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Full Stack

AI Knowledge-Base Search

A document knowledge base with keyword search and an Ask AI assistant — a real deployed serverless Function ranks retrieval candidates inside our BaaS platform's own sandbox, then the smallest possible server-side surface makes the LLM completion call — built entirely on our own custom BaaS platform, with zero hand-rolled backend. Shipped as a reference implementation across 9 languages (TypeScript, Python, Go, Ruby, Java, C#, PHP, Swift, Dart) plus native iOS and Android.

AI Knowledge-Base Search
Full Stack

AI Knowledge-Base Search

A document knowledge base with keyword search and an Ask AI assistant — a real deployed serverless Function ranks retrieval candidates inside our BaaS platform's own sandbox, then the smallest possible server-side surface makes the LLM completion call — built entirely on our own custom BaaS platform, with zero hand-rolled backend. Shipped as a reference implementation across 9 languages (TypeScript, Python, Go, Ruby, Java, C#, PHP, Swift, Dart) plus native iOS and Android.

Technologies Used

Next.js
Custom BaaS
Serverless Functions
Claude

Results

Live web app + 9-language/platform reference implementation, serverless retrieval + LLM completion pipeline