Core AI

RAG & Vector Search

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

5,276
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 5,117 Reads 159
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
Tutorial: Weaviate with Local Embedding and Generation models using KubeAI
RAG & Vector Search
Tutorial: Weaviate with Local Embedding and Generation models using KubeAI
Samos123 Beginner 1y ago
How to Boost Wellness with Conscious Breathing | Wim Hof's Technique in 22 Minutes
RAG & Vector Search
How to Boost Wellness with Conscious Breathing | Wim Hof's Technique in 22 Minutes
Evan Carmichael Beginner 1y ago
chatting and super catchup!
RAG & Vector Search
chatting and super catchup!
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Neon Postgres: Create Serverless RAG Application in 7 Minutes
RAG & Vector Search ⚡ AI Lesson
Neon Postgres: Create Serverless RAG Application in 7 Minutes
Mervin Praison Beginner 1y ago
RAG vs. Fine Tuning
8:57
RAG & Vector Search ⚡ AI Lesson
RAG vs. Fine Tuning
IBM Technology Beginner 1y ago
WHY IS DARK SOULS SO RUDE
RAG & Vector Search
WHY IS DARK SOULS SO RUDE
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Master Web3 in 2024 (The Ultimate Roadmap) | Block Chain, Crypto Currency |
RAG & Vector Search
Master Web3 in 2024 (The Ultimate Roadmap) | Block Chain, Crypto Currency |
GeeksforGeeks Beginner 1y ago
5 Ways I Use AI To Automate My Life (as a senior developer)
RAG & Vector Search ⚡ AI Lesson
5 Ways I Use AI To Automate My Life (as a senior developer)
Tech With Tim Beginner 1y ago
Simon Sinek's Top 10 Rules for Success
RAG & Vector Search
Simon Sinek's Top 10 Rules for Success
Evan Carmichael Beginner 1y ago
How to Automatically Detect Language in Speech Using Python
RAG & Vector Search
How to Automatically Detect Language in Speech Using Python
AssemblyAI Beginner 1y ago
Your Content Plan SUCKS Without THIS…
RAG & Vector Search
Your Content Plan SUCKS Without THIS…
Matt Diggity Beginner 1y ago
Caching demystified: Inspect, clear, and disable caches #DevToolsTips
RAG & Vector Search
Caching demystified: Inspect, clear, and disable caches #DevToolsTips
Chrome for Developers Beginner 1y ago
Knowledge Bases for Amazon Bedrock: Chat with your Document
RAG & Vector Search
Knowledge Bases for Amazon Bedrock: Chat with your Document
AWS Developers Beginner 1y ago
Building LLM Assistants with LlamaIndex, NVIDIA NIM, and Milvus | LLM App Development
RAG & Vector Search
Building LLM Assistants with LlamaIndex, NVIDIA NIM, and Milvus | LLM App Development
NVIDIA Developer Beginner 1y ago
PLEASE Learn These 10 Advanced Python Features
RAG & Vector Search ⚡ AI Lesson
PLEASE Learn These 10 Advanced Python Features
Tech With Tim Beginner 1y ago
How RAG Turns AI Chatbots Into Something Practical
RAG & Vector Search
How RAG Turns AI Chatbots Into Something Practical
bycloud Beginner 1y ago
6 Steps to Create a Similarity Search Engine with Amazon Bedrock
RAG & Vector Search
6 Steps to Create a Similarity Search Engine with Amazon Bedrock
AWS Developers Beginner 1y ago
Lecture 4: Langmuir Probe
RAG & Vector Search ⚡ AI Lesson
Lecture 4: Langmuir Probe
MIT OpenCourseWare Beginner 1y ago
Lecture 1: Introduction to Principles of Plasma Diagnostics
RAG & Vector Search ⚡ AI Lesson
Lecture 1: Introduction to Principles of Plasma Diagnostics
MIT OpenCourseWare Beginner 1y ago
What are Word Embeddings?
8:38
RAG & Vector Search ⚡ AI Lesson
What are Word Embeddings?
IBM Technology Beginner 1y ago
Enhancing GKE efficiency with Filestore multishares
RAG & Vector Search
Enhancing GKE efficiency with Filestore multishares
Google Cloud Tech Beginner 1y ago
Self Storage in Liverpool 🚫 Why It's Not the Best Move #shorts
RAG & Vector Search
Self Storage in Liverpool 🚫 Why It's Not the Best Move #shorts
Jacky Chou from Indexsy Beginner 1y ago
Get your dream job through Shark Tank!
RAG & Vector Search
Get your dream job through Shark Tank!
Full Disclosure Beginner 1y ago
【ENReco FINALE】 FaunaMart is done.
RAG & Vector Search
【ENReco FINALE】 FaunaMart is done.
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【ENReco Day 6】 FaunaMart is for the LIBRARY
RAG & Vector Search
【ENReco Day 6】 FaunaMart is for the LIBRARY
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【ENReco Day 5】 Here at Faunamart, the customer is al̵̜̕w̵͇̍a̴͙͐y̴̯͛s̸͍͋ ̵̪̿r̴̹͐i̴̞̎g̷̣̒h̶̲͊ť̵̝
RAG & Vector Search
【ENReco Day 5】 Here at Faunamart, the customer is al̵̜̕w̵͇̍a̴͙͐y̴̯͛s̸͍͋ ̵̪̿r̴̹͐i̴̞̎g̷̣̒h̶̲͊ť̵̝
