Core AI

RAG & Vector Search

Retrieval-augmented generation, vector databases, embeddings and semantic search

5,272
lessons
Skills in this topic
View full skill map โ†’
RAG Basics
beginner
Chunk documents with LangChain or LlamaIndex
Vector Stores
intermediate
Set up Pinecone, Weaviate, or pgvector
RAG Evaluation
intermediate
Run RAGAS evaluation on a RAG pipeline
Advanced RAG
advanced
Build a hybrid BM25 + dense retrieval pipeline
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Video 0: Overview of 21M.383 Computational Music Theory for OCW Learners
RAG & Vector Search
Video 0: Overview of 21M.383 Computational Music Theory for OCW Learners
MIT OpenCourseWare Beginner 7mo ago
Video 9b: Introduction to MusicXML
RAG & Vector Search
Video 9b: Introduction to MusicXML
MIT OpenCourseWare Beginner 7mo ago
My top 5 python programming course recommendations
RAG & Vector Search โšก AI Lesson
My top 5 python programming course recommendations
Tech With Tim Beginner 7mo ago
But what is a Laplace Transform?
RAG & Vector Search โšก AI Lesson
But what is a Laplace Transform?
3Blue1Brown Beginner 7mo ago
Salary of Robotics Engineer | How Much does a Robotics Engineer Make? #shorts #simplilearn
RAG & Vector Search
Salary of Robotics Engineer | How Much does a Robotics Engineer Make? #shorts #simplilearn
Simplilearn Beginner 7mo ago
How do you evaluate vector database performance for efficiency & accuracy? #Shorts #Database
RAG & Vector Search
How do you evaluate vector database performance for efficiency & accuracy? #Shorts #Database
GeeksforGeeks Beginner 7mo ago
Top 5 Careers After Learning AWS | Cloud Jobs in High Demand #shorts #simplilearn
RAG & Vector Search
Top 5 Careers After Learning AWS | Cloud Jobs in High Demand #shorts #simplilearn
Simplilearn Beginner 7mo ago
Vector Database explained in Tamil | How Vector Databases Power AI & RAG Systems | Karthik's Show
RAG & Vector Search
Vector Database explained in Tamil | How Vector Databases Power AI & RAG Systems | Karthik's Show
Karthik's Show Beginner 7mo ago
HackTheBox - Certificate
RAG & Vector Search
HackTheBox - Certificate
IppSec Beginner 7mo ago
๐Ÿ‘‰ The SEO Metrics Every Marketing Leader Should Track
RAG & Vector Search
๐Ÿ‘‰ The SEO Metrics Every Marketing Leader Should Track
SEOTesting Beginner 7mo ago
Watch These Videos And Go From Average To Topper #shorts #topper #prime #students #medicalstudent
RAG & Vector Search
Watch These Videos And Go From Average To Topper #shorts #topper #prime #students #medicalstudent
WebKnower Beginner 7mo ago
Why Retrieval Augmented Generation Outperforms Fine Tuning
RAG & Vector Search
Why Retrieval Augmented Generation Outperforms Fine Tuning
Data Science Dojo Beginner 7mo ago
What are vector databases, and how do they differ from traditional relational databases? #Shorts
RAG & Vector Search
What are vector databases, and how do they differ from traditional relational databases? #Shorts
GeeksforGeeks Beginner 7mo ago
Association Newsletters: Build credibility in your industry
RAG & Vector Search โšก AI Lesson
Association Newsletters: Build credibility in your industry
Multiview Beginner 7mo ago
The Truth About the Software Engineering Job Market in 2025
RAG & Vector Search โšก AI Lesson
The Truth About the Software Engineering Job Market in 2025
Tech With Tim Beginner 7mo ago
AWS CloudOps Engineer Associate (SOA-C03) Certification Course โ€“ Pass the Exam!
RAG & Vector Search โšก AI Lesson
AWS CloudOps Engineer Associate (SOA-C03) Certification Course โ€“ Pass the Exam!
freeCodeCamp.org Beginner 7mo ago
ChromaDB Crash Course - Intro to Vector Databases
RAG & Vector Search โšก AI Lesson
ChromaDB Crash Course - Intro to Vector Databases
Alejandro AO Beginner 7mo ago
Why Chroma Ignored the AI Hype
RAG & Vector Search
Why Chroma Ignored the AI Hype
Latent Space Beginner 7mo ago
Digital Marketing Institute | Tips for Marketing Job Hunters
RAG & Vector Search
Digital Marketing Institute | Tips for Marketing Job Hunters
Digital Marketing Institute Beginner 7mo ago
AWS just made Kubernetes EASY (Amazon EKS Auto Mode)
RAG & Vector Search โšก AI Lesson
AWS just made Kubernetes EASY (Amazon EKS Auto Mode)
NetworkChuck Beginner 7mo ago
Build a RAG Agent with NVIDIA Nemotron | Nemotron Labs
RAG & Vector Search โšก AI Lesson
Build a RAG Agent with NVIDIA Nemotron | Nemotron Labs
NVIDIA Developer Beginner 7mo ago
Playing it safe ruins content
RAG & Vector Search
Playing it safe ruins content
