Core AI

RAG & Vector Search

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

5,301
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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Extending Python's Number hierarchy
RAG & Vector Search
Extending Python's Number hierarchy
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The disastrous redesign of Pakistan’s rivers
RAG & Vector Search
The disastrous redesign of Pakistan’s rivers
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Lecture 2: Morphology, Part 1
RAG & Vector Search
Lecture 2: Morphology, Part 1
MIT OpenCourseWare Beginner 3y ago
Lecture 26: Signed Languages
RAG & Vector Search ⚡ AI Lesson
Lecture 26: Signed Languages
MIT OpenCourseWare Beginner 3y ago
Jordan Peterson: If You Don’t Schedule Your Day, Chaos Will Take Over!
RAG & Vector Search
Jordan Peterson: If You Don’t Schedule Your Day, Chaos Will Take Over!
Evan Carmichael Beginner 3y ago
Books to read in 2023 recommended by AI creators
RAG & Vector Search
Books to read in 2023 recommended by AI creators
AssemblyAI Beginner 3y ago
My Mood Board Process In-Depth
RAG & Vector Search
My Mood Board Process In-Depth
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Fast pow! A general recursive power algorithm for more than just numbers.
RAG & Vector Search
Fast pow! A general recursive power algorithm for more than just numbers.
mCoding Beginner 3y ago
ULTIMATE FREE TEXTUAL INVERSION In Stable Diffusion! Your FACE INSIDE ALL MODELS!
RAG & Vector Search
ULTIMATE FREE TEXTUAL INVERSION In Stable Diffusion! Your FACE INSIDE ALL MODELS!
Aitrepreneur Beginner 3y ago
Why To Choose Data Science As A Career In 2023?
RAG & Vector Search
Why To Choose Data Science As A Career In 2023?
Krish Naik Intermediate 3y ago
Create a Snazzy Draggable Parallax Effect with JavaScript
RAG & Vector Search ⚡ AI Lesson
Create a Snazzy Draggable Parallax Effect with JavaScript
DesignCourse Beginner 3y ago
How Instagram Stores BILLIONS of Videos
RAG & Vector Search
How Instagram Stores BILLIONS of Videos
Coding with Lewis Intermediate 3y ago
Neuroscientist Answers Illusion Questions From Twitter | Tech Support | WIRED
RAG & Vector Search
Neuroscientist Answers Illusion Questions From Twitter | Tech Support | WIRED
WIRED Beginner 3y ago
The doors to opportunity are always open. 🚪🚶‍♀️🚶
RAG & Vector Search
The doors to opportunity are always open. 🚪🚶‍♀️🚶
Coursera Beginner 3y ago
How to Stay Focused | MARIE FORLEO’s Rules for Success in 47 Minutes
RAG & Vector Search ⚡ AI Lesson
How to Stay Focused | MARIE FORLEO’s Rules for Success in 47 Minutes
Evan Carmichael Beginner 3y ago
Generative AI for Creative Work by @1littlecoder
RAG & Vector Search
Generative AI for Creative Work by @1littlecoder
AssemblyAI Beginner 3y ago
OpenAI's New GPT 3.5 Embedding Model for Semantic Search
RAG & Vector Search
OpenAI's New GPT 3.5 Embedding Model for Semantic Search
James Briggs Intermediate 3y ago
An Introduction to Central Limit Theorem | DataHour by Munmun Das
RAG & Vector Search
An Introduction to Central Limit Theorem | DataHour by Munmun Das
Analytics Vidhya Beginner 3y ago
Jamie Carragher: The Untold Story of Liverpool Legend That Pushed Himself Too Far | E206
RAG & Vector Search
Jamie Carragher: The Untold Story of Liverpool Legend That Pushed Himself Too Far | E206
The Diary Of A CEO Beginner 3y ago
Lecture 4: Morphology, Part 3
RAG & Vector Search ⚡ AI Lesson
Lecture 4: Morphology, Part 3
MIT OpenCourseWare Beginner 3y ago
Lecture 5: Phonetics, Part 1
RAG & Vector Search
Lecture 5: Phonetics, Part 1
MIT OpenCourseWare Beginner 3y ago
Lecture 22: Dialects
