Core AI

RAG & Vector Search

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

5,267
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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Master ANN Search
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Master ANN Search
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Understand Human Resource Management Fundamentals
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Understand Human Resource Management Fundamentals
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GenAI for Legal Risk Mitigation: Proactive Case Analysis
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GenAI for Legal Risk Mitigation: Proactive Case Analysis
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Project: Generative AI Applications with RAG and LangChain
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Project: Generative AI Applications with RAG and LangChain
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Create Personas to Represent Targeted Users in Miro
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Create Personas to Represent Targeted Users in Miro
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Creativity Toolkit I: Changing Perspectives
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Creativity Toolkit I: Changing Perspectives
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