https://github.com/vrijraj/genkit-rag-local-vector-store

Genkit RAG implementation with Local Vector Store
https://github.com/vrijraj/genkit-rag-local-vector-store

genkit rag

Last synced: 6 months ago
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Genkit RAG implementation with Local Vector Store

• Host: GitHub
• URL: https://github.com/vrijraj/genkit-rag-local-vector-store
• Owner: vrijraj
• Created: 2024-11-29T10:45:25.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2024-12-03T15:51:08.000Z (10 months ago)
• Last Synced: 2025-04-15T21:16:33.652Z (6 months ago)
• Topics: genkit, rag
• Language: TypeScript
• Homepage:
• Size: 485 KB
• Stars: 1
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Genkit RAG implementation with Local Vector Store

![image](https://github.com/user-attachments/assets/749b07e7-e0f8-4d61-89e7-ff4ecd72df1f)

In this code lab, you'll learn to use Firebase Genkit to integrate generative AI into your app with RAG using local vector store. 

Firebase Genkit is an open-source framework that helps you build, deploy, and monitor production-ready AI-powered apps.

Here, We'll use a PDF file having Avengers (comics) info and use RAG.

Codelab: https://gradus.dev/labs/retrieval-augmented-generation-(rag)-with-genkit-1B4vN2

## Resources:

1. [Getting Started with Genkit](https://gradus.dev/labs/getting-started-with-genkit-(version-0.9)-XmKjXD)

2. [Offical Doc](https://firebase.google.com/docs/genkit/rag)

3. [Genkit RAG Codelab](https://gradus.dev/labs/retrieval-augmented-generation-(rag)-with-genkit-1B4vN2)