[AI Fast Track Bootcamp] - M06: Embedding & Vector Database

[AI Fast Track Bootcamp] - M06: Embedding & Vector Database

1 hour total video
4 completed modules
Full source code

[AI Fast Track Bootcamp] - M06: Embedding & Vector Database

What You'll Learn

[AI Fast Track Bootcamp] - M06: Embedding & Vector Database

Course Details

[AI Fast Track Bootcamp] - M06: Embedding & Vector Database

Course Curriculum

Module 1 — Intro

Embeddings

3:44

Vector database

4:14

Token limit problem

8:01

Module 2 — Retrieval Augmented Generation (RAG)

What is RAG?

3:26

Module 3 — Vector database - Chroma

Chroma

2:27

Chroma embeddings

5:29

OpenAI embeddings

4:45

Hugging Face embeddings

2:46

Updating data

2:19

Removing data

1:43

Collection management

3:41

Module 4 — Vector similarity search

Prepare resumes

3:36

Code

10:35