Core AI

RAG & Vector Search

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

4,922
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 Truth Behind SEO Agencies: Unanswered Questions & Advertising Profits
RAG & Vector Search ⚡ AI Lesson
The Truth Behind SEO Agencies: Unanswered Questions & Advertising Profits
Professor Charley T Intermediate 2y ago
Unleashing the Power of Cost Caps_ Influencing Future Behavior on Ads
RAG & Vector Search ⚡ AI Lesson
Unleashing the Power of Cost Caps_ Influencing Future Behavior on Ads
Professor Charley T Intermediate 2y ago
Why Artists Don't Get Paid for the Super Bowl Halftime Show | Hustlenomics
RAG & Vector Search
Why Artists Don't Get Paid for the Super Bowl Halftime Show | Hustlenomics
The Hustle Intermediate 2y ago
Open Source RAG with Nomic's New Embedding Model (and ChromaDB and Ollama)
RAG & Vector Search
Open Source RAG with Nomic's New Embedding Model (and ChromaDB and Ollama)
LangChain Intermediate 2y ago
Jia Chen: Estrategias de la metafísica china para volar con el Dragón de Madera!
RAG & Vector Search ⚡ AI Lesson
Jia Chen: Estrategias de la metafísica china para volar con el Dragón de Madera!
TCM Academy Intermediate 2y ago
How to Index Podcasts with Keywords like on Huberman's Website
RAG & Vector Search ⚡ AI Lesson
How to Index Podcasts with Keywords like on Huberman's Website
AssemblyAI Intermediate 2y ago
OpenAI's NEW 256-d Embeddings vs. Ada 002
RAG & Vector Search
OpenAI's NEW 256-d Embeddings vs. Ada 002
James Briggs Intermediate 2y ago
New course with Pinecone: Building Applications with Vector Databases
RAG & Vector Search
New course with Pinecone: Building Applications with Vector Databases
DeepLearningAI Intermediate 2y ago
Building Multi-Modal Search with Weaviate | Build Effective RAGs
RAG & Vector Search ⚡ AI Lesson
Building Multi-Modal Search with Weaviate | Build Effective RAGs
DataCamp Intermediate 2y ago
Building and Deploying Real-World RAG Applications with Ram Sriharsha - 669
RAG & Vector Search ⚡ AI Lesson
Building and Deploying Real-World RAG Applications with Ram Sriharsha - 669
The TWIML AI Podcast with Sam Charrington Intermediate 2y ago
DNA Reading vs Writing
RAG & Vector Search ⚡ AI Lesson
DNA Reading vs Writing
a16z Intermediate 2y ago
Patrick Lewis is leading Cohere’s RAG modeling team. #largelanguagemodels
RAG & Vector Search ⚡ AI Lesson
Patrick Lewis is leading Cohere’s RAG modeling team. #largelanguagemodels
Cohere Intermediate 2y ago
Ollama Python Library Released! How to implement Ollama RAG?
RAG & Vector Search ⚡ AI Lesson
Ollama Python Library Released! How to implement Ollama RAG?
Mervin Praison Intermediate 2y ago
Building a web RAG chatbot: using LangChain, Exa (prev. Metaphor), LangSmith, and Hosted Langserve
RAG & Vector Search
Building a web RAG chatbot: using LangChain, Exa (prev. Metaphor), LangSmith, and Hosted Langserve
LangChain Intermediate 2y ago
Build a Retrieval-Augmented Generation Chatbot in 5 Minutes
RAG & Vector Search ⚡ AI Lesson
Build a Retrieval-Augmented Generation Chatbot in 5 Minutes
NVIDIA Developer Intermediate 2y ago
RAG Has Been Oversimplified // Yujian Tang // MLOps Podcast #206
RAG & Vector Search ⚡ AI Lesson
RAG Has Been Oversimplified // Yujian Tang // MLOps Podcast #206
MLOps.community Intermediate 2y ago
Building a Multimodal RAG App for Medical Applications
RAG & Vector Search ⚡ AI Lesson
Building a Multimodal RAG App for Medical Applications
AI Anytime Intermediate 2y ago
Unleashing the Power of Constant Cost Strategy for Online Advertising
RAG & Vector Search ⚡ AI Lesson
Unleashing the Power of Constant Cost Strategy for Online Advertising
Professor Charley T Intermediate 2y ago
Unleashing the Power of Constant Cost Strategy for Online Advertising
RAG & Vector Search
Unleashing the Power of Constant Cost Strategy for Online Advertising
Professor Charley T Intermediate 2y ago
Unleash Pet Problem-Solving Power with a Click!
