Core AI

RAG & Vector Search

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

5,269
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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Spotify’s Real Power Isn’t Music 🎧 #shorts
RAG & Vector Search
Spotify’s Real Power Isn’t Music 🎧 #shorts
Jacky Chou from Indexsy Beginner 3mo ago
Want to 10x your Salary in 2026 by making a Career Transition into AI?
RAG & Vector Search
Want to 10x your Salary in 2026 by making a Career Transition into AI?
AI Coach John (Tamil) Beginner 3mo ago
AI Code Assistant Architecture Explained: Deep Dive! #shorts #youtubeshorts
RAG & Vector Search ⚡ AI Lesson
AI Code Assistant Architecture Explained: Deep Dive! #shorts #youtubeshorts
AI Anytime Beginner 3mo ago
Inside The Failed 2020 Coup In Venezuela That Captured Ex-US Special Forces
RAG & Vector Search
Inside The Failed 2020 Coup In Venezuela That Captured Ex-US Special Forces
Business Insider Beginner 3mo ago
I Ran Proxmox and VMware Side by Side for a Year (What Surprised Me Most)
RAG & Vector Search ⚡ AI Lesson
I Ran Proxmox and VMware Side by Side for a Year (What Surprised Me Most)
VirtualizationHowto Beginner 3mo ago
Building an AI Code Assistant: How Cursor, Antigravity & Agentic IDEs Work
RAG & Vector Search ⚡ AI Lesson
Building an AI Code Assistant: How Cursor, Antigravity & Agentic IDEs Work
AI Anytime Beginner 3mo ago
Complete Azure AI Search Masterclass! | Beginner to Expert!
RAG & Vector Search ⚡ AI Lesson
Complete Azure AI Search Masterclass! | Beginner to Expert!
Azure Innovation Station | Azure AI Agents Beginner 4mo ago
The Startup Building Parts Faster Than China
RAG & Vector Search
The Startup Building Parts Faster Than China
The Hustle Beginner 4mo ago
Multimodal AI Just Leveled Up: Alibaba’s Qwen3 Explained
RAG & Vector Search ⚡ AI Lesson
Multimodal AI Just Leveled Up: Alibaba’s Qwen3 Explained
Analytics Vidhya Beginner 4mo ago
HSBC achieves 18x faster data processing with AI
RAG & Vector Search
HSBC achieves 18x faster data processing with AI
Google Cloud Beginner 4mo ago
Creating & Ingesting Your Own Embeddings in Weaviate | Vector Databases for Beginners | Part 7
RAG & Vector Search
Creating & Ingesting Your Own Embeddings in Weaviate | Vector Databases for Beginners | Part 7
Data Science Dojo Beginner 4mo ago
6: Deep Learning for Natural Language – Embeddings
RAG & Vector Search ⚡ AI Lesson
6: Deep Learning for Natural Language – Embeddings
MIT OpenCourseWare Beginner 4mo ago
How to Build a Voice Agent with RAG and Safety Guardrails
RAG & Vector Search
How to Build a Voice Agent with RAG and Safety Guardrails
NVIDIA Developer Beginner 4mo ago
Technical Skills are NOTHING compared to this... 👀
RAG & Vector Search ⚡ AI Lesson
Technical Skills are NOTHING compared to this... 👀
DataCamp Beginner 4mo ago
Data Warehouse vs. Database: Which One Do You Need?
RAG & Vector Search
Data Warehouse vs. Database: Which One Do You Need?
Coursera Beginner 4mo ago
The Data Analyst Role in 2026
RAG & Vector Search ⚡ AI Lesson
The Data Analyst Role in 2026
DataCamp Beginner 4mo ago
I Made a Classic Refactoring Mistake
RAG & Vector Search ⚡ AI Lesson
I Made a Classic Refactoring Mistake
Rob Mulla Beginner 4mo ago
3 Powerful Ways to Use MCP in Serverless Environments
RAG & Vector Search
3 Powerful Ways to Use MCP in Serverless Environments
AWS Developers Beginner 4mo ago
Facebook Groups are SO EASY Right Now (DO THIS NOW)
RAG & Vector Search
Facebook Groups are SO EASY Right Now (DO THIS NOW)
Jacky Chou from Indexsy Beginner 4mo ago
Migrating to Google Cloud: Optimize your environment
RAG & Vector Search
Migrating to Google Cloud: Optimize your environment
Google Cloud Beginner 4mo ago
Open NotebookLM: FREE Local NotebookLM AI Agent!
RAG & Vector Search
Open NotebookLM: FREE Local NotebookLM AI Agent!
Julian Goldie SEO Beginner 4mo ago
How to Make 2026 The Best Year of Your Life (With AI)
RAG & Vector Search
How to Make 2026 The Best Year of Your Life (With AI)
Liam Ottley Beginner 4mo ago
From Average Coder To Elite Programmer #shorts #coding #dsa #programming #shortsfeed
RAG & Vector Search ⚡ AI Lesson
From Average Coder To Elite Programmer #shorts #coding #dsa #programming #shortsfeed
WebKnower Beginner 4mo ago
Exploring the MTEB Leaderboard | Vector Databases for Beginners | Part 6
RAG & Vector Search
Exploring the MTEB Leaderboard | Vector Databases for Beginners | Part 6
Data Science Dojo Beginner 4mo ago
Master LangChain #20 | Document Loaders Complete Overview (PDF, Web, Cloud, API) #openai
RAG & Vector Search
Master LangChain #20 | Document Loaders Complete Overview (PDF, Web, Cloud, API) #openai
Tech Stack Learning Beginner 4mo ago
How Calabrio boosted customer satisfaction by 80% and accelerated global expansion with AssemblyAI
