Core AI

RAG & Vector Search

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

4,987
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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Vector Embeddings and Tokens
14:13
RAG & Vector Search ⚡ AI Lesson
Vector Embeddings and Tokens
Telusko Beginner 7mo ago
RAG Explained For Beginners
10:09
RAG & Vector Search ⚡ AI Lesson
RAG Explained For Beginners
KodeKloud Beginner 10mo ago
RAG vs. Fine Tuning
8:57
RAG & Vector Search ⚡ AI Lesson
RAG vs. Fine Tuning
IBM Technology Beginner 1y ago
What are Word Embeddings?
8:38
RAG & Vector Search ⚡ AI Lesson
What are Word Embeddings?
IBM Technology Beginner 1y ago
4 Simple [But Impactful] Student Engagement Strategies
6:29
RAG & Vector Search
4 Simple [But Impactful] Student Engagement Strategies
EVERFI K-12 Beginner 4y ago
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Agentic AI Systems with Vector DBs & RAG
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Self-paced
Agentic AI Systems with Vector DBs & RAG
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Gen AI - RAG Application Development using LlamaIndex
📚 External: Coursera ↗
Self-paced
Gen AI - RAG Application Development using LlamaIndex
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Getting Started with Mistral
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Self-paced
Getting Started with Mistral
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Employment Law: The Gig Economy
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Self-paced
Employment Law: The Gig Economy
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Vector Databases for RAG: An Introduction
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Self-paced
Vector Databases for RAG: An Introduction
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Pesquisa vetorial e embeddings
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Self-paced
Pesquisa vetorial e embeddings
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