Core AI

RAG & Vector Search

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

5,297
lessons
Skills in this topic
View full skill map โ†’
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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What are Vector Embeddings? (ft. Industry Experts)
RAG & Vector Search โšก 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 โšก 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 โšก 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 โšก AI Lesson
RAG Evaluation (Answer Hallucinations) | LangSmith Evaluations - Part 13
LangChain Beginner 2y ago
An agency can make how much!! ๐Ÿคฏ๐Ÿ’ฐ
RAG & Vector Search โšก AI Lesson
An agency can make how much!! ๐Ÿคฏ๐Ÿ’ฐ
Adam Erhart Beginner 2y ago
RAG Evaluation (Answer Correctness) | LangSmith Evaluations - Part 12
RAG & Vector Search โšก 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 โšก 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 โšก 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 โšก 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 โšก AI Lesson
Workload-optimized and AI-powered infrastructure in under 9 minutes
Google Cloud Tech Advanced 2y ago
ใ€THE WITCHER 3ใ€‘ Which witch is witchier? Witcher or witch? | #3
RAG & Vector Search
ใ€THE WITCHER 3ใ€‘ 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
ใ€THE WITCHER 3ใ€‘ Gerald is a fine upstanding fellow and I will not accept slander against him | #2
RAG & Vector Search
ใ€THE WITCHER 3ใ€‘ Gerald is a fine upstanding fellow and I will not accept slander against him | #2
Ceres Fauna Ch. hololive-EN 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 Nightingaleโ€™s One Hour Method to Make Your Mind Unstoppable
RAG & Vector Search
How to Use Earl Nightingaleโ€™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 โšก 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 โšก 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 โšก 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
ใ€CONTENT WARNINGใ€‘ DON'T DEAD OPEN INSIDE
RAG & Vector Search
ใ€CONTENT WARNINGใ€‘ DON'T DEAD OPEN INSIDE
Ceres Fauna Ch. hololive-EN Beginner 2y ago
ใ€THE WITCHER 3ใ€‘ The adventure begins
RAG & Vector Search
ใ€THE WITCHER 3ใ€‘ 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 โšก 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 โšก 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 โšก 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 โšก 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 โšก AI Lesson
Lecture 18: More Python Class Methods
MIT OpenCourseWare Beginner 2y ago
Lecture 8: Functions as Objects
RAG & Vector Search
Lecture 8: Functions as Objects
MIT OpenCourseWare Beginner 2y ago
Lecture 20: Fitness Tracker Object-Oriented Programming Example
RAG & Vector Search โšก AI Lesson
Lecture 20: Fitness Tracker Object-Oriented Programming Example
MIT OpenCourseWare Beginner 2y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Capstone: Application de la gestion de projets dans le monde rรฉel
๐Ÿ“š Coursera Course โ†—
Self-paced
Capstone: Application de la gestion de projets dans le monde rรฉel
Opens on Coursera โ†—
Project: Generative AI Applications with RAG and LangChain
๐Ÿ“š Coursera Course โ†—
Self-paced
Project: Generative AI Applications with RAG and LangChain
Opens on Coursera โ†—
Advanced Selenium WebDriver and Test Automation
๐Ÿ“š Coursera Course โ†—
Self-paced
Advanced Selenium WebDriver and Test Automation
Opens on Coursera โ†—
Value and Individual Decision Making
๐Ÿ“š Coursera Course โ†—
Self-paced
Value and Individual Decision Making
Opens on Coursera โ†—
RAG Systems and Production Operations
๐Ÿ“š Coursera Course โ†—
Self-paced
RAG Systems and Production Operations
Opens on Coursera โ†—
HTTPS Content-Based Load Balancer with Terraform
๐Ÿ“š Coursera Course โ†—
Self-paced
HTTPS Content-Based Load Balancer with Terraform
Opens on Coursera โ†—