RAG & Vector Search
How Calabrio boosted customer satisfaction by 80% and accelerated global expansion with AssemblyAI
AssemblyAI Beginner 4mo ago
Learn Faster Even If You Are Average #shorts #students #study #learning #topper #ytshorts
RAG & Vector Search ⚡ AI Lesson
Learn Faster Even If You Are Average #shorts #students #study #learning #topper #ytshorts
WebKnower Beginner 4mo ago
Why Cosmetic Surgeons Need Short Videos to Get More Patients
RAG & Vector Search ⚡ AI Lesson
Why Cosmetic Surgeons Need Short Videos to Get More Patients
JEMSU Beginner 4mo ago
Salary of DevOps Engineer | How Much does a DevOps Engineer Make? #shorts #simplilearn
RAG & Vector Search
Salary of DevOps Engineer | How Much does a DevOps Engineer Make? #shorts #simplilearn
Simplilearn Beginner 4mo ago
Lecture 16: Data Compression and Shannon’s Noiseless Coding Theorem
RAG & Vector Search
Lecture 16: Data Compression and Shannon’s Noiseless Coding Theorem
MIT OpenCourseWare Beginner 4mo ago
🔥AI-Powered Fitness Planning: Revolutionizing Your Health Goals #shorts #simplilearn
RAG & Vector Search
🔥AI-Powered Fitness Planning: Revolutionizing Your Health Goals #shorts #simplilearn
Simplilearn Beginner 5mo ago
The DARK Psychology That Makes Clients BEG to Pay You
RAG & Vector Search
The DARK Psychology That Makes Clients BEG to Pay You
Adam Erhart Beginner 5mo ago
RAG Explained Simply (Most People Get This Wrong)
RAG & Vector Search
RAG Explained Simply (Most People Get This Wrong)
ChethanAIChronicles Beginner 5mo ago
Why Going To Concerts Is Harder Than Ever
RAG & Vector Search
Why Going To Concerts Is Harder Than Ever
Business Insider Beginner 5mo ago
Career Crossroads: How Nia Secker Found Her True Path
RAG & Vector Search ⚡ AI Lesson
Career Crossroads: How Nia Secker Found Her True Path
Cognism Beginner 5mo ago
The Loophole that Drowned America in Self Storage
RAG & Vector Search
The Loophole that Drowned America in Self Storage
The Hustle Beginner 5mo ago
Do Websites Really Treat You Differently Based on Location?
RAG & Vector Search ⚡ AI Lesson
Do Websites Really Treat You Differently Based on Location?
Tech With Tim Beginner 5mo ago
Diversity in Search Results
RAG & Vector Search
Diversity in Search Results
Weaviate vector database Beginner 5mo ago
How Duolingo Stands Towards AI
RAG & Vector Search ⚡ AI Lesson
How Duolingo Stands Towards AI
DataCamp Beginner 4mo ago
Creating an AI-First Data Team | Bilal Zia, Duolingo
RAG & Vector Search ⚡ AI Lesson
Creating an AI-First Data Team | Bilal Zia, Duolingo
DataCamp Beginner 4mo ago
Lecture 9: Chernoff Bounds
RAG & Vector Search
Lecture 9: Chernoff Bounds
MIT OpenCourseWare Beginner 4mo ago
Lecture 18: Transmitting Information Reliably over a Noisy Channel & Shannon’s Noisy Coding Theorem
RAG & Vector Search ⚡ AI Lesson
Lecture 18: Transmitting Information Reliably over a Noisy Channel & Shannon’s Noisy Coding Theorem
MIT OpenCourseWare Beginner 4mo ago
Lecture 14: Zero-Sum Games
RAG & Vector Search ⚡ AI Lesson
Lecture 14: Zero-Sum Games
MIT OpenCourseWare Beginner 4mo ago
Lecture 5: More Counting and Generating Functions
RAG & Vector Search ⚡ AI Lesson
Lecture 5: More Counting and Generating Functions
MIT OpenCourseWare Beginner 4mo ago
Lecture 10: Modular Arithmetic
RAG & Vector Search
Lecture 10: Modular Arithmetic
MIT OpenCourseWare Beginner 4mo ago
Lecture 12: Introduction to Linear Programming
RAG & Vector Search ⚡ AI Lesson
Lecture 12: Introduction to Linear Programming
MIT OpenCourseWare Beginner 4mo ago
What are Vectors? | Vector Databases for Beginners | Part 2
RAG & Vector Search
What are Vectors? | Vector Databases for Beginners | Part 2
Data Science Dojo Beginner 5mo ago
Why The US Army Has Spent $21.6 Billion On Stryker Combat Vehicles
RAG & Vector Search ⚡ AI Lesson
Why The US Army Has Spent $21.6 Billion On Stryker Combat Vehicles
Business Insider Beginner 5mo ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Go (Golang) for the Absolute Beginners - Hands-On
📚 Coursera Course ↗
Self-paced
Go (Golang) for the Absolute Beginners - Hands-On
Opens on Coursera ↗
Developing an Experimenter's Mindset for Business
📚 Coursera Course ↗
Self-paced
Developing an Experimenter's Mindset for Business
Opens on Coursera ↗
Prompt Compression and Query Optimization
📚 Coursera Course ↗
Self-paced
Prompt Compression and Query Optimization
Opens on Coursera ↗
Python for Data Analysis: Pandas & NumPy
📚 Coursera Course ↗
Self-paced
Python for Data Analysis: Pandas & NumPy
Opens on Coursera ↗
Game Design and Development 4: 3D Platformer
📚 Coursera Course ↗
Self-paced
Game Design and Development 4: 3D Platformer
Opens on Coursera ↗
Architecting with Google Kubernetes Engine: Workloads
📚 Coursera Course ↗
Self-paced
Architecting with Google Kubernetes Engine: Workloads
Opens on Coursera ↗