Impaxs Marketing Beginner 7mo ago
Weaviate's Query Agent with Charles Pierse - Weaviate Podcast #128!
RAG & Vector Search
Weaviate's Query Agent with Charles Pierse - Weaviate Podcast #128!
Weaviate vector database Beginner 7mo ago
Quick Intro to RAG
RAG & Vector Search
Quick Intro to RAG
Automata Learning Lab Beginner 7mo ago
RAG 101: Learn how to build your first pipeline!
RAG & Vector Search โšก AI Lesson
RAG 101: Learn how to build your first pipeline!
DataCamp Beginner 7mo ago
Easily Create Annotated Image Datasets with this Open Source Tool
RAG & Vector Search
Easily Create Annotated Image Datasets with this Open Source Tool
NVIDIA Developer Beginner 7mo ago
5 Paid Ads Secrets That Scale Your Online Store FAST
RAG & Vector Search
5 Paid Ads Secrets That Scale Your Online Store FAST
5MS Beginner 7mo ago
Video 9a: Music Information Retrieval (MIR):ย Sound to Score and Music Theory
RAG & Vector Search โšก AI Lesson
Video 9a: Music Information Retrieval (MIR):ย Sound to Score and Music Theory
MIT OpenCourseWare Beginner 7mo ago
Class 1 Video: How Do Computers "Hear" Music?
RAG & Vector Search
Class 1 Video: How Do Computers "Hear" Music?
MIT OpenCourseWare Beginner 7mo ago
Class 23 Video: Algorithmic Composition
RAG & Vector Search
Class 23 Video: Algorithmic Composition
MIT OpenCourseWare Beginner 7mo ago
How Much Does a QA Engineer Make? | QA Engineer Salary in 2026 #shorts #simplilearn
RAG & Vector Search
How Much Does a QA Engineer Make? | QA Engineer Salary in 2026 #shorts #simplilearn
Simplilearn Beginner 7mo ago
Video 9: All There Is to Unlearn - MIT Innovation Teams
RAG & Vector Search
Video 9: All There Is to Unlearn - MIT Innovation Teams
MIT OpenCourseWare Beginner 7mo ago
Video 3: Technology Isnโ€™t What You Think It Is - MIT Innovation Teams
RAG & Vector Search
Video 3: Technology Isnโ€™t What You Think It Is - MIT Innovation Teams
MIT OpenCourseWare Beginner 7mo ago
Introduction: How to Move Technologies from Lab to Impact - MIT Innovation Teams
RAG & Vector Search โšก AI Lesson
Introduction: How to Move Technologies from Lab to Impact - MIT Innovation Teams
MIT OpenCourseWare Beginner 7mo ago
Video 2: All Great Ideas Start Out Bad - MIT Innovation Teams
RAG & Vector Search
Video 2: All Great Ideas Start Out Bad - MIT Innovation Teams
MIT OpenCourseWare Beginner 7mo ago
Video 6: Donโ€™t Start Small, Start With What You Have - MIT Innovation Teams
RAG & Vector Search
Video 6: Donโ€™t Start Small, Start With What You Have - MIT Innovation Teams
MIT OpenCourseWare Beginner 7mo ago
What the $100k H1B Visa Means for Software Engineers
RAG & Vector Search โšก AI Lesson
What the $100k H1B Visa Means for Software Engineers
Tech With Tim Beginner 7mo ago
๐Ÿ”ฅData Scientist Salary: What You Can Earn in 2026 #shorts #simplilearn
RAG & Vector Search
๐Ÿ”ฅData Scientist Salary: What You Can Earn in 2026 #shorts #simplilearn
Simplilearn Beginner 7mo ago
AI-Powered Decision Making Programme - IIM Kozhikode | AI Course | AI Certification | Simplilearn
RAG & Vector Search
AI-Powered Decision Making Programme - IIM Kozhikode | AI Course | AI Certification | Simplilearn
Simplilearn Beginner 7mo ago
๐Ÿ”ฅCloud Practitioner Salary: What You Can Earn in 2026 #shorts #simplilearn
RAG & Vector Search
๐Ÿ”ฅCloud Practitioner Salary: What You Can Earn in 2026 #shorts #simplilearn
Simplilearn Beginner 7mo ago
07. EdTech Before the Internet
RAG & Vector Search
07. EdTech Before the Internet
MIT OpenCourseWare Beginner 8mo ago
09. Massive Open Online Courses (MOOCs)
RAG & Vector Search
09. Massive Open Online Courses (MOOCs)
MIT OpenCourseWare Beginner 8mo ago
10. Intelligent Tutors
RAG & Vector Search
10. Intelligent Tutors
MIT OpenCourseWare Beginner 8mo ago
14. Learning Games
RAG & Vector Search
14. Learning Games
MIT OpenCourseWare Beginner 8mo ago
16. Start-Up and the Curse of the Familiar
RAG & Vector Search โšก AI Lesson
16. Start-Up and the Curse of the Familiar
MIT OpenCourseWare Beginner 8mo ago
12. Interest-Driven Learning
RAG & Vector Search โšก AI Lesson
12. Interest-Driven Learning
MIT OpenCourseWare Beginner 8mo ago
03. How People Learn: Situated Learning
RAG & Vector Search
03. How People Learn: Situated Learning
MIT OpenCourseWare Beginner 8mo ago
02. How People Learn: Cognitive Load Theory
RAG & Vector Search
02. How People Learn: Cognitive Load Theory
MIT OpenCourseWare Beginner 8mo ago
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