Core AI

RAG & Vector Search

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

5,271
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 5,117 Reads 154
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
L2 Digital IQ - Beauty UK 2015
RAG & Vector Search
L2 Digital IQ - Beauty UK 2015
Gartner for Marketing Advanced 11y ago
The security mirage - Bruce Schneier
RAG & Vector Search
The security mirage - Bruce Schneier
TED-Ed Advanced 12y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
In Depth CapCut Video Editing Masterclass: Core Editing
📚 Coursera Course ↗
Self-paced
In Depth CapCut Video Editing Masterclass: Core Editing
Opens on Coursera ↗
Negotiation That Works: Strategies for Influence & Agreement
📚 Coursera Course ↗
Self-paced
Negotiation That Works: Strategies for Influence & Agreement
Opens on Coursera ↗
Pesquisa vetorial e embeddings
📚 Coursera Course ↗
Self-paced
Pesquisa vetorial e embeddings
Opens on Coursera ↗
Marketing in a Digital World
📚 Coursera Course ↗
Self-paced
Marketing in a Digital World
Opens on Coursera ↗
Manage Data in Chroma
📚 Coursera Course ↗
Self-paced
Manage Data in Chroma
Opens on Coursera ↗
Internet of Things V2: DragonBoard™ bring up and community ecosystem
📚 Coursera Course ↗
Self-paced
Internet of Things V2: DragonBoard™ bring up and community ecosystem
Opens on Coursera ↗