Core AI

RAG & Vector Search

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

4,916
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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Crack Off-Campus Placement before 2025 with this Strategy
RAG & Vector Search
Crack Off-Campus Placement before 2025 with this Strategy
GeeksforGeeks Intermediate 1y ago
Introduction to RAG Systems
RAG & Vector Search
Introduction to RAG Systems
Analytics Vidhya Intermediate 1y ago
Bruce Lipton on Understanding Yourself, Genetics, Beliefs and Breaking Free from Your Subconscious!
RAG & Vector Search
Bruce Lipton on Understanding Yourself, Genetics, Beliefs and Breaking Free from Your Subconscious!
Evan Carmichael Beginner 1y ago
【7 DAYS TO DIE】 THE FINAL DAY. PLANT VS ZOMBIES.
RAG & Vector Search
【7 DAYS TO DIE】 THE FINAL DAY. PLANT VS ZOMBIES.
Ceres Fauna Ch. hololive-EN Beginner 1y ago
NotebookLM: RAG++ course
RAG & Vector Search
NotebookLM: RAG++ course
Weights & Biases Advanced 1y ago
How to Implement Hybrid Search with PostgreSQL (Full Tutorial)
RAG & Vector Search
How to Implement Hybrid Search with PostgreSQL (Full Tutorial)
Dave Ebbelaar Beginner 1y ago
【7 DAYS TO DIE】 This kirin can solo a bear with just her fists | DAY 6
RAG & Vector Search ⚡ AI Lesson
【7 DAYS TO DIE】 This kirin can solo a bear with just her fists | DAY 6
Ceres Fauna Ch. hololive-EN Beginner 1y ago
RAG++ course: Reciprocal rank fusion
RAG & Vector Search
RAG++ course: Reciprocal rank fusion
Weights & Biases Advanced 1y ago
Retrieval Augmented Generation (RAG) Explained in 8 Minutes!
RAG & Vector Search ⚡ AI Lesson
Retrieval Augmented Generation (RAG) Explained in 8 Minutes!
ritvikmath Beginner 1y ago
Create A CMS Audio Player In Webflow - Custom-design In Webflow.
RAG & Vector Search
Create A CMS Audio Player In Webflow - Custom-design In Webflow.
Ian Ruta | Supersparks Intermediate 1y ago
NEW AI Marketing Strategy Guaranteed to Grow ANY Agency or Business
RAG & Vector Search ⚡ AI Lesson
NEW AI Marketing Strategy Guaranteed to Grow ANY Agency or Business
Adam Erhart Beginner 1y ago
Create a RAG Chatbot Using NVIDIA AI Workbench
RAG & Vector Search ⚡ AI Lesson
Create a RAG Chatbot Using NVIDIA AI Workbench
NVIDIA Developer Beginner 1y ago
Supercharging Your RAG System: Techniques and Challenges // Tengyu Ma // DE4AI
RAG & Vector Search
Supercharging Your RAG System: Techniques and Challenges // Tengyu Ma // DE4AI
MLOps.community Beginner 1y ago
Where You Need to Rank Organically to Get Featured in Google AI Overview
RAG & Vector Search ⚡ AI Lesson
Where You Need to Rank Organically to Get Featured in Google AI Overview
Menerva Digital Beginner 1y ago
New course with Qdrant! Retrieval Optimization: From Tokenization to Vector Quantization is live
RAG & Vector Search
New course with Qdrant! Retrieval Optimization: From Tokenization to Vector Quantization is live
DeepLearningAI Advanced 1y ago
Day 18 : How to Use Pinecone Vector Database with Langchain | PDF Search Example
RAG & Vector Search
Day 18 : How to Use Pinecone Vector Database with Langchain | PDF Search Example
DataSciLearn 📊 Intermediate 1y ago
Day 17: Vector Database ChromaDB in Langchain | Generative AI Course
RAG & Vector Search
Day 17: Vector Database ChromaDB in Langchain | Generative AI Course
DataSciLearn 📊 Intermediate 1y ago
Real time RAG App using Llama 3.2 and Open Source Stack on CPU
RAG & Vector Search ⚡ AI Lesson
Real time RAG App using Llama 3.2 and Open Source Stack on CPU
AI Anytime Beginner 1y ago
Lecture 14: Dynamic Competition, Part 1
RAG & Vector Search
Lecture 14: Dynamic Competition, Part 1
MIT OpenCourseWare Intermediate 1y ago
Lecture 10: Search, Part 2
RAG & Vector Search ⚡ AI Lesson
Lecture 10: Search, Part 2
MIT OpenCourseWare Intermediate 1y ago
How to Take Charge of Your Growth | Mel Robbins MOTIVATION in 2 Hours
RAG & Vector Search
How to Take Charge of Your Growth | Mel Robbins MOTIVATION in 2 Hours
Evan Carmichael Beginner 1y ago
Introducing Custom Engine agents
RAG & Vector Search ⚡ AI Lesson
Introducing Custom Engine agents
Microsoft 365 Developer Beginner 1y ago
AI Agent to Business Expert: Retrieval Augmented Generation
RAG & Vector Search
AI Agent to Business Expert: Retrieval Augmented Generation
AWS Developers Beginner 1y ago
【7 DAYS TO DIE】 eat sleep punch repeat | DAY 5
RAG & Vector Search
【7 DAYS TO DIE】 eat sleep punch repeat | DAY 5
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【7 DAYS TO DIE】 the horde approaches (for the se-third time) | DAY 4
RAG & Vector Search
