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custom-rag-chatbot-upstash-vector's Introduction

Build your own RAG chatbot with Upstash

Introduction · Tech Stack + Features · Author

Tech Stack + Features

Frameworks

  • Next.js – The React Framework for the Web. We’re using the populate ui.shadcn.com for rapid prototyping.

Database

  • Upstash - Serverless database platform. We're using both Upstash Vector and Upstash Redis for storing vectors and conversations respectively.

  • Hugging Face - The platform where the machine learning community collaborates on models, datasets, and applications. We’re using Hugging Face Inference API for creating embeddings.

  • Replicate - Run and fine-tune open-source models. We're using LLAMA-2-70B Chat model.

  • LangChain - Framework for developing applications powered by language models.

UI

  • TailwindCSS – CSS framework for building custom designs.

Platform

  • Vercel – A cloud platform for deploying and scaling web applications.

Code Quality

  • Prettier – Opinionated code formatter for consistent code style

Author

custom-rag-chatbot-upstash-vector's People

Contributors

colin7780 avatar rishi-raj-jain avatar

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