Core AI

RAG & Vector Search

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

5,273

lessons

Skills in this topic

4 skills — Sign in to track your progress

View full skill map →

Chunk documents with LangChain or LlamaIndex

Set up Pinecone, Weaviate, or pgvector

Run RAGAS evaluation on a RAG pipeline

Build a hybrid BM25 + dense retrieval pipeline

Videos 5,117 Reads 156

Level: All Beginner Intermediate Advanced

Any Length Short (<5m) Medium (5-20m) Long (>20m)

Newest Popular Oldest

I Just Bought 3 Amazon Return Pallets for $1,500...Here's What I Found

RAG & Vector Search

I Just Bought 3 Amazon Return Pallets for $1,500...Here's What I Found

Niche Pursuits Beginner 1y ago

How Google Coursera Certifications Can 10x Your Career in 2025 (No Degree Needed!)

RAG & Vector Search

How Google Coursera Certifications Can 10x Your Career in 2025 (No Degree Needed!)

SEO Tips and Advice Beginner 1y ago

"New Junior Developers Can't Actually Code"

RAG & Vector Search ⚡ AI Lesson

"New Junior Developers Can't Actually Code"

Tech With Tim Beginner 1y ago

What Is Data Architecture?

RAG & Vector Search

What Is Data Architecture?

365 Data Science Beginner 1y ago

Accelerate AI and HPC with Math Libraries on NVIDIA Blackwell GPUs | NVIDIA GTC 2025

RAG & Vector Search

Accelerate AI and HPC with Math Libraries on NVIDIA Blackwell GPUs | NVIDIA GTC 2025

NVIDIA Developer Beginner 1y ago

Bad Intentions or Just Jokes? Gracious Grizzly’s Prank Problem! | VeeFriends 🐈‍⬛

RAG & Vector Search

Bad Intentions or Just Jokes? Gracious Grizzly’s Prank Problem! | VeeFriends 🐈‍⬛

VeeFriends Cartoons Beginner 1y ago

Secure Your AI Journey: Cloud WAN & Broadcom Enterprise-Grade Security

RAG & Vector Search

Secure Your AI Journey: Cloud WAN & Broadcom Enterprise-Grade Security

Google Cloud Beginner 1y ago

Look, I get it. ⁠⁠🫣 Putting yourself out there is uncomfortable. ⁠But what if…

RAG & Vector Search ⚡ AI Lesson

Look, I get it. ⁠⁠🫣 Putting yourself out there is uncomfortable. ⁠But what if…

Alex Cattoni Beginner 1y ago

Reputation Lag Attack - Computerphile

RAG & Vector Search ⚡ AI Lesson

Reputation Lag Attack - Computerphile

Computerphile Beginner 1y ago

How to Make 10 LPA in Blockchain | Roadmap, Skills & Tools 🚀

RAG & Vector Search

How to Make 10 LPA in Blockchain | Roadmap, Skills & Tools 🚀

GeeksforGeeks Beginner 1y ago

Should You Keep Switching Jobs For Hikes? (Hint: NO!)

RAG & Vector Search

Should You Keep Switching Jobs For Hikes? (Hint: NO!)

Full Disclosure Beginner 1y ago

Secret to Land Your Dream Job Faster! 🚀

RAG & Vector Search

Secret to Land Your Dream Job Faster! 🚀

GeeksforGeeks Beginner 1y ago

IT Business Analyst: The Perfect Tech-Business Mix

RAG & Vector Search

IT Business Analyst: The Perfect Tech-Business Mix

Coursera Beginner 1y ago

How AI network operations detect and resolve network issues quickly (demo)

RAG & Vector Search

How AI network operations detect and resolve network issues quickly (demo)

Google Cloud Beginner 1y ago

The epic Nordic legend of the monster slayer - Iseult Gillespie

RAG & Vector Search

The epic Nordic legend of the monster slayer - Iseult Gillespie

TED-Ed Beginner 1y ago

Why Expensive Eggs Are a Bigger Problem Than You Think | So Expensive | Business Insider

RAG & Vector Search

Why Expensive Eggs Are a Bigger Problem Than You Think | So Expensive | Business Insider

Business Insider Beginner 1y ago

Decoding The Google Ads Algorithm [2025]

RAG & Vector Search

Decoding The Google Ads Algorithm [2025]

Adam Sat | Kairo Agency Beginner 1y ago

Embedding sustainability: Navigating challenges and driving meaningful change in organisations

