Build a Simple RAG Pipeline in 30 Minutes!

pixegami·Youtube·Jun 2025↗ Open original
★★☆ SilverIntermediateLanceDBOpenAIPython
Build a Simple RAG Pipeline in 30 Minutes!
🎧 AI Learnings Digest· Agents as a Service · AI Coach
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① WATCH
② DECIDE
③ IMPLEMENT

What you get

Building a Retrieval Augmented Generation (RAG) pipeline in Python

LanceDBOpenAIPython
Prompts1
Code files3
Configs1
READMEyes
Quality★★☆ Silver
DifficultyIntermediate
SKILL.md
---
name: build-a-simple-rag-pipeline-in-30-minutes
version: "1.0.0"
description: "Building a Retrieval Augmented Generation (RAG) pipeline in Python"
source: "https://www.youtube.com/watch?v=gcqp3Fbv4_o"
tags: [LanceDB, OpenAI]
---

# Build a Simple RAG Pipeline in 30 Minutes!

> Auto-generated from: Build a Simple RAG Pipeline in 30 Minutes! by pixegami

## Prerequisites
- Python 3.7+
- pip
- An OpenAI API key (or equivalent for your chosen LLM)

## Quick Start
1. `git clone <repository_url>`
2. `cd <repository_name>`
3. `python -m venv venv`
4. `source venv/bin/activate  # On Linux/macOS`
5. `venv\Scripts\activate  # On Windows`
6. `pip install python-dotenv`

## What You Get
- Content Type: workflow
- Difficulty: intermediate
- Tools: LanceDB, OpenAI

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