Core AI

RAG & Vector Search

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

4,911
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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The Godfauna
RAG & Vector Search
The Godfauna
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Multimodal RAG: A Beginner-friendly Guide (with Python Code)
RAG & Vector Search
Multimodal RAG: A Beginner-friendly Guide (with Python Code)
Shaw Talebi Beginner 1y ago
How AI Transformed Google Search : The Weaviate Journey #podcast
RAG & Vector Search
How AI Transformed Google Search : The Weaviate Journey #podcast
Data Science Dojo Intermediate 1y ago
Virtue Foundation leverages the Databricks Data Intelligence Platform to advance global health
RAG & Vector Search ⚡ AI Lesson
Virtue Foundation leverages the Databricks Data Intelligence Platform to advance global health
Databricks Beginner 1y ago
Tkinter Designer: Modern GUIs with Drag & Drop
RAG & Vector Search ⚡ AI Lesson
Tkinter Designer: Modern GUIs with Drag & Drop
NeuralNine Beginner 1y ago
【Family Feud】 PUT ME IN, I KNOW THE ANSWER
RAG & Vector Search ⚡ AI Lesson
【Family Feud】 PUT ME IN, I KNOW THE ANSWER
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Lecture 21: Introduction to Nonequilibrium Theory; Onsager Reciprocity and Maximum Entropy...
RAG & Vector Search ⚡ AI Lesson
Lecture 21: Introduction to Nonequilibrium Theory; Onsager Reciprocity and Maximum Entropy...
MIT OpenCourseWare Beginner 1y ago
Lecture 22: Definition of “Heat&Diffusion” Interaction; Diffusive and Convective Fluxes
RAG & Vector Search ⚡ AI Lesson
Lecture 22: Definition of “Heat&Diffusion” Interaction; Diffusive and Convective Fluxes
MIT OpenCourseWare Beginner 1y ago
Fast-tracking your AI Career with Kaggle
RAG & Vector Search
Fast-tracking your AI Career with Kaggle
Google for Developers Beginner 1y ago
Vector Database Optimization with n8n: Metadata, Text Splitting, & Embeddings
RAG & Vector Search ⚡ AI Lesson
Vector Database Optimization with n8n: Metadata, Text Splitting, & Embeddings
Nate Herk | AI Automation Beginner 1y ago
10x better database searches using OpenAI and PostgreSQL
RAG & Vector Search ⚡ AI Lesson
10x better database searches using OpenAI and PostgreSQL
Underfitted Intermediate 1y ago
Building and Deploying a Financial RAG Agent over Google Drive (LlamaCloud + LlamaIndex Workflows!)
RAG & Vector Search
Building and Deploying a Financial RAG Agent over Google Drive (LlamaCloud + LlamaIndex Workflows!)
LlamaIndex Intermediate 1y ago
How To Make Money From Python - A Complete Guide
RAG & Vector Search ⚡ AI Lesson
How To Make Money From Python - A Complete Guide
Tech With Tim Intermediate 1y ago
Integrating RAG with a Knowledge Graph: Step-by-Step Guide
RAG & Vector Search ⚡ AI Lesson
Integrating RAG with a Knowledge Graph: Step-by-Step Guide
AppliedAI Beginner 1y ago
Perfection Can Be The Enemy Of Progress | Business Insider
RAG & Vector Search
Perfection Can Be The Enemy Of Progress | Business Insider
Business Insider Beginner 1y ago
What Are Knowledge Graphs and How Do They Relate to LLMs?
RAG & Vector Search
What Are Knowledge Graphs and How Do They Relate to LLMs?
AppliedAI Intermediate 1y ago
Exciting Innovations in AI Native Infrastructure #ai #startup
RAG & Vector Search
Exciting Innovations in AI Native Infrastructure #ai #startup
Data Science Dojo Beginner 1y ago
Using RAG expansion to improve model speed and accuracy
RAG & Vector Search
Using RAG expansion to improve model speed and accuracy
Google Cloud Tech Beginner 1y ago
Learn Hybrid Search with Vertex AI Vector Search
RAG & Vector Search
Learn Hybrid Search with Vertex AI Vector Search
Google Cloud Tech Beginner 1y ago
ActionIQ enables businesses to unlock customer data with the Databricks Data Intelligence Platform
RAG & Vector Search ⚡ AI Lesson
ActionIQ enables businesses to unlock customer data with the Databricks Data Intelligence Platform
Databricks Beginner 1y ago
So passen Sie die EU-DSGVO-Datenablaufeinstellungen an
RAG & Vector Search
So passen Sie die EU-DSGVO-Datenablaufeinstellungen an
MonsterInsights Intermediate 1y ago
Stop WordPress from Overloading Your Site with Images!
RAG & Vector Search
Stop WordPress from Overloading Your Site with Images!
Rank Math SEO Beginner 1y ago
No.1 Toxicologist: These Products Were Making Me Infertile And Are Harming Our Kids!
RAG & Vector Search
No.1 Toxicologist: These Products Were Making Me Infertile And Are Harming Our Kids!
The Diary Of A CEO Beginner 1y ago
Encoder-Only Transformers (like BERT) for RAG, Clearly Explained!!!
RAG & Vector Search ⚡ AI Lesson
Encoder-Only Transformers (like BERT) for RAG, Clearly Explained!!!
StatQuest (Josh Starmer) Beginner 1y ago
How to build offline-first Android Apps with FHIR Engine
RAG & Vector Search
How to build offline-first Android Apps with FHIR Engine
Google for Developers Beginner 1y ago
How these #farmers use foil and unique harvest methods to produce white asparagus. #Food #Asparagus
RAG & Vector Search ⚡ AI Lesson
