Core AI

RAG & Vector Search

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

5,308
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 5,121 Reads 187
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
Average Person Attempts The Viral Ashton Hall Morning Routine | Business Insider
RAG & Vector Search
Average Person Attempts The Viral Ashton Hall Morning Routine | Business Insider
Business Insider Intermediate 1y ago
Invitation to CS50x Puzzle Day 2025
RAG & Vector Search
Invitation to CS50x Puzzle Day 2025
CS50 Beginner 1y ago
LinkedIn Ads - Beta Feature: Buyer Groups
RAG & Vector Search ⚡ AI Lesson
LinkedIn Ads - Beta Feature: Buyer Groups
Influent Social Intermediate 1y ago
Vector-enabled databases: unlock semantic search!
RAG & Vector Search
Vector-enabled databases: unlock semantic search!
Google Cloud Intermediate 1y ago
Mobile Cloud for the AI Enterprise: Highway 9 & Google Cloud Solution
RAG & Vector Search
Mobile Cloud for the AI Enterprise: Highway 9 & Google Cloud Solution
Google Cloud Beginner 1y ago
AI Dev 25 | Krishna Sridhar: Shifting Paradigms—The Move of AI's Center of Gravity to Edge Devices
RAG & Vector Search
AI Dev 25 | Krishna Sridhar: Shifting Paradigms—The Move of AI's Center of Gravity to Edge Devices
DeepLearningAI Intermediate 1y ago
Facilitative Leadership in the Public Sector (Trailer)
RAG & Vector Search
Facilitative Leadership in the Public Sector (Trailer)
MIT OpenCourseWare Intermediate 1y ago
Epic Gaming Fun… or Total Rage?! 🤯😂
RAG & Vector Search
Epic Gaming Fun… or Total Rage?! 🤯😂
VeeFriends Cartoons Intermediate 1y ago
Life Changing LESSONS You Need to Learn Before It's TOO LATE!
RAG & Vector Search
Life Changing LESSONS You Need to Learn Before It's TOO LATE!
Evan Carmichael Intermediate 1y ago
The Spiritual Truth You’ve Been Searching For | Uncover the Peace Inside
RAG & Vector Search
The Spiritual Truth You’ve Been Searching For | Uncover the Peace Inside
Evan Carmichael Beginner 1y ago
Beyond Keywords: A Hands-on Guide to Modern Semantic Search Techniques
RAG & Vector Search
Beyond Keywords: A Hands-on Guide to Modern Semantic Search Techniques
Analytics Vidhya Intermediate 1y ago
Get Data Into Databricks - Batch Inference
RAG & Vector Search ⚡ AI Lesson
Get Data Into Databricks - Batch Inference
Databricks Beginner 1y ago
Get Data Into Databricks - Vector Search on Mosaic AI
RAG & Vector Search ⚡ AI Lesson
Get Data Into Databricks - Vector Search on Mosaic AI
Databricks Beginner 1y ago
Faster Training, Better Intents | RAG Intent Recognition: Explained
RAG & Vector Search ⚡ AI Lesson
Faster Training, Better Intents | RAG Intent Recognition: Explained
Voiceflow Beginner 1y ago
AI-Driven Teams: How to Transform Your Workforce
RAG & Vector Search ⚡ AI Lesson
AI-Driven Teams: How to Transform Your Workforce
AI Explored Beginner 1y ago
OpenAI Responses API: EASY Beginners Tutorial in 14 Mins!
RAG & Vector Search
OpenAI Responses API: EASY Beginners Tutorial in 14 Mins!
Mervin Praison Beginner 1y ago
3 Must-Know Open-Source RAG Frameworks
RAG & Vector Search ⚡ AI Lesson
3 Must-Know Open-Source RAG Frameworks
Analytics Vidhya Intermediate 1y ago
Using Open Source & Closed Source Embedding Model with Weaviate
RAG & Vector Search
Using Open Source & Closed Source Embedding Model with Weaviate
Data Science Dojo Intermediate 1y ago
AI Quick Tip: Supercharge Your Schedule with AI and Reclaim Your Time!
