Section: RAG•ID #182

Context Compression & Filtering

Step 1: TheoryResearch Paper

Lost in the Middle Paper

Study the core concepts and background material for this learning item.

Step 2: PracticeKaggle Workbook

LangChain Support Bot Exercise

Solve the challenges and apply your knowledge interactively.

Medium20 min estimated study

Overview

Compress retrieved context to pass only high-relevancy snippets to LLM inputs.

Learning Objectives

  • Extract relevant sentences matching input queries
  • Reduce input context size parameters avoiding saturation

Prerequisites

Tracking Control

Completion Reward+200 XP
Study Checklist
Studied theory resource
Completed practice exercise