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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What is Instagram Shop & how to use it
RAG & Vector Search
What is Instagram Shop & how to use it
Learn With Shopify Intermediate 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
【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
Building End To End Webloader RAG Application using Groq With DataStax and Cassio, Langchain
RAG & Vector Search
Building End To End Webloader RAG Application using Groq With DataStax and Cassio, Langchain
Krish Naik Intermediate 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
【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
Day 14/75 of 75HardResearch | Retrieval Augmented Generation in LLMs (Vector Databases)
RAG & Vector Search
Day 14/75 of 75HardResearch | Retrieval Augmented Generation in LLMs (Vector Databases)
75 Hard Research Advanced 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
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
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
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
Hello KI - Die Welt der Embeddings und Neuronale Netzwerke
RAG & Vector Search
Hello KI - Die Welt der Embeddings und Neuronale Netzwerke
Coding Club Linz Intermediate 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
Building Generative AI Apps with Azure Cosmos DB
RAG & Vector Search
Building Generative AI Apps with Azure Cosmos DB
Microsoft Developer Intermediate 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
【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
Reliable, fully local RAG agents with LLaMA3
RAG & Vector Search
Reliable, fully local RAG agents with LLaMA3
LangChain Advanced 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
【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
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Master ANN Search
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Master ANN Search
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Gen AI - RAG Application Development using LlamaIndex
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Gen AI - RAG Application Development using LlamaIndex
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Harnessing LLMs & Text-Embeddings API with Google Vertex AI
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Harnessing LLMs & Text-Embeddings API with Google Vertex AI
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Building Applications with Vector Databases
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Building Applications with Vector Databases
Opens on Coursera ↗
RAG Systems in Practice
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Self-paced
RAG Systems in Practice
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Analyze and Apply Equity Market Fundamentals
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Analyze and Apply Equity Market Fundamentals
Opens on Coursera ↗