Core AI

RAG & Vector Search

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

4,143
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
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The 8 Trends I’m Betting My Entire Marketing Strategy On in 2026
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RAG & Vector Search ⚡ AI Lesson
The 8 Trends I’m Betting My Entire Marketing Strategy On in 2026
Neil Patel Intermediate 6mo ago
Vector Embeddings and Tokens
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RAG & Vector Search ⚡ AI Lesson
Vector Embeddings and Tokens
Telusko Beginner 6mo ago
RAG Explained For Beginners
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RAG & Vector Search ⚡ AI Lesson
RAG Explained For Beginners
KodeKloud Beginner 10mo ago
RAG vs. Fine Tuning
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RAG & Vector Search ⚡ AI Lesson
RAG vs. Fine Tuning
IBM Technology Beginner 1y ago
What are Word Embeddings?
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RAG & Vector Search ⚡ AI Lesson
What are Word Embeddings?
IBM Technology Beginner 1y ago
4 Simple [But Impactful] Student Engagement Strategies
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RAG & Vector Search
4 Simple [But Impactful] Student Engagement Strategies
EVERFI K-12 Beginner 4y ago
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RAG & Vector Search ⚡ AI Lesson
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sevdesk Intermediate 6y ago
📚 Continue on Coursera External links · Free to audit
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Vector Databases for RAG: An Introduction
📚 External: Coursera ↗
Self-paced
Vector Databases for RAG: An Introduction
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Integrate Embeddings and Chroma
📚 External: Coursera ↗
Self-paced
Integrate Embeddings and Chroma
Opens on Coursera ↗
Understanding and Applying Text Embeddings
📚 External: Coursera ↗
Self-paced
Understanding and Applying Text Embeddings
Opens on Coursera ↗
Prompt Compression and Query Optimization
📚 External: Coursera ↗
Self-paced
Prompt Compression and Query Optimization
Opens on Coursera ↗
Das liebe Geld - Finance im Alltag
📚 External: Coursera ↗
Self-paced
Das liebe Geld - Finance im Alltag
Opens on Coursera ↗
Weaviate Database Mastery
📚 External: Coursera ↗
Self-paced
Weaviate Database Mastery
Opens on Coursera ↗