Here are some sample applications of TiDB Serverless.
Hybrid Transactional/Analytical Processing
- OSSInsight(Open Source Software Insight) based on TiDB Cloud Serverless & OpenAI: An AI-powered tool that analyzes billions of rows of data from GitHub events. GitHub
- Fortune 500 Insight:The revenue analysis of Fortune 500 companies
- Steam Insight: analysis Steam games
- S&P500 Insight based on Vercel & Serverless TiDB & TiDB Data APi: A powerful tool for analyzing the performance of stocks listed on the S&P500 index.
Generative AI & Vector Storage Demos
- OpenAI Embedding: use the OpenAI embedding model to generate vectors for text data.
- Image Search: use the OpenAI CLIP model to generate vectors for image and text.
- LlamaIndex RAG with UI: use the LlamaIndex to build an RAG(Retrieval-Augmented Generation) application.
- Chat with URL: use LlamaIndex to build an RAG(Retrieval-Augmented Generation) application that can chat with a URL.
- GraphRAG: 20 lines code of using TiDB Serverless to build a Knowledge Graph based RAG application.
- GraphRAG Step by Step Tutorial: Step by step tutorial to build a Knowledge Graph based RAG application with Colab notebook. In this tutorial, you will learn how to extract knowledge from a text corpus, build a Knowledge Graph, store the Knowledge Graph in TiDB Serverless, and search from the Knowledge Graph.
- AI Insight:translate natural language to SQL then get insight from any csv files
- Vector Search Notebook with SQLAlchemy: use SQLAlchemy to interact with TiDB Serverless: connect db, index&store data and then search vectors.
- Build RAG with Jina AI Embeddings: use Jina AI to generate embeddings for text data, store the embeddings in TiDB Vector Storage, and search for similar embeddings.