Core AI

RAG & Vector Search

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

4,149
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
How to become a Python developer FAST
RAG & Vector Search ⚡ AI Lesson
How to become a Python developer FAST
Tech With Tim Beginner 11mo ago
Lecture 11: Graphs and Coloring
RAG & Vector Search
Lecture 11: Graphs and Coloring
MIT OpenCourseWare Intermediate 11mo ago
Lecture 1: Predicates, Sets, and Proofs
RAG & Vector Search ⚡ AI Lesson
Lecture 1: Predicates, Sets, and Proofs
MIT OpenCourseWare Advanced 11mo ago
How do I know my RAG system isn't missing anything important?
RAG & Vector Search ⚡ AI Lesson
How do I know my RAG system isn't missing anything important?
Microsoft Developer Intermediate 11mo ago
🔥Junior vs Senior Java Developer  #shorts #simplilearn
RAG & Vector Search
🔥Junior vs Senior Java Developer #shorts #simplilearn
Simplilearn Beginner 11mo ago
Build a Vision RAG System From Scratch: The Future of Multimodal Retrieval-Augmented Generation!
RAG & Vector Search ⚡ AI Lesson
Build a Vision RAG System From Scratch: The Future of Multimodal Retrieval-Augmented Generation!
The Gradient Path Intermediate 11mo ago
Hard truth: there’s no shortcut to long-term success.
RAG & Vector Search ⚡ AI Lesson
Hard truth: there’s no shortcut to long-term success.
Professor Charley T Intermediate 11mo ago
Why America Loves This Gas Station
RAG & Vector Search
Why America Loves This Gas Station
The Hustle Beginner 11mo ago
A new course on Retrieval Augmented Generation (RAG) is here!
RAG & Vector Search
A new course on Retrieval Augmented Generation (RAG) is here!
DeepLearningAI Intermediate 11mo ago
A new course on Retrieval Augmented Generation (RAG) is live!
RAG & Vector Search ⚡ AI Lesson
A new course on Retrieval Augmented Generation (RAG) is live!
DeepLearningAI Intermediate 11mo ago
PLEASE Stop Making These Python Coding Mistakes
RAG & Vector Search ⚡ AI Lesson
PLEASE Stop Making These Python Coding Mistakes
Tech With Tim Beginner 11mo ago
Embeddings: The Mathematics of Meaning | 30 Days of AI - Day 23
RAG & Vector Search
Embeddings: The Mathematics of Meaning | 30 Days of AI - Day 23
Muntazir Abidi Beginner 11mo ago
Navigating Graph vs. Vector RAG
RAG & Vector Search
Navigating Graph vs. Vector RAG
Latent Space Intermediate 11mo ago
[Workshop] AI Pipelines and Agents in Pure TypeScript with Mastra.ai — Nick Nisi, Zack Proser
RAG & Vector Search
[Workshop] AI Pipelines and Agents in Pure TypeScript with Mastra.ai — Nick Nisi, Zack Proser
AI Engineer Intermediate 11mo ago
RAG Isn’t Dead
RAG & Vector Search
RAG Isn’t Dead
Latent Space Intermediate 11mo ago
Weaviate TECH Hands-On: Personalization Agent
RAG & Vector Search
Weaviate TECH Hands-On: Personalization Agent
Weaviate vector database Intermediate 11mo ago
Transform retail with edge AI analytics
RAG & Vector Search
Transform retail with edge AI analytics
Google Cloud Intermediate 11mo ago
What is RAG(Retrieval Augmented Generation) | RAG Fundamentals And Advanced Techniques | Simplilearn
RAG & Vector Search
What is RAG(Retrieval Augmented Generation) | RAG Fundamentals And Advanced Techniques | Simplilearn
Simplilearn Advanced 11mo ago
Why Groceries Are SO Expensive Now
RAG & Vector Search
Why Groceries Are SO Expensive Now
Johnny Harris Intermediate 11mo ago
Summit Live: Partners - Hear From Key Companies on Adding Value
RAG & Vector Search ⚡ AI Lesson
Summit Live: Partners - Hear From Key Companies on Adding Value
Databricks Intermediate 11mo ago
DeepExtension RAG as AI's Knowledge Plugin
RAG & Vector Search
DeepExtension RAG as AI's Knowledge Plugin
DeepExtension Intermediate 11mo ago
What is an AI Transformation Partner? (and how to become one)
RAG & Vector Search ⚡ AI Lesson
What is an AI Transformation Partner? (and how to become one)
Liam Ottley Beginner 11mo ago
The Struggle to Express Feelings and the Impact of Unspoken Emotions | VeeFriends 🐈‍⬛ Full Episodes
RAG & Vector Search
The Struggle to Express Feelings and the Impact of Unspoken Emotions | VeeFriends 🐈‍⬛ Full Episodes
VeeFriends Cartoons Beginner 11mo ago
Create advanced automations using the Home APIs on Android
RAG & Vector Search
Create advanced automations using the Home APIs on Android
Google for Developers Intermediate 11mo ago
Advanced RAG Overview — Thawing Your Frozen RAG Pipeline
RAG & Vector Search ⚡ AI Lesson
Advanced RAG Overview — Thawing Your Frozen RAG Pipeline
Databricks Beginner 11mo ago
Richard Branson's Top 10 Rules for Success
RAG & Vector Search
Richard Branson's Top 10 Rules for Success
Evan Carmichael Beginner 12mo ago
Lexical (BM25) and Neural (Sparse Embeddings) Hybrid Search with Autocomplete Using OpenSearch
RAG & Vector Search
