Core AI

RAG & Vector Search

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

5,272
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
Open-Source vs Closed-Source Embeddings, Which to Choose? | Vector Databases for Beginners | Part 9
RAG & Vector Search โšก AI Lesson
Open-Source vs Closed-Source Embeddings, Which to Choose? | Vector Databases for Beginners | Part 9
Data Science DoJo Beginner 3mo ago
This Luxury Food Rating Was a Tire Companyโ€™s Secret Plan ๐Ÿš—    #shorts
RAG & Vector Search
This Luxury Food Rating Was a Tire Companyโ€™s Secret Plan ๐Ÿš— #shorts
Jacky Chou from Indexsy Beginner 3mo ago
New FREE Antigravity AI Video Agent is INSANE!
RAG & Vector Search
New FREE Antigravity AI Video Agent is INSANE!
Julian Goldie SEO Beginner 3mo ago
RAG & MCP Fundamentals โ€“ A Hands-On Crash Course
RAG & Vector Search โšก AI Lesson
RAG & MCP Fundamentals โ€“ A Hands-On Crash Course
freeCodeCamp.org Beginner 3mo ago
Creating Embeddings With Closed-Source Model in Weaviate | Vector Databases for Beginners | Part 8
RAG & Vector Search โšก AI Lesson
Creating Embeddings With Closed-Source Model in Weaviate | Vector Databases for Beginners | Part 8
Data Science Dojo Beginner 3mo ago
How to Transition from Non-IT to IT Jobs? | Switch to IT Careers #shorts #simplilearn
RAG & Vector Search
How to Transition from Non-IT to IT Jobs? | Switch to IT Careers #shorts #simplilearn
Simplilearn Beginner 3mo ago
Mastering Vector Databases: Embeddings, FAISS, and Semantic Search
RAG & Vector Search
Mastering Vector Databases: Embeddings, FAISS, and Semantic Search
Analytics Vidhya Beginner 3mo ago
Vector Database Explained Simply | Semantic Search
RAG & Vector Search
Vector Database Explained Simply | Semantic Search
GetDevOpsReady Beginner 3mo ago
The Only Programming Languages Worth Learning in 2026
RAG & Vector Search โšก AI Lesson
The Only Programming Languages Worth Learning in 2026
Tech With Tim Beginner 3mo ago
How to Build SO Much Confidence You Stop Doubting Yourself (3 Hours of Truth)
RAG & Vector Search
How to Build SO Much Confidence You Stop Doubting Yourself (3 Hours of Truth)
Evan Carmichael Intermediate 3mo ago
X Is Paying $1,000,000 for Writing
RAG & Vector Search
X Is Paying $1,000,000 for Writing
Full Disclosure Intermediate 3mo ago
Embeddings and Vector Databases for Fast RAG (100% Local) | Ollama, Supabase (PostgreSQL + pgvector)
RAG & Vector Search โšก AI Lesson
Embeddings and Vector Databases for Fast RAG (100% Local) | Ollama, Supabase (PostgreSQL + pgvector)
Venelin Valkov Intermediate 3mo ago
Spotifyโ€™s Real Power Isnโ€™t Music ๐ŸŽง    #shorts
RAG & Vector Search
Spotifyโ€™s Real Power Isnโ€™t Music ๐ŸŽง #shorts
Jacky Chou from Indexsy Beginner 3mo ago
Build your own RAG without code
RAG & Vector Search โšก AI Lesson
Build your own RAG without code
Abhishek Thakur Intermediate 3mo ago
Want to 10x your Salary in 2026 by making a Career Transition into AI?
RAG & Vector Search
Want to 10x your Salary in 2026 by making a Career Transition into AI?