RAG & Vector Search ⚡ AI Lesson
Unleash Pet Problem-Solving Power with a Click!
Professor Charley T Intermediate 2y ago
Instantly Clean Your Dog Anywhere with this Genius Gadget
RAG & Vector Search
Instantly Clean Your Dog Anywhere with this Genius Gadget
Professor Charley T Intermediate 2y ago
Crushing Q4 with Strategic Discounts Targeting High-Value Customers
RAG & Vector Search
Crushing Q4 with Strategic Discounts Targeting High-Value Customers
Professor Charley T Intermediate 2y ago
The Shocking Truth Behind Your Ad Spending Revealed!
RAG & Vector Search
The Shocking Truth Behind Your Ad Spending Revealed!
Professor Charley T Intermediate 2y ago
Unlocking the Secret to Multi-platform Success_ TikTok, YouTube, and Instagram
RAG & Vector Search
Unlocking the Secret to Multi-platform Success_ TikTok, YouTube, and Instagram
Professor Charley T Intermediate 2y ago
Boost Your Sales Unleash the Power of LTV to Drive Second Purchases!
RAG & Vector Search
Boost Your Sales Unleash the Power of LTV to Drive Second Purchases!
Professor Charley T Intermediate 2y ago
The Key to Facebook's Success Lies in its Cutting-Edge Technology
RAG & Vector Search
The Key to Facebook's Success Lies in its Cutting-Edge Technology
Professor Charley T Intermediate 2y ago
A Surprise Guest Get Ready for an Epic D to C Podcast!
RAG & Vector Search ⚡ AI Lesson
A Surprise Guest Get Ready for an Epic D to C Podcast!
Professor Charley T Intermediate 2y ago
Supercharge Your Ads with Auto Optimizer to Maximize Efficiency and Profits!
RAG & Vector Search
Supercharge Your Ads with Auto Optimizer to Maximize Efficiency and Profits!
Professor Charley T Intermediate 2y ago
From Idea to Reality... The Exciting Journey of Power Five Test Program
RAG & Vector Search
From Idea to Reality... The Exciting Journey of Power Five Test Program
Professor Charley T Intermediate 2y ago
From Dirty Pup to Handsome Hound_ The Ultimate Grooming Game Changer
RAG & Vector Search
From Dirty Pup to Handsome Hound_ The Ultimate Grooming Game Changer
Professor Charley T Intermediate 2y ago
Veritcal
RAG & Vector Search
Veritcal
Professor Charley T Intermediate 2y ago
A Surprise Guest Get Ready for an Epic D to C Podcast!
RAG & Vector Search
A Surprise Guest Get Ready for an Epic D to C Podcast!
Professor Charley T Intermediate 2y ago
Unveiling the Stunning Villa with an Unexpected Twist
RAG & Vector Search
Unveiling the Stunning Villa with an Unexpected Twist
Professor Charley T Intermediate 2y ago
Unlocking the Power of Small Changes for Big Results
RAG & Vector Search
Unlocking the Power of Small Changes for Big Results
Professor Charley T Intermediate 2y ago
Boost Your Business by Mastering Cash Flow and Inventory Management
RAG & Vector Search
Boost Your Business by Mastering Cash Flow and Inventory Management
Professor Charley T Intermediate 2y ago
Unlocking Aspiration... Bringing Your Dreams to Your Doorstep
RAG & Vector Search ⚡ AI Lesson
Unlocking Aspiration... Bringing Your Dreams to Your Doorstep
Professor Charley T Intermediate 2y ago
Discover the Ultimate Tool for Connecting with Family and Students Worldwide!