Lexical (BM25) and Neural (Sparse Embeddings) Hybrid Search with Autocomplete Using OpenSearch
Data Science and Data Visualization Intermediate 12mo ago
Our Best Tips for Context Engineering (full training session) (from prompts to fine-tuning LLMs)
RAG & Vector Search
Our Best Tips for Context Engineering (full training session) (from prompts to fine-tuning LLMs)
What's AI by Louis-François Bouchard Advanced 12mo ago
Sufficient Context with Hailey Joren - Weaviate Podcast #125!
RAG & Vector Search
Sufficient Context with Hailey Joren - Weaviate Podcast #125!
Weaviate vector database Advanced 12mo ago
Raghav Sir Na Ki GfG Ki Website Hack? 😱😳 #Shorts #Hacketyper #ViralVideo #GfG
RAG & Vector Search
Raghav Sir Na Ki GfG Ki Website Hack? 😱😳 #Shorts #Hacketyper #ViralVideo #GfG
GeeksforGeeks Intermediate 12mo ago
#NVIDIA DGX Spark - Your Own Personal #AI Supercomputer
RAG & Vector Search ⚡ AI Lesson
#NVIDIA DGX Spark - Your Own Personal #AI Supercomputer
NVIDIA Developer Intermediate 12mo ago
Why Is NVIDIA Llama NeMo Retriever for Multimodal RAG #1 on Three Leaderboards?
RAG & Vector Search
Why Is NVIDIA Llama NeMo Retriever for Multimodal RAG #1 on Three Leaderboards?
NVIDIA Developer Intermediate 1y ago
Lead Capture Automation: Build a Unified System (RevOps Onboarding Pt. 1)
RAG & Vector Search
Lead Capture Automation: Build a Unified System (RevOps Onboarding Pt. 1)
Zapier Beginner 1y ago
n8n Just Leveled Up RAG Agents (Reranking & Metadata)
RAG & Vector Search ⚡ AI Lesson
n8n Just Leveled Up RAG Agents (Reranking & Metadata)
Nate Herk | AI Automation Intermediate 1y ago
Transition away from third-party cookies with CHIPS
RAG & Vector Search
Transition away from third-party cookies with CHIPS
Chrome for Developers Beginner 1y ago
AI: SWE Code-RAG at 9% Best (RAG to RACG)
RAG & Vector Search
AI: SWE Code-RAG at 9% Best (RAG to RACG)
Discover AI Advanced 1y ago
Lecture 2: Contradiction and Induction
RAG & Vector Search
Lecture 2: Contradiction and Induction
MIT OpenCourseWare Advanced 11mo ago
Lecture 15: Relations and Counting
RAG & Vector Search ⚡ AI Lesson
Lecture 15: Relations and Counting
MIT OpenCourseWare Beginner 11mo ago
Lecture 17: More Counting Techniques
RAG & Vector Search ⚡ AI Lesson
Lecture 17: More Counting Techniques
MIT OpenCourseWare Advanced 11mo ago
Lecture 10: Cryptography
RAG & Vector Search
Lecture 10: Cryptography
MIT OpenCourseWare Advanced 11mo ago
Lecture 8: Divisibility
RAG & Vector Search
Lecture 8: Divisibility
MIT OpenCourseWare Advanced 11mo ago
Lecture 22: Expectation
RAG & Vector Search ⚡ AI Lesson
Lecture 22: Expectation
MIT OpenCourseWare Advanced 11mo ago
Lecture 19: Conditional Probability
RAG & Vector Search
Lecture 19: Conditional Probability
MIT OpenCourseWare Beginner 11mo ago
Lecture 20: Independence
RAG & Vector Search
Lecture 20: Independence
MIT OpenCourseWare Advanced 11mo ago
Lecture 7: Recurrences
RAG & Vector Search ⚡ AI Lesson
Lecture 7: Recurrences
MIT OpenCourseWare Intermediate 11mo ago
Evaluation-Driven Development Workflows: Best Practices and Real-World Scenarios
RAG & Vector Search ⚡ AI Lesson
Evaluation-Driven Development Workflows: Best Practices and Real-World Scenarios
Databricks Beginner 11mo ago
Tech Industry Session: Building Collaborative Ecosystems With Openness and Portability
RAG & Vector Search ⚡ AI Lesson
Tech Industry Session: Building Collaborative Ecosystems With Openness and Portability
Databricks Intermediate 11mo ago
How  to Learn to Code as a Kid (Under 18)
RAG & Vector Search ⚡ AI Lesson
How to Learn to Code as a Kid (Under 18)
Tech With Tim Intermediate 12mo ago
📚 Continue on Coursera External links · Free to audit
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Building Applications with Vector Databases
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Building Applications with Vector Databases
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Solidity for Beginners: Write and Test Smart Contracts
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Self-paced
Solidity for Beginners: Write and Test Smart Contracts
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HelixDB From Zero
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HelixDB From Zero
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Pesquisa vetorial e embeddings
📚 External: Coursera ↗
Self-paced
Pesquisa vetorial e embeddings
Opens on Coursera ↗
Embedding Models: From Architecture to Implementation
📚 External: Coursera ↗
Self-paced
Embedding Models: From Architecture to Implementation
Opens on Coursera ↗
Gen AI - RAG Application Development using LangChain
📚 External: Coursera ↗
Self-paced
Gen AI - RAG Application Development using LangChain
Opens on Coursera ↗