Core AI

RAG & Vector Search

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

5,269
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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Why Most People Stay Poor
RAG & Vector Search โšก AI Lesson
Why Most People Stay Poor
Dan Lok Intermediate 2mo ago
Where AI and Crypto Collide
RAG & Vector Search
Where AI and Crypto Collide
The Information Intermediate 2mo ago
Universal-3 Pro: Office Icebreakers
RAG & Vector Search
Universal-3 Pro: Office Icebreakers
AssemblyAI Beginner 2mo ago
How to Ask for a Letter of Recommendation: A Step-by-Step Guide
RAG & Vector Search
How to Ask for a Letter of Recommendation: A Step-by-Step Guide
Coursera Beginner 2mo ago
Comment "openclaw" below๐Ÿ‘‡
RAG & Vector Search โšก AI Lesson
Comment "openclaw" below๐Ÿ‘‡
Tech With Tim Beginner 2mo ago
Docker vs Kubernetes vs What You Actually Need #devops #softwareengineering #tech #bytemonk
RAG & Vector Search โšก AI Lesson
Docker vs Kubernetes vs What You Actually Need #devops #softwareengineering #tech #bytemonk
ByteMonk Beginner 2mo ago
Do you know it?๐Ÿค” Comment below.
RAG & Vector Search โšก AI Lesson
Do you know it?๐Ÿค” Comment below.
Tech With Tim Beginner 2mo ago
JEFFREY EPSTEIN WAS A MADE UP PERSON?
RAG & Vector Search
JEFFREY EPSTEIN WAS A MADE UP PERSON?
The Diary Of A CEO Beginner 2mo ago
Why didnโ€™t the Constitution prevent Trump from attacking Iran? #shorts
RAG & Vector Search
Why didnโ€™t the Constitution prevent Trump from attacking Iran? #shorts
Vox Intermediate 2mo ago
Understanding Basic Vector Search With KNN | Vector Databases for Beginners | Part 12
RAG & Vector Search โšก AI Lesson
Understanding Basic Vector Search With KNN | Vector Databases for Beginners | Part 12
Data Science DoJo Beginner 2mo ago
Doug Turnbull and Trey Grainger on AI-Powered Search - Weaviate Podcast #133!
RAG & Vector Search
Doug Turnbull and Trey Grainger on AI-Powered Search - Weaviate Podcast #133!
Weaviate vector database Beginner 2mo ago
Vector Reality Pinecone in Everyday AI Search
RAG & Vector Search
Vector Reality Pinecone in Everyday AI Search
AiInSixtySec Intermediate 2mo ago
No One Is Buying Computers Anymore
RAG & Vector Search
No One Is Buying Computers Anymore
Brodie Robertson Intermediate 2mo ago
Context Engineering 2.0: MCP, Agentic RAG & Memory // Simba Khadder
RAG & Vector Search
Context Engineering 2.0: MCP, Agentic RAG & Memory // Simba Khadder
MLOps.community Beginner 2mo ago
Intro to Sentence Embeddings with Transformers | Hands-On Tutorial (Colab)
RAG & Vector Search
Intro to Sentence Embeddings with Transformers | Hands-On Tutorial (Colab)
Abonia Sojasingarayar Beginner 2mo ago
Making Claude Code Actually Remember Things
RAG & Vector Search
Making Claude Code Actually Remember Things
Artem Zhutov Intermediate 2mo ago
Retrieval Augmented Generation Quick Look Quiz Solution
RAG & Vector Search
Retrieval Augmented Generation Quick Look Quiz Solution
trailhead brothers Beginner 2mo ago
AI Search Guide 2026: Fuzzy vs Vector Search EXPOSED
RAG & Vector Search โšก AI Lesson
AI Search Guide 2026: Fuzzy vs Vector Search EXPOSED
CodeCraft Academy Beginner 2mo ago
Debug Storage APIs
RAG & Vector Search โšก AI Lesson
Debug Storage APIs
Matthew Berman Intermediate 2mo ago
Before you scale: A guide to Cloud Run cost optimization
RAG & Vector Search โšก AI Lesson
Before you scale: A guide to Cloud Run cost optimization
Google Cloud Tech Intermediate 2mo ago
Building RAG From Scratch โ€” No Libraries, Just Math || 30 days 30 AI concepts
RAG & Vector Search
Building RAG From Scratch โ€” No Libraries, Just Math || 30 days 30 AI concepts
ClearTheAI Beginner 2mo ago
Beyond Keywords: Hybrid Search (Vector + BM25) for High-Accuracy RAG Systems
RAG & Vector Search
Beyond Keywords: Hybrid Search (Vector + BM25) for High-Accuracy RAG Systems
CodeCraft Academy Intermediate 2mo ago
The Biggest Lie About Freedom
RAG & Vector Search
The Biggest Lie About Freedom
Dan Lok Intermediate 2mo ago
10 Things You MUST DO After Uploading a YouTube Video (if you want it to take off)
RAG & Vector Search โšก AI Lesson