RAG & Vector Search ⚡ AI Lesson
Discover the Ultimate Tool for Connecting with Family and Students Worldwide!
Professor Charley T Intermediate 2y ago
Boost Your Business by Mastering Cash Flow and Inventory Management
RAG & Vector Search ⚡ AI Lesson
Boost Your Business by Mastering Cash Flow and Inventory Management
Professor Charley T Intermediate 2y ago
Empowering Media Buyers with Value and Recognition
RAG & Vector Search ⚡ AI Lesson
Empowering Media Buyers with Value and Recognition
Professor Charley T Intermediate 2y ago
Unlocking Aspiration... Bringing Your Dreams to Your Doorstep
RAG & Vector Search
Unlocking Aspiration... Bringing Your Dreams to Your Doorstep
Professor Charley T Intermediate 2y ago
Boost Your Business... Run it on Four Powerful Rules!
RAG & Vector Search
Boost Your Business... Run it on Four Powerful Rules!
Professor Charley T Intermediate 2y ago
Mastering Ad Campaign Structure Pros and Cons for Maximum Impact
RAG & Vector Search ⚡ AI Lesson
Mastering Ad Campaign Structure Pros and Cons for Maximum Impact
Professor Charley T Intermediate 2y ago
The Key to Selling Subscription Products... Own the Delivery System!
RAG & Vector Search ⚡ AI Lesson
The Key to Selling Subscription Products... Own the Delivery System!
Professor Charley T Intermediate 2y ago
Unleashing Business Growth_ Automate Investment for Profitable Advertising
RAG & Vector Search ⚡ AI Lesson
Unleashing Business Growth_ Automate Investment for Profitable Advertising
Professor Charley T Intermediate 2y ago
The Key to Selling Subscription Products... Own the Delivery System!
RAG & Vector Search ⚡ AI Lesson
The Key to Selling Subscription Products... Own the Delivery System!
Professor Charley T Intermediate 2y ago
Unlocking Advertising Success_ Creating Localized Audiences for Maximum Impact
RAG & Vector Search ⚡ AI Lesson
Unlocking Advertising Success_ Creating Localized Audiences for Maximum Impact
Professor Charley T Intermediate 2y ago
Unlocking Advertising Success_ Creating Localized Audiences for Maximum Impact
RAG & Vector Search ⚡ AI Lesson
Unlocking Advertising Success_ Creating Localized Audiences for Maximum Impact
Professor Charley T Intermediate 2y ago
Why Optimize Ads_ The Secrets of Dynamic Creative Revealed!
RAG & Vector Search
Why Optimize Ads_ The Secrets of Dynamic Creative Revealed!
Professor Charley T Intermediate 2y ago
📚 Continue on Coursera External links · Free to audit
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Launching Your Vector Database Career
📚 External: Coursera ↗
Self-paced
Launching Your Vector Database Career
Opens on Coursera ↗
Understanding and Applying Text Embeddings
📚 External: Coursera ↗
Self-paced
Understanding and Applying Text Embeddings
Opens on Coursera ↗
Solidity for Beginners: Write and Test Smart Contracts
📚 External: Coursera ↗
Self-paced
Solidity for Beginners: Write and Test Smart Contracts
Opens on Coursera ↗
Weaviate Database Mastery
📚 External: Coursera ↗
Self-paced
Weaviate Database Mastery
Opens on Coursera ↗
Create Chatbots & NLP Apps
📚 External: Coursera ↗
Self-paced
Create Chatbots & NLP Apps
Opens on Coursera ↗
Launch Chroma Fast
📚 External: Coursera ↗
Self-paced
Launch Chroma Fast
Opens on Coursera ↗