Core AI

RAG & Vector Search

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

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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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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
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