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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How He Makes $1M/Year Without Going Viral (Genius Strategy)
RAG & Vector Search ⚡ AI Lesson
How He Makes $1M/Year Without Going Viral (Genius Strategy)
Wes McDowell Beginner 2y ago
【MINECRAFT】 My desert. My Minecraft. My dune.
RAG & Vector Search
【MINECRAFT】 My desert. My Minecraft. My dune.
Ceres Fauna Ch. hololive-EN Beginner 2y ago
What is Retrieval Augmented Generation (RAG) and how does Azure AI Search unlock RAG?
RAG & Vector Search
What is Retrieval Augmented Generation (RAG) and how does Azure AI Search unlock RAG?
Microsoft Developer Beginner 2y ago
RAGAS: How to Evaluate a RAG Application Like a Pro for Beginners
RAG & Vector Search ⚡ AI Lesson
RAGAS: How to Evaluate a RAG Application Like a Pro for Beginners
Mervin Praison Beginner 2y ago
Semantic Chunking for RAG
RAG & Vector Search ⚡ AI Lesson
Semantic Chunking for RAG
James Briggs Beginner 2y ago
【Manor Lords】 Fauna builds the medieval city of your nightmares
RAG & Vector Search ⚡ AI Lesson
【Manor Lords】 Fauna builds the medieval city of your nightmares
Ceres Fauna Ch. hololive-EN Beginner 2y ago
What is semantic search?
RAG & Vector Search ⚡ AI Lesson
What is semantic search?
Google Cloud Tech Beginner 2y ago
RAG Evaluation (Document Relevance) | LangSmith Evaluations - Part 14
RAG & Vector Search
RAG Evaluation (Document Relevance) | LangSmith Evaluations - Part 14
LangChain Beginner 2y ago
75HardResearch Day 15/75: 27 April 2024 | RAG: Retrieval Augmented Generation
RAG & Vector Search
75HardResearch Day 15/75: 27 April 2024 | RAG: Retrieval Augmented Generation
75 Hard Research Beginner 2y ago
Gen AI Course | Gen AI Tutorial For Beginners
RAG & Vector Search
Gen AI Course | Gen AI Tutorial For Beginners
codebasics Beginner 2y ago
What are Vector Embeddings? (ft. Industry Experts)
RAG & Vector Search ⚡ AI Lesson
What are Vector Embeddings? (ft. Industry Experts)
Data Science Dojo Beginner 2y ago
Introduction to GIS, Part I: Key Concepts
RAG & Vector Search ⚡ AI Lesson
Introduction to GIS, Part I: Key Concepts
MIT OpenCourseWare Beginner 2y ago
Introduction to GIS, Part II: Vectorial Maps, Raster Maps, and Time Series
RAG & Vector Search ⚡ AI Lesson
Introduction to GIS, Part II: Vectorial Maps, Raster Maps, and Time Series
MIT OpenCourseWare Beginner 2y ago
BigQuery vector search and embedding generation
RAG & Vector Search ⚡ AI Lesson
BigQuery vector search and embedding generation
Google Cloud Tech Beginner 2y ago
RAG Evaluation (Answer Hallucinations) | LangSmith Evaluations - Part 13
RAG & Vector Search ⚡ AI Lesson
RAG Evaluation (Answer Hallucinations) | LangSmith Evaluations - Part 13
LangChain Beginner 2y ago
Llama 3 RAG: Create Chat with PDF App using PhiData, Here is how..
RAG & Vector Search
Llama 3 RAG: Create Chat with PDF App using PhiData, Here is how..
Mervin Praison Beginner 2y ago
Tutorial 3- Getting Started With Q&A RAG Pipeline Using Langchain- Krish Naik Hindi
RAG & Vector Search
Tutorial 3- Getting Started With Q&A RAG Pipeline Using Langchain- Krish Naik Hindi
Krish Naik Hindi Beginner 2y ago
Edward Gibson: Human Language, Psycholinguistics, Syntax, Grammar & LLMs | Lex Fridman Podcast #426
RAG & Vector Search
Edward Gibson: Human Language, Psycholinguistics, Syntax, Grammar & LLMs | Lex Fridman Podcast #426
Lex Fridman Beginner 2y ago
Python RAG Tutorial (with Local LLMs): AI For Your PDFs
RAG & Vector Search
Python RAG Tutorial (with Local LLMs): AI For Your PDFs
pixegami Beginner 2y ago
Use Storytelling To Craft Unforgettable Experiences– Secret of Entertainment Design
RAG & Vector Search ⚡ AI Lesson
Use Storytelling To Craft Unforgettable Experiences– Secret of Entertainment Design
The Futur Beginner 2y ago
【MINECRAFT】 We're minecraft guys, of course we build the world tree
RAG & Vector Search
【MINECRAFT】 We're minecraft guys, of course we build the world tree
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【Superchat Catch Up!】 Have a cup of tea and get comfy!
RAG & Vector Search ⚡ AI Lesson
【Superchat Catch Up!】 Have a cup of tea and get comfy!