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【ENReco Day 4】 💰 BONES FOR SALE 🎰 LOTTERY DRAWING HAPPENING
RAG & Vector Search
【ENReco Day 4】 💰 BONES FOR SALE 🎰 LOTTERY DRAWING HAPPENING
Ceres Fauna Ch. hololive-EN Beginner 1y ago
This kirin is reading superchats!
RAG & Vector Search
This kirin is reading superchats!
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【ENReco Day 3】 FAUNAMART IS OPEN 💰 GET YER LOTTO TICKETS HERE 🎰
RAG & Vector Search
【ENReco Day 3】 FAUNAMART IS OPEN 💰 GET YER LOTTO TICKETS HERE 🎰
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【ENReco Day 2】 Setting up shop
RAG & Vector Search
【ENReco Day 2】 Setting up shop
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【ENReco Day 1】 The holoEN Minecraft RP SMP arc begins...
RAG & Vector Search
【ENReco Day 1】 The holoEN Minecraft RP SMP arc begins...
Ceres Fauna Ch. hololive-EN Beginner 1y ago
I became an idol without knowing how to sing
RAG & Vector Search
I became an idol without knowing how to sing
Ceres Fauna Ch. hololive-EN Beginner 1y ago
fauna (✿◕‿◕)
RAG & Vector Search ⚡ AI Lesson
fauna (✿◕‿◕)
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Wayne Dyer: The Secret to Enjoying Every Moment of Your Life!
RAG & Vector Search
Wayne Dyer: The Secret to Enjoying Every Moment of Your Life!
Evan Carmichael Beginner 1y ago
My Biggest Streaming Pet Peeve
RAG & Vector Search ⚡ AI Lesson
My Biggest Streaming Pet Peeve
Ceres Fauna Ch. hololive-EN Beginner 1y ago
that shake though 😳 #BreakingDimensions
RAG & Vector Search
that shake though 😳 #BreakingDimensions
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【#Faunaversary2024】 Playing truck sim with a real steering wheel and 3D tracking for my ANNIVERSARY
RAG & Vector Search
【#Faunaversary2024】 Playing truck sim with a real steering wheel and 3D tracking for my ANNIVERSARY
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Lecture 2: Magnetics I
RAG & Vector Search ⚡ AI Lesson
Lecture 2: Magnetics I
MIT OpenCourseWare Beginner 1y ago
Lecture 20: Thomson Scattering: Basics
RAG & Vector Search
Lecture 20: Thomson Scattering: Basics
MIT OpenCourseWare Beginner 1y ago
The Most SCUFFED Dentist Appointment
RAG & Vector Search
The Most SCUFFED Dentist Appointment
Ceres Fauna Ch. hololive-EN Beginner 1y ago
kirin dance! catch me @ Breaking Dimensions!!!
RAG & Vector Search
kirin dance! catch me @ Breaking Dimensions!!!
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【FNAF: INTO THE PIT】 New Five Nights at Freddy's?
RAG & Vector Search
【FNAF: INTO THE PIT】 New Five Nights at Freddy's?
Ceres Fauna Ch. hololive-EN Beginner 1y ago
10 Python Functions That Will Simplify Your Life
RAG & Vector Search ⚡ AI Lesson
10 Python Functions That Will Simplify Your Life
Tech With Tim Beginner 1y ago
Why Cats are S Tier Creatures
RAG & Vector Search
Why Cats are S Tier Creatures
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Introduction to GIS, Part III: Projection
RAG & Vector Search ⚡ AI Lesson
Introduction to GIS, Part III: Projection
MIT OpenCourseWare Beginner 1y ago
【Sucker for Love: Date to Die For】 The final chapter
RAG & Vector Search
【Sucker for Love: Date to Die For】 The final chapter
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【DARK SOULS: REMASTERED】 Truly the Dark Souls of Dark Souls
RAG & Vector Search
【DARK SOULS: REMASTERED】 Truly the Dark Souls of Dark Souls
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【MINECRAFT】 Did you know there are over 60,000 tree species?
RAG & Vector Search ⚡ AI Lesson
【MINECRAFT】 Did you know there are over 60,000 tree species?
Ceres Fauna Ch. hololive-EN Beginner 1y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Building Data Lakes on AWS
📚 Coursera Course ↗
Self-paced
Building Data Lakes on AWS
Opens on Coursera ↗
Architecting with Google Kubernetes Engine: Workloads
📚 Coursera Course ↗
Self-paced
Architecting with Google Kubernetes Engine: Workloads
Opens on Coursera ↗
Detect AI Anomalies: Real-Time Outliers
📚 Coursera Course ↗
Self-paced
Detect AI Anomalies: Real-Time Outliers
Opens on Coursera ↗
Introduction to Containers w/ Docker, Kubernetes & OpenShift
📚 Coursera Course ↗
Self-paced
Introduction to Containers w/ Docker, Kubernetes & OpenShift
Opens on Coursera ↗
Vector Databases Deep Dive
📚 Coursera Course ↗
Self-paced
Vector Databases Deep Dive
Opens on Coursera ↗
Integrate Embeddings and Chroma
📚 Coursera Course ↗
Self-paced
Integrate Embeddings and Chroma
Opens on Coursera ↗