Core AI

RAG & Vector Search

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

4,198
lessons
Skills in this topic
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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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Common Challenges in rag #Shorts #rag #genai #Viralvideo
RAG & Vector Search
Common Challenges in rag #Shorts #rag #genai #Viralvideo
GeeksforGeeks Beginner 8mo ago
I Can Spot a Weak Candidate in 10 Seconds - Here’s How
RAG & Vector Search ⚡ AI Lesson
I Can Spot a Weak Candidate in 10 Seconds - Here’s How
Tech With Tim Beginner 8mo ago
Lovable for WordPress? The First AI WordPress Builder is Here
RAG & Vector Search ⚡ AI Lesson
Lovable for WordPress? The First AI WordPress Builder is Here
Tech With Tim Beginner 8mo ago
Secure, AI-Ready Data at Westinghouse | Data + AI Executive Series: Fast 5
RAG & Vector Search ⚡ AI Lesson
Secure, AI-Ready Data at Westinghouse | Data + AI Executive Series: Fast 5
Databricks Beginner 8mo ago
RAG vs Fine Tuning vs Prompt Engineering
RAG & Vector Search
RAG vs Fine Tuning vs Prompt Engineering
codebasics Beginner 8mo ago
Search Isn’t About Answers
RAG & Vector Search
Search Isn’t About Answers
Neil Patel Beginner 8mo ago
Video 22b: Problem Sets 7-8: Working and Composing with Scales, Chords, and Roman Numerals
RAG & Vector Search
Video 22b: Problem Sets 7-8: Working and Composing with Scales, Chords, and Roman Numerals
MIT OpenCourseWare Beginner 8mo ago
Video 7c: music21 Streams, Corpus, and Meter Features
RAG & Vector Search
Video 7c: music21 Streams, Corpus, and Meter Features
MIT OpenCourseWare Beginner 8mo ago
But what is a Laplace Transform?
RAG & Vector Search ⚡ AI Lesson
But what is a Laplace Transform?
3Blue1Brown Beginner 8mo 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 8mo ago
The Dark Truth of the Panama Canal
RAG & Vector Search
The Dark Truth of the Panama Canal
Johnny Harris Beginner 8mo 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 8mo 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 8mo ago
👉 The SEO Metrics Every Marketing Leader Should Track
RAG & Vector Search
👉 The SEO Metrics Every Marketing Leader Should Track
SEOTesting Beginner 9mo 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 9mo ago
Why Retrieval Augmented Generation Outperforms Fine Tuning
RAG & Vector Search
Why Retrieval Augmented Generation Outperforms Fine Tuning
Data Science Dojo Beginner 9mo 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 9mo ago
Stop Saying RAG It’s Context Engineering
RAG & Vector Search
Stop Saying RAG It’s Context Engineering
Latent Space Beginner 9mo ago
Association Newsletters: Build credibility in your industry
RAG & Vector Search ⚡ AI Lesson
Association Newsletters: Build credibility in your industry
Multiview Beginner 9mo ago
ChromaDB Crash Course - Intro to Vector Databases
RAG & Vector Search ⚡ AI Lesson
ChromaDB Crash Course - Intro to Vector Databases
Alejandro AO Beginner 9mo ago
Why Chroma Ignored the AI Hype
RAG & Vector Search
Why Chroma Ignored the AI Hype
Latent Space Beginner 9mo ago
Digital Marketing Institute | Tips for Marketing Job Hunters
RAG & Vector Search
Digital Marketing Institute | Tips for Marketing Job Hunters
Digital Marketing Institute Beginner 9mo ago
Vector Databases Explained: Why ChatGPT Needs a Special Kind of Memory
RAG & Vector Search
Vector Databases Explained: Why ChatGPT Needs a Special Kind of Memory
AIHub101 Beginner 9mo ago
Build a RAG Agent with NVIDIA Nemotron | Nemotron Labs
RAG & Vector Search ⚡ AI Lesson
Build a RAG Agent with NVIDIA Nemotron | Nemotron Labs
NVIDIA Developer Beginner 9mo ago
Playing it safe ruins content
RAG & Vector Search
Playing it safe ruins content
Impaxs Marketing Beginner 9mo 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 9mo ago
RAG Explained: How to Make AI Use Your Company's Own Data
RAG & Vector Search
RAG Explained: How to Make AI Use Your Company's Own Data
AIHub101 Beginner 9mo ago
Quick Intro to RAG
RAG & Vector Search
Quick Intro to RAG
Automata Learning Lab Beginner 9mo ago
RAG 101: Learn how to build your first pipeline!
