Core AI

RAG & Vector Search

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

5,302
lessons
Skills in this topic
View full skill map →
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
Videos 5,120 Reads 182
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
【ASMR】 Ear Cleaning & Oil Massage Treatment For Saplings 🌱
RAG & Vector Search
【ASMR】 Ear Cleaning & Oil Massage Treatment For Saplings 🌱
Ceres Fauna Ch. hololive-EN Beginner 4y ago
Intro to Batch Normalization Part 5
RAG & Vector Search
Intro to Batch Normalization Part 5
AssemblyAI Beginner 4y ago
Wikipedia Vector Search Demo with Weaviate
RAG & Vector Search
Wikipedia Vector Search Demo with Weaviate
Connor Shorten Beginner 4y ago
Top 5 Reasons Why Triton is Simplifying Inference
RAG & Vector Search
Top 5 Reasons Why Triton is Simplifying Inference
NVIDIA Developer Beginner 4y ago
Using archives in the context of mobilization for the recognition of Belgium's colonial past
RAG & Vector Search
Using archives in the context of mobilization for the recognition of Belgium's colonial past
MIT OpenCourseWare Intermediate 4y ago
Building a Python app with Anvil to email me if my website goes down (includes paid features)
RAG & Vector Search
Building a Python app with Anvil to email me if my website goes down (includes paid features)
mCoding Intermediate 4y ago
Getting Started with NVIDIA Torch-TensorRT
RAG & Vector Search ⚡ AI Lesson
Getting Started with NVIDIA Torch-TensorRT
NVIDIA Developer Beginner 4y ago
Faster loading times with AVIF images | Workshop
RAG & Vector Search
Faster loading times with AVIF images | Workshop
Chrome for Developers Intermediate 4y ago
Demonstrations of Deep Learning
RAG & Vector Search
Demonstrations of Deep Learning
Connor Shorten Beginner 4y ago
The Truth Behind Nofollow Backlinks & Why You Might Need Them #shorts #seo
RAG & Vector Search
The Truth Behind Nofollow Backlinks & Why You Might Need Them #shorts #seo
fatjoe. Intermediate 4y ago
Python staticmethod and classmethod
RAG & Vector Search
Python staticmethod and classmethod
mCoding Intermediate 4y ago
Today Unsupervised Sentence Transformers, Tomorrow Skynet (how TSDAE works)
RAG & Vector Search ⚡ AI Lesson
Today Unsupervised Sentence Transformers, Tomorrow Skynet (how TSDAE works)
James Briggs Beginner 4y ago
Google Ads Household Income Targeting
RAG & Vector Search
Google Ads Household Income Targeting
Paid Media Pros Advanced 4y ago
10 Free Tools That’ll Help You Get Your First 10,000 Social Media Followers
RAG & Vector Search
10 Free Tools That’ll Help You Get Your First 10,000 Social Media Followers
Neil Patel Beginner 4y ago
Question-Answering in NLP (Extractive QA and Abstractive QA)
RAG & Vector Search ⚡ AI Lesson
Question-Answering in NLP (Extractive QA and Abstractive QA)
James Briggs Beginner 4y ago
How leading developers build innovative web experiences
RAG & Vector Search
How leading developers build innovative web experiences
Chrome for Developers Intermediate 4y ago
Text embeddings & semantic search
RAG & Vector Search
Text embeddings & semantic search
HuggingFace Beginner 4y ago
Live code along: How a data science portfolio can help you land your dream job
RAG & Vector Search
Live code along: How a data science portfolio can help you land your dream job
DataCamp Intermediate 4y ago
1.1 Course Organization (8.20 Introduction to Special Relativity)
RAG & Vector Search ⚡ AI Lesson
1.1 Course Organization (8.20 Introduction to Special Relativity)
MIT OpenCourseWare Beginner 4y ago
How To Increase Inference Performance with TensorFlow-TensorRT
RAG & Vector Search
How To Increase Inference Performance with TensorFlow-TensorRT
NVIDIA Developer Beginner 4y ago
Getting Started with TensorFlow-TensorRT
RAG & Vector Search
Getting Started with TensorFlow-TensorRT
NVIDIA Developer Beginner 4y ago
KerasBERT on the Weaviate Podcast
RAG & Vector Search
KerasBERT on the Weaviate Podcast
