Core AI

RAG & Vector Search

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

5,301
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
Videos 5,120 Reads 181
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Weaviate and Haystack
RAG & Vector Search
Weaviate and Haystack
Connor Shorten Beginner 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
10 Innovative Customer Loyalty Programs (And How To Start Yours)
RAG & Vector Search
10 Innovative Customer Loyalty Programs (And How To Start Yours)
Learn With Shopify Beginner 4y ago
Code a 2D Game Engine using Java - Full Course for Beginners
RAG & Vector Search ⚡ AI Lesson
Code a 2D Game Engine using Java - Full Course for Beginners
freeCodeCamp.org Beginner 4y ago
Jordan Peterson: How To Become The Person You’ve Always Wanted To Be | E113
RAG & Vector Search
Jordan Peterson: How To Become The Person You’ve Always Wanted To Be | E113
The Diary Of A CEO Beginner 4y ago
CS50 2021 in HDR - Lecture 8 - HTML, CSS, JavaScript
RAG & Vector Search
CS50 2021 in HDR - Lecture 8 - HTML, CSS, JavaScript
CS50 Beginner 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
What Makes A Good Website Hero Section?
RAG & Vector Search
What Makes A Good Website Hero Section?
Marketing 360 Beginner 4y ago
How to Run ads on Linkedin (In 5 Easy Steps) | HubSpot
RAG & Vector Search
How to Run ads on Linkedin (In 5 Easy Steps) | HubSpot
HubSpot Marketing 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
【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
Top 5 Reasons Why Triton is Simplifying Inference
RAG & Vector Search
Top 5 Reasons Why Triton is Simplifying Inference
NVIDIA Developer Beginner 4y ago
Getting Started with NVIDIA Torch-TensorRT
RAG & Vector Search ⚡ AI Lesson
Getting Started with NVIDIA Torch-TensorRT
NVIDIA Developer 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
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
Chrome 96 - What’s New in DevTools
RAG & Vector Search
Chrome 96 - What’s New in DevTools
Chrome for Developers Beginner 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
6.3 Spacecraft-on-a-Rope Paradox
RAG & Vector Search
6.3 Spacecraft-on-a-Rope Paradox
MIT OpenCourseWare Beginner 4y ago
CS50 2021 in HDR - Lecture 0 - Scratch
RAG & Vector Search
CS50 2021 in HDR - Lecture 0 - Scratch
CS50 Beginner 4y ago
Wikipedia Vector Search Demo with Weaviate
RAG & Vector Search
Wikipedia Vector Search Demo with Weaviate
Connor Shorten 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
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
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
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
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