RAG & Vector Search ⚡ AI Lesson
RAG 101: Learn how to build your first pipeline!
DataCamp Beginner 9mo ago
The Biggest AI Contest is Here — Join the Chroma Awards
RAG & Vector Search ⚡ AI Lesson
The Biggest AI Contest is Here — Join the Chroma Awards
ElevenLabs Beginner 9mo ago
Video 12c: Graphing and Plotting in music21
RAG & Vector Search
Video 12c: Graphing and Plotting in music21
MIT OpenCourseWare Beginner 8mo ago
Video 3a: Introduction to Pitch Representation
RAG & Vector Search
Video 3a: Introduction to Pitch Representation
MIT OpenCourseWare Beginner 8mo ago
Video 22c: Algorithmic Improvisation: Intro to George Lewis
RAG & Vector Search
Video 22c: Algorithmic Improvisation: Intro to George Lewis
MIT OpenCourseWare Beginner 8mo ago
Class 17 Video: Introduction to Music Cognition
RAG & Vector Search
Class 17 Video: Introduction to Music Cognition
MIT OpenCourseWare Beginner 8mo ago
Class 4 Video: Intro to Scores and Music Representation
RAG & Vector Search
Class 4 Video: Intro to Scores and Music Representation
MIT OpenCourseWare Beginner 8mo ago
Video 9b: Introduction to MusicXML
RAG & Vector Search
Video 9b: Introduction to MusicXML
MIT OpenCourseWare Beginner 8mo ago
Video 9a: Music Information Retrieval (MIR): Sound to Score and Music Theory
RAG & Vector Search ⚡ AI Lesson
Video 9a: Music Information Retrieval (MIR): Sound to Score and Music Theory
MIT OpenCourseWare Beginner 8mo ago
Class 1 Video: How Do Computers "Hear" Music?
RAG & Vector Search
Class 1 Video: How Do Computers "Hear" Music?
MIT OpenCourseWare Beginner 8mo ago
The Truth About the Software Engineering Job Market in 2025
RAG & Vector Search ⚡ AI Lesson
The Truth About the Software Engineering Job Market in 2025
Tech With Tim Beginner 9mo 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 9mo ago
Video 3: Technology Isn’t What You Think It Is - MIT Innovation Teams
RAG & Vector Search
Video 3: Technology Isn’t What You Think It Is - MIT Innovation Teams
MIT OpenCourseWare Beginner 9mo ago
Introduction: How to Move Technologies from Lab to Impact - MIT Innovation Teams
RAG & Vector Search ⚡ AI Lesson
Introduction: How to Move Technologies from Lab to Impact - MIT Innovation Teams
MIT OpenCourseWare Beginner 9mo ago
Video 6: Don’t Start Small, Start With What You Have - MIT Innovation Teams
RAG & Vector Search
Video 6: Don’t Start Small, Start With What You Have - MIT Innovation Teams
MIT OpenCourseWare Beginner 9mo ago
What the $100k H1B Visa Means for Software Engineers
RAG & Vector Search ⚡ AI Lesson
What the $100k H1B Visa Means for Software Engineers
Tech With Tim Beginner 9mo ago
🔥Data Scientist Salary: What You Can Earn in 2026 #shorts #simplilearn
RAG & Vector Search
🔥Data Scientist Salary: What You Can Earn in 2026 #shorts #simplilearn
Simplilearn Beginner 9mo ago
🔥Cloud Practitioner Salary: What You Can Earn in 2026 #shorts #simplilearn
RAG & Vector Search
🔥Cloud Practitioner Salary: What You Can Earn in 2026 #shorts #simplilearn
Simplilearn Beginner 9mo ago
09. Massive Open Online Courses (MOOCs)
RAG & Vector Search
09. Massive Open Online Courses (MOOCs)
MIT OpenCourseWare Beginner 9mo ago
10. Intelligent Tutors
RAG & Vector Search
10. Intelligent Tutors
MIT OpenCourseWare Beginner 9mo ago
📚 Continue on Coursera External links · Free to audit
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Create a RAG Application with BigQuery
📚 External: Coursera ↗
Self-paced
Create a RAG Application with BigQuery
Opens on Coursera ↗
Recherche vectorielle et embeddings
📚 External: Coursera ↗
Self-paced
Recherche vectorielle et embeddings
Opens on Coursera ↗
Learn AI Agents: Design, Build & Deploy
📚 External: Coursera ↗
Self-paced
Learn AI Agents: Design, Build & Deploy
Opens on Coursera ↗
Vector Database Projects: AI Recommendation Systems
📚 External: Coursera ↗
Self-paced
Vector Database Projects: AI Recommendation Systems
Opens on Coursera ↗
Geodesign: Change Your World
📚 External: Coursera ↗
Self-paced
Geodesign: Change Your World
Opens on Coursera ↗
HelixDB From Zero
📚 External: Coursera ↗
Self-paced
HelixDB From Zero
Opens on Coursera ↗