AI Coach John (Tamil) Beginner 3mo ago
AI Code Assistant Architecture Explained: Deep Dive! #shorts #youtubeshorts
RAG & Vector Search โšก AI Lesson
AI Code Assistant Architecture Explained: Deep Dive! #shorts #youtubeshorts
AI Anytime Beginner 3mo ago
Culture isnโ€™t soft. Itโ€™s expensive when itโ€™s wrong
RAG & Vector Search
Culture isnโ€™t soft. Itโ€™s expensive when itโ€™s wrong
The Startup Club by Slidebean Advanced 3mo ago
Inside The Failed 2020 Coup In Venezuela That Captured Ex-US Special Forces
RAG & Vector Search
Inside The Failed 2020 Coup In Venezuela That Captured Ex-US Special Forces
Business Insider Beginner 3mo ago
AST Code Parsing: Unlocking RAG for IDEs #shorts
RAG & Vector Search โšก AI Lesson
AST Code Parsing: Unlocking RAG for IDEs #shorts
AI Anytime Intermediate 3mo ago
I Ran Proxmox and VMware Side by Side for a Year (What Surprised Me Most)
RAG & Vector Search โšก AI Lesson
I Ran Proxmox and VMware Side by Side for a Year (What Surprised Me Most)
VirtualizationHowto Beginner 3mo ago
Memory Bottleneck Hits Hardware Maker Stocks
RAG & Vector Search โšก AI Lesson
Memory Bottleneck Hits Hardware Maker Stocks
Bloomberg Technology Intermediate 3mo ago
Qwen3 Multimodal Embeddings: Finally, RAG That Sees
RAG & Vector Search โšก AI Lesson
Qwen3 Multimodal Embeddings: Finally, RAG That Sees
Sam Witteveen Intermediate 3mo ago
Complete Azure AI Search Masterclass! | Beginner to Expert!
RAG & Vector Search โšก AI Lesson
Complete Azure AI Search Masterclass! | Beginner to Expert!
Azure Innovation Station | Azure AI Agents Beginner 4mo ago
CloudBees CEO: Why Migration Is a Mirage Costing You Millions
RAG & Vector Search โšก AI Lesson
CloudBees CEO: Why Migration Is a Mirage Costing You Millions
The New Stack Intermediate 4mo ago
BigQuery Migration Service: Validation and optimization
RAG & Vector Search โšก AI Lesson
BigQuery Migration Service: Validation and optimization
Google Cloud Tech Advanced 4mo ago
Vector Search Tutorial | Hands-On Challenge Day 7/12
RAG & Vector Search โšก AI Lesson
Vector Search Tutorial | Hands-On Challenge Day 7/12
Databricks Intermediate 4mo ago
The Startup Building Parts Faster Than China
RAG & Vector Search
The Startup Building Parts Faster Than China
The Hustle Beginner 4mo ago
Multimodal AI Just Leveled Up: Alibabaโ€™s Qwen3 Explained
RAG & Vector Search โšก AI Lesson
Multimodal AI Just Leveled Up: Alibabaโ€™s Qwen3 Explained
Analytics Vidhya Beginner 4mo ago
HSBC achieves 18x faster data processing with AI
RAG & Vector Search
HSBC achieves 18x faster data processing with AI
Google Cloud Beginner 4mo ago
Things I Stopped Self-Hosting (And Why Cloud Won in My Home Lab)
RAG & Vector Search
Things I Stopped Self-Hosting (And Why Cloud Won in My Home Lab)
VirtualizationHowto Intermediate 4mo ago
Embeddings and features for a better system
RAG & Vector Search โšก AI Lesson
Embeddings and features for a better system
MLOps.community Intermediate 4mo ago
A new course on Retrieval Augmented Generation (RAG) is live!
RAG & Vector Search
A new course on Retrieval Augmented Generation (RAG) is live!
DeepLearningAI Intermediate 4mo ago
Warner Bros. Rejects Latest Paramount Bid
RAG & Vector Search โšก AI Lesson
Warner Bros. Rejects Latest Paramount Bid
Bloomberg Technology Intermediate 4mo ago
What Does It Take to Beat Nvidia?
