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This is an GraphRAG - Knowledge Graph based and out-of-the-box conversational search tool that leverages the vector storage capabilities of TiDB Serverless. It provides a seamless way to embed a powerful question-answering (QA) bot directly on your website, requiring only a simple copy-and-paste of a JavaScript snippet. Demo: https://tidb.ai

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TiDB.AI

TiDB.AI

Introduction

A [WIP] conversational search RAG (Retrieval-Augmented Generation) app based on TiDB Serverless Vector Storage, providing a out-of-the-box and embeddable QA robot experience based on your knowledge on official and documentation sites.

Live Demo: TiDB.AI

With this tool, you can achieve:

Features

  1. Perplexity-style Conversational Search page: Our platform features an advanced built-in website crawler, designed to elevate your browsing experience. This crawler effortlessly navigates official and documentation sites, ensuring comprehensive coverage and streamlined search processes through sitemap URL scraping.

out-of-box-conversational-search

  1. Embeddable JavaScript Snippet: Integrate our conversational search window effortlessly into your website by copying and embedding a simple JavaScript code snippet. This widget, typically placed at the bottom right corner of your site, facilitates instant responses to product-related queries.

embeddable-javascript-snippet

Quick Start [Working in Progress]

To deploy the application in a self-hosted environment, run the following command:

curl https://tidb.cloud/install.sh | sh

then:

ticloud create-app --template rag

Deployment [TODO]

For deploying the application to production, there are many options available:

Tech Stack

License

TiDB.AI is open-source under the Apache License, Version 2.0. You can find it here.

About

This is an GraphRAG - Knowledge Graph based and out-of-the-box conversational search tool that leverages the vector storage capabilities of TiDB Serverless. It provides a seamless way to embed a powerful question-answering (QA) bot directly on your website, requiring only a simple copy-and-paste of a JavaScript snippet. Demo: https://tidb.ai

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