Core AI

RAG & Vector Search

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

5,273
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
How to build interactive Gen AI applications with Vertex AI
RAG & Vector Search
How to build interactive Gen AI applications with Vertex AI
Google Cloud Tech Intermediate 1y ago
Stop Using the Average! Here’s Why the Median is Better #data #dataanalysis  #median
RAG & Vector Search ⚡ AI Lesson
Stop Using the Average! Here’s Why the Median is Better #data #dataanalysis #median
DataCamp Intermediate 1y ago
Selective learning
RAG & Vector Search
Selective learning
General Musings with Kevin Powell Intermediate 1y ago
PLEASE Learn This Underrated Python Feature...
RAG & Vector Search ⚡ AI Lesson
PLEASE Learn This Underrated Python Feature...
Tech With Tim Intermediate 1y ago
Retrieval Augmented Generation (RAG)
RAG & Vector Search
Retrieval Augmented Generation (RAG)
Machine Learning Studio Intermediate 1y ago
How to Live with Purpose and Love | Dr. Wayne Dyer's Advice in 3.5 Hours
RAG & Vector Search
How to Live with Purpose and Love | Dr. Wayne Dyer's Advice in 3.5 Hours
Evan Carmichael Intermediate 1y ago
Master RAG with LangChain & ChromaDB: Python Tutorial for AI Beginners
RAG & Vector Search
Master RAG with LangChain & ChromaDB: Python Tutorial for AI Beginners
Bytes of AI Intermediate 1y ago
Sip & Sync With Azure - Coming soon!!
RAG & Vector Search
Sip & Sync With Azure - Coming soon!!
Microsoft Developer Intermediate 1y ago
Is productivity a lie?
RAG & Vector Search
Is productivity a lie?
General Musings with Kevin Powell Intermediate 1y ago
The State of Reasoning — from Nathan Lambert, Interconnects/AI2 [LS Live @ NeurIPS 2024]
RAG & Vector Search ⚡ AI Lesson
The State of Reasoning — from Nathan Lambert, Interconnects/AI2 [LS Live @ NeurIPS 2024]
Latent Space Intermediate 1y ago
An Olympian Turned Ola Driver!
RAG & Vector Search
An Olympian Turned Ola Driver!
Full Disclosure Intermediate 1y ago
#271 Creating High Quality AI Applications | Theresa Parker & Sudhi Balan, Rocket Software
RAG & Vector Search ⚡ AI Lesson
#271 Creating High Quality AI Applications | Theresa Parker & Sudhi Balan, Rocket Software
DataCamp Intermediate 1y ago
How You Can Embrace Unwavering Love | Lessons from Dr. Wayne Dyer in 3 Hours
RAG & Vector Search ⚡ AI Lesson
How You Can Embrace Unwavering Love | Lessons from Dr. Wayne Dyer in 3 Hours
Evan Carmichael Intermediate 1y ago
RAG for VPs of AI: Jerry Liu
RAG & Vector Search ⚡ AI Lesson
RAG for VPs of AI: Jerry Liu
AI Engineer Intermediate 1y ago
NVIDIA AI Assistant: Your 24/7 Customer Service Revolution
RAG & Vector Search ⚡ AI Lesson
NVIDIA AI Assistant: Your 24/7 Customer Service Revolution
Mervin Praison Intermediate 1y ago
This is how natural perfume is made in India. #perfume #fragrance #India
RAG & Vector Search ⚡ AI Lesson
This is how natural perfume is made in India. #perfume #fragrance #India
Business Insider Intermediate 1y ago
Why DevOps & MLOps Should Focus on People Over Technology // Harcharan Kabbay // Podcast #256 shorts
RAG & Vector Search ⚡ AI Lesson
Why DevOps & MLOps Should Focus on People Over Technology // Harcharan Kabbay // Podcast #256 shorts
MLOps.community Intermediate 1y ago
Data Quality is Key  Building a Better RAG System
RAG & Vector Search ⚡ AI Lesson
Data Quality is Key Building a Better RAG System
MLOps.community Intermediate 1y ago
Why Multiple Databases Matter - Insights from Andy Pavlo #database
RAG & Vector Search
Why Multiple Databases Matter - Insights from Andy Pavlo #database
Data Science Dojo Intermediate 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
Who Taught Who? Dog’s Bragging Gone Too Far! #FriendshipFails
RAG & Vector Search
Who Taught Who? Dog’s Bragging Gone Too Far! #FriendshipFails
VeeFriends Cartoons Intermediate 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
Your 'Secure' Cloud Storage Is a Lie
RAG & Vector Search ⚡ AI Lesson
Your 'Secure' Cloud Storage Is a Lie
Jack Rhysider 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
OpenSearch: How the Project Went from Fork to Foundation
RAG & Vector Search
OpenSearch: How the Project Went from Fork to Foundation
The New Stack Intermediate 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
So passen Sie die EU-DSGVO-Datenablaufeinstellungen an
RAG & Vector Search
So passen Sie die EU-DSGVO-Datenablaufeinstellungen an
MonsterInsights Intermediate 1y ago
2026 OE Global Conference Announcement
RAG & Vector Search
2026 OE Global Conference Announcement
MIT OpenCourseWare Intermediate 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
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
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
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
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
Kindness vs. Competition - Grizzly Finds His Courage! #KindnessOverBragging #StandUpWithGrizzly
RAG & Vector Search
Kindness vs. Competition - Grizzly Finds His Courage! #KindnessOverBragging #StandUpWithGrizzly
VeeFriends Cartoons Intermediate 1y ago
Bounded Differences Inequality (aka Azuma-Hoeffding Inequality)
RAG & Vector Search ⚡ AI Lesson
Bounded Differences Inequality (aka Azuma-Hoeffding Inequality)
MIT OpenCourseWare Intermediate 1y ago
If You Had MORE Confidence: Here’s How People Changed Their Lives!
RAG & Vector Search ⚡ AI Lesson
If You Had MORE Confidence: Here’s How People Changed Their Lives!
Evan Carmichael Intermediate 1y ago
The Power of Letting Go: Dr. Wayne Dyer’s Life-Changing Wisdom
RAG & Vector Search
The Power of Letting Go: Dr. Wayne Dyer’s Life-Changing Wisdom
Evan Carmichael Intermediate 1y ago
Positive Thinking DOESN'T Matter... But THIS Does | Zig Ziglar
RAG & Vector Search
Positive Thinking DOESN'T Matter... But THIS Does | Zig Ziglar
Evan Carmichael 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
RAG with LangChain on Google Cloud
RAG & Vector Search
RAG with LangChain on Google Cloud
Google Cloud Tech Intermediate 1y ago
Linearity of Expectations
RAG & Vector Search ⚡ AI Lesson
Linearity of Expectations
MIT OpenCourseWare Intermediate 1y ago
Extremal Set Theory: Sperner's Theorem
RAG & Vector Search
Extremal Set Theory: Sperner's Theorem
MIT OpenCourseWare Intermediate 1y ago
Lower Bounds to Ramsey Numbers
RAG & Vector Search
Lower Bounds to Ramsey Numbers
MIT OpenCourseWare Intermediate 1y ago
Markov, Chebyshev, and Chernoff
RAG & Vector Search
Markov, Chebyshev, and Chernoff
MIT OpenCourseWare Intermediate 1y ago
Threshold for a Random Graph to Contain a Triangle
RAG & Vector Search
Threshold for a Random Graph to Contain a Triangle
MIT OpenCourseWare Intermediate 1y ago
Independent Sets and Turán's Theorem
RAG & Vector Search ⚡ AI Lesson
Independent Sets and Turán's Theorem
MIT OpenCourseWare Intermediate 1y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
MCP - Model Content Protocol
📚 Coursera Course ↗
Self-paced
MCP - Model Content Protocol
Opens on Coursera ↗
Getting Started with NetApp Cloud Manager & Cloud Volumes ONTAP for Google Cloud
📚 Coursera Course ↗
Self-paced
Getting Started with NetApp Cloud Manager & Cloud Volumes ONTAP for Google Cloud
Opens on Coursera ↗
Intermediate Oracle Database Administration
📚 Coursera Course ↗
Self-paced
Intermediate Oracle Database Administration
Opens on Coursera ↗
Advanced Django: Introduction to Django Rest Framework
📚 Coursera Course ↗
Self-paced
Advanced Django: Introduction to Django Rest Framework
Opens on Coursera ↗
Developing a Winning Marketing Strategy
📚 Coursera Course ↗
Self-paced
Developing a Winning Marketing Strategy
Opens on Coursera ↗
Introduction to Personal Branding
📚 Coursera Course ↗
Self-paced
Introduction to Personal Branding
Opens on Coursera ↗