RAG & Vector Search
What Does It Take to Beat Nvidia?
No Priors: AI, Machine Learning, Tech, & Startups Intermediate 4mo ago
Creating & Ingesting Your Own Embeddings in Weaviate | Vector Databases for Beginners | Part 7
RAG & Vector Search
Creating & Ingesting Your Own Embeddings in Weaviate | Vector Databases for Beginners | Part 7
Data Science Dojo Beginner 4mo ago
Getting creative with embeddings
RAG & Vector Search โšก AI Lesson
Getting creative with embeddings
MLOps.community Intermediate 4mo ago
6: Deep Learning for Natural Language โ€“ Embeddings
RAG & Vector Search โšก AI Lesson
6: Deep Learning for Natural Language โ€“ Embeddings
MIT OpenCourseWare Beginner 4mo ago
Deploy a Databricks workspace in 3 clicks
RAG & Vector Search โšก AI Lesson
Deploy a Databricks workspace in 3 clicks
Databricks Intermediate 4mo ago
How to Build a Voice Agent with RAG and Safety Guardrails
RAG & Vector Search
How to Build a Voice Agent with RAG and Safety Guardrails
NVIDIA Developer Beginner 4mo ago
Technical Skills are NOTHING compared to this... ๐Ÿ‘€
RAG & Vector Search โšก AI Lesson
Technical Skills are NOTHING compared to this... ๐Ÿ‘€
DataCamp Beginner 4mo ago
Data Warehouse vs. Database: Which One Do You Need?
RAG & Vector Search
Data Warehouse vs. Database: Which One Do You Need?
Coursera Beginner 4mo ago
The Data Analyst Role in 2026
RAG & Vector Search โšก AI Lesson
The Data Analyst Role in 2026
DataCamp Beginner 4mo ago
Building an AI Code Assistant: How Cursor, Antigravity & Agentic IDEs Work
RAG & Vector Search โšก AI Lesson
Building an AI Code Assistant: How Cursor, Antigravity & Agentic IDEs Work
AI Anytime Beginner 3mo ago
Small Language Models Powering AI: The Future? #shorts #slm #slms #youtubeshorts
RAG & Vector Search โšก AI Lesson
Small Language Models Powering AI: The Future? #shorts #slm #slms #youtubeshorts
AI Anytime Advanced 3mo ago
CES 2024: Intel & Qualcomm Unleash CRAZY FAST Tech! #shorts. #physicalai #youtubeshorts #aishorts
RAG & Vector Search โšก AI Lesson
CES 2024: Intel & Qualcomm Unleash CRAZY FAST Tech! #shorts. #physicalai #youtubeshorts #aishorts
AI Anytime Intermediate 3mo ago
Why Average Products Become Icons ๐Ÿ‘‘   #shorts
RAG & Vector Search
Why Average Products Become Icons ๐Ÿ‘‘ #shorts
Jacky Chou from Indexsy Intermediate 4mo ago
Lenovo CTO on AI Product Rollout, Vision
RAG & Vector Search
Lenovo CTO on AI Product Rollout, Vision
Bloomberg Technology Intermediate 4mo ago
The Outlook for AI Regulation in 2026
RAG & Vector Search
The Outlook for AI Regulation in 2026
Bloomberg Technology Intermediate 4mo ago
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Strategic Career Planning in Technology-Based Roles
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Strategic Career Planning in Technology-Based Roles
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Building High-Performance Teams in Hospitality
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Building High-Performance Teams in Hospitality
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AZ-900 Microsoft Azure Fundamentals Exam Quick Prep
๐Ÿ“š Coursera Course โ†—
Self-paced
AZ-900 Microsoft Azure Fundamentals Exam Quick Prep
Opens on Coursera โ†—
Building Applications with Vector Databases
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Building Applications with Vector Databases
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Sourcing and Screening Applicants
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Sourcing and Screening Applicants
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TikTok Videography: Visual Techniques
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TikTok Videography: Visual Techniques
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