Connor Shorten Beginner 4y ago
Chrome 96 - What’s New in DevTools
RAG & Vector Search
Chrome 96 - What’s New in DevTools
Chrome for Developers Beginner 4y ago
Dmitry Kan on Vector Search Engines
RAG & Vector Search
Dmitry Kan on Vector Search Engines
Connor Shorten Beginner 4y ago
NVIDIA TAO: Create Custom Production-Ready AI Models without AI Expertise
RAG & Vector Search
NVIDIA TAO: Create Custom Production-Ready AI Models without AI Expertise
NVIDIA Developer Advanced 4y ago
6.3 Spacecraft-on-a-Rope Paradox
RAG & Vector Search
6.3 Spacecraft-on-a-Rope Paradox
MIT OpenCourseWare Beginner 4y ago
10.6 Creation of Particles
RAG & Vector Search
10.6 Creation of Particles
MIT OpenCourseWare Beginner 4y ago
7.4 Galaxy Travel
RAG & Vector Search ⚡ AI Lesson
7.4 Galaxy Travel
MIT OpenCourseWare Beginner 4y ago
10.3 Deuteron Production
RAG & Vector Search
10.3 Deuteron Production
MIT OpenCourseWare Beginner 4y ago
1.5 Categories of Physics
RAG & Vector Search
1.5 Categories of Physics
MIT OpenCourseWare Beginner 4y ago
5.1 Voyager Program
RAG & Vector Search
5.1 Voyager Program
MIT OpenCourseWare Beginner 4y ago
9.4 Forces and Kinetic Energy
RAG & Vector Search
9.4 Forces and Kinetic Energy
MIT OpenCourseWare Beginner 4y ago
12.4 Redshift Tests
RAG & Vector Search
12.4 Redshift Tests
MIT OpenCourseWare Beginner 4y ago
4.1 Time Dilation
RAG & Vector Search ⚡ AI Lesson
4.1 Time Dilation
MIT OpenCourseWare Beginner 4y ago
5.4 Regions in Spacetime Diagrams
RAG & Vector Search
5.4 Regions in Spacetime Diagrams
MIT OpenCourseWare Beginner 4y ago
3.3 Michelson-Morley Experiment
RAG & Vector Search
3.3 Michelson-Morley Experiment
MIT OpenCourseWare Beginner 4y ago
8.3 Proper Velocity
RAG & Vector Search
8.3 Proper Velocity
MIT OpenCourseWare Beginner 4y ago
7.2 Relativistic Doppler Effect
RAG & Vector Search
7.2 Relativistic Doppler Effect
MIT OpenCourseWare Beginner 4y ago
1.4 Guest Lecture: Space, Time, and Spacetime  
RAG & Vector Search
1.4 Guest Lecture: Space, Time, and Spacetime  
MIT OpenCourseWare Beginner 4y ago
5.5 Causality
RAG & Vector Search
5.5 Causality
MIT OpenCourseWare Beginner 4y ago
11.1 Charge and Current
RAG & Vector Search
11.1 Charge and Current
MIT OpenCourseWare Beginner 4y ago
2.1 Events
RAG & Vector Search
2.1 Events
MIT OpenCourseWare Beginner 4y ago
9.3 Collisions
RAG & Vector Search ⚡ AI Lesson
9.3 Collisions
MIT OpenCourseWare Beginner 4y ago
7.1 Introduction to the Doppler Effect
RAG & Vector Search
7.1 Introduction to the Doppler Effect
MIT OpenCourseWare Beginner 4y ago
8.2 Introduction to 4-Vector Notation
RAG & Vector Search
8.2 Introduction to 4-Vector Notation
MIT OpenCourseWare Beginner 4y ago
3.2 Waves
RAG & Vector Search ⚡ AI Lesson
3.2 Waves
MIT OpenCourseWare Beginner 4y ago
10.7 Compton Effect
RAG & Vector Search
10.7 Compton Effect
MIT OpenCourseWare Beginner 4y ago
8.1 Algebra of Lorentz transformations
RAG & Vector Search
8.1 Algebra of Lorentz transformations
MIT OpenCourseWare Beginner 4y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Traitement d'images : introduction au filtrage
📚 Coursera Course ↗
Self-paced
Traitement d'images : introduction au filtrage
Opens on Coursera ↗
Retrieval Optimization: Tokenization to Vector Quantization
📚 Coursera Course ↗
Self-paced
Retrieval Optimization: Tokenization to Vector Quantization
Opens on Coursera ↗
Security Best Practices in Google Cloud - Português
📚 Coursera Course ↗
Self-paced
Security Best Practices in Google Cloud - Português
Opens on Coursera ↗
Análisis de texto en archivos con Azure cognitive search
📚 Coursera Course ↗
Self-paced
Análisis de texto en archivos con Azure cognitive search
Opens on Coursera ↗
Innovations in Lithium Battery Technology
📚 Coursera Course ↗
Self-paced
Innovations in Lithium Battery Technology
Opens on Coursera ↗
Introduction to FastAPI framework
📚 Coursera Course ↗
Self-paced
Introduction to FastAPI framework
Opens on Coursera ↗