Here are a few catchy titles for your article, all under 50 characters: 1. **RAG with Embeddings: A DIY Guide** 2. **Build Your Own RAG Pipeline** 3. **RAG Pipelines: Step-by-Step**

Here are a few catchy titles for your article, all under 50 characters: 1. RAG with Embeddings: A DIY Guide 2. Build Your Own RAG Pipeline 3. RAG Pipelines: Step-by-Step

Here's a summary of the article, along with a 2-line summary sentence: **Summary Sentence:** This article provides a comprehensive guide to building a custom Retrieval Augmented Generation (RAG) pipeline. It covers each stage, from data preparation and embedding generation to vector database indexing, retrieval, and response generation using LLMs. **Article Summary:** The article "Building a Custom Retrieval Augmented Generation (RAG) Pipeline with Embeddings" explains how to create a RAG