Core AI

RAG & Vector Search

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

4,910
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
Intro to ChromaDB | Vector Database
RAG & Vector Search
Intro to ChromaDB | Vector Database
Code with Irtiza Beginner 1y ago
Bad Intentions or Just Jokes? Gracious Grizzly’s Prank Problem! | VeeFriends 🐈‍⬛
RAG & Vector Search
Bad Intentions or Just Jokes? Gracious Grizzly’s Prank Problem! | VeeFriends 🐈‍⬛
VeeFriends Cartoons Beginner 1y ago
What does it take to build a Realistic RAG in 2025? | AI & ML Monthly
RAG & Vector Search ⚡ AI Lesson
What does it take to build a Realistic RAG in 2025? | AI & ML Monthly
Daniel Bourke Beginner 1y ago
We saw some of the training and capabilities of the US #Army Special Ops Forces at #FortBragg.
RAG & Vector Search
We saw some of the training and capabilities of the US #Army Special Ops Forces at #FortBragg.
Business Insider Advanced 1y ago
Why Deadlifting 505 Kilograms Is Almost Impossible | The Limit | Business Insider
RAG & Vector Search ⚡ AI Lesson
Why Deadlifting 505 Kilograms Is Almost Impossible | The Limit | Business Insider
Business Insider Intermediate 1y ago
Amazon’s Nova Sonic Understands How You Speak
RAG & Vector Search
Amazon’s Nova Sonic Understands How You Speak
Analytics Vidhya Intermediate 1y ago
Secure Your AI Journey: Cloud WAN & Broadcom Enterprise-Grade Security
RAG & Vector Search
Secure Your AI Journey: Cloud WAN & Broadcom Enterprise-Grade Security
Google Cloud Beginner 1y ago
Look, I get it. ⁠⁠🫣 Putting yourself  out there is uncomfortable. ⁠But what if…
RAG & Vector Search ⚡ AI Lesson
Look, I get it. ⁠⁠🫣 Putting yourself out there is uncomfortable. ⁠But what if…
Alex Cattoni Beginner 1y ago
Reputation Lag Attack - Computerphile
RAG & Vector Search ⚡ AI Lesson
Reputation Lag Attack - Computerphile
Computerphile Beginner 1y ago
Should You Keep Switching Jobs For Hikes? (Hint: NO!)
RAG & Vector Search
Should You Keep Switching Jobs For Hikes? (Hint: NO!)
Full Disclosure Beginner 1y ago
Secret to Land Your Dream Job Faster! 🚀
RAG & Vector Search
Secret to Land Your Dream Job Faster! 🚀
GeeksforGeeks Beginner 1y ago
Vector Databases Explained: Everything you need to know!
RAG & Vector Search
Vector Databases Explained: Everything you need to know!
Logical Lenses Beginner 1y ago
The epic Nordic legend of the monster slayer - Iseult Gillespie
RAG & Vector Search
The epic Nordic legend of the monster slayer - Iseult Gillespie
TED-Ed Beginner 1y ago
Decoding The Google Ads Algorithm [2025]
RAG & Vector Search
Decoding The Google Ads Algorithm [2025]
Adam Sat | Kairo Agency Beginner 1y ago
How to improve user identity with Firebase and Open Gateway Initiative (demo)
RAG & Vector Search
How to improve user identity with Firebase and Open Gateway Initiative (demo)
Google Cloud Intermediate 1y ago
Open models and open compression
RAG & Vector Search
Open models and open compression
Google for Developers Intermediate 1y ago
Embedding sustainability: Navigating challenges and driving meaningful change in organisations
RAG & Vector Search ⚡ AI Lesson
Embedding sustainability: Navigating challenges and driving meaningful change in organisations
Saïd Business School, University of Oxford Beginner 1y ago
Lec 16: Input Markets II—Labor and Capital
RAG & Vector Search ⚡ AI Lesson
Lec 16: Input Markets II—Labor and Capital
MIT OpenCourseWare Intermediate 1y ago
Lec 3: Budget Constraints and Constrained Choice
RAG & Vector Search
Lec 3: Budget Constraints and Constrained Choice
MIT OpenCourseWare Intermediate 1y ago
How AI Helps Leaders Accelerate Business Growth
RAG & Vector Search ⚡ AI Lesson
How AI Helps Leaders Accelerate Business Growth
AI Explored Intermediate 1y ago
How to Build a Local AI Agent With Python (Ollama, LangChain & RAG)
RAG & Vector Search ⚡ AI Lesson
How to Build a Local AI Agent With Python (Ollama, LangChain & RAG)