How these #farmers use foil and unique harvest methods to produce white asparagus. #Food #Asparagus
Business Insider Intermediate 1y ago
Building the ultimate chatbot on your own data with Azure SQL and Semantic | Data Exposed
RAG & Vector Search ⚡ AI Lesson
Building the ultimate chatbot on your own data with Azure SQL and Semantic | Data Exposed
Microsoft Developer Beginner 1y ago
How To Craft An Elite Career | Lenny & Friends Summit 2024
RAG & Vector Search ⚡ AI Lesson
How To Craft An Elite Career | Lenny & Friends Summit 2024
Lenny's Podcast Intermediate 1y ago
The one thing that sets a good developer apart from an average one.
RAG & Vector Search ⚡ AI Lesson
The one thing that sets a good developer apart from an average one.
Tech With Tim Intermediate 1y ago
Ugly History: The Armenian Genocide - Ümit Kurt
RAG & Vector Search
Ugly History: The Armenian Genocide - Ümit Kurt
TED-Ed Beginner 1y ago
Building a RAG Application in Minutes With NVIDIA RTX Virtual Workstation
RAG & Vector Search
Building a RAG Application in Minutes With NVIDIA RTX Virtual Workstation
NVIDIA Developer Intermediate 1y ago
Why Your RAG System Is Broken, and How to Fix It with Jason Liu - 709
RAG & Vector Search ⚡ AI Lesson
Why Your RAG System Is Broken, and How to Fix It with Jason Liu - 709
The TWIML AI Podcast with Sam Charrington Intermediate 1y ago
Do you have nothing to show in you resume? Hack!
RAG & Vector Search
Do you have nothing to show in you resume? Hack!
Full Disclosure Intermediate 1y ago
Pgai Tutorial - Vector Embeddings in PostgreSQL Made Easy
RAG & Vector Search ⚡ AI Lesson
Pgai Tutorial - Vector Embeddings in PostgreSQL Made Easy
Dave Ebbelaar Beginner 1y ago
Five puzzles for thinking outside the box
RAG & Vector Search
Five puzzles for thinking outside the box
3Blue1Brown Beginner 1y ago
【L.A. Noire】 No Nonsense November is over, you know what that means | #4
RAG & Vector Search
【L.A. Noire】 No Nonsense November is over, you know what that means | #4
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Saying hi to all 914,434 of my subscribers*
RAG & Vector Search
Saying hi to all 914,434 of my subscribers*
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Grunn】 This Gnome Gardening Game Isn't What It Seems
RAG & Vector Search
【Grunn】 This Gnome Gardening Game Isn't What It Seems
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【L.A. Noire】 Fear not, the city is safe in my capable hands! | #2
RAG & Vector Search
【L.A. Noire】 Fear not, the city is safe in my capable hands! | #2
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Silent Hill 2】 Is that TRIANGULAR PRISM HEAD?! (spoilers) (please save us)
RAG & Vector Search
【Silent Hill 2】 Is that TRIANGULAR PRISM HEAD?! (spoilers) (please save us)
Ceres Fauna Ch. hololive-EN Beginner 1y ago
New "task type" embedding from the DeepMind team improves RAG search quality
RAG & Vector Search
New "task type" embedding from the DeepMind team improves RAG search quality
Google Cloud Tech Beginner 1y ago
Free coffee? Creating Loyalty Cards for Google Wallet
RAG & Vector Search
Free coffee? Creating Loyalty Cards for Google Wallet
Google for Developers Intermediate 1y ago
RAG vs Model tuning vs Large prompt window
RAG & Vector Search
RAG vs Model tuning vs Large prompt window
Google Cloud Tech Intermediate 1y ago
She wants to be a cryptid so bad
RAG & Vector Search
She wants to be a cryptid so bad
Ceres Fauna Ch. hololive-EN Beginner 1y ago
RAG Practical Challenges
RAG & Vector Search
RAG Practical Challenges
AppliedAI Intermediate 1y ago
JavaScript Speed Course - Learn JavaScript in ~75 Minutes
RAG & Vector Search ⚡ AI Lesson
JavaScript Speed Course - Learn JavaScript in ~75 Minutes
Tech With Tim Beginner 1y ago
Addicted to those subtle foreshadowing videos
RAG & Vector Search
Addicted to those subtle foreshadowing videos
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Silent Hill 2】 Fauna + Gigi VS classic horror (spoilers) (please save us)
RAG & Vector Search ⚡ AI Lesson
【Silent Hill 2】 Fauna + Gigi VS classic horror (spoilers) (please save us)
Ceres Fauna Ch. hololive-EN Beginner 1y ago
📚 Continue on Coursera External links · Free to audit
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HelixDB From Zero
📚 External: Coursera ↗
Self-paced
HelixDB From Zero
Opens on Coursera ↗
Retrieval Augmented Generation (RAG)
📚 External: Coursera ↗
Self-paced
Retrieval Augmented Generation (RAG)
Opens on Coursera ↗
AI Memory Systems: Production RAG Pipelines with n8n
📚 External: Coursera ↗
Self-paced
AI Memory Systems: Production RAG Pipelines with n8n
Opens on Coursera ↗
Building Applications with Vector Databases
📚 External: Coursera ↗
Self-paced
Building Applications with Vector Databases
Opens on Coursera ↗
Manage Data in Chroma
📚 External: Coursera ↗
Self-paced
Manage Data in Chroma
Opens on Coursera ↗
Master Retrieval-Augmented Generation (RAG) Systems
📚 External: Coursera ↗
Self-paced
Master Retrieval-Augmented Generation (RAG) Systems
Opens on Coursera ↗