RAG & Vector Search
AI Quick Tip: Supercharge Your Schedule with AI and Reclaim Your Time!
Coursera Beginner 1y ago
How to Choose an Embedding Model?
RAG & Vector Search ⚡ AI Lesson
How to Choose an Embedding Model?
Data Science Dojo Beginner 1y ago
Once a pitaya is picked, time is of the essence. #Dragonfruit #Fruit #Foodie
RAG & Vector Search
Once a pitaya is picked, time is of the essence. #Dragonfruit #Fruit #Foodie
Business Insider Intermediate 1y ago
What is M-commerce?
RAG & Vector Search ⚡ AI Lesson
What is M-commerce?
Learn With Shopify Beginner 1y ago
My 5 "Clean" Code Principles (Start These Now)
RAG & Vector Search ⚡ AI Lesson
My 5 "Clean" Code Principles (Start These Now)
Tech With Tim Beginner 1y ago
Competition Gets INTENSE!⚡| VeeFriends 🐈‍⬛ | Full Episodes
RAG & Vector Search
Competition Gets INTENSE!⚡| VeeFriends 🐈‍⬛ | Full Episodes
VeeFriends Cartoons Intermediate 1y ago
Did Lovable Kill Webflow?
RAG & Vector Search
Did Lovable Kill Webflow?
Flux Academy Beginner 1y ago
PLEASE Master These 3 Software Design Principles...
RAG & Vector Search ⚡ AI Lesson
PLEASE Master These 3 Software Design Principles...
Tech With Tim Beginner 1y ago
Building AI vs Traditional Tech: CEOs Spill the Tea
RAG & Vector Search
Building AI vs Traditional Tech: CEOs Spill the Tea
AssemblyAI Beginner 1y ago
Develop with Looker Embedding
RAG & Vector Search
Develop with Looker Embedding
Google Cloud Tech Beginner 1y ago
99% of people overcomplicate making money online (It’s actually easy)
RAG & Vector Search ⚡ AI Lesson
99% of people overcomplicate making money online (It’s actually easy)
HelpBnk Beginner 1y ago
How to Build Your MBA Profile in 2 Months!
RAG & Vector Search
How to Build Your MBA Profile in 2 Months!
Full Disclosure Intermediate 1y ago
🧠 Problem: Too much data for embedding? 🤯🧩 Solution: Chunk your data! ✂️
RAG & Vector Search
🧠 Problem: Too much data for embedding? 🤯🧩 Solution: Chunk your data! ✂️
Google Cloud Tech Intermediate 1y ago
Roadmap to become Data scientist in 2025 Episode#02 -Podcast with AI Coach John
RAG & Vector Search
Roadmap to become Data scientist in 2025 Episode#02 -Podcast with AI Coach John
AI Coach John (Tamil) Intermediate 1y ago
Join us in RAG Time this March!
RAG & Vector Search
Join us in RAG Time this March!
Microsoft Developer Beginner 1y ago
Explaining RAG in under 5 minutes
RAG & Vector Search
Explaining RAG in under 5 minutes
Annie Sexton Beginner 1y ago
Graph RAG Evolved: PathRAG (Relational Reasoning Paths)
RAG & Vector Search ⚡ AI Lesson
Graph RAG Evolved: PathRAG (Relational Reasoning Paths)
Discover AI Advanced 1y ago
Terence Tao continuing history’s cleverest cosmological measurements
RAG & Vector Search ⚡ AI Lesson
Terence Tao continuing history’s cleverest cosmological measurements
3Blue1Brown Beginner 1y ago
Disney Got Sued Over Frozen?! ❄️⚖️ #shorts
RAG & Vector Search
Disney Got Sued Over Frozen?! ❄️⚖️ #shorts
Jacky Chou from Indexsy Intermediate 1y ago
New Way Now: Revionics leverages Google Cloud Consulting to Advance Retail Pricing AI
RAG & Vector Search
New Way Now: Revionics leverages Google Cloud Consulting to Advance Retail Pricing AI
Google Cloud Beginner 1y ago
Xometry and Google Cloud Consulting: Revolutionizing Custom Manufacturing
RAG & Vector Search
Xometry and Google Cloud Consulting: Revolutionizing Custom Manufacturing
Google Cloud Intermediate 1y ago
How to Silence the Voice in Your Head – Eckhart Tolle’s Step-by-Step Guide!
