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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Integrate Embeddings and Chroma
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Integrate Embeddings and Chroma
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Launch Chroma Fast
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Launch Chroma Fast
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Java Programming: Build a Recommendation System
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Music as Biology: What We Like to Hear and Why
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Music as Biology: What We Like to Hear and Why
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Harnessing LLMs & Text-Embeddings API with Google Vertex AI
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Self-paced
Harnessing LLMs & Text-Embeddings API with Google Vertex AI
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