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An idea list as a reference to help you get inspired!
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Sample Applications built with TiDB Serverless
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Hybrid Transactional/Analytical Processing
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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.
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Fortune 500 Insight:The revenue analysis of Fortune 500 companies
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Hacker News Insight based on AutoGPT: provides valuable insights and information to users in almost real-time by combining AutoGPT with TiDB Serverless database.
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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.
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Artificial Intelligence
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With TiDB Serverless and your preferred framework, the possibilities are limitless. To help you kickstart your project, we’ve identified a few categories you might consider. Remember, these are just sparks to ignite your imagination – the sky’s the limit!
| Category | Description | Samples |
|---|---|---|
| Hybrid Transactional/Analytical Processing | Applications that handle high-volume transactions and perform analytical queries on big data or streaming data simultaneously. | * Personal health data tracking and personalized suggestions * Short link services with high-performance transactional processing and analytics * Real-time sports match analytics and predictions platform>* Smart parking solution with real-time space availability tracking *Real-time fraud detection in financial transactions * WEB 3 in HTAP: decentralized e-commerce marketplaces with secure transaction processing and real-time supply chain data analysis. |
| API & Integration | Applications that integrate with popular APIs to provide a unique service or functionality. | * Integrate with popular tools (Elasticsearch, Kafka, TensorFlow); * Integrate TiDB with different languages and frameworks. * Integrate TiDB Data API with 3rd-party PaaS/SaaS |
| Artificial Intelligence | Applications that leverage machine learning and data processing to demonstrate the power of AI | * News article classification based on real-time trends * AI-based adaptive pricing engine for e-commerce platforms * AI-driven project management tool that predicts task completion times |
- Folks also find it inspiring by checking through some public datasets
- Development tool