Core AI

RAG & Vector Search

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

4,922
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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RAG vs Fine-tuning (n8n) #n8n #rag #finetuning
1:41
RAG & Vector Search ⚡ AI Lesson
RAG vs Fine-tuning (n8n) #n8n #rag #finetuning
The AI Automators Beginner 1y ago
What is Retrieval Augmented Generation (RAG) ? Simplified Explanation
0:36
RAG & Vector Search ⚡ AI Lesson
What is Retrieval Augmented Generation (RAG) ? Simplified Explanation
GetDevOpsReady Beginner 1y ago
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Java Programming: Build a Recommendation System
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Master ANN Search
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Master ANN Search
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Building RAG Systems with Open Models
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Building RAG Systems with Open Models
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Pre-formulation
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Pre-formulation
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Advanced RAG with Vector Databases and Retrievers
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Advanced RAG with Vector Databases and Retrievers
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Advanced Agentic AI: Production Data Architecture
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Advanced Agentic AI: Production Data Architecture
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