This Gen AI tutorial for beginners is sort of like a Gen AI mini-course where a person can start learning the fundamentals of Gen AI and in the end, we build two end-to-end projects. Below is the outline of the exact topics that are covered.
Code for project 1: github.com/codebasics/langchain/tree/main/2_news_r…
Code for project 2: github.com/codebasics/langchain/tree/main/4_sqldb_…
LangChain source code: codebasics.io/resources/langchain-crash-course
Vector database article: www.pinecone.io/learn/vector-database/
00:00 Overview
00:29 What is Gen AI or Generative AI?
01:23 Gen AI evolution
10:00 What is LLM (Large Language Model)?
13:55 Embeddings, Vector Database
21:24 Retrieval Augmented Generation
28:16 Tooling for Gen AI
29:14 Langchain Fundamentals
1:14:49 End-to-End Project 1: Equity Research Tool
2:28:25 End-to-End Project 2: Retail Q&A Tool
Do you want to learn technology from me? Check codebasics.io/?utm_source=description&utm_medium=y… for my affordable video courses.
Need help building software or data analytics/AI solutions? My company www.atliq.com/ can help. Click on the Contact button on that website.
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