Tech With Tim Intermediate 1y ago
Why Jordan Belfort's Communication Skills Crush Every Other Sales Strategy
RAG & Vector Search
Why Jordan Belfort's Communication Skills Crush Every Other Sales Strategy
Evan Carmichael Intermediate 1y ago
OpenAI Embedding Models Explained: Ada-002 vs Davinci, Babbage, and Curie | Best Use Cases
RAG & Vector Search
OpenAI Embedding Models Explained: Ada-002 vs Davinci, Babbage, and Curie | Best Use Cases
cholakovit Beginner 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
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
How To Add AI Chatbot To Squarespace
RAG & Vector Search
How To Add AI Chatbot To Squarespace
Internet Bob Beginner 1y ago
Sentence Transformers Explained: SBERT, MiniLM, RoBERTa + Benchmarking & Model Comparison!
RAG & Vector Search
Sentence Transformers Explained: SBERT, MiniLM, RoBERTa + Benchmarking & Model Comparison!
cholakovit Advanced 1y ago
Here's the real reason egg prices have reached a record average of $6 a dozen. #birdflu #eggs #cows
RAG & Vector Search
Here's the real reason egg prices have reached a record average of $6 a dozen. #birdflu #eggs #cows
Business Insider Intermediate 1y ago
Why Expensive Eggs Are a Bigger Problem Than You Think | So Expensive | Business Insider
RAG & Vector Search
Why Expensive Eggs Are a Bigger Problem Than You Think | So Expensive | Business Insider
Business Insider Beginner 1y ago
Lec 4: Demand Curves and Income/Substitution Effects
RAG & Vector Search
Lec 4: Demand Curves and Income/Substitution Effects
MIT OpenCourseWare Intermediate 1y ago
Lec 12: Monopoly II
RAG & Vector Search ⚡ AI Lesson
Lec 12: Monopoly II
MIT OpenCourseWare Intermediate 1y ago
Lec 19: International Trade: Welfare and Policy
RAG & Vector Search
Lec 19: International Trade: Welfare and Policy
MIT OpenCourseWare Intermediate 1y ago
Lec 25: Behavioral Economics
RAG & Vector Search
Lec 25: Behavioral Economics
MIT OpenCourseWare Intermediate 1y ago
Lec 8: Competition II
RAG & Vector Search
Lec 8: Competition II
MIT OpenCourseWare Intermediate 1y ago
Lec 2: Preferences and Utility Function
RAG & Vector Search
Lec 2: Preferences and Utility Function
MIT OpenCourseWare Intermediate 1y ago
Lec 14: Oligopoly II
RAG & Vector Search
Lec 14: Oligopoly II
MIT OpenCourseWare Intermediate 1y ago
Lec 26: Health Care Economics
RAG & Vector Search
Lec 26: Health Care Economics
MIT OpenCourseWare Intermediate 1y ago
Lec 6: Costs
RAG & Vector Search
Lec 6: Costs
MIT OpenCourseWare Advanced 1y ago
Lec 15: Input Markets I—Labor Market
RAG & Vector Search
Lec 15: Input Markets I—Labor Market
MIT OpenCourseWare Beginner 1y ago
Lec 20: Uncertainty
RAG & Vector Search
Lec 20: Uncertainty
MIT OpenCourseWare Intermediate 1y ago
Lec 21: Social Insurance
RAG & Vector Search ⚡ AI Lesson
Lec 21: Social Insurance
MIT OpenCourseWare Beginner 1y ago
Lec 13: Oligopoly I
RAG & Vector Search
Lec 13: Oligopoly I
MIT OpenCourseWare Beginner 1y ago
Session 4: Do You Really See Yourself as a Facilitative Leader?
RAG & Vector Search
Session 4: Do You Really See Yourself as a Facilitative Leader?
MIT OpenCourseWare Intermediate 1y ago
Session 1: Concepts and Theories of Facilitative Leadership in the Public Sector
RAG & Vector Search
Session 1: Concepts and Theories of Facilitative Leadership in the Public Sector
MIT OpenCourseWare 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
Facilitative Leadership in the Public Sector (Trailer)
RAG & Vector Search
Facilitative Leadership in the Public Sector (Trailer)
MIT OpenCourseWare Intermediate 1y ago
📚 Continue on Coursera External links · Free to audit
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Preprocessing Unstructured Data for LLMs and RAG Systems
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Preprocessing Unstructured Data for LLMs and RAG Systems
Opens on Coursera ↗