Core AI

RAG & Vector Search

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

5,267
lessons
Skills in this topic
View full skill map →
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
Videos 5,116 Reads 151
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
RAG vs Fine-tuning (n8n) #n8n #rag #finetuning
1:41
RAG & Vector Search ⚡ AI Lesson
RAG vs Fine-tuning (n8n) #n8n #rag #finetuning
The AI Automators Beginner 10mo ago
3 Link Building Strategies That Actually Work in 2025 (With Real Examples)
4:34
RAG & Vector Search ⚡ AI Lesson
3 Link Building Strategies That Actually Work in 2025 (With Real Examples)
Randy The News Guy Intermediate 1y ago
What is Retrieval Augmented Generation (RAG) ? Simplified Explanation
0:36
RAG & Vector Search ⚡ AI Lesson
What is Retrieval Augmented Generation (RAG) ? Simplified Explanation
GetDevOpsReady Beginner 1y ago
Keywords for Google My Business
0:21
RAG & Vector Search ⚡ AI Lesson
Keywords for Google My Business
The Branding Agency Intermediate 1y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Introduction to APIs in Google
📚 Coursera Course ↗
Self-paced
Introduction to APIs in Google
Opens on Coursera ↗
Core 1: Hardware and Network Troubleshooting
📚 Coursera Course ↗
Self-paced
Core 1: Hardware and Network Troubleshooting
Opens on Coursera ↗
Hospitality Pricing Strategies and Distribution Channels
📚 Coursera Course ↗
Self-paced
Hospitality Pricing Strategies and Distribution Channels
Opens on Coursera ↗
Creating and Populating a Bigtable Instance
📚 Coursera Course ↗
Self-paced
Creating and Populating a Bigtable Instance
Opens on Coursera ↗
Introduction to Networking and Storage
📚 Coursera Course ↗
Self-paced
Introduction to Networking and Storage
Opens on Coursera ↗
Build Chroma Search
📚 Coursera Course ↗
Self-paced
Build Chroma Search
Opens on Coursera ↗