Core AI

RAG & Vector Search

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

5,297
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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Lecture 2: Strings, Input/Output, and Branching
RAG & Vector Search
Lecture 2: Strings, Input/Output, and Branching
MIT OpenCourseWare Beginner 1y ago
Why are vector databases so FAST?
RAG & Vector Search
Why are vector databases so FAST?
Underfitted Beginner 1y ago
【House Flipper 2】 Fauna breaks into your house and rearranges your furniture
RAG & Vector Search
【House Flipper 2】 Fauna breaks into your house and rearranges your furniture
Ceres Fauna Ch. hololive-EN Beginner 1y ago
CS50R - Lecture 6 - Testing Programs
RAG & Vector Search
CS50R - Lecture 6 - Testing Programs
CS50 Beginner 1y ago
CS50R - Lecture 1 - Representing Data
RAG & Vector Search
CS50R - Lecture 1 - Representing Data
CS50 Beginner 1y ago
Tips & tricks for using IDX: Enabling Docker
RAG & Vector Search
Tips & tricks for using IDX: Enabling Docker
Google for Developers Beginner 1y ago
10 Essential Machine Learning algorithms for 2025 in 17 minutes - A Visualisation & Intuition
RAG & Vector Search
10 Essential Machine Learning algorithms for 2025 in 17 minutes - A Visualisation & Intuition
Lucidate Beginner 1y ago
Distributed File Storage In Go – Full Course
RAG & Vector Search ⚡ AI Lesson
Distributed File Storage In Go – Full Course
freeCodeCamp.org Intermediate 1y ago
#2 Jerry Liu - What is LlamaIndex, Agents & Advice for AI Engineers
RAG & Vector Search ⚡ AI Lesson
#2 Jerry Liu - What is LlamaIndex, Agents & Advice for AI Engineers
Alejandro AO Beginner 1y ago
All 71 built-in Python functions
RAG & Vector Search ⚡ AI Lesson
All 71 built-in Python functions
mCoding Beginner 1y ago
【THE WITCHER 3】 Don't worry, it's not wine (it's blood) | #10
RAG & Vector Search ⚡ AI Lesson
【THE WITCHER 3】 Don't worry, it's not wine (it's blood) | #10
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Dragon: AI Is Taking Over - How To Not Get Left Behind (Piers Linney) - FH EP.10
RAG & Vector Search ⚡ AI Lesson
Dragon: AI Is Taking Over - How To Not Get Left Behind (Piers Linney) - FH EP.10
HelpBnk Intermediate 1y ago
Customers Turn their SAP Data into Business Innovation with AI-Powered Analytics on Google Cloud
RAG & Vector Search
Customers Turn their SAP Data into Business Innovation with AI-Powered Analytics on Google Cloud
Google Cloud Intermediate 1y ago
How to Break Through Self Doubt | Unleash Your Inner Power in 62 Minutes
RAG & Vector Search
How to Break Through Self Doubt | Unleash Your Inner Power in 62 Minutes
Evan Carmichael Beginner 1y ago
What is RAG? (Retrieval Augmented Generation) | RAG Project Series Part 1
RAG & Vector Search
What is RAG? (Retrieval Augmented Generation) | RAG Project Series Part 1
Analytics Vidhya Beginner 1y ago
Real-time Speech To Text In Java - Transcribe From Microphone
RAG & Vector Search
Real-time Speech To Text In Java - Transcribe From Microphone
AssemblyAI Beginner 1y ago
Python AI Agent Tutorial - Build a Coding Assistant w/ RAG & LangChain
RAG & Vector Search ⚡ AI Lesson
Python AI Agent Tutorial - Build a Coding Assistant w/ RAG & LangChain
Tech With Tim Intermediate 1y ago
What is Semantic Searching? (NLP Concepts)
RAG & Vector Search ⚡ AI Lesson
What is Semantic Searching? (NLP Concepts)
Python Tutorials for Digital Humanities Beginner 1y ago
Bob van Luijt on Secrets Behind Building A Multi-Million Business | Episode 03 Part I
RAG & Vector Search ⚡ AI Lesson
Bob van Luijt on Secrets Behind Building A Multi-Million Business | Episode 03 Part I
Data Science Dojo Intermediate 1y ago
Groq Whisper: How to Create Podcast Chat Application?
RAG & Vector Search ⚡ AI Lesson
Groq Whisper: How to Create Podcast Chat Application?
Mervin Praison Beginner 1y ago
What is RAG ? #codebasics #data #datascience #ai #dataanalyst
RAG & Vector Search
What is RAG ? #codebasics #data #datascience #ai #dataanalyst
codebasics Beginner 1y ago
This Is What The 1% Do! | Steve Jobs
RAG & Vector Search
This Is What The 1% Do! | Steve Jobs
Evan Carmichael Beginner 1y ago
FastAPI, Flask or Django - Which Should You Use?
RAG & Vector Search ⚡ AI Lesson
FastAPI, Flask or Django - Which Should You Use?
Tech With Tim Beginner 1y ago
Differentiate Google Cloud storage products
RAG & Vector Search
Differentiate Google Cloud storage products
Google Cloud Beginner 1y ago
Advanced RAG with Azure AI Search - top questions answered | BRK100
RAG & Vector Search
Advanced RAG with Azure AI Search - top questions answered | BRK100
Microsoft Developer Intermediate 1y ago
AWS Solutions Architect Associate Certification (SAA-C03) – Full Course to PASS the Exam
RAG & Vector Search ⚡ AI Lesson
AWS Solutions Architect Associate Certification (SAA-C03) – Full Course to PASS the Exam
freeCodeCamp.org Beginner 1y ago
Real Threat Hunting with AI and ML
RAG & Vector Search ⚡ AI Lesson
Real Threat Hunting with AI and ML
SANS Institute Intermediate 1y ago
