Core AI

RAG & Vector Search

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

5,312
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 to Make Yourself Irreplaceable | Robert Greene’s Advice in 102 Minutes
RAG & Vector Search ⚡ AI Lesson
How to Make Yourself Irreplaceable | Robert Greene’s Advice in 102 Minutes
Evan Carmichael Intermediate 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
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 R, Part I: Interface and Data Structures
RAG & Vector Search
Introduction to R, Part I: Interface and Data Structures
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
An agency can make how much!! 🤯💰
RAG & Vector Search ⚡ AI Lesson
An agency can make how much!! 🤯💰
Adam Erhart 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
HackTheBox - Surveillance
RAG & Vector Search
HackTheBox - Surveillance
IppSec Beginner 2y ago
DataCamp Classrooms Update Spring 2024 | Free Courses For Your Class
RAG & Vector Search ⚡ AI Lesson
DataCamp Classrooms Update Spring 2024 | Free Courses For Your Class
DataCamp Beginner 2y ago
The Journey from Radio DJ to Social Media Success... My Story
RAG & Vector Search ⚡ AI Lesson
The Journey from Radio DJ to Social Media Success... My Story
Professor Charley T Intermediate 2y ago
Workload-optimized and AI-powered infrastructure in under 9 minutes
RAG & Vector Search ⚡ AI Lesson
Workload-optimized and AI-powered infrastructure in under 9 minutes
Google Cloud Tech Advanced 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
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
Building Generative AI Apps with Azure Cosmos DB
RAG & Vector Search
Building Generative AI Apps with Azure Cosmos DB
Microsoft Developer Intermediate 2y ago
Introduction to Cloud Computing | Google Cloud Cybersecurity Certificate
RAG & Vector Search
Introduction to Cloud Computing | Google Cloud Cybersecurity Certificate
Google Cloud Beginner 2y ago
How to Use Earl Nightingale’s One Hour Method to Make Your Mind Unstoppable
RAG & Vector Search
How to Use Earl Nightingale’s One Hour Method to Make Your Mind Unstoppable
Evan Carmichael Intermediate 2y ago
Introduction to GIS, Part V: Extract Information from Maps using Spatial Data Points
RAG & Vector Search
Introduction to GIS, Part V: Extract Information from Maps using Spatial Data Points
MIT OpenCourseWare Beginner 2y ago
Introduction to R, Part IV: Loops and Functions
RAG & Vector Search
Introduction to R, Part IV: Loops and Functions
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
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 12: List Comprehension, Functions as Objects, Testing, and Debugging
RAG & Vector Search ⚡ AI Lesson
Lecture 12: List Comprehension, Functions as Objects, Testing, and Debugging
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
【THE WITCHER 3】 Gerald is a fine upstanding fellow and I will not accept slander against him | #2
RAG & Vector Search
【THE WITCHER 3】 Gerald is a fine upstanding fellow and I will not accept slander against him | #2
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 16: Recursion on Non-numerics
RAG & Vector Search ⚡ AI Lesson
Lecture 16: Recursion on Non-numerics
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 25: Plotting
RAG & Vector Search
Lecture 25: Plotting
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 5: Floats and Approximation Methods
RAG & Vector Search
Lecture 5: Floats and Approximation Methods
MIT OpenCourseWare Beginner 2y ago
Lecture 15: Recursion
RAG & Vector Search ⚡ AI Lesson
Lecture 15: Recursion
MIT OpenCourseWare Beginner 2y ago
Lecture 24: Sorting Algorithms
RAG & Vector Search
Lecture 24: Sorting Algorithms
MIT OpenCourseWare Beginner 2y ago
Lecture 26: List Access, Hashing, Simulations, and Wrap-Up
RAG & Vector Search ⚡ AI Lesson
Lecture 26: List Access, Hashing, Simulations, and Wrap-Up
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
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