Core AI

RAG & Vector Search

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

4,925
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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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
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
There Is Going To Be A Rude Awakening For Influencers This Year
RAG & Vector Search
There Is Going To Be A Rude Awakening For Influencers This Year
Neil Patel Beginner 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
【PALWORLD】 Beloved creature collector but with guns? I can't believe this game is real
RAG & Vector Search ⚡ AI Lesson
【PALWORLD】 Beloved creature collector but with guns? I can't believe this game is real
Ceres Fauna Ch. hololive-EN Beginner 2y ago
DNA as Data Storage
RAG & Vector Search ⚡ AI Lesson
DNA as Data Storage
a16z Intermediate 2y ago
【NEW YEAR NEW KIRIN】 I'm back!!! + showing off new stuff!
RAG & Vector Search ⚡ AI Lesson
【NEW YEAR NEW KIRIN】 I'm back!!! + showing off new stuff!
Ceres Fauna Ch. hololive-EN Beginner 2y ago
5 Reasons When to Use OpenAI Assistants API ✅
RAG & Vector Search
5 Reasons When to Use OpenAI Assistants API ✅
AI Strategy and Coding Intermediate 2y ago
FIRST Look at Pinecone Serverless!
RAG & Vector Search ⚡ AI Lesson
FIRST Look at Pinecone Serverless!
James Briggs Intermediate 2y ago
Build and Deploy a RAG app with Pinecone Serverless
RAG & Vector Search
Build and Deploy a RAG app with Pinecone Serverless
LangChain Intermediate 2y ago
6 Steps That Made Me a Millionaire Before 30
RAG & Vector Search
6 Steps That Made Me a Millionaire Before 30
Russell Brunson Beginner 2y ago
New course with LangChain: Build LLM Apps with LangChain.js
RAG & Vector Search
New course with LangChain: Build LLM Apps with LangChain.js
DeepLearningAI Intermediate 2y ago
What is Retrieval Augmented Generation (RAG) - Augmenting LLMs with a memory
RAG & Vector Search ⚡ AI Lesson
What is Retrieval Augmented Generation (RAG) - Augmenting LLMs with a memory
What's AI by Louis-François Bouchard Beginner 2y ago
Are pandas the most misunderstood animal? - Lucy Cooke
RAG & Vector Search
Are pandas the most misunderstood animal? - Lucy Cooke
TED-Ed Beginner 2y ago
LangChain v0.1.0 Launch: Retrieval
RAG & Vector Search
LangChain v0.1.0 Launch: Retrieval
LangChain Beginner 2y ago
Make cool edits in minutes! #python - https://github.com/GregBaugues/subclippy/blob/main/subclip.py
RAG & Vector Search
Make cool edits in minutes! #python - https://github.com/GregBaugues/subclippy/blob/main/subclip.py
AssemblyAI Beginner 2y ago
Haystack AI: Production-ready RAG with Custom Data made easy!
RAG & Vector Search
Haystack AI: Production-ready RAG with Custom Data made easy!
Mervin Praison Beginner 2y ago
New Data: Here’s What Kind Of Content Will Perform The Best On Social Media In 2024
RAG & Vector Search
New Data: Here’s What Kind Of Content Will Perform The Best On Social Media In 2024
Neil Patel Intermediate 2y ago
How mathematicians prove something completely obvious.
RAG & Vector Search ⚡ AI Lesson
How mathematicians prove something completely obvious.
mCoding Advanced 2y ago
Revolutionizing AI Data Management with Jerry Liu, CEO of LlamaIndex
RAG & Vector Search ⚡ AI Lesson
Revolutionizing AI Data Management with Jerry Liu, CEO of LlamaIndex
Weights & Biases Beginner 2y ago
Unveiling the Power of Root Pages in SEO for Explosive Growth!
RAG & Vector Search
Unveiling the Power of Root Pages in SEO for Explosive Growth!
Koray Tuğberk GÜBÜR Intermediate 2y ago
TxtAI: Simplifying RAG, Semantic Search with an All-in-One Embeddings Database
RAG & Vector Search ⚡ AI Lesson
TxtAI: Simplifying RAG, Semantic Search with an All-in-One Embeddings Database
Mervin Praison Beginner 2y ago
New short course: Advanced Retrieval for AI with Chroma
RAG & Vector Search
