Core AI

RAG & Vector Search

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

4,148
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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10 Leadership Questions Every Candidate Should Be Ready For
RAG & Vector Search
10 Leadership Questions Every Candidate Should Be Ready For
Coursera Intermediate 1y ago
Amazon’s First Order Was THIS Book 📦 #shorts
RAG & Vector Search
Amazon’s First Order Was THIS Book 📦 #shorts
Jacky Chou from Indexsy Intermediate 1y ago
Unlock Long-Term Memory with LangChain: Persistent Conversations Simplified - part 6
RAG & Vector Search
Unlock Long-Term Memory with LangChain: Persistent Conversations Simplified - part 6
cholakovit Intermediate 1y ago
🎯 Brag Battle Begins! + More | VeeFriends 🐈‍⬛ | Cartoon Video Compilation
RAG & Vector Search
🎯 Brag Battle Begins! + More | VeeFriends 🐈‍⬛ | Cartoon Video Compilation
VeeFriends Cartoons Intermediate 1y ago
Multimodal RAG: ColPali + Byaldi + Vision AI Models ⚡
RAG & Vector Search ⚡ AI Lesson
Multimodal RAG: ColPali + Byaldi + Vision AI Models ⚡
AI Anytime Intermediate 1y ago
The Transformation Agent: Natural Language Database Transformations
RAG & Vector Search
The Transformation Agent: Natural Language Database Transformations
Weaviate vector database Intermediate 1y ago
What are vector databases? (and why are they awesome 🤯)
RAG & Vector Search
What are vector databases? (and why are they awesome 🤯)
Annie Sexton Intermediate 1y ago
using RAG with Golang
RAG & Vector Search
using RAG with Golang
zach endrulat Intermediate 1y ago
Mortgage Rates Today: What to Expect After the Fed's May Decision | Business Insider
RAG & Vector Search
Mortgage Rates Today: What to Expect After the Fed's May Decision | Business Insider
Business Insider Intermediate 1y ago
The World Lied to You - Wayne Dyer Reveals the Truth
RAG & Vector Search ⚡ AI Lesson
The World Lied to You - Wayne Dyer Reveals the Truth
Evan Carmichael Intermediate 1y ago
Box AI with Ben Kus and Bob van Luijt - Weaviate Podcast #120!
RAG & Vector Search
Box AI with Ben Kus and Bob van Luijt - Weaviate Podcast #120!
Weaviate vector database Intermediate 1y ago
Vector Support Public Preview in Azure SQL Database & Managed Instance | Data Exposed
RAG & Vector Search
Vector Support Public Preview in Azure SQL Database & Managed Instance | Data Exposed
Microsoft Developer Intermediate 1y ago
Generative Benchmarking: Measuring AI Models Beyond Accuracy [Kelly Hong] - 728
RAG & Vector Search ⚡ AI Lesson
Generative Benchmarking: Measuring AI Models Beyond Accuracy [Kelly Hong] - 728
The TWIML AI Podcast with Sam Charrington Intermediate 1y ago
AI Is Taking My Job – Here’s What I’m Doing About It
RAG & Vector Search
AI Is Taking My Job – Here’s What I’m Doing About It
The Viable Edge | Vibe Marketing | AI Fluency Intermediate 1y ago
Pinecone | A Vector Database
RAG & Vector Search
Pinecone | A Vector Database
Code with Irtiza Intermediate 1y ago
RAG on Video using Azure AI Content Understanding
RAG & Vector Search ⚡ AI Lesson
RAG on Video using Azure AI Content Understanding
Microsoft Developer Intermediate 1y ago
RAG | Retrieval Augmented Generation | Deep Dive | AI Podcast
RAG & Vector Search
RAG | Retrieval Augmented Generation | Deep Dive | AI Podcast
Learning Loop Intermediate 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
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
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
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
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
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
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
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
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 20: Uncertainty
RAG & Vector Search
Lec 20: Uncertainty
MIT OpenCourseWare Intermediate 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
Facilitative Leadership in the Public Sector (Trailer)
RAG & Vector Search
Facilitative Leadership in the Public Sector (Trailer)
MIT OpenCourseWare 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
Xometry and Google Cloud Consulting: Revolutionizing Custom Manufacturing
RAG & Vector Search
Xometry and Google Cloud Consulting: Revolutionizing Custom Manufacturing
Google Cloud Intermediate 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
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
📚 Continue on Coursera External links · Free to audit
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Agentic AI Systems with Vector DBs & RAG
📚 External: Coursera ↗
Self-paced
Agentic AI Systems with Vector DBs & RAG
Opens on Coursera ↗
Developing Generative AI Solutions
📚 External: Coursera ↗
Self-paced
Developing Generative AI Solutions
Opens on Coursera ↗
Vector Search ve Yerleştirmeler
📚 External: Coursera ↗
Self-paced
Vector Search ve Yerleştirmeler
Opens on Coursera ↗
GenAI Data Engineering and RAG Systems
📚 External: Coursera ↗
Self-paced
GenAI Data Engineering and RAG Systems
Opens on Coursera ↗
Analyze and Apply Equity Market Fundamentals
📚 External: Coursera ↗
Self-paced
Analyze and Apply Equity Market Fundamentals
Opens on Coursera ↗
Learn GitHub Flavored Markdown
📚 External: Coursera ↗
Self-paced
Learn GitHub Flavored Markdown
Opens on Coursera ↗