【7 DAYS TO DIE】 the horde approaches (for the se-third time) | DAY 4
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【7 DAYS TO DIE】 FAUNA PUNCHHHH | DAY 3
RAG & Vector Search ⚡ AI Lesson
【7 DAYS TO DIE】 FAUNA PUNCHHHH | DAY 3
Ceres Fauna Ch. hololive-EN Beginner 1y ago
RAG++ course: Welcome to the course
RAG & Vector Search ⚡ AI Lesson
RAG++ course: Welcome to the course
Weights & Biases Advanced 1y ago
RAG++ course: Hybrid search with Weaviate
RAG & Vector Search
RAG++ course: Hybrid search with Weaviate
Weights & Biases Intermediate 1y ago
【TCG Card Shop Simulator】 May I interest you in this blue eyes white wolgin?
RAG & Vector Search ⚡ AI Lesson
【TCG Card Shop Simulator】 May I interest you in this blue eyes white wolgin?
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Don't worry about the fine print
RAG & Vector Search
Don't worry about the fine print
Ceres Fauna Ch. hololive-EN Beginner 1y ago
RAG++ course: 4 key techniques for query enhancement
RAG & Vector Search
RAG++ course: 4 key techniques for query enhancement
Weights & Biases Intermediate 1y ago
All they want to do is die
RAG & Vector Search
All they want to do is die
Ceres Fauna Ch. hololive-EN Beginner 1y ago
RAG++ course: Multi-step tool use with Cohere
RAG & Vector Search ⚡ AI Lesson
RAG++ course: Multi-step tool use with Cohere
Weights & Biases Advanced 1y ago
【Buckshot Roulette】 I would simply win
RAG & Vector Search ⚡ AI Lesson
【Buckshot Roulette】 I would simply win
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Day 16 : How to Use Faiss for Fast Document Search in Langchain
RAG & Vector Search
Day 16 : How to Use Faiss for Fast Document Search in Langchain
DataSciLearn 📊 Intermediate 1y ago
Day 15 : Faiss with Langchain | Introduction & Setup | Similarity Search
RAG & Vector Search
Day 15 : Faiss with Langchain | Introduction & Setup | Similarity Search
DataSciLearn 📊 Beginner 1y ago
Day 14 What Are Embeddings? | LangChain Embeddings with Google & Ollama Models | DataSciLearn
RAG & Vector Search
Day 14 What Are Embeddings? | LangChain Embeddings with Google & Ollama Models | DataSciLearn
DataSciLearn 📊 Intermediate 1y ago
Lecture 03: Price Discrimination, Part 1
RAG & Vector Search
Lecture 03: Price Discrimination, Part 1
MIT OpenCourseWare Intermediate 1y ago
Lecture 24: Advertising
RAG & Vector Search
Lecture 24: Advertising
MIT OpenCourseWare Intermediate 1y ago
Lecture 15: Dynamic Competition, Part 2
RAG & Vector Search
Lecture 15: Dynamic Competition, Part 2
MIT OpenCourseWare Intermediate 1y ago
Lecture 04: Price Discrimination, Part 2
RAG & Vector Search
Lecture 04: Price Discrimination, Part 2
MIT OpenCourseWare Intermediate 1y ago
Lecture 18: Strategic Investment, Part 1
RAG & Vector Search ⚡ AI Lesson
Lecture 18: Strategic Investment, Part 1
MIT OpenCourseWare Intermediate 1y ago
Lecture 11: Regulating the Tech Giants
RAG & Vector Search
Lecture 11: Regulating the Tech Giants
MIT OpenCourseWare Intermediate 1y ago
Lecture 17: Entry, Part 2
RAG & Vector Search
Lecture 17: Entry, Part 2
MIT OpenCourseWare Intermediate 1y ago
Lecture 01: Monopoly Pricing and Durable Goods, Part 1
RAG & Vector Search ⚡ AI Lesson
Lecture 01: Monopoly Pricing and Durable Goods, Part 1
MIT OpenCourseWare Intermediate 1y ago
Lecture 19: Strategic Investment, Part 2
RAG & Vector Search
Lecture 19: Strategic Investment, Part 2
MIT OpenCourseWare Intermediate 1y ago
Lecture 16: Entry
RAG & Vector Search
Lecture 16: Entry
MIT OpenCourseWare Intermediate 1y ago
Lecture 02: Monopoly Pricing and Durable Goods, Part 2
RAG & Vector Search
Lecture 02: Monopoly Pricing and Durable Goods, Part 2
MIT OpenCourseWare Intermediate 1y ago
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Core 1: Hardware and Network Troubleshooting
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Self-paced
Core 1: Hardware and Network Troubleshooting
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Utilize LinkedIn for Career Search
📚 External: Coursera ↗
Self-paced
Utilize LinkedIn for Career Search
Opens on Coursera ↗
Advanced RAG Patterns
📚 External: Coursera ↗
Self-paced
Advanced RAG Patterns
Opens on Coursera ↗
Project: Generative AI Applications with RAG and LangChain
📚 External: Coursera ↗
Self-paced
Project: Generative AI Applications with RAG and LangChain
Opens on Coursera ↗
Vector Databases: from Embeddings to Applications
📚 External: Coursera ↗
Self-paced
Vector Databases: from Embeddings to Applications
Opens on Coursera ↗
Basics of Extracellular Vesicles
📚 External: Coursera ↗
Self-paced
Basics of Extracellular Vesicles
Opens on Coursera ↗