Core AI

RAG & Vector Search

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

5,069
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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Super easy WORDLE cheat
RAG & Vector Search
Super easy WORDLE cheat
Coder Coder Beginner 4y ago
How to build a Q&A AI in Python (Open-domain Question-Answering)
RAG & Vector Search ⚡ AI Lesson
How to build a Q&A AI in Python (Open-domain Question-Answering)
James Briggs Intermediate 4y ago
Semantic SEO - An SEO Case Study with Google's Algorithm Analysis
RAG & Vector Search
Semantic SEO - An SEO Case Study with Google's Algorithm Analysis
Koray Tuğberk GÜBÜR Intermediate 4y ago
Do You Need Programming Experience to Take CS50? - CS50 Reels #Shorts
RAG & Vector Search
Do You Need Programming Experience to Take CS50? - CS50 Reels #Shorts
CS50 Beginner 4y ago
SysSieve: Extracting Actionable Insights from Unstructured Text
RAG & Vector Search
SysSieve: Extracting Actionable Insights from Unstructured Text
Microsoft Research Beginner 4y ago
Building Transformer Tokenizers (Dhivehi NLP #1)
RAG & Vector Search ⚡ AI Lesson
Building Transformer Tokenizers (Dhivehi NLP #1)
James Briggs Intermediate 4y ago
How I Would Learn Data Science in 2022 (If I Had to Start Over)
RAG & Vector Search
How I Would Learn Data Science in 2022 (If I Had to Start Over)
Ken Jee Beginner 4y ago
Keras Code Search with Weaviate
RAG & Vector Search
Keras Code Search with Weaviate
Connor Shorten Beginner 4y ago
【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
Wikipedia Vector Search Demo with Weaviate
RAG & Vector Search
Wikipedia Vector Search Demo with Weaviate
Connor Shorten 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
Python staticmethod and classmethod
RAG & Vector Search
Python staticmethod and classmethod
mCoding Intermediate 4y ago
4 Simple [But Impactful] Student Engagement Strategies
6:29
RAG & Vector Search
4 Simple [But Impactful] Student Engagement Strategies
EVERFI K-12 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
Text embeddings & semantic search
RAG & Vector Search
Text embeddings & semantic search
HuggingFace 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
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
Making The Most of Data: Augmented SBERT
RAG & Vector Search
Making The Most of Data: Augmented SBERT
James Briggs Beginner 4y ago
Demonstrations of Deep Learning
RAG & Vector Search
Demonstrations of Deep Learning
Connor Shorten Beginner 4y ago
KerasBERT on the Weaviate Podcast
RAG & Vector Search
KerasBERT on the Weaviate Podcast
Connor Shorten Beginner 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
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
Dmitry Kan on Vector Search Engines
RAG & Vector Search
Dmitry Kan on Vector Search Engines
Connor Shorten Beginner 4y ago
6.3 Spacecraft-on-a-Rope Paradox
RAG & Vector Search
6.3 Spacecraft-on-a-Rope Paradox
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
12.1 Equivalence Principle
RAG & Vector Search
12.1 Equivalence Principle
MIT OpenCourseWare Beginner 4y ago
10.2 The Large Electron-Positron Collider
RAG & Vector Search
10.2 The Large Electron-Positron Collider
MIT OpenCourseWare Beginner 4y ago
3.4 Stellar Aberration
RAG & Vector Search
3.4 Stellar Aberration
MIT OpenCourseWare Beginner 4y ago
9.1 Momentum Conservation
RAG & Vector Search
9.1 Momentum Conservation
MIT OpenCourseWare Beginner 4y ago
11.2 Electric and Magnetic Fields
RAG & Vector Search
11.2 Electric and Magnetic Fields
MIT OpenCourseWare Beginner 4y ago
4.2 Muons
RAG & Vector Search ⚡ AI Lesson
4.2 Muons
MIT OpenCourseWare Beginner 4y ago
1.3 History of Special Relativity
RAG & Vector Search ⚡ AI Lesson
1.3 History of Special Relativity
MIT OpenCourseWare Beginner 4y ago
6.1 Pole-in-the-Barn Paradox
RAG & Vector Search ⚡ AI Lesson
6.1 Pole-in-the-Barn Paradox
MIT OpenCourseWare Beginner 4y ago
12.3 Bending of Light
RAG & Vector Search
12.3 Bending of Light
MIT OpenCourseWare Beginner 4y ago
5.2 Velocity Addition
RAG & Vector Search
5.2 Velocity Addition
MIT OpenCourseWare Beginner 4y ago
10.4 Absorption and Emission of Photons
RAG & Vector Search ⚡ AI Lesson
10.4 Absorption and Emission of Photons
MIT OpenCourseWare Beginner 4y ago
12.6 Experimental Evidence 
RAG & Vector Search ⚡ AI Lesson
12.6 Experimental Evidence 
MIT OpenCourseWare Beginner 4y ago
7.3 Redshift
RAG & Vector Search
7.3 Redshift
MIT OpenCourseWare Beginner 4y ago
5.3 Spacetime Diagrams
RAG & Vector Search
5.3 Spacetime Diagrams
MIT OpenCourseWare Beginner 4y ago
10.8 Global Positioning System
RAG & Vector Search
10.8 Global Positioning System
MIT OpenCourseWare Beginner 4y ago
12.5 General Relativity
RAG & Vector Search ⚡ AI Lesson
12.5 General Relativity
MIT OpenCourseWare Beginner 4y ago
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