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【THE WITCHER 3】 Fauna is here and she is playing the witcher again | #4
RAG & Vector Search
【THE WITCHER 3】 Fauna is here and she is playing the witcher again | #4
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Introduction to GIS, Part IV: Stack, Brick, Crop, and Mask
RAG & Vector Search ⚡ AI Lesson
Introduction to GIS, Part IV: Stack, Brick, Crop, and Mask
MIT OpenCourseWare Beginner 2y ago
Introduction to GIS, Part VI: Plotting Maps with ggplot2
RAG & Vector Search
Introduction to GIS, Part VI: Plotting Maps with ggplot2
MIT OpenCourseWare Beginner 2y ago
Lecture 6: Bisection Search
RAG & Vector Search
Lecture 6: Bisection Search
MIT OpenCourseWare Beginner 2y ago
Lecture 10: Lists and Mutability
RAG & Vector Search
Lecture 10: Lists and Mutability
MIT OpenCourseWare Beginner 2y ago
RAG Evaluation (Answer Correctness) | LangSmith Evaluations - Part 12
RAG & Vector Search ⚡ AI Lesson
RAG Evaluation (Answer Correctness) | LangSmith Evaluations - Part 12
LangChain Beginner 2y ago
Llama 3 RAG: How to Create AI App using Ollama?
RAG & Vector Search ⚡ AI Lesson
Llama 3 RAG: How to Create AI App using Ollama?
Mervin Praison Beginner 2y ago
【THE WITCHER 3】 Which witch is witchier? Witcher or witch? | #3
RAG & Vector Search
【THE WITCHER 3】 Which witch is witchier? Witcher or witch? | #3
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【CONTENT WARNING】 DON'T DEAD OPEN INSIDE
RAG & Vector Search
【CONTENT WARNING】 DON'T DEAD OPEN INSIDE
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【THE WITCHER 3】 The adventure begins
RAG & Vector Search
【THE WITCHER 3】 The adventure begins
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Lecture 14: Dictionaries
RAG & Vector Search
Lecture 14: Dictionaries
MIT OpenCourseWare Beginner 2y ago
Lecture 3: Iteration
RAG & Vector Search
Lecture 3: Iteration
MIT OpenCourseWare Beginner 2y ago
Lecture 21: Timing Programs and Counting Operations
RAG & Vector Search
Lecture 21: Timing Programs and Counting Operations
MIT OpenCourseWare Beginner 2y ago
Lecture 23: Complexity Classes Examples
RAG & Vector Search
Lecture 23: Complexity Classes Examples
MIT OpenCourseWare Beginner 2y ago
Lecture 1: Introduction to CS and Programming Using Python
RAG & Vector Search
Lecture 1: Introduction to CS and Programming Using Python
MIT OpenCourseWare Beginner 2y ago
Lecture 4: Loops over Strings, Guess-and-Check, and Binary
RAG & Vector Search
Lecture 4: Loops over Strings, Guess-and-Check, and Binary
MIT OpenCourseWare Beginner 2y ago
Lecture 22: Big Oh and Theta
RAG & Vector Search
Lecture 22: Big Oh and Theta
MIT OpenCourseWare Beginner 2y ago
Lecture 19: Inheritance
RAG & Vector Search
Lecture 19: Inheritance
MIT OpenCourseWare Beginner 2y ago
Lecture 11: Aliasing and Cloning
RAG & Vector Search
Lecture 11: Aliasing and Cloning
MIT OpenCourseWare Beginner 2y ago
Lecture 17: Python Classes
RAG & Vector Search ⚡ AI Lesson
Lecture 17: Python Classes
MIT OpenCourseWare Beginner 2y ago
Lecture 9: Lambda Functions, Tuples, and Lists
RAG & Vector Search
Lecture 9: Lambda Functions, Tuples, and Lists
MIT OpenCourseWare Beginner 2y ago
Lecture 18: More Python Class Methods
RAG & Vector Search ⚡ AI Lesson
Lecture 18: More Python Class Methods
MIT OpenCourseWare Beginner 2y ago
Lecture 7: Decomposition, Abstraction, and Functions
RAG & Vector Search ⚡ AI Lesson
Lecture 7: Decomposition, Abstraction, and Functions
MIT OpenCourseWare Beginner 2y ago
Lecture 13: Exceptions and Assertions
RAG & Vector Search
Lecture 13: Exceptions and Assertions
MIT OpenCourseWare Beginner 2y ago
2024 Developer Keynote recap with Richard Seroter
RAG & Vector Search ⚡ AI Lesson
2024 Developer Keynote recap with Richard Seroter
Google Cloud Tech Beginner 2y ago
【MINECRAFT】 I made you a golden apple but I eated it
RAG & Vector Search
【MINECRAFT】 I made you a golden apple but I eated it
Ceres Fauna Ch. hololive-EN Beginner 2y ago
📚 Continue on Coursera External links · Free to audit
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Plan a Successful Freelancing Business
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Self-paced
Plan a Successful Freelancing Business
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AI Enhancement with Knowledge Graphs - Mastering RAG Systems
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Self-paced
AI Enhancement with Knowledge Graphs - Mastering RAG Systems
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Build AI Agents with Enterprise Databases
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Self-paced
Build AI Agents with Enterprise Databases
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Optimize and Migrate Vectors
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Self-paced
Optimize and Migrate Vectors
Opens on Coursera ↗
Validate LLM Embeddings for Production Use
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Self-paced
Validate LLM Embeddings for Production Use
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Create Chatbots & NLP Apps
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Self-paced
Create Chatbots & NLP Apps
Opens on Coursera ↗