YoVDO

Llama Index 101 with Vector DBs and GPT 3.5

Offered By: James Briggs via YouTube

Tags

LLaMA (Large Language Model Meta AI) Courses Artificial Intelligence Courses GPT-4 Courses Vector Databases Courses Generative AI Courses Semantic Search Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore Llama-index (previously GPT-index) and its integration with Pinecone vector database for semantic search and retrieval augmentation of LLMs like gpt-3.5-turbo or gpt-4 in this 19-minute tutorial video. Learn about essential concepts including Llama Index Documents, Nodes, vectorstore objects, service contexts, and storage contexts. Follow along with the provided code notebook to gain hands-on experience. Discover how to get started with Llama Index, understand its features, work with Document objects and Nodes, index with Pinecone, utilize the Vector Store in Llama Index, and make queries. Gain valuable insights into artificial intelligence, natural language processing, and generative AI applications.

Syllabus

Getting Started with Llama Index
Llama Index Features
Llama Index Code Intro
Llama Index Document Objects
Llama Index Nodes
Indexing with Pinecone
Vector Store in Llama Index
Making Queries with Llama Index


Taught by

James Briggs

Related Courses

Building and Managing Superior Skills
State University of New York via Coursera
ChatGPT et IA : mode d'emploi pour managers et RH
CNAM via France Université Numerique
Digital Skills: Artificial Intelligence
Accenture via FutureLearn
AI Foundations for Everyone
IBM via Coursera
Design a Feminist Chatbot
Institute of Coding via FutureLearn