Core AI

RAG & Vector Search

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

5,299
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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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
Supercharge Your Ad Performance_ The Key to Scaling Success
RAG & Vector Search
Supercharge Your Ad Performance_ The Key to Scaling Success
Professor Charley T Advanced 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
1 recording. 1 API. Endless data. #python #artificialintelligence #speechtotext
RAG & Vector Search
1 recording. 1 API. Endless data. #python #artificialintelligence #speechtotext
AssemblyAI Beginner 2y ago
DataCamp Classrooms Orientation Winter 2024 | Must Watch for Teachers
RAG & Vector Search ⚡ AI Lesson
DataCamp Classrooms Orientation Winter 2024 | Must Watch for Teachers
DataCamp Beginner 2y ago
Fauna Plays Outer Wilds: Epilogue
RAG & Vector Search
Fauna Plays Outer Wilds: Epilogue
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Autoclass helps Picsart reduce their Cloud Storage spend by 40%
RAG & Vector Search
Autoclass helps Picsart reduce their Cloud Storage spend by 40%
Google Cloud Advanced 2y ago
It’s actually pretty easy to get ahead of 97% of people. | Zig Ziglar
RAG & Vector Search ⚡ AI Lesson
It’s actually pretty easy to get ahead of 97% of people. | Zig Ziglar
Evan Carmichael Beginner 2y ago
FIRST Look at Pinecone Serverless!
RAG & Vector Search ⚡ AI Lesson
FIRST Look at Pinecone Serverless!
James Briggs Intermediate 2y ago
Everyone Is Creating AI Content, But Very Few People Are Reading It
RAG & Vector Search
Everyone Is Creating AI Content, But Very Few People Are Reading It
Neil Patel 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
We Analyzed 15,000 Social Media Profiles Over The Last 3 Years
RAG & Vector Search
We Analyzed 15,000 Social Media Profiles Over The Last 3 Years
Neil Patel Beginner 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
The Year of Wood Dragon, a Live Forecast by CT Holman
RAG & Vector Search ⚡ AI Lesson
The Year of Wood Dragon, a Live Forecast by CT Holman
TCM Academy Beginner 2y ago
How mathematicians prove something completely obvious.
RAG & Vector Search ⚡ AI Lesson
How mathematicians prove something completely obvious.
mCoding Advanced 2y ago
How long does the typical web design project take?
RAG & Vector Search
How long does the typical web design project take?
Flux Academy Intermediate 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
Full Stack React Developer Course with Appwrite
RAG & Vector Search ⚡ AI Lesson
Full Stack React Developer Course with Appwrite
freeCodeCamp.org Intermediate 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
EC2 Instance Storage | AWS Certified Cloud Practitioner Course CLF-C01
RAG & Vector Search
EC2 Instance Storage | AWS Certified Cloud Practitioner Course CLF-C01
Learn With Udemy Course Beginner 2y ago
Armchair Architects: LLMs & Vector Databases (Part 2)
RAG & Vector Search
Armchair Architects: LLMs & Vector Databases (Part 2)
Microsoft Developer Beginner 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
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 20 【Panic】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 20 【Panic】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 19 【Death】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 19 【Death】
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 17 【Breakthrough】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 17 【Breakthrough】
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 15 【Puncture】
RAG & Vector Search ⚡ AI Lesson
Fauna Plays Outer Wilds: Episode 15 【Puncture】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 14 【Jump】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 14 【Jump】
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
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
Fauna Plays Outer Wilds: Episode 12 【Fossil】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 12 【Fossil】
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 8 【Elevator】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 8 【Elevator】
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
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Unlock Multimodal Search
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Apply US GAAP: Prepare & Evaluate Financial Statements
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Derivatives
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Innovations in Lithium Battery Technology
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