AlNahean / test-embedchain

Embedchain Admin

Welcome to the Embedchain Admin repository. This toolkit helps you build a full-stack RAG (Retrieve, Append, Generate) application with a focus on simplicity and functionality, powered by Embedchain.

🚀 Features

• Chat Interface: A clean and simple interface for messaging.
• Streaming: Supports live data streaming.
• Citations: Allows integration of citations within the chat.
• Model Support: Compatible with both proprietary and open-source models.
• Admin Panel:
  • View chat history.
  • Manage embeddings.
  • Configure data sources through the UI.

Tech Stack

This project uses:

• FastAPI: For the backend, making it fast and easy to develop.
• NextJS: For the frontend, enabling responsive and dynamic web pages.
• Embedchain: Powers the core functionalities like chat and streaming.

Getting Started

To start using Embedchain Admin for your project, install python package using:

pip install embedchain

Now, if you use docker, you can simply run the following commands:

With docker

ec create-app my-app --docker
cd my-app
ec start --docker

Without docker

ec create-app my-app
cd my-app
ec start

You are all set now. Open http://localhost:3000 to view the chat UI.

Screenshots

Chat

Search

Chat history

Collections

Data sources