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Technology Stack

The tools behind GermanGuess, Sponge, Ada, Nomad, DeepDiver, and JourneyMind AI โ€” a cohesive engineering ecosystem, not isolated experiments.

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Frontend

Backend

Data & Search

Elasticsearch
Redis
Vector DB

Local vector database for personal knowledge search

AI & ML

LLM APIs

For exercise variation โ€” hybrid validation with rules

Local LLM

Pluggable local runtime for privacy-first inference

Sentence Transformers
RAG

Infrastructure & Ops

WebSocket
Playwright