RAG & Vector Search
Lecture 22: Dialects
MIT OpenCourseWare Beginner 3y ago
Lecture 3: Morphology, Part 2
RAG & Vector Search ⚡ AI Lesson
Lecture 3: Morphology, Part 2
MIT OpenCourseWare Beginner 3y ago
Lecture 8: Phonology, Part 1
RAG & Vector Search ⚡ AI Lesson
Lecture 8: Phonology, Part 1
MIT OpenCourseWare Beginner 3y ago
Lecture 16: Syntax, Part 6
RAG & Vector Search
Lecture 16: Syntax, Part 6
MIT OpenCourseWare Beginner 3y ago
Lecture 19: Semantics, Part 3
RAG & Vector Search ⚡ AI Lesson
Lecture 19: Semantics, Part 3
MIT OpenCourseWare Beginner 3y ago
Lecture 18: Semantics, Part 2
RAG & Vector Search
Lecture 18: Semantics, Part 2
MIT OpenCourseWare Beginner 3y ago
Lecture 10: Phonology, Part 3
RAG & Vector Search
Lecture 10: Phonology, Part 3
MIT OpenCourseWare Beginner 3y ago
Lecture 25: Language Acquisition
RAG & Vector Search
Lecture 25: Language Acquisition
MIT OpenCourseWare Beginner 3y ago
Lecture 11: Syntax, Part 1
RAG & Vector Search ⚡ AI Lesson
Lecture 11: Syntax, Part 1
MIT OpenCourseWare Beginner 3y ago
Lecture 24: Endangered Languages
RAG & Vector Search ⚡ AI Lesson
Lecture 24: Endangered Languages
MIT OpenCourseWare Beginner 3y ago
Lecture 14: Syntax, Part 4
RAG & Vector Search
Lecture 14: Syntax, Part 4
MIT OpenCourseWare Beginner 3y ago
Lecture 21: Semantics, Part 5
RAG & Vector Search
Lecture 21: Semantics, Part 5
MIT OpenCourseWare Beginner 3y ago
Lecture 6: Phonetics, Part 2
RAG & Vector Search
Lecture 6: Phonetics, Part 2
MIT OpenCourseWare Beginner 3y ago
Lecture 23: Historical Linguistics
RAG & Vector Search
Lecture 23: Historical Linguistics
MIT OpenCourseWare Beginner 3y ago
Lecture 17: Syntax, Part 7, and Semantics, Part 1
RAG & Vector Search ⚡ AI Lesson
Lecture 17: Syntax, Part 7, and Semantics, Part 1
MIT OpenCourseWare Beginner 3y ago
Lecture 12: Syntax, Part 2
RAG & Vector Search ⚡ AI Lesson
Lecture 12: Syntax, Part 2
MIT OpenCourseWare Beginner 3y ago
Lecture 13: Syntax, Part 3
RAG & Vector Search
Lecture 13: Syntax, Part 3
MIT OpenCourseWare Beginner 3y ago
Lecture 15: Syntax, Part 5
RAG & Vector Search
Lecture 15: Syntax, Part 5
MIT OpenCourseWare Beginner 3y ago
Lecture 20: Semantics, Part 4
RAG & Vector Search ⚡ AI Lesson
Lecture 20: Semantics, Part 4
MIT OpenCourseWare Beginner 3y ago
Lecture 9: Phonology, Part 2
RAG & Vector Search
Lecture 9: Phonology, Part 2
MIT OpenCourseWare Beginner 3y ago
STOP Limiting Your Own POTENTIAL! | Lisa Nichols | #Entspresso
RAG & Vector Search
STOP Limiting Your Own POTENTIAL! | Lisa Nichols | #Entspresso
Evan Carmichael Beginner 3y ago
How to Analyze Cloud Based Datasets Locally with Python
RAG & Vector Search
How to Analyze Cloud Based Datasets Locally with Python
AssemblyAI Beginner 3y ago
What is Your Favorite ML Library? Answered by @SumanthP
RAG & Vector Search
What is Your Favorite ML Library? Answered by @SumanthP
AssemblyAI Beginner 3y ago
THIS is Why Only 1% Wins BIG and Get All the MONEY! | Eric Thomas
RAG & Vector Search ⚡ AI Lesson
THIS is Why Only 1% Wins BIG and Get All the MONEY! | Eric Thomas
Evan Carmichael Intermediate 3y ago
What is the Hardest Part about Working in AI with @samzee_codes
RAG & Vector Search ⚡ AI Lesson
What is the Hardest Part about Working in AI with @samzee_codes
AssemblyAI Beginner 3y ago
Sentiment Analysis in DataSpell with @JetBrainsTV
RAG & Vector Search
Sentiment Analysis in DataSpell with @JetBrainsTV
AssemblyAI Beginner 3y ago
Quick and Free Ways to Deploy ML Apps with @patloeber
RAG & Vector Search
Quick and Free Ways to Deploy ML Apps with @patloeber
AssemblyAI Beginner 3y ago
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