Advanced RAG techniques for developers

---
name: advanced-rag-techniques-for-developers
version: "1.0.0"
description: "Advanced Retrieval Augmented Generation (RAG) techniques"
source: "https://www.youtube.com/watch?v=sGvXO7CVwc0"
tags: [LLMs, Vector database]
---

# Advanced RAG techniques for developers

> Auto-generated from: Advanced RAG techniques for developers by Google Cloud Tech

## Prerequisites
- Python 3.10+
- pip

## Quick Start
1. `git clone <repository_url>`
2. `cd <repository_directory>`
3. `python -m venv venv`
4. `source venv/bin/activate  # On Linux/macOS`
5. `venv\Scripts\activate  # On Windows`
6. `pip install -r requirements.txt`
7. `cp .env.example .env`
8. `nano .env`

## What You Get
- Content Type: hybrid
- Difficulty: intermediate
- Tools: LLMs, Vector database