---
title: "Discussion on \"💡 My Journey into Agentic AI — Day 12: The Foundations of RAG (Retrieval-Augmented Generation)\" | Hashnode"
description: "Discussion on \"💡 My Journey into Agentic AI — Day 12: The Foundations of RAG (Retrieval-Augmented Generation)\". Explore the foundations of Retrieval-Augmented Generation (RAG) in AI, including document loaders, text splitters, vector stores, and retrievers"
url: "https://hashnode.com/posts/my-journey-into-agentic-ai-day-12-the-foundations-of-rag-retrieval-augmented-generation/6904bcfd47ac9835adecf84f"
---

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# [💡 My Journey into Agentic AI — Day 12: The Foundations of RAG (Retrieval-Augmented Generation)](https://avadhootkamble24.hashnode.dev/my-journey-into-agentic-ai-day-12-the-foundations-of-rag-retrieval-augmented-generation?utm_source=hashnode&utm_medium=feed)

Explore the foundations of Retrieval-Augmented Generation (RAG) in AI, including document loaders, text splitters, vector stores, and retrievers

Oct 31, 2025 · 5 min read · avadhootkamble24.hashnode.dev  
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[Avadhoot Kamble](https://hashnode.com/@avadhootkamble24)

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