New short course: Advanced Retrieval for AI with Chroma
DeepLearningAI Advanced 2y ago
Armchair Architects: LLMs & Vector Databases (Part 2)
RAG & Vector Search
Armchair Architects: LLMs & Vector Databases (Part 2)
Microsoft Developer Beginner 2y ago
Track and Monitor RAG Pipelines using Weights & Biases (wandb)
RAG & Vector Search ⚡ AI Lesson
Track and Monitor RAG Pipelines using Weights & Biases (wandb)
AI Anytime Beginner 2y ago
How to Overcome Fear When Starting Your Own Business
RAG & Vector Search
How to Overcome Fear When Starting Your Own Business
Evan Carmichael 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
Unleash the Power of Data-Driven Optimization for Explosive Ad Success!
RAG & Vector Search
Unleash the Power of Data-Driven Optimization for Explosive Ad Success!
Professor Charley T Advanced 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
Unleash the Power of Data-Driven Optimization for Explosive Ad Success!
RAG & Vector Search ⚡ AI Lesson
Unleash the Power of Data-Driven Optimization for Explosive Ad Success!
Professor Charley T Advanced 2y ago
Unlocking the True Power of Data Analysis... Shattering Common Misconceptions
RAG & Vector Search
Unlocking the True Power of Data Analysis... Shattering Common Misconceptions
Professor Charley T Intermediate 2y ago
Fauna Plays Outer Wilds: Epilogue
RAG & Vector Search
Fauna Plays Outer Wilds: Epilogue
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Finale 【The End】
RAG & Vector Search ⚡ AI Lesson
Fauna Plays Outer Wilds: Finale 【The End】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 18 【Fangirl】
RAG & Vector Search ⚡ AI Lesson
Fauna Plays Outer Wilds: Episode 18 【Fangirl】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 16 【No Time For Caution】
RAG & Vector Search ⚡ AI Lesson
Fauna Plays Outer Wilds: Episode 16 【No Time For Caution】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 13 【Melt】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 13 【Melt】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 11 【Philosophy】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 11 【Philosophy】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 10 【Poem】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 10 【Poem】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Top 5 Digital Marketing Trends For 2024
RAG & Vector Search
Top 5 Digital Marketing Trends For 2024
Neil Patel Beginner 2y ago
Fauna Plays Outer Wilds: Episode 9 【Baby】
RAG & Vector Search ⚡ AI Lesson
Fauna Plays Outer Wilds: Episode 9 【Baby】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 7 【Binary】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 7 【Binary】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 6 【Caves】
RAG & Vector Search ⚡ AI Lesson
Fauna Plays Outer Wilds: Episode 6 【Caves】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
📚 Continue on Coursera External links · Free to audit
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Preprocessing Unstructured Data for LLMs and RAG Systems
📚 External: Coursera ↗
Self-paced
Preprocessing Unstructured Data for LLMs and RAG Systems
Opens on Coursera ↗
Agentic AI Systems with Vector DBs & RAG
📚 External: Coursera ↗
Self-paced
Agentic AI Systems with Vector DBs & RAG
Opens on Coursera ↗
Vector Databases for RAG: An Introduction
📚 External: Coursera ↗
Self-paced
Vector Databases for RAG: An Introduction
Opens on Coursera ↗
VFX with Adobe After Effects from Novice to Expert
📚 External: Coursera ↗
Self-paced
VFX with Adobe After Effects from Novice to Expert
Opens on Coursera ↗
Retrieval Optimization: Tokenization to Vector Quantization
📚 External: Coursera ↗
Self-paced
Retrieval Optimization: Tokenization to Vector Quantization
Opens on Coursera ↗
Vector Databases Deep Dive
📚 External: Coursera ↗
Self-paced
Vector Databases Deep Dive
Opens on Coursera ↗