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
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How to contribute to open source
RAG & Vector Search
How to contribute to open source
AssemblyAI Beginner 2y ago
【MINECRAFT】 The world tree looks a little small
RAG & Vector Search
【MINECRAFT】 The world tree looks a little small
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Transcribe audio files in 4 lines of code
RAG & Vector Search ⚡ AI Lesson
Transcribe audio files in 4 lines of code
AssemblyAI Beginner 2y ago
【BIOSHOCK 2】 Going to pull a Liam Neeson if you don't give me my daughter back | #3
RAG & Vector Search ⚡ AI Lesson
【BIOSHOCK 2】 Going to pull a Liam Neeson if you don't give me my daughter back | #3
Ceres Fauna Ch. hololive-EN Beginner 2y ago
You can explore interests from coding and nutrition to marketing and UX design.
RAG & Vector Search
You can explore interests from coding and nutrition to marketing and UX design.
Coursera Beginner 2y ago
How To Supercharge Webflow Using Libraries
RAG & Vector Search ⚡ AI Lesson
How To Supercharge Webflow Using Libraries
Flux Academy Beginner 2y ago
Data Parallelism Using PyTorch DDP | NVAITC Webinar
RAG & Vector Search ⚡ AI Lesson
Data Parallelism Using PyTorch DDP | NVAITC Webinar
NVIDIA Developer Intermediate 2y ago
How to Lie with Statistics Pt.1
RAG & Vector Search ⚡ AI Lesson
How to Lie with Statistics Pt.1
Rob Mulla Intermediate 2y ago
This person is holding you back
RAG & Vector Search
This person is holding you back
Dan Lok Beginner 3y ago
Will Software Engineers Survive Against AI?
RAG & Vector Search
Will Software Engineers Survive Against AI?
Jean Lee Intermediate 3y ago
Quick Tip Friday - Control Access By User Role
RAG & Vector Search ⚡ AI Lesson
Quick Tip Friday - Control Access By User Role
AppSheet Beginner 3y ago
The Democratization of SEO [MozCon 2018] — Jono Alderson
RAG & Vector Search
The Democratization of SEO [MozCon 2018] — Jono Alderson
Moz Beginner 3y ago
How to Query Any YouTube Video Using LangChain
RAG & Vector Search
How to Query Any YouTube Video Using LangChain
Automata Learning Lab Beginner 3y ago
Introduction to NLP - ML on Android with MediaPipe Series
RAG & Vector Search
Introduction to NLP - ML on Android with MediaPipe Series
Google for Developers Beginner 3y ago
How Ulta Beauty innovates and scales effortlessly with Google Cloud and MongoDB Atlas
RAG & Vector Search
How Ulta Beauty innovates and scales effortlessly with Google Cloud and MongoDB Atlas
Google Cloud Beginner 3y ago
Chat with Audio: Langchain, Chroma DB, OpenAI, and Assembly AI
RAG & Vector Search ⚡ AI Lesson
Chat with Audio: Langchain, Chroma DB, OpenAI, and Assembly AI
AI Anytime Beginner 3y ago
Transform Your Good Life to Great with This Morning Routine!
RAG & Vector Search
Transform Your Good Life to Great with This Morning Routine!
Evan Carmichael Intermediate 3y ago
What is Semantic Search?
RAG & Vector Search ⚡ AI Lesson
What is Semantic Search?
Cohere Beginner 3y ago
THIS One HABIT is Robbing You of SUCCESS! | Evan Carmichael | Top 10 Rules
RAG & Vector Search ⚡ AI Lesson
THIS One HABIT is Robbing You of SUCCESS! | Evan Carmichael | Top 10 Rules
Evan Carmichael Beginner 3y ago
LangChain Retrieval QA with Instructor Embeddings & ChromaDB for PDFs
RAG & Vector Search ⚡ AI Lesson
LangChain Retrieval QA with Instructor Embeddings & ChromaDB for PDFs
Sam Witteveen Intermediate 3y ago
A Day in the Life of a Proompt Engineer
RAG & Vector Search
A Day in the Life of a Proompt Engineer
Fireship Beginner 3y ago
How to Chat with HUNDREDS of Files (500+ Hormozi Podcasts)
RAG & Vector Search
How to Chat with HUNDREDS of Files (500+ Hormozi Podcasts)
Liam Ottley Intermediate 3y ago
unique_ptr is NOT just for heap allocations | custom deleters
RAG & Vector Search
unique_ptr is NOT just for heap allocations | custom deleters
mCoding Beginner 3y ago
Resume Glow-Up: Highlighting Your Transferable Skills
RAG & Vector Search ⚡ AI Lesson
Resume Glow-Up: Highlighting Your Transferable Skills
SANS Institute Intermediate 3y ago
The Biggest Misconception about Embeddings
RAG & Vector Search
The Biggest Misconception about Embeddings
ritvikmath Intermediate 3y ago
Step-by-Step Guide to Building a Movie Selector App using JavaScript and API
RAG & Vector Search
Step-by-Step Guide to Building a Movie Selector App using JavaScript and API
Scrimba Beginner 3y ago
Oxford Strategic Management Executive Programme
RAG & Vector Search
Oxford Strategic Management Executive Programme
Saïd Business School, University of Oxford Beginner 3y ago
How to use Amazon S3 Batch Operations
RAG & Vector Search ⚡ AI Lesson
How to use Amazon S3 Batch Operations
AWS Developers Intermediate 3y ago
【THE OUTLAST TRIALS】 Surviving with Calli, Kronii, & Gura!