RAG & Vector Search ⚡ AI Lesson

Embedding sustainability: Navigating challenges and driving meaningful change in organisations

Saïd Business School, University of Oxford Beginner 1y ago

Navigating #tariffs #trade and #tech

RAG & Vector Search

Navigating #tariffs #trade and #tech

Saïd Business School, University of Oxford Beginner 1y ago

Lec 7: Competition I

RAG & Vector Search ⚡ AI Lesson

Lec 7: Competition I

MIT OpenCourseWare Beginner 1y ago

Lec 18: Introduction to Trade

RAG & Vector Search

Lec 18: Introduction to Trade

MIT OpenCourseWare Beginner 1y ago

Beyond the Matrix: AI and the Future of Human Creativity // Fausto Albers // MLOps Podcast #300

RAG & Vector Search ⚡ AI Lesson

Beyond the Matrix: AI and the Future of Human Creativity // Fausto Albers // MLOps Podcast #300

MLOps.community Beginner 1y ago

Learn These 3 GENUIS Python Features

RAG & Vector Search ⚡ AI Lesson

Learn These 3 GENUIS Python Features

Tech With Tim Beginner 1y ago

Invitation to CS50x Puzzle Day 2025

RAG & Vector Search

Invitation to CS50x Puzzle Day 2025

CS50 Beginner 1y ago

The Spiritual Truth You’ve Been Searching For | Uncover the Peace Inside

RAG & Vector Search

The Spiritual Truth You’ve Been Searching For | Uncover the Peace Inside

Evan Carmichael Beginner 1y ago

Get Data Into Databricks - Batch Inference

RAG & Vector Search ⚡ AI Lesson

Get Data Into Databricks - Batch Inference

Databricks Beginner 1y ago

Get Data Into Databricks - Vector Search on Mosaic AI

RAG & Vector Search ⚡ AI Lesson

Get Data Into Databricks - Vector Search on Mosaic AI

Databricks Beginner 1y ago

Faster Training, Better Intents | RAG Intent Recognition: Explained

RAG & Vector Search ⚡ AI Lesson

Faster Training, Better Intents | RAG Intent Recognition: Explained

Voiceflow Beginner 1y ago

AI-Driven Teams: How to Transform Your Workforce

RAG & Vector Search ⚡ AI Lesson

AI-Driven Teams: How to Transform Your Workforce

AI Explored Beginner 1y ago

OpenAI Responses API: EASY Beginners Tutorial in 14 Mins!

RAG & Vector Search

OpenAI Responses API: EASY Beginners Tutorial in 14 Mins!

Mervin Praison Beginner 1y ago

AI Quick Tip: Supercharge Your Schedule with AI and Reclaim Your Time!

RAG & Vector Search

AI Quick Tip: Supercharge Your Schedule with AI and Reclaim Your Time!

Coursera Beginner 1y ago

How to Silence the Voice in Your Head – Eckhart Tolle’s Step-by-Step Guide!

RAG & Vector Search

How to Silence the Voice in Your Head – Eckhart Tolle’s Step-by-Step Guide!

Evan Carmichael Beginner 1y ago

How to Choose an Embedding Model?

RAG & Vector Search ⚡ AI Lesson

How to Choose an Embedding Model?

Data Science Dojo Beginner 1y ago

What is M-commerce?

RAG & Vector Search ⚡ AI Lesson

What is M-commerce?

Learn With Shopify Beginner 1y ago

Did Lovable Kill Webflow?

RAG & Vector Search

Did Lovable Kill Webflow?

