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RAG (Retrieval)

AI
RAG (Retrieval)
Source: https://www.jointakeoff.com/courses/rag

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RAG (Retrieval)

Learn how to build RAG systems and use retrieval methods in your AI apps & tools.

Learn the Basics

  • Intro

  • RAG Overview

  • Code Setup

  • Embeddings

  • Vector Databases

  • Similarity Search

Create a Complete RAG System

  • Intro

  • Vector DB Setup

  • Generating Embeddings

  • Uploading Data

  • Basic Retrieval

  • Query Optimization

  • Document Reranking

  • Metadata Filtering

  • Text Splitting

  • All Together

  • RAG Prompting

Build a Retrieval Project

  • Project Intro

  • Initialize Code

  • Setup Vector DB

  • Build RAG Pipeline

  • Connect Frontend

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