brew intelligence

features

• browse a curated coffee bean library featuring origins, roast profiles, tasting notes, and processing methods.
• add your own recipes and fine-tune them over time.
• track your personal coffee beans, log roast dates, origin details, and freshness reminders to keep every cup fresh.
• chat with brew intelligence to get support guidance, from dialing in espresso to troubleshooting your pour-over.
• custom retrieval-augmented generation (rag) pipeline combining semantic search with llms to generate contextually relevant answers.
• token-bucket algorithm for rate limiting (50 requests per min) to prevent api overload.
• redis caching to reduce database reads and cut api response time from 790ms to 50ms.
• large language models analysis of grind results to deliver tailored brewing advice.

tech stack

links

• view project →
• source code →