Transcribe Your Ideas like Kevin Hart #coding #machinelearning #speechrecognition
RAG & Vector Search
Transcribe Your Ideas like Kevin Hart #coding #machinelearning #speechrecognition
AssemblyAI Beginner 1y ago
Build your own advanced AI solutions on Azure Databricks | OD541
RAG & Vector Search
Build your own advanced AI solutions on Azure Databricks | OD541
Microsoft Developer Intermediate 1y ago
Seamless Data Harmonization for Limitless Informatics: MSAID's journey with Metaflow
RAG & Vector Search ⚡ AI Lesson
Seamless Data Harmonization for Limitless Informatics: MSAID's journey with Metaflow
Outerbounds Advanced 1y ago
I Removed Tons of Ads and Earnings Did WHAT?!
RAG & Vector Search
I Removed Tons of Ads and Earnings Did WHAT?!
Income School Intermediate 1y ago
A day in the life of an engineer!
RAG & Vector Search ⚡ AI Lesson
A day in the life of an engineer!
Google Cloud Tech Beginner 1y ago
What "Follow Your Dreams" Misses | Harvey Mudd Commencement Speech 2024
RAG & Vector Search
What "Follow Your Dreams" Misses | Harvey Mudd Commencement Speech 2024
3Blue1Brown Beginner 2y ago
Demo: Private RAG with local Mistral 7b LLM and Weaviate on K8s
RAG & Vector Search
Demo: Private RAG with local Mistral 7b LLM and Weaviate on K8s
Samos123 Intermediate 2y ago
Retrieval Augmented Generation // Syed Asad // MLOps Podcast #233
RAG & Vector Search ⚡ AI Lesson
Retrieval Augmented Generation // Syed Asad // MLOps Podcast #233
MLOps.community Intermediate 2y ago
Kaggle is your home for trustworthy AI resources
RAG & Vector Search
Kaggle is your home for trustworthy AI resources
Google for Developers Intermediate 2y ago
Getting Started with On-Device AI: RAG using ObjectBox Vector Database and LangChain
RAG & Vector Search
Getting Started with On-Device AI: RAG using ObjectBox Vector Database and LangChain
Krish Naik Beginner 2y ago
【DARK SOULS: REMASTERED】 RACE AGAINST @GawrGura Green POV
RAG & Vector Search ⚡ AI Lesson
【DARK SOULS: REMASTERED】 RACE AGAINST @GawrGura Green POV
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【THE WITCHER 3】 Ciris Fauna is here! | #9
RAG & Vector Search ⚡ AI Lesson
【THE WITCHER 3】 Ciris Fauna is here! | #9
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【SHINKANSEN 0】 spot the difference in this haunted train horror game
RAG & Vector Search
【SHINKANSEN 0】 spot the difference in this haunted train horror game
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【DON'T SCREAM】 The horror game that restarts when you scream I'M DOOMED
RAG & Vector Search ⚡ AI Lesson
【DON'T SCREAM】 The horror game that restarts when you scream I'M DOOMED
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【MINECRAFT】 The one where Fauna memorizes 100 digits of pi
RAG & Vector Search
【MINECRAFT】 The one where Fauna memorizes 100 digits of pi
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【THE WITCHER 3】 0% violence, 0% drinking, 0% gwent, 100% gerald | #8
RAG & Vector Search
【THE WITCHER 3】 0% violence, 0% drinking, 0% gwent, 100% gerald | #8
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Cloud storage types
RAG & Vector Search
Cloud storage types
Google Cloud Beginner 1y ago
【PROMISE HALF ANNIVERSARY】 Forcing #holoPromise to play in my dungeon + ANNOUNCEMENTS & REVEALS
RAG & Vector Search ⚡ AI Lesson
【PROMISE HALF ANNIVERSARY】 Forcing #holoPromise to play in my dungeon + ANNOUNCEMENTS & REVEALS
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【The Game of Sisyphus】 Let's see what this is all about
RAG & Vector Search
【The Game of Sisyphus】 Let's see what this is all about
Ceres Fauna Ch. hololive-EN Beginner 1y ago
The keys to success with Generative AI and Vector Databases | ODFP628
RAG & Vector Search
The keys to success with Generative AI and Vector Databases | ODFP628
Microsoft Developer Intermediate 1y ago
How to Turn Challenges into Opportunities | Mindset and Business Mastery in 61 Minutes
RAG & Vector Search ⚡ AI Lesson
How to Turn Challenges into Opportunities | Mindset and Business Mastery in 61 Minutes
Evan Carmichael Intermediate 1y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Big Data Analysis to a Slide Presentation
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Self-paced
Big Data Analysis to a Slide Presentation
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Building UI Components with Storybook - A Practical Tutorial
📚 Coursera Course ↗
Self-paced
Building UI Components with Storybook - A Practical Tutorial
Opens on Coursera ↗
Web Development with Rust
📚 Coursera Course ↗
Self-paced
Web Development with Rust
Opens on Coursera ↗
Current-Mode Control
📚 Coursera Course ↗
Self-paced
Current-Mode Control
Opens on Coursera ↗
Recherche vectorielle et embeddings
📚 Coursera Course ↗
Self-paced
Recherche vectorielle et embeddings
Opens on Coursera ↗
Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API
📚 Coursera Course ↗
Self-paced
Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API
Opens on Coursera ↗