https://github.com/rishi-raj-jain/xata-rag-chatbot

A demo of your own RAG Chatbot with Xata, SvelteKit, LiteLLM, OpenAI and Vercel.
https://github.com/rishi-raj-jain/xata-rag-chatbot

ai embeddings litellm openai sveltekit tailwindcss vector vercel xata

Last synced: 20 days ago
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A demo of your own RAG Chatbot with Xata, SvelteKit, LiteLLM, OpenAI and Vercel.

• Host: GitHub
• URL: https://github.com/rishi-raj-jain/xata-rag-chatbot
• Owner: rishi-raj-jain
• License: mit
• Created: 2024-02-17T09:37:35.000Z (9 months ago)
• Default Branch: master
• Last Pushed: 2024-03-06T08:47:34.000Z (8 months ago)
• Last Synced: 2024-10-08T03:29:00.763Z (about 1 month ago)
• Topics: ai, embeddings, litellm, openai, sveltekit, tailwindcss, vector, vercel, xata
• Language: TypeScript
• Homepage: https://xata.io/blog/rag-vector-sveltekit-xata
• Size: 72.3 KB
• Stars: 3
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
![](https://raw.githubusercontent.com/xataio/mdx-blog/main/images/rag-sveltekit-xata/rag-sveltekit-xata-illustration.jpeg)

# Building a Retrieval-Augmented Generation Chatbot with SvelteKit and Xata Vector Search



  Introduction ·

  Tech Stack + Features ·

  Author



## Introduction

Learn how to create a Retrieval-Augmented Generation Chatbot using Xata, SvelteKit, LiteLLM, TailwindCSS and Vercel.

## Tech Stack + Features

### Frameworks

- [SvelteKit](https://kit.svelte.dev) – UI framework that uses a compiler to let you write breathtakingly concise components

- [LiteLLM](https://docs.litellm.ai) – Call all LLM APIs using the OpenAI format

- [Replicate](https://replicate.com) – Platform to run and fine-tune open-source models

### Database

- [Xata](https://xata.io) - Serverless database platform for scalable, real-time applications.

### UI

- [TailwindCSS](https://tailwindcss.com) – CSS framework for building custom designs

### Platform

- [Vercel](https://vercel.com) – A cloud platform for deploying and scaling web applications.

### Code Quality

- [Prettier](https://prettier.io/) – Opinionated code formatter for consistent code style

## Author

- Rishi Raj Jain ([@rishi_raj_jain_](https://twitter.com/rishi_raj_jain_))