10 Things You MUST DO After Uploading a YouTube Video (if you want it to take off)
Gillian Perkins Advanced 2mo ago
Coding the Ultimate RAG Engine from Zero
RAG & Vector Search
Coding the Ultimate RAG Engine from Zero
ClearTheAI Intermediate 2mo ago
The New "Small Channel Advantage" (and how to make the most of it)
RAG & Vector Search โšก AI Lesson
The New "Small Channel Advantage" (and how to make the most of it)
Gillian Perkins Beginner 2mo ago
We invented these, so that you can crochet with rubber bands! ๐Ÿช„
RAG & Vector Search
We invented these, so that you can crochet with rubber bands! ๐Ÿช„
Rainbow Loom Beginner 2mo ago
Donโ€™t Overthink AWS
RAG & Vector Search
Donโ€™t Overthink AWS
Coursera Beginner 2mo ago
One click deploys vs manual K8s hell #devops
RAG & Vector Search
One click deploys vs manual K8s hell #devops
ByteMonk Beginner 2mo ago
Stop Answering Interview Questions (Do This Instead)
RAG & Vector Search
Stop Answering Interview Questions (Do This Instead)
Career Growth With Lucy Beginner 2mo ago
Wix vs Squarespace - Which one is best for making a website?
RAG & Vector Search โšก AI Lesson
Wix vs Squarespace - Which one is best for making a website?
Howfinity Beginner 2mo ago
DGX Spark Live: Building the Contextual Memory Layer for Teams
RAG & Vector Search
DGX Spark Live: Building the Contextual Memory Layer for Teams
NVIDIA Developer Beginner 2mo ago
Itโ€™s unlikely that Jeffrey Epsteinโ€™s friends were in the dark about his sex crimes #shorts
RAG & Vector Search
Itโ€™s unlikely that Jeffrey Epsteinโ€™s friends were in the dark about his sex crimes #shorts
Vox Intermediate 2mo ago
Seven Questions About Tariffs That Everyone Should Know
RAG & Vector Search
Seven Questions About Tariffs That Everyone Should Know
MIT OpenCourseWare Beginner 2mo ago
Interesting story about Hadoop #aiwithakash #aiintamil #dataengineering #datascience
RAG & Vector Search
Interesting story about Hadoop #aiwithakash #aiintamil #dataengineering #datascience
AI with Akash Intermediate 2mo ago
AWS S3 Deep Dive: Vector Buckets, Amazon Q, and CLI Data Management
RAG & Vector Search โšก AI Lesson
AWS S3 Deep Dive: Vector Buckets, Amazon Q, and CLI Data Management
Analytics Vidhya Advanced 2mo ago
AI Mode Features & Ranking | Tom Capper | Whiteboard Friday
RAG & Vector Search
AI Mode Features & Ranking | Tom Capper | Whiteboard Friday
Moz Beginner 2mo ago
Have you ever used Flask before? Comment below.
RAG & Vector Search โšก AI Lesson
Have you ever used Flask before? Comment below.
Tech With Tim Beginner 2mo ago
This is the most powerful skill to learn.
RAG & Vector Search โšก AI Lesson
This is the most powerful skill to learn.
Tech With Tim Beginner 2mo ago
Is this going to transform word press forever?
RAG & Vector Search โšก AI Lesson
Is this going to transform word press forever?
Tech With Tim Beginner 2mo ago
What do you think the answer is? Comment below๐Ÿ‘‡
RAG & Vector Search โšก AI Lesson
What do you think the answer is? Comment below๐Ÿ‘‡
Tech With Tim Beginner 2mo ago
10 Python one liners youโ€™ll actually use
RAG & Vector Search โšก AI Lesson
10 Python one liners youโ€™ll actually use
Tech With Tim Beginner 2mo ago
Drop your answers below๐Ÿ‘‡
RAG & Vector Search โšก AI Lesson
Drop your answers below๐Ÿ‘‡
Tech With Tim Beginner 2mo ago
Do you know it?๐Ÿค” Comment below.
RAG & Vector Search โšก AI Lesson
Do you know it?๐Ÿค” Comment below.
Tech With Tim Beginner 2mo ago
How to ACTUALLY make money from coding.
RAG & Vector Search โšก AI Lesson
How to ACTUALLY make money from coding.
Tech With Tim Beginner 2mo ago
RAG Part 3: Context Injection & The "Lost in the Middle" Trap|| 30 days 30 AI concepts
RAG & Vector Search
RAG Part 3: Context Injection & The "Lost in the Middle" Trap|| 30 days 30 AI concepts
ClearTheAI Beginner 2mo ago
Should you learn Python as a beginner?๐Ÿค”
RAG & Vector Search โšก AI Lesson
Should you learn Python as a beginner?๐Ÿค”
Tech With Tim Beginner 2mo ago
Do you know it?๐Ÿค” Comment below.
RAG & Vector Search โšก AI Lesson
Do you know it?๐Ÿค” Comment below.
Tech With Tim Beginner 2mo ago
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