RAG & Vector Search ⚡ AI Lesson
【THE OUTLAST TRIALS】 Surviving with Calli, Kronii, & Gura!
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【Superchat Catch Up】 Catching up after break!! Reading supas and chatting the day away
RAG & Vector Search
【Superchat Catch Up】 Catching up after break!! Reading supas and chatting the day away
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【KU100 ASMR】 Onomatopoeia & fluffy ASMR triggers ♡ Whispers, ear cleaning, brushing
RAG & Vector Search
【KU100 ASMR】 Onomatopoeia & fluffy ASMR triggers ♡ Whispers, ear cleaning, brushing
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【MINECRAFT】 Kirin is back! Let's work on the tree!
RAG & Vector Search
【MINECRAFT】 Kirin is back! Let's work on the tree!
Ceres Fauna Ch. hololive-EN Beginner 2y ago
a universe alone
RAG & Vector Search
a universe alone
Ceres Fauna Ch. hololive-EN Beginner 2y ago
The cat when no one is home:
RAG & Vector Search
The cat when no one is home:
Ceres Fauna Ch. hololive-EN Beginner 2y ago
POV: you asked for headpats
RAG & Vector Search
POV: you asked for headpats
Ceres Fauna Ch. hololive-EN Beginner 2y ago
What are these ants doing?
RAG & Vector Search ⚡ AI Lesson
What are these ants doing?
Ceres Fauna Ch. hololive-EN Beginner 3y ago
Who is she?
RAG & Vector Search
Who is she?
Ceres Fauna Ch. hololive-EN Beginner 3y ago
VTuber Fanservice Speedrun Any%
RAG & Vector Search
VTuber Fanservice Speedrun Any%
Ceres Fauna Ch. hololive-EN Beginner 3y ago
【HITMAN 3】 The last thing you see before you perish [HARDCORE FREELANCER]
RAG & Vector Search ⚡ AI Lesson
【HITMAN 3】 The last thing you see before you perish [HARDCORE FREELANCER]
Ceres Fauna Ch. hololive-EN Beginner 3y ago
【Pro Gymnast Simulator】 Absurd physics based gymnastics simulator
RAG & Vector Search
【Pro Gymnast Simulator】 Absurd physics based gymnastics simulator
Ceres Fauna Ch. hololive-EN Beginner 3y ago
【KU100 ASMR】 Maid ASMR ♡ Brushing and washing your hair!
RAG & Vector Search
【KU100 ASMR】 Maid ASMR ♡ Brushing and washing your hair!
Ceres Fauna Ch. hololive-EN Beginner 3y ago
URGENT: Lisa Nichols Reveals How Saying 'YES' to Your Own Success Will Transform You!
RAG & Vector Search
URGENT: Lisa Nichols Reveals How Saying 'YES' to Your Own Success Will Transform You!
Evan Carmichael Beginner 3y ago
【MINECRAFT】 My tree shall blot out the sun
RAG & Vector Search
【MINECRAFT】 My tree shall blot out the sun
Ceres Fauna Ch. hololive-EN Beginner 3y ago
【SUPER MARIO MAKER 2】 Kirin attempts to create a level from hell of her own design
RAG & Vector Search
【SUPER MARIO MAKER 2】 Kirin attempts to create a level from hell of her own design
Ceres Fauna Ch. hololive-EN Beginner 3y ago
Vector Databases simply explained! (Embeddings & Indexes)
RAG & Vector Search
Vector Databases simply explained! (Embeddings & Indexes)
AssemblyAI Beginner 3y ago
【SUPER MARIO MAKER 2】 LAST CHANCE TO TRAIN BEFORE THE TOURNAMENT (Day 2)
RAG & Vector Search
【SUPER MARIO MAKER 2】 LAST CHANCE TO TRAIN BEFORE THE TOURNAMENT (Day 2)
Ceres Fauna Ch. hololive-EN Beginner 3y ago
【SUPER MARIO MAKER 2】 Kirin plays impossible Mario levels to try to get good in 2 days (Day 1)
RAG & Vector Search
【SUPER MARIO MAKER 2】 Kirin plays impossible Mario levels to try to get good in 2 days (Day 1)
Ceres Fauna Ch. hololive-EN Beginner 3y ago
【OFF COLLAB】 Kronii + Fauna + 1000x Sensitivity Microphone 【KU100 ASMR?】
RAG & Vector Search
【OFF COLLAB】 Kronii + Fauna + 1000x Sensitivity Microphone 【KU100 ASMR?】
Ceres Fauna Ch. hololive-EN Beginner 3y ago
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