RAG & Vector Search
How to Silence the Voice in Your Head – Eckhart Tolle’s Step-by-Step Guide!
Evan Carmichael Beginner 1y ago
Gemini in BigQuery learning path
RAG & Vector Search
Gemini in BigQuery learning path
Google Cloud Beginner 1y ago
Bob van Lujit Talks About How AI Is A Wild Mix Of Art, Science, Engineering & Design #ai #podcast
RAG & Vector Search
Bob van Lujit Talks About How AI Is A Wild Mix Of Art, Science, Engineering & Design #ai #podcast
Data Science Dojo Advanced 1y ago
Enterprise AI: Jay Alammar's Take On Choosing Between RAG and Fine-Tuning #rag #finetuning #podcast
RAG & Vector Search
Enterprise AI: Jay Alammar's Take On Choosing Between RAG and Fine-Tuning #rag #finetuning #podcast
Data Science Dojo Advanced 1y ago
Master Machine Learning: Optimize Model Costs and Performance
RAG & Vector Search
Master Machine Learning: Optimize Model Costs and Performance
Data Science Dojo Intermediate 1y ago
10 POWERFUL Life Lessons from Muhammad Ali! (How to THINK BIG and Win)
RAG & Vector Search ⚡ AI Lesson
10 POWERFUL Life Lessons from Muhammad Ali! (How to THINK BIG and Win)
Evan Carmichael Intermediate 1y ago
What Is Uncanny Valley Phenomenon? Bob van Lujit, CEO Of Weaviate, Explains
RAG & Vector Search ⚡ AI Lesson
What Is Uncanny Valley Phenomenon? Bob van Lujit, CEO Of Weaviate, Explains
Data Science Dojo Beginner 1y ago
3 Python Developer Roadmaps - That Actually Work...
RAG & Vector Search ⚡ AI Lesson
3 Python Developer Roadmaps - That Actually Work...
Tech With Tim Beginner 1y ago
Retrieval, rerankers, and RAG tips and tricks | Data Brew | Episode 39
RAG & Vector Search ⚡ AI Lesson
Retrieval, rerankers, and RAG tips and tricks | Data Brew | Episode 39
Databricks Advanced 1y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
CISSP Domain 2: Asset Security
📚 Coursera Course ↗
Self-paced
CISSP Domain 2: Asset Security
Opens on Coursera ↗
Writing and Editing: Structure and Organization
📚 Coursera Course ↗
Self-paced
Writing and Editing: Structure and Organization
Opens on Coursera ↗
Kubernetes Basics for DevOps
📚 Coursera Course ↗
Self-paced
Kubernetes Basics for DevOps
Opens on Coursera ↗
Elastic Cloud Infrastructure: Scaling and Automation en Français
📚 Coursera Course ↗
Self-paced
Elastic Cloud Infrastructure: Scaling and Automation en Français
Opens on Coursera ↗
Effective Programming in Scala
📚 Coursera Course ↗
Self-paced
Effective Programming in Scala
Opens on Coursera ↗
Intermediate JavaScript & OOP Concepts
📚 Coursera Course ↗
Self-paced
Intermediate JavaScript & OOP Concepts
Opens on Coursera ↗