIndex
Gen AI - RAG Application Development using LlamaIndex
Learn LlamaIndex to Develop RAG Applications using Open AI GPT, Gemini LLM and Vector Databases
Product Brand: Udemy
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Udemy Coupon Code for Gen AI – RAG Application Development using LlamaIndex Course. Learn LlamaIndex to Develop RAG Applications using Open AI GPT, Gemini LLM and Vector Databases
Created by Manas Dasgupta | 7.5 hours on-demand video course
LlamaIndex Course Overview
Gen AI – RAG Application Development using LlamaIndex
This course uses Open AI GPT and Google Gemini APIs, LlamaIndex LLM Framework and Vector Databases like ChromaDB and Pinecone, and is intended to help you learn how to build LLM RAG applications through solid conceptual and hands-on sessions. This course covers all the basic aspects to learn LLM RAG apps and Frameworks like Agents, Tools, QueryPipelines, Retrievers, Query Engines in a crisp and clear manner. It also takes a 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 help make your RAG Applications more efficient.
What you’ll learn
- Fundamentals of LLM RAG Application Development
- Using Open AI GPT API to develop RAG Applications
- Prompt Engineering – Write Optimized Prompts for your RAG Application
- Using LlamaIndex Query Engines, Retrievers and Query Pipelines
- Building Conversational Memory
- Using Data Connectors
- Building Smart Agents and Tools
- Language Embeddings and Vector Databases
- Working with SQL Databases
- Working with Structured Data and Dataframes in RAGs
- Convert your LlamaIndex RAG as a FAST API
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LlamaIndex- Develop LLM powered applications with LlamaIndex Course
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Welcome to first LlamaIndex Udemy course – Unleashing the Power of LLM! This comprehensive LlamaIndex- Develop LLM powered applications with LlamaIndex course is designed to teach you how to QUICKLY harness the power the LlamaIndex library for LLM applications.
This course will equip you with the skills and knowledge necessary to develop cutting-edge LLM solutions for a diverse range of topics.
Who this course is for
- Software Developers aspiring to use the power of LLMs to build Gan AI RAG Applications as part of their Project and Products
- Software Developers looking to automate their Software Engineering processes using Gen AI
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Taught by Manas Dasgupta