Flux Academy Beginner 1y ago

Building AI vs Traditional Tech: CEOs Spill the Tea

RAG & Vector Search

Building AI vs Traditional Tech: CEOs Spill the Tea

AssemblyAI Beginner 1y ago

Develop with Looker Embedding

RAG & Vector Search

Develop with Looker Embedding

Google Cloud Tech Beginner 1y ago

Lec 11: Monopoly I

RAG & Vector Search

Lec 11: Monopoly I

MIT OpenCourseWare Beginner 1y ago

Lec 15: Input Markets I—Labor Market

RAG & Vector Search

Lec 15: Input Markets I—Labor Market

MIT OpenCourseWare Beginner 1y ago

Lec 21: Social Insurance

RAG & Vector Search ⚡ AI Lesson

Lec 21: Social Insurance

MIT OpenCourseWare Beginner 1y ago

Lec 1: Introduction to Principles of Microeconomics and Supply & Demand

RAG & Vector Search

Lec 1: Introduction to Principles of Microeconomics and Supply & Demand

MIT OpenCourseWare Beginner 1y ago

Lec 13: Oligopoly I

RAG & Vector Search

Lec 13: Oligopoly I

MIT OpenCourseWare Beginner 1y ago

Lec 24: Externalities

RAG & Vector Search ⚡ AI Lesson

Lec 24: Externalities

MIT OpenCourseWare Beginner 1y ago

Mobile Cloud for the AI Enterprise: Highway 9 & Google Cloud Solution

RAG & Vector Search

Mobile Cloud for the AI Enterprise: Highway 9 & Google Cloud Solution

Google Cloud Beginner 1y ago

New Way Now: Revionics leverages Google Cloud Consulting to Advance Retail Pricing AI

RAG & Vector Search

New Way Now: Revionics leverages Google Cloud Consulting to Advance Retail Pricing AI

Google Cloud Beginner 1y ago

Gemini in BigQuery learning path

RAG & Vector Search

Gemini in BigQuery learning path

Google Cloud Beginner 1y ago

My 5 "Clean" Code Principles (Start These Now)

RAG & Vector Search ⚡ AI Lesson

My 5 "Clean" Code Principles (Start These Now)

Tech With Tim Beginner 1y ago

PLEASE Master These 3 Software Design Principles...

RAG & Vector Search ⚡ AI Lesson

PLEASE Master These 3 Software Design Principles...

Tech With Tim Beginner 1y ago

📚 Coursera Courses Opens on Coursera · Free to audit

View all →

Retrieval Augmented Generation (RAG)

📚 Coursera Course ↗

Retrieval Augmented Generation (RAG)

Opens on Coursera ↗

Azure Identity, Governance, and Monitoring solutions

📚 Coursera Course ↗

Azure Identity, Governance, and Monitoring solutions

Opens on Coursera ↗

Generative AI and ESG

📚 Coursera Course ↗

Generative AI and ESG

Opens on Coursera ↗

Advanced IT Tools, Career Prep, and System Management

📚 Coursera Course ↗

Advanced IT Tools, Career Prep, and System Management

Opens on Coursera ↗

📚 Coursera Course ↗

Finance of Mergers and Acquisitions: Valuation and Pricing

Opens on Coursera ↗

English Skills And Communication For Managers And Leaders

📚 Coursera Course ↗

English Skills And Communication For Managers And Leaders

Opens on Coursera ↗

Leading from Within

📚 Coursera Course ↗

Leading from Within

Opens on Coursera ↗

📚 Coursera Course ↗

AWS Storage Data Protection Services Getting Started

Opens on Coursera ↗

Build an iOS 16 Coffee Shop App Using SwiftUI And Firebase

📚 Coursera Course ↗

Build an iOS 16 Coffee Shop App Using SwiftUI And Firebase

Opens on Coursera ↗

Project: Generative AI Applications with RAG and LangChain

📚 Coursera Course ↗

Project: Generative AI Applications with RAG and LangChain

Opens on Coursera ↗

Securing Cloud and Hybrid Networks

📚 Coursera Course ↗

Securing Cloud and Hybrid Networks

Opens on Coursera ↗

Build Data Lakes and Data Warehouses on Google Cloud

📚 Coursera Course ↗

Build Data Lakes and Data Warehouses on Google Cloud

Opens on Coursera ↗

Foundations of Micro850 PLC Programming

📚 Coursera Course ↗

Foundations of Micro850 PLC Programming

Opens on Coursera ↗

Deploy Vector DBs Securely

📚 Coursera Course ↗

Deploy Vector DBs Securely

Opens on Coursera ↗

Unreal Engine: Master Interactive FX & Game Design

📚 Coursera Course ↗

Unreal Engine: Master Interactive FX & Game Design

Opens on Coursera ↗

Utilize LinkedIn for Career Search

📚 Coursera Course ↗

Utilize LinkedIn for Career Search

Opens on Coursera ↗

📚 Coursera Course ↗

Cloud Storage: Qwik Start - Cloud Console

Opens on Coursera ↗

Analyze and Build a Private Equity LBO Case Study

📚 Coursera Course ↗

Analyze and Build a Private Equity LBO